testbed_zotpress_EII – Ecopath International Research Association

Testing the EII publications list:

2187924 1 apa 50 date desc year 1 4323 https://ecopathinternational.org/wp-content/plugins/zotpress/

%7B%22status%22%3A%22success%22%2C%22updateneeded%22%3Afalse%2C%22instance%22%3Afalse%2C%22meta%22%3A%7B%22request_last%22%3A150%2C%22request_next%22%3A50%2C%22used_cache%22%3Atrue%7D%2C%22data%22%3A%5B%7B%22key%22%3A%22F5R78EMZ%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Gord%5Cu00f3-Vilaseca%20et%20al.%22%2C%22parsedDate%22%3A%222026-07-14%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BGord%26%23xF3%3B-Vilaseca%2C%20C.%2C%20Coll%2C%20M.%2C%20Steenbeek%2C%20J.%2C%20Tittensor%2C%20D.%2C%20Jacquemont%2C%20J.%2C%20Stephenson%2C%20F.%2C%20Loiseau%2C%20C.%2C%20Stanley%2C%20R.%20R.%20E.%2C%20Horta%20e%20Costa%2C%20B.%2C%20%26amp%3B%20Claudet%2C%20J.%20%282026%29.%20%26lt%3Bi%26gt%3BEuropean%20Target%20of%2010%25%20Strict%20Protection%20could%20Benefit%20Fisheries%20within%20a%20Decade%26lt%3B%5C%2Fi%26gt%3B%20%28SSRN%20Scholarly%20Paper%20No.%207096254%29.%20Social%20Science%20Research%20Network.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.2139%5C%2Fssrn.7096254%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.2139%5C%2Fssrn.7096254%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DF5R78EMZ%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22preprint%22%2C%22title%22%3A%22European%20Target%20of%2010%25%20Strict%20Protection%20could%20Benefit%20Fisheries%20within%20a%20Decade%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cesc%22%2C%22lastName%22%3A%22Gord%5Cu00f3-Vilaseca%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Derek%22%2C%22lastName%22%3A%22Tittensor%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Juliette%22%2C%22lastName%22%3A%22Jacquemont%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Fabrice%22%2C%22lastName%22%3A%22Stephenson%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Charles%22%2C%22lastName%22%3A%22Loiseau%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ryan%20R.%20E.%22%2C%22lastName%22%3A%22Stanley%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Barbara%22%2C%22lastName%22%3A%22Horta%20e%20Costa%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joachim%22%2C%22lastName%22%3A%22Claudet%22%7D%5D%2C%22abstractNote%22%3A%22Marine%20protected%20areas%20%28MPAs%29%20are%20a%20proven%20conservation%20tool%2C%20but%20their%20effects%20on%20adjacent%20fisheries%20remain%20unclear%2C%20contributing%20to%20ongoing%20debate%20over%20whether%20achieving%20global%20biodiversity%20targets%20will%20ultimately%20benefit%20or%20disadvantage%20fisheries.%20Using%20the%20French%20Gulf%20of%20Lion%20MPA%20network%20as%20an%20example%2C%20we%20applied%20a%20spatio-temporal%20mechanistic%20model%20with%2056%20functional%20groups%20to%20assess%20the%20ecological%20and%20fisheries%20outcomes%20of%20meeting%20the%20European%20Commission%20target%20of%2010%25%20strict%20protection.%20We%20show%20that%20locating%20networks%20of%20strict%20protection%20in%20the%20most%20productive%20areas%2C%20even%20when%20overlapping%20with%20fishing%20grounds%2C%20can%20generate%20positive%20fisheries%20outcomes%20with%20increased%20catch%20and%20revenues%20in%20comparison%20with%20a%20business-as-usual%20scenario%2C%20with%20no%20additional%20protection.%20In%20some%20scenarios%2C%20revenues%20recovered%20after%206%20years%2C%20while%20catches%20took%20more%20than%20a%20decade%20to%20recover%2C%20and%20both%20were%20preceded%20by%20small%20short-term%20declines.%20In%20contrast%2C%20random%20placement%20of%20strict%20protection%2C%20as%20well%20as%20strategies%20avoiding%20fishing%20grounds%20and%20minimizing%20short-term%20conflict%2C%20may%20impose%20costs%20on%20the%20fishing%20sector%20without%20co-delivering%20positive%20outcomes.%20Our%20results%20highlight%20how%20strategically%20designed%20networks%20of%20fully%20protected%20areas%20can%20contribute%20to%20both%20conservation%20and%20sustainable%20use%20targets%2C%20informing%20broader%20global%20conservation%20planning%20efforts.%22%2C%22genre%22%3A%22SSRN%20Scholarly%20Paper%22%2C%22repository%22%3A%22Social%20Science%20Research%20Network%22%2C%22archiveID%22%3A%227096254%22%2C%22date%22%3A%222026-07-14%22%2C%22DOI%22%3A%2210.2139%5C%2Fssrn.7096254%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fpapers.ssrn.com%5C%2Fabstract%3D7096254%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A46%3A58Z%22%7D%7D%2C%7B%22key%22%3A%22HZ4W556X%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Gal%20et%20al.%22%2C%22parsedDate%22%3A%222026-07-02%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BGal%2C%20G.%2C%20Islam%2C%20T.%2C%20Ofir%2C%20E.%2C%20Steenbeek%2C%20J.%2C%20Bookman%2C%20R.%2C%20Lahav%2C%20E.%2C%20Peled%2C%20Y.%2C%20%26amp%3B%20Astrahan%2C%20P.%20%282026%29.%20%26lt%3Bi%26gt%3BThe%20projected%20impacts%20and%20implications%20of%20bottom%20spill%20events%20on%20an%20ultra-oligotrophic%20marine%20ecosystem%26lt%3B%5C%2Fi%26gt%3B%20%28SSRN%20Scholarly%20Paper%20No.%207044513%29.%20Social%20Science%20Research%20Network.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.2139%5C%2Fssrn.7044513%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.2139%5C%2Fssrn.7044513%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DHZ4W556X%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22preprint%22%2C%22title%22%3A%22The%20projected%20impacts%20and%20implications%20of%20bottom%20spill%20events%20on%20an%20ultra-oligotrophic%20marine%20ecosystem%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Gideon%22%2C%22lastName%22%3A%22Gal%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tushith%22%2C%22lastName%22%3A%22Islam%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Eyal%22%2C%22lastName%22%3A%22Ofir%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Revital%22%2C%22lastName%22%3A%22Bookman%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ella%22%2C%22lastName%22%3A%22Lahav%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Yoav%22%2C%22lastName%22%3A%22Peled%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Peleg%22%2C%22lastName%22%3A%22Astrahan%22%7D%5D%2C%22abstractNote%22%3A%22The%20exploration%2C%20production%2C%20extraction%2C%20and%20transport%20of%20fossil%20fuels%20in%20the%20marine%20environment%20are%20accompanied%20by%20an%20inherent%20risk%20to%20the%20surrounding%20ecosystems%20as%20a%20result%20of%20ongoing%20operations%20or%20technical%20faults%2C%20accidents%2C%20or%20geo-hazards.%20Limited%20research%20has%20been%20conducted%20on%20the%20potential%20impact%20of%20fossil%20fuel%20pollution%20on%20the%20Mediterranean%20marine%20ecosystem%20due%20to%20the%20lack%20of%20information%20on%20organism%20responses%20to%20hydrocarbon%20pollution.%20In%20this%20study%2C%20we%20utilized%20the%20OpenOil%20model%20to%20simulate%20deep-water%20pollution%20events%20and%20Ecopath%20with%20Ecosim%20%28EwE%29%20food-web%20models%20of%20the%20Israeli%20coastal%20region%20to%20evaluate%20and%20quantify%20the%20possible%20ecological%20impacts%20of%20pollution%20events%20that%20might%20occur%20due%20to%20fossil%20fuel%20exploitation-related%20activities.%20The%20models%20included%20local%20organism%20response%20curves%20to%20various%20contaminant%20levels%2C%20such%20as%20crude%20oil%20and%20condensate%2C%20in%20the%20water%20column%20and%20on%20the%20sea%20floor%20sediments.%20We%20further%20included%20deep%20uncertainty%20tools%20to%20introduce%20uncertainty%20associated%20with%20the%20scenarios%2C%20EwE%20model%20parameters%2C%20and%20functions.%20The%20results%20highlighted%20the%20spatial%20and%20temporal%20extent%20of%20the%20impact%20on%20the%20food%20web.%20In%20addition%2C%20by%20applying%20the%20deep%20uncertainty%20approach%2C%20we%20evaluated%20the%20impact%20on%20food-web%20functioning%20and%20projected%20possible%20outcomes%20of%20pollution%20events%20of%20varying%20intensities.%20The%20results%20of%20this%20study%20provide%20a%20quantitative%20assessment%20of%20the%20expected%20ecological%20impacts%2C%20which%20could%20assist%20decision-makers%20in%20developing%20management%20and%20conservation%20strategies.%22%2C%22genre%22%3A%22SSRN%20Scholarly%20Paper%22%2C%22repository%22%3A%22Social%20Science%20Research%20Network%22%2C%22archiveID%22%3A%227044513%22%2C%22date%22%3A%222026-07-02%22%2C%22DOI%22%3A%2210.2139%5C%2Fssrn.7044513%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fpapers.ssrn.com%5C%2Fabstract%3D7044513%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A47%3A11Z%22%7D%7D%2C%7B%22key%22%3A%22MN3GUSAT%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Gunner%20et%20al.%22%2C%22parsedDate%22%3A%222026%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BGunner%2C%20R.%20M.%2C%20Wilson%2C%20R.%20P.%2C%20Lurgi%2C%20M.%2C%20B%26%23xF6%3Brger%2C%20L.%2C%20Redcliffe%2C%20J.%2C%20Shepard%2C%20E.%20L.%20C.%2C%20Holton%2C%20M.%20D.%2C%20Crofoot%2C%20M.%20C.%2C%20Alagaili%2C%20A.%2C%20Andrzejaczek%2C%20S.%2C%20Ariano%26%23x2010%3BS%26%23xE1%3Bnchez%2C%20D.%2C%20Barbedette%26%23x2010%3BGerard%2C%20T.%2C%20Bennett%2C%20N.%20C.%2C%20Bernard%2C%20A.%2C%20Brown%2C%20R.%2C%20Cole%2C%20N.%2C%20Creel%2C%20S.%2C%20Cruz%26%23x2010%3BNeto%2C%20A.%20P.%2C%20Di%20Virgilio%2C%20A.%2C%20%26%23x2026%3B%20Potts%2C%20J.%20R.%20%282026%29.%20High%20resolution%20data%20reveal%20fundamental%20steps%20and%20turns%20in%20animal%20movements.%20%26lt%3Bi%26gt%3BEcological%20Monographs%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B96%26lt%3B%5C%2Fi%26gt%3B%282%29%2C%20e70069.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1002%5C%2Fecm.70069%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1002%5C%2Fecm.70069%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DMN3GUSAT%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22High%20resolution%20data%20reveal%20fundamental%20steps%20and%20turns%20in%20animal%20movements%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Richard%20M.%22%2C%22lastName%22%3A%22Gunner%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Rory%20P.%22%2C%22lastName%22%3A%22Wilson%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Miguel%22%2C%22lastName%22%3A%22Lurgi%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Luca%22%2C%22lastName%22%3A%22B%5Cu00f6rger%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22James%22%2C%22lastName%22%3A%22Redcliffe%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Emily%20L.%20C.%22%2C%22lastName%22%3A%22Shepard%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mark%20D.%22%2C%22lastName%22%3A%22Holton%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Margaret%20C.%22%2C%22lastName%22%3A%22Crofoot%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Abdulaziz%22%2C%22lastName%22%3A%22Alagaili%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Samantha%22%2C%22lastName%22%3A%22Andrzejaczek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Daniel%22%2C%22lastName%22%3A%22Ariano%5Cu2010S%5Cu00e1nchez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Thomas%22%2C%22lastName%22%3A%22Barbedette%5Cu2010Gerard%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Nigel%20C.%22%2C%22lastName%22%3A%22Bennett%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Alice%22%2C%22lastName%22%3A%22Bernard%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Rowan%22%2C%22lastName%22%3A%22Brown%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Nik%22%2C%22lastName%22%3A%22Cole%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Scott%22%2C%22lastName%22%3A%22Creel%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ariovaldo%20P.%22%2C%22lastName%22%3A%22Cruz%5Cu2010Neto%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Agustina%22%2C%22lastName%22%3A%22Di%20Virgilio%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Carlos%20M.%22%2C%22lastName%22%3A%22Duarte%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Christophe%22%2C%22lastName%22%3A%22Eizaguirre%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kyle%20H.%22%2C%22lastName%22%3A%22Elliott%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Monika%22%2C%22lastName%22%3A%22Faltusova%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mathieu%22%2C%22lastName%22%3A%22Garel%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Natasha%22%2C%22lastName%22%3A%22Gillies%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Adrian%20C.%22%2C%22lastName%22%3A%22Gleiss%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Aoife%22%2C%22lastName%22%3A%22G%5Cu00f6ppert%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%22%2C%22lastName%22%3A%22Gr%5Cu00e9millet%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Sophie%22%2C%22lastName%22%3A%22De%20Grissac%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tim%22%2C%22lastName%22%3A%22Guilford%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maxime%22%2C%22lastName%22%3A%22Hoareau%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mark%22%2C%22lastName%22%3A%22Jessopp%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Agustina%22%2C%22lastName%22%3A%22G%5Cu00f3mez%5Cu2010Laich%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Milos%22%2C%22lastName%22%3A%22Jezek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Sergio%20A.%22%2C%22lastName%22%3A%22Lambertucci%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Pascal%22%2C%22lastName%22%3A%22Marchand%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Nikki%22%2C%22lastName%22%3A%22Marks%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Andr%5Cu00e9ia%22%2C%22lastName%22%3A%22Martins%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mark%22%2C%22lastName%22%3A%22Meekan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Yuichi%22%2C%22lastName%22%3A%22Mizutani%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Rasmus%20M.%22%2C%22lastName%22%3A%22Mortensen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Bradley%20M.%22%2C%22lastName%22%3A%22Norman%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Josue%22%2C%22lastName%22%3A%22Ortega%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Oliver%22%2C%22lastName%22%3A%22Padget%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Michael%22%2C%22lastName%22%3A%22Painter%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Aurore%22%2C%22lastName%22%3A%22Ponchon%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Pascal%22%2C%22lastName%22%3A%22Provost%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Aur%5Cu00e9lien%22%2C%22lastName%22%3A%22Prudor%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Flavio%22%2C%22lastName%22%3A%22Quintana%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Stefanie%22%2C%22lastName%22%3A%22Reinhardt%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Samantha%20D.%22%2C%22lastName%22%3A%22Reynolds%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Frank%22%2C%22lastName%22%3A%22Rosell%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Carlos%20R.%22%2C%22lastName%22%3A%22Ruiz%5Cu2010Miranda%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Peter%20G.%22%2C%22lastName%22%3A%22Ryan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%20M.%22%2C%22lastName%22%3A%22Scantlebury%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Stefan%22%2C%22lastName%22%3A%22Schoombie%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Rebecca%22%2C%22lastName%22%3A%22Scott%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Vaclav%22%2C%22lastName%22%3A%22Silovsky%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Vikash%22%2C%22lastName%22%3A%22Tatayah%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Carole%22%2C%22lastName%22%3A%22To%5Cu00efgo%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Lucia%22%2C%22lastName%22%3A%22Torrez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Fred%22%2C%22lastName%22%3A%22Tremblay%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joshua%20P.%22%2C%22lastName%22%3A%22Twining%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ken%22%2C%22lastName%22%3A%22Yoda%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Henri%22%2C%22lastName%22%3A%22Weimerskirch%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Shannon%22%2C%22lastName%22%3A%22Whelan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Juan%20M.%22%2C%22lastName%22%3A%22Morales%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jonathan%20R.%22%2C%22lastName%22%3A%22Potts%22%7D%5D%2C%22abstractNote%22%3A%22Abstract%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20Animal%20movement%20paths%20display%20substantial%20complexity%20and%20variability%2C%20promoting%20efforts%20to%20identify%20universal%20rules%20and%20models%20that%20best%20describe%20them.%20Using%20high%5Cu2010resolution%20%28%5Cu226510%5Cu2009Hz%29%20movement%20from%2043%20vertebrate%20species%20spanning%20diverse%20taxa%2C%20body%20sizes%2C%20and%20lifestyles%2C%20we%20show%20that%20paths%20are%20universally%20composed%20of%20straight%5Cu2010line%20steps%20interspersed%20with%20sharp%20turns%2C%20echoing%20patterns%20documented%20in%20lower%20taxa%20such%20as%20bacteria.%20We%20report%20how%20vertebrate%20%5Cu201cfundamental%20steps%5Cu201d%5Cu2014straight%20travel%20segments%20between%20successive%20detected%20turns%20%28with%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20F%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20stepduration%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20as%20the%20turn%5Cu2010to%5Cu2010turn%20interval%20and%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20F%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20steplength%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20as%20the%20corresponding%20distance%20when%20displacement%20is%20available%29%5Cu2014and%20%5Cu201cfundamental%20turn%20angles%5Cu201d%20%28%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20F%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20turnangles%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%3B%20net%20changes%20in%20travel%20heading%20between%20successive%20steps%29%20vary%20with%20species%26%23039%3B%20mass%2C%20locomotor%20mode%2C%20behavior%2C%20and%20environment.%20Here%2C%20%5Cu201cfundamental%5Cu201d%20denotes%20the%20finest%20scale%20step%5C%2Fturn%20events%20resolvable%20under%20our%20sampling%20rate%20and%20turn%5Cu2010detection%20criteria%3B%20these%20event%5Cu2010scale%20steps%5C%2Fturns%20are%20intrinsically%20different%20from%20the%20straight%5Cu2010line%20segments%20inferred%20from%20low%5Cu2010resolution%20position%20data.%20To%20explain%20these%20relationships%2C%20we%20posit%20that%20animals%20inherently%20move%20in%20a%20straight%20line%20until%20sensory%20information%20signals%20a%20better%20heading%2C%20triggering%20a%20turn.%20Across%20all%20species%20examined%2C%20animals%20spent%20the%20vast%20majority%20of%20their%20travel%20time%20moving%20in%20straight%20lines%20%28species%5Cu2010level%20means%20%26gt%3B90%25%29%2C%20with%20turns%20representing%20discrete%20decision%20points%20influenced%20by%20body%20size%2C%20locomotor%20mode%2C%20and%20ecological%20context.%20Larger%20animals%20turned%20less%20frequently%2C%20consistent%20with%20biomechanical%20constraints%20of%20mass%20and%20rotational%20inertia%2C%20while%20aerial%20species%20often%20exhibited%20higher%20turning%20rates%20driven%20by%20soaring%20flight%20demands.%20We%20further%20show%20that%20turns%20can%20be%20linked%20to%20diverse%20behavioral%20drivers%2C%20including%20prey%20pursuit%2C%20obstacle%20avoidance%2C%20predator%20evasion%2C%20and%20exploitation%20of%20environmental%20energy.%20By%20explicitly%20quantifying%20turns%2C%20we%20clarify%20how%20distributions%20of%20step%20durations%20and%20turn%20angles%20interact%20to%20shape%20movement%20patterns%20and%20why%20different%20statistical%20models%20%28e.g.%2C%20correlated%20random%20walks%2C%20L%5Cu00e9vy%20flights%29%20emerge%20when%20lower%20resolution%20data%20are%20analyzed.%20Finally%2C%20we%20demonstrate%20how%20fundamental%20steps%20and%20turns%20can%20be%20incorporated%20into%20an%20agent%5Cu2010based%20modeling%20framework%20using%20penguins%20as%20a%20case%20study%2C%20enabling%20reconstruction%20of%20realistic%20tracks%20and%20prediction%20of%20movement%20responses%20to%20environmental%20change.%20Straight%5Cu2010line%20travel%20punctuated%20by%20decision%5Cu2010driven%20turns%20thus%20emerges%20as%20a%20fundamental%20principle%20of%20vertebrate%20movement%2C%20linking%20fine%5Cu2010scale%20movement%20structure%2C%20ecological%20context%2C%20and%20emergent%20patterns%20of%20space%20use.%22%2C%22date%22%3A%2205%5C%2F2026%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1002%5C%2Fecm.70069%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fesajournals.onlinelibrary.wiley.com%5C%2Fdoi%5C%2F10.1002%5C%2Fecm.70069%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%220012-9615%2C%201557-7015%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A55%3A23Z%22%7D%7D%2C%7B%22key%22%3A%22YVC3ISEC%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Roberts%20et%20al.%22%2C%22parsedDate%22%3A%222026%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BRoberts%2C%20K.%20E.%2C%20Rohr%2C%20T.%2C%20Raven%2C%20M.%20R.%2C%20Diamond%2C%20M.%20S.%2C%20Visioni%2C%20D.%2C%20Kravitz%2C%20B.%2C%20Heneghan%2C%20R.%2C%20Petrik%2C%20C.%20M.%2C%20Bianchi%2C%20D.%2C%20Ortega%26%23x2010%3BCisneros%2C%20K.%2C%20Morrison%2C%20M.%20A.%2C%20Van%20Heerden%2C%20V.%2C%20Wiseman%2C%20N.%20A.%2C%20Anil%2C%20G.%2C%20Cannizzo%2C%20Z.%20J.%2C%20Coll%2C%20M.%2C%20Coupe%2C%20J.%2C%20Freedman%2C%20R.%2C%20Krumhardt%2C%20K.%2C%20%26%23x2026%3B%20Harrison%2C%20C.%20S.%20%282026%29.%20Potential%20Impacts%20of%20Climate%20Interventions%20on%20Marine%20Ecosystems.%20%26lt%3Bi%26gt%3BReviews%20of%20Geophysics%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B64%26lt%3B%5C%2Fi%26gt%3B%281%29%2C%20e2024RG000876.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2024RG000876%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2024RG000876%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DYVC3ISEC%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Potential%20Impacts%20of%20Climate%20Interventions%20on%20Marine%20Ecosystems%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kelsey%20E.%22%2C%22lastName%22%3A%22Roberts%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tyler%22%2C%22lastName%22%3A%22Rohr%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Morgan%20R.%22%2C%22lastName%22%3A%22Raven%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Michael%20S.%22%2C%22lastName%22%3A%22Diamond%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Daniele%22%2C%22lastName%22%3A%22Visioni%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ben%22%2C%22lastName%22%3A%22Kravitz%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ryan%22%2C%22lastName%22%3A%22Heneghan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Colleen%20M.%22%2C%22lastName%22%3A%22Petrik%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Daniele%22%2C%22lastName%22%3A%22Bianchi%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kelly%22%2C%22lastName%22%3A%22Ortega%5Cu2010Cisneros%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Monica%20A.%22%2C%22lastName%22%3A%22Morrison%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Vanessa%22%2C%22lastName%22%3A%22Van%20Heerden%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Nicola%20A.%22%2C%22lastName%22%3A%22Wiseman%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Gouri%22%2C%22lastName%22%3A%22Anil%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Zachary%20J.%22%2C%22lastName%22%3A%22Cannizzo%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joshua%22%2C%22lastName%22%3A%22Coupe%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ryan%22%2C%22lastName%22%3A%22Freedman%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kristen%22%2C%22lastName%22%3A%22Krumhardt%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Lester%22%2C%22lastName%22%3A%22Kwiatkowski%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Nicole%20S.%22%2C%22lastName%22%3A%22Lovenduski%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jessica%20Y.%22%2C%22lastName%22%3A%22Luo%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Holly%20C.%22%2C%22lastName%22%3A%22Olivarez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Alan%22%2C%22lastName%22%3A%22Robock%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cheryl%20S.%22%2C%22lastName%22%3A%22Harrison%22%7D%5D%2C%22abstractNote%22%3A%22Abstract%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20Rising%20global%20temperatures%20pose%20significant%20risks%20to%20marine%20ecosystems%2C%20biodiversity%2C%20and%20fisheries.%20Recent%20comprehensive%20assessments%20suggest%20that%20large%5Cu2010scale%20mitigation%20efforts%20to%20limit%20warming%20are%20falling%20short%2C%20and%20all%20feasible%20future%20climate%20projections%2C%20including%20those%20that%20represent%20optimistic%20emissions%20reductions%2C%20exceed%20the%20Paris%20Agreement%26%23039%3Bs%201.5%5Cu00b0C%20or%202%5Cu00b0%20warming%20targets%20during%20this%20century.%20While%20avoiding%20further%20CO%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%202%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20emissions%20remains%20the%20most%20effective%20way%20to%20prevent%20environmental%20destabilization%2C%20interest%20is%20growing%20in%20climate%20interventions%5Cu2014deliberate%2C%20large%5Cu2010scale%20manipulations%20of%20the%20environment%20aimed%20at%20reducing%20global%20warming.%20These%20include%20carbon%20dioxide%20removal%20%28CDR%29%20to%20reduce%20atmospheric%20CO%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%202%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20concentrations%20over%20time%2C%20and%20solar%20radiation%20modification%20%28SRM%29%2C%20which%20reflects%20sunlight%20to%20lower%20surface%20temperatures%20but%20does%20not%20address%20root%20CO%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%202%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20causes.%20The%20effects%20of%20these%20interventions%20on%20marine%20ecosystems%2C%20both%20direct%20and%20in%20combination%20with%20ongoing%20climate%20change%2C%20remain%20highly%20uncertain.%20Given%20the%20ocean%26%23039%3Bs%20central%20role%20in%20regulating%20Earth%26%23039%3Bs%20climate%20and%20supporting%20global%20food%20security%2C%20understanding%20these%20potential%20effects%20is%20crucial.%20This%20review%20provides%20an%20overview%20of%20proposed%20intervention%20methodologies%20for%20marine%20CDR%20and%20SRM%20and%20outlines%20the%20potential%20trade%5Cu2010offs%20and%20knowledge%20gaps%20associated%20with%20their%20impacts%20on%20marine%20ecosystems.%20Climate%20interventions%20have%20the%20potential%20to%20reduce%20warming%5Cu2010driven%20impacts%2C%20but%20could%20also%20alter%20marine%20food%20systems%2C%20biodiversity%20and%20ecosystem%20function.%20Effects%20will%20vary%20by%20pathway%2C%20scale%2C%20and%20regional%20context.%20Pathway%5Cu2010specific%20impact%20assessments%20are%20thus%20crucial%20to%20quantify%20trade%5Cu2010offs%20between%20plausible%20intervention%20scenarios%20as%20well%20as%20to%20identify%20their%20expected%20impacts%20on%20marine%20ecosystems%20in%20order%20to%20prioritize%20scaling%20efforts%20for%20low%5Cu2010risk%20pathways%20and%20avoid%20high%5Cu2010risk%20scenarios.%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%2C%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20Plain%20Language%20Summary%5Cn%20%20%20%20%20%20%20%20%20%20%20%20A%20rise%20in%20global%20temperatures%20from%201.5%20to%202%5Cu00b0C%20or%20above%20historical%20levels%20threatens%20marine%20life%2C%20ecosystems%2C%20biodiversity%2C%20and%20the%20sustainability%20of%20fisheries.%20Recent%20studies%20highlight%20that%20current%20efforts%20to%20keep%20warming%20within%20critical%20limits%20are%20insufficient%2C%20and%20even%20optimistic%20future%20climate%20scenarios%20predict%20that%20the%201.5%5Cu00b0C%20threshold%20established%20by%20the%20Paris%20Agreement%20will%20be%20surpassed.%20In%20this%20context%2C%20climate%20intervention%20strategies%20are%20being%20explored%20as%20ways%20to%20potentially%20reduce%20the%20worsening%20effects%20of%20climate%20change%20and%20complement%2C%20not%20replace%2C%20decarbonization%20efforts.%20These%20strategies%20aim%20to%20either%20remove%20carbon%20dioxide%20from%20the%20atmosphere%20or%20reflect%20sunlight%20back%20into%20space%20to%20cool%20the%20Earth.%20While%20currently%20an%20understudied%20area%20of%20research%2C%20these%20methods%20could%20have%20profound%20impacts%20on%20the%20ocean%2C%20including%20changes%20to%20sea%20surface%20temperature%20and%20nutrient%20cycling%2C%20which%20in%20turn%20affect%20the%20abundance%2C%20distribution%2C%20and%20diversity%20of%20marine%20life%20as%20well%20as%20the%20human%20communities%20that%20rely%20on%20marine%20resources.%20This%20review%20synthesizes%20current%20research%20on%20the%20climate%20intervention%20strategies%20that%20are%20most%20likely%20to%20have%20direct%20impacts%20on%20the%20marine%20environment%2C%20emphasizing%20knowledge%20gaps%20as%20they%20relate%20to%20the%20potential%20impacts%20on%20marine%20ecosystems%20and%20the%20need%20for%20improved%20predictive%20models.%5Cn%20%20%20%20%20%20%20%20%20%20%2C%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20Key%20Points%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20Climate%20intervention%20research%20is%20expanding%20as%20current%20mitigation%20efforts%20to%20limit%20warming%20below%20crucial%20targets%20are%20falling%20short%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20Substantial%20knowledge%20gaps%20exist%20on%20the%20potential%20impacts%20of%20climate%20intervention%20strategies%20on%20marine%20ecological%20systems%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20We%20review%20the%20potential%20impacts%20of%20climate%20intervention%20on%20marine%20ecosystems%2C%20including%20biotic%20and%20abiotic%20factors%22%2C%22date%22%3A%2203%5C%2F2026%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1029%5C%2F2024RG000876%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fagupubs.onlinelibrary.wiley.com%5C%2Fdoi%5C%2F10.1029%5C%2F2024RG000876%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%228755-1209%2C%201944-9208%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-08-21T17%3A23%3A42Z%22%7D%7D%2C%7B%22key%22%3A%228WAMW2QD%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Rodr%5Cu00edguez-Fonseca%20et%20al.%22%2C%22parsedDate%22%3A%222026%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BRodr%26%23xED%3Bguez-Fonseca%2C%20B.%2C%20Calvo-Migu%26%23xE9%3Blez%2C%20E.%2C%20Montoya-Carramolino%2C%20L.%2C%20Rodrigues%2C%20R.%20R.%2C%20Polo%2C%20I.%2C%20Mart%26%23xED%3Bn-Rey%2C%20M.%2C%20Losada%2C%20T.%2C%20L%26%23xF3%3Bpez-Parages%2C%20J.%2C%20G%26%23xF3%3Bmara%2C%20I.%2C%20%26amp%3B%20Rivas%2C%20D.%20%282026%29.%20ENSO%20impacts%20on%20marine%20ecosystems%20and%20fisheries%20in%20the%20tropical%20and%20South%20Atlantic.%20%26lt%3Bi%26gt%3BNature%20Reviews%20Earth%20%26amp%3B%20Environment%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B7%26lt%3B%5C%2Fi%26gt%3B%281%29%2C%2043%26%23x2013%3B59.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs43017-025-00742-2%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs43017-025-00742-2%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D8WAMW2QD%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22ENSO%20impacts%20on%20marine%20ecosystems%20and%20fisheries%20in%20the%20tropical%20and%20South%20Atlantic%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Bel%5Cu00e9n%22%2C%22lastName%22%3A%22Rodr%5Cu00edguez-Fonseca%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Elena%22%2C%22lastName%22%3A%22Calvo-Migu%5Cu00e9lez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Lucia%22%2C%22lastName%22%3A%22Montoya-Carramolino%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Regina%20R.%22%2C%22lastName%22%3A%22Rodrigues%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Irene%22%2C%22lastName%22%3A%22Polo%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Mart%5Cu00edn-Rey%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Teresa%22%2C%22lastName%22%3A%22Losada%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jorge%22%2C%22lastName%22%3A%22L%5Cu00f3pez-Parages%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22I%5Cu00f1igo%22%2C%22lastName%22%3A%22G%5Cu00f3mara%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%22%2C%22lastName%22%3A%22Rivas%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222026%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs43017-025-00742-2%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A55%3A23Z%22%7D%7D%2C%7B%22key%22%3A%22BJNU8DBU%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Artana%20et%20al.%22%2C%22parsedDate%22%3A%222026%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BArtana%2C%20C.%2C%20Kaplan%2C%20A.%2C%20Ram%26%23xED%3Brez%2C%20F.%2C%20Ortega%2C%20M.%2C%20Steenbeek%2C%20J.%20G.%2C%20%26amp%3B%20Coll%2C%20M.%20%282026%29.%20Marine%20heatwaves%20are%20transforming%20Western%20mediterranean%20marine%20ecosystems.%20%26lt%3Bi%26gt%3BScientific%20Reports%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs41598-026-35813-x%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs41598-026-35813-x%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DBJNU8DBU%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Marine%20heatwaves%20are%20transforming%20Western%20mediterranean%20marine%20ecosystems%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Camila%22%2C%22lastName%22%3A%22Artana%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Andrea%22%2C%22lastName%22%3A%22Kaplan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Francisco%22%2C%22lastName%22%3A%22Ram%5Cu00edrez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Miquel%22%2C%22lastName%22%3A%22Ortega%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%20Gerhard%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222026%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs41598-026-35813-x%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A55%3A23Z%22%7D%7D%2C%7B%22key%22%3A%22CCSB5AW7%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Bas%20et%20al.%22%2C%22parsedDate%22%3A%222026%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BBas%2C%20M.%2C%20Ortega%2C%20M.%2C%20Ram%26%23xED%3Brez%2C%20F.%2C%20Steenbeek%2C%20J.%2C%20%26amp%3B%20Coll%2C%20M.%20%282026%29.%20A%20new%20Western%20Mediterranean%20Sea%20EBSAs%20proposal%20based%20on%20quantitative%20information%20of%20key%20criteria.%20%26lt%3Bi%26gt%3BMarine%20Policy%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B188%26lt%3B%5C%2Fi%26gt%3B%2C%20107075.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0308597X2600045X%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0308597X2600045X%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DCCSB5AW7%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22A%20new%20Western%20Mediterranean%20Sea%20EBSAs%20proposal%20based%20on%20quantitative%20information%20of%20key%20criteria%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maria%22%2C%22lastName%22%3A%22Bas%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Miquel%22%2C%22lastName%22%3A%22Ortega%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Francisco%22%2C%22lastName%22%3A%22Ram%5Cu00edrez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222026%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0308597X2600045X%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A55%3A23Z%22%7D%7D%2C%7B%22key%22%3A%22A43KE2ZM%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Peck%20et%20al.%22%2C%22parsedDate%22%3A%222026%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BPeck%2C%20M.%20A.%2C%20Coll%2C%20M.%2C%20Lynam%2C%20C.%20P.%2C%20Szalaj%2C%20D.%2C%20Puntila-Dodd%2C%20R.%2C%20Corrales%2C%20X.%2C%20Ortega%2C%20M.%2C%20Tomczak%2C%20M.%20T.%2C%20Espasand%26%23xED%3Bn%2C%20L.%2C%20%26amp%3B%20Castro-Cadenas%2C%20M.%20D.%20%282026%29.%20Scenarios%20of%20Marine%20Nature-based%20Solutions%20and%20Sustainable%20Seafood%20Harvesting%20in%20a%20Future%20Climate.%20%26lt%3Bi%26gt%3BNature-Based%20Solutions%26lt%3B%5C%2Fi%26gt%3B%2C%20100357.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS2772411526000571%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS2772411526000571%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DA43KE2ZM%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Scenarios%20of%20Marine%20Nature-based%20Solutions%20and%20Sustainable%20Seafood%20Harvesting%20in%20a%20Future%20Climate%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Myron%20A.%22%2C%22lastName%22%3A%22Peck%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Christopher%20P.%22%2C%22lastName%22%3A%22Lynam%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Dorota%22%2C%22lastName%22%3A%22Szalaj%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Riikka%22%2C%22lastName%22%3A%22Puntila-Dodd%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Xavier%22%2C%22lastName%22%3A%22Corrales%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Miquel%22%2C%22lastName%22%3A%22Ortega%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maciej%20T.%22%2C%22lastName%22%3A%22Tomczak%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Lucia%22%2C%22lastName%22%3A%22Espasand%5Cu00edn%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mar%5Cu00eda%20D.%22%2C%22lastName%22%3A%22Castro-Cadenas%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222026%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS2772411526000571%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A55%3A23Z%22%7D%7D%2C%7B%22key%22%3A%226YCSBQCZ%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Noleto-Filho%20et%20al.%22%2C%22parsedDate%22%3A%222026%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BNoleto-Filho%2C%20E.%20M.%2C%20Reis-Filho%2C%20J.%20A.%2C%20Giarrizzo%2C%20T.%2C%20Keenlyside%2C%20N.%2C%20Carvalho%2C%20A.%20R.%2C%20Coll%2C%20M.%2C%20Steenbeek%2C%20J.%2C%20%26amp%3B%20Angelini%2C%20R.%20%282026%29.%20Foodwebai%3A%20Creating%20and%20augmenting%20food%20webs%20with%20natural%20language%20models.%20%26lt%3Bi%26gt%3BSoftwareX%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B35%26lt%3B%5C%2Fi%26gt%3B%2C%20102812.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS2352711026003043%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS2352711026003043%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D6YCSBQCZ%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Foodwebai%3A%20Creating%20and%20augmenting%20food%20webs%20with%20natural%20language%20models%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Eurico%20M.%22%2C%22lastName%22%3A%22Noleto-Filho%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jos%5Cu00e9%20Amorim%22%2C%22lastName%22%3A%22Reis-Filho%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tommaso%22%2C%22lastName%22%3A%22Giarrizzo%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Noel%22%2C%22lastName%22%3A%22Keenlyside%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Adriana%20R.%22%2C%22lastName%22%3A%22Carvalho%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ronaldo%22%2C%22lastName%22%3A%22Angelini%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222026%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS2352711026003043%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A55%3A23Z%22%7D%7D%2C%7B%22key%22%3A%224NRAD97N%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Coll%20et%20al.%22%2C%22parsedDate%22%3A%222025%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BColl%2C%20M.%2C%20Lynam%2C%20C.%2C%20Bas%2C%20M.%2C%20Corrales%2C%20X.%2C%20Ortega-Cerd%26%23xE0%3B%2C%20M.%2C%20Puntila-Dodd%2C%20R.%2C%20Steenbeek%2C%20J.%2C%20Szalaj%2C%20D.%2C%20%26amp%3B%20Tomczak%2C%20M.%20T.%20%282025%29.%20%26lt%3Bi%26gt%3BEffectiveness%20of%20combined%20management%20interventions%20in%20European%20Seas%20to%20face%20cumulative%20impact%20of%20multiple%20human%20activities%20and%20climate%20change%20trajectories%26lt%3B%5C%2Fi%26gt%3B.%20Copernicus%20Meetings.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fmeetingorganizer.copernicus.org%5C%2FOOS2025%5C%2FOOS2025-1480.html%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fmeetingorganizer.copernicus.org%5C%2FOOS2025%5C%2FOOS2025-1480.html%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D4NRAD97N%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22report%22%2C%22title%22%3A%22Effectiveness%20of%20combined%20management%20interventions%20in%20European%20Seas%20to%20face%20cumulative%20impact%20of%20multiple%20human%20activities%20and%20climate%20change%20trajectories%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Christopher%22%2C%22lastName%22%3A%22Lynam%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maria%22%2C%22lastName%22%3A%22Bas%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Xavier%22%2C%22lastName%22%3A%22Corrales%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Miquel%22%2C%22lastName%22%3A%22Ortega-Cerd%5Cu00e0%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Riikka%22%2C%22lastName%22%3A%22Puntila-Dodd%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Dorota%22%2C%22lastName%22%3A%22Szalaj%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maciej%20T.%22%2C%22lastName%22%3A%22Tomczak%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22reportNumber%22%3A%22%22%2C%22reportType%22%3A%22%22%2C%22institution%22%3A%22Copernicus%20Meetings%22%2C%22date%22%3A%222025%22%2C%22DOI%22%3A%22%22%2C%22ISBN%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fmeetingorganizer.copernicus.org%5C%2FOOS2025%5C%2FOOS2025-1480.html%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A55%3A23Z%22%7D%7D%2C%7B%22key%22%3A%22944X6CB9%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Daskalov%20et%20al.%22%2C%22parsedDate%22%3A%222025%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BDaskalov%2C%20G.%20M.%2C%20de%20la%20Puente%2C%20S.%2C%20Scotti%2C%20M.%2C%20Klayn%2C%20S.%2C%20Briguglio%2C%20M.%2C%20Coro%2C%20G.%2C%20Gal%2C%20G.%2C%20Heymans%2C%20J.%20J.%2C%20Rodriguez-Perez%2C%20A.%2C%20%26amp%3B%20Steenbeek%2C%20J.%20G.%20%282025%29.%20Managing%20fisheries%20and%20ecosystems%3A%20current%20good%20practices%20and%20the%20EcoScope%20project%20experience.%20%26lt%3Bi%26gt%3BFrontiers%20in%20Marine%20Science%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B12%26lt%3B%5C%2Fi%26gt%3B%2C%201640487.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.frontiersin.org%5C%2Fjournals%5C%2Fmarine-science%5C%2Farticles%5C%2F10.3389%5C%2Ffmars.2025.1640487%5C%2Ffull%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.frontiersin.org%5C%2Fjournals%5C%2Fmarine-science%5C%2Farticles%5C%2F10.3389%5C%2Ffmars.2025.1640487%5C%2Ffull%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D944X6CB9%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Managing%20fisheries%20and%20ecosystems%3A%20current%20good%20practices%20and%20the%20EcoScope%20project%20experience%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Georgi%20M.%22%2C%22lastName%22%3A%22Daskalov%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Santiago%22%2C%22lastName%22%3A%22de%20la%20Puente%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marco%22%2C%22lastName%22%3A%22Scotti%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Stefania%22%2C%22lastName%22%3A%22Klayn%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marie%22%2C%22lastName%22%3A%22Briguglio%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Gianpaolo%22%2C%22lastName%22%3A%22Coro%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Gideon%22%2C%22lastName%22%3A%22Gal%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Johanna%20J.%22%2C%22lastName%22%3A%22Heymans%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ana%22%2C%22lastName%22%3A%22Rodriguez-Perez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%20Gerhard%22%2C%22lastName%22%3A%22Steenbeek%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222025%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.frontiersin.org%5C%2Fjournals%5C%2Fmarine-science%5C%2Farticles%5C%2F10.3389%5C%2Ffmars.2025.1640487%5C%2Ffull%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A55%3A23Z%22%7D%7D%2C%7B%22key%22%3A%222DHREIK8%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Fuster-Alonso%20et%20al.%22%2C%22parsedDate%22%3A%222025%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BFuster-Alonso%2C%20A.%2C%20Mestre-Tom%26%23xE1%3Bs%2C%20J.%2C%20Baez%2C%20J.%20C.%2C%20Pennino%2C%20M.%20G.%2C%20Barber%2C%20X.%2C%20Bellido%2C%20J.%20M.%2C%20Conesa%2C%20D.%2C%20L%26%23xF3%3Bpez-Qu%26%23xED%3Blez%2C%20A.%2C%20Steenbeek%2C%20J.%2C%20%26amp%3B%20Christensen%2C%20V.%20%282025%29.%20Machine%20learning%20applied%20to%20global%20scale%20species%20distribution%20models.%20%26lt%3Bi%26gt%3BScientific%20Reports%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B15%26lt%3B%5C%2Fi%26gt%3B%281%29%2C%2037534.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs41598-025-20797-x%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs41598-025-20797-x%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D2DHREIK8%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Machine%20learning%20applied%20to%20global%20scale%20species%20distribution%20models%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Alba%22%2C%22lastName%22%3A%22Fuster-Alonso%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jorge%22%2C%22lastName%22%3A%22Mestre-Tom%5Cu00e1s%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jose%20Carlos%22%2C%22lastName%22%3A%22Baez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maria%20Grazia%22%2C%22lastName%22%3A%22Pennino%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Xavier%22%2C%22lastName%22%3A%22Barber%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jose%20Mar%5Cu00eda%22%2C%22lastName%22%3A%22Bellido%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%22%2C%22lastName%22%3A%22Conesa%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Antonio%22%2C%22lastName%22%3A%22L%5Cu00f3pez-Qu%5Cu00edlez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222025%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs41598-025-20797-x%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A55%3A23Z%22%7D%7D%2C%7B%22key%22%3A%22J9PKGF33%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Boot%20et%20al.%22%2C%22parsedDate%22%3A%222025%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BBoot%2C%20A.%20A.%2C%20Steenbeek%2C%20J.%2C%20Coll%2C%20M.%2C%20von%20der%20Heydt%2C%20A.%20S.%2C%20%26amp%3B%20Dijkstra%2C%20H.%20A.%20%282025%29.%20Global%20Marine%20Ecosystem%20Response%20to%20a%20Strong%20AMOC%20Weakening%20Under%20Low%20and%20High%20Future%20Emission%20Scenarios.%20%26lt%3Bi%26gt%3BEarth%26%23x2019%3Bs%20Future%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B13%26lt%3B%5C%2Fi%26gt%3B%281%29%2C%20e2024EF004741.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2024EF004741%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2024EF004741%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DJ9PKGF33%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Global%20Marine%20Ecosystem%20Response%20to%20a%20Strong%20AMOC%20Weakening%20Under%20Low%20and%20High%20Future%20Emission%20Scenarios%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22A.%20A.%22%2C%22lastName%22%3A%22Boot%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22J.%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22M.%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22A.%20S.%22%2C%22lastName%22%3A%22von%20der%20Heydt%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22H.%20A.%22%2C%22lastName%22%3A%22Dijkstra%22%7D%5D%2C%22abstractNote%22%3A%22Marine%20ecosystems%20provide%20essential%20services%20to%20the%20Earth%20System%20and%20society.%20These%20ecosystems%20are%20threatened%20by%20anthropogenic%20activities%20and%20climate%20change.%20Climate%20change%20increases%20the%20risk%20of%20passing%20tipping%20points%3B%20for%20example%2C%20the%20Atlantic%20Meridional%20Overturning%20Circulation%20%28AMOC%29%20might%20tip%20under%20future%20global%20warming%20leading%20to%20additional%20changes%20in%20the%20climate%20system.%20Here%2C%20we%20look%20at%20the%20effect%20of%20an%20AMOC%20weakening%20on%20marine%20ecosystems%20by%20forcing%20the%20Community%20Earth%20System%20Model%20v2%20%28CESM2%29%20with%20low%20%28SSP1-2.6%29%20and%20high%20%28SSP5-8.5%29%20emission%20scenarios%20from%202015%20to%202100.%20An%20additional%20freshwater%20flux%20is%20added%20in%20the%20North%20Atlantic%20to%20induce%20an%20extra%20weakening%20of%20the%20AMOC.%20In%20CESM2%2C%20the%20AMOC%20weakening%20has%20a%20large%20impact%20on%20phytoplankton%20biomass%20and%20temperature%20fields%20through%20various%20mechanisms%20that%20change%20the%20supply%20of%20nutrients%20to%20the%20surface%20ocean.%20We%20drive%20a%20marine%20ecosystem%20model%2C%20EcoOcean%2C%20with%20phytoplankton%20biomass%20and%20temperature%20fields%20from%20CESM2.%20In%20EcoOcean%2C%20we%20see%20negative%20impacts%20in%20Total%20System%20Biomass%20%28TSB%29%2C%20which%20are%20larger%20for%20high%20trophic%20level%20organisms.%20On%20top%20of%20anthropogenic%20climate%20change%2C%20TSB%20decreases%20by%20%5Cu22123.78%20%5C%5C%25%5C%5C%20and%20%5Cu22122.03%20%5C%5C%25%5C%5C%20in%20SSP1-2.6%20and%20SSP5-8.5%2C%20respectively%20due%20to%20the%20AMOC%20weakening.%20However%2C%20regionally%20and%20for%20individual%20groups%2C%20the%20decrease%20can%20be%20as%20large%20as%20%5Cu221230%20%5C%5C%25%5C%5C%2C%20showing%20that%20an%20AMOC%20weakening%20can%20be%20very%20detrimental%20for%20local%20ecosystems.%20These%20results%20show%20that%20marine%20ecosystems%20will%20be%20under%20increased%20threat%20if%20the%20AMOC%20weakens%20which%20might%20put%20additional%20stresses%20on%20socio-economic%20systems%20that%20are%20dependent%20on%20marine%20biodiversity%20as%20a%20food%20and%20income%20source.%22%2C%22date%22%3A%222025%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1029%5C%2F2024EF004741%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fonlinelibrary.wiley.com%5C%2Fdoi%5C%2Fabs%5C%2F10.1029%5C%2F2024EF004741%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222328-4277%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A48%3A01Z%22%7D%7D%2C%7B%22key%22%3A%22V6S83ZAC%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Eddy%20et%20al.%22%2C%22parsedDate%22%3A%222025%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BEddy%2C%20T.%20D.%2C%20Heneghan%2C%20R.%20F.%2C%20Bryndum-Buchholz%2C%20A.%2C%20Fulton%2C%20E.%20A.%2C%20Harrison%2C%20C.%20S.%2C%20Tittensor%2C%20D.%20P.%2C%20Lotze%2C%20H.%20K.%2C%20Ortega-Cisneros%2C%20K.%2C%20Novaglio%2C%20C.%2C%20Bianchi%2C%20D.%2C%20B%26%23xFC%3Bchner%2C%20M.%2C%20Bulman%2C%20C.%2C%20Cheung%2C%20W.%20W.%20L.%2C%20Christensen%2C%20V.%2C%20Coll%2C%20M.%2C%20Everett%2C%20J.%20D.%2C%20Fierro-Arcos%2C%20D.%2C%20Galbraith%2C%20E.%20D.%2C%20Gascuel%2C%20D.%2C%20%26%23x2026%3B%20Blanchard%2C%20J.%20L.%20%282025%29.%20Global%20and%20Regional%20Marine%20Ecosystem%20Models%20Reveal%20Key%20Uncertainties%20in%20Climate%20Change%20Projections.%20%26lt%3Bi%26gt%3BEarth%26%23x2019%3Bs%20Future%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B13%26lt%3B%5C%2Fi%26gt%3B%283%29%2C%20e2024EF005537.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2024EF005537%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2024EF005537%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DV6S83ZAC%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Global%20and%20Regional%20Marine%20Ecosystem%20Models%20Reveal%20Key%20Uncertainties%20in%20Climate%20Change%20Projections%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tyler%20D.%22%2C%22lastName%22%3A%22Eddy%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ryan%20F.%22%2C%22lastName%22%3A%22Heneghan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Andrea%22%2C%22lastName%22%3A%22Bryndum-Buchholz%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Elizabeth%20A.%22%2C%22lastName%22%3A%22Fulton%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cheryl%20S.%22%2C%22lastName%22%3A%22Harrison%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Derek%20P.%22%2C%22lastName%22%3A%22Tittensor%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Heike%20K.%22%2C%22lastName%22%3A%22Lotze%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kelly%22%2C%22lastName%22%3A%22Ortega-Cisneros%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Camilla%22%2C%22lastName%22%3A%22Novaglio%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Daniele%22%2C%22lastName%22%3A%22Bianchi%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Matthias%22%2C%22lastName%22%3A%22B%5Cu00fcchner%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Catherine%22%2C%22lastName%22%3A%22Bulman%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22William%20W.%20L.%22%2C%22lastName%22%3A%22Cheung%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jason%20D.%22%2C%22lastName%22%3A%22Everett%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Denisse%22%2C%22lastName%22%3A%22Fierro-Arcos%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Eric%20D.%22%2C%22lastName%22%3A%22Galbraith%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Didier%22%2C%22lastName%22%3A%22Gascuel%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jerome%22%2C%22lastName%22%3A%22Guiet%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Steve%22%2C%22lastName%22%3A%22Mackinson%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Olivier%22%2C%22lastName%22%3A%22Maury%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Susa%22%2C%22lastName%22%3A%22Niiranen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ricardo%22%2C%22lastName%22%3A%22Oliveros-Ramos%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Juliano%22%2C%22lastName%22%3A%22Palacios-Abrantes%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Chiara%22%2C%22lastName%22%3A%22Piroddi%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Hubert%22%2C%22lastName%22%3A%22du%20Pontavice%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jonathan%22%2C%22lastName%22%3A%22Reum%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Anthony%20J.%22%2C%22lastName%22%3A%22Richardson%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jacob%22%2C%22lastName%22%3A%22Schewe%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Lynne%22%2C%22lastName%22%3A%22Shannon%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Yunne-Jai%22%2C%22lastName%22%3A%22Shin%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jan%22%2C%22lastName%22%3A%22Volkholz%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Nicola%20D.%22%2C%22lastName%22%3A%22Walker%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Phoebe%22%2C%22lastName%22%3A%22Woodworth-Jefcoats%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Julia%20L.%22%2C%22lastName%22%3A%22Blanchard%22%7D%5D%2C%22abstractNote%22%3A%22Climate%20change%20is%20affecting%20ocean%20temperature%2C%20acidity%2C%20currents%2C%20and%20primary%20production%2C%20causing%20shifts%20in%20species%20distributions%2C%20marine%20ecosystems%2C%20and%20ultimately%20fisheries.%20Earth%20system%20models%20simulate%20climate%20change%20impacts%20on%20physical%20and%20biogeochemical%20properties%20of%20future%20oceans%20under%20varying%20emissions%20scenarios.%20Coupling%20these%20simulations%20with%20an%20ensemble%20of%20global%20marine%20ecosystem%20models%20has%20indicated%20broad%20decreases%20of%20fish%20biomass%20with%20warming.%20However%2C%20regional%20details%20of%20these%20impacts%20remain%20much%20more%20uncertain.%20Here%2C%20we%20employ%20CMIP5%20and%20CMIP6%20climate%20change%20impact%20projections%20using%20two%20Earth%20system%20models%20coupled%20with%20four%20regional%20and%20nine%20global%20marine%20ecosystem%20models%20in%2010%20ocean%20regions%20to%20evaluate%20model%20agreement%20at%20regional%20scales.%20We%20find%20that%20models%20developed%20at%20different%20scales%20can%20lead%20to%20stark%20differences%20in%20biomass%20projections.%20On%20average%2C%20global%20models%20projected%20greater%20biomass%20declines%20by%20the%20end%20of%20the%2021st%20century%20than%20regional%20models.%20For%20both%20global%20and%20regional%20models%2C%20greater%20biomass%20declines%20were%20projected%20using%20CMIP6%20than%20CMIP5%20simulations.%20Global%20models%20projected%20biomass%20declines%20in%2086%25%20of%20CMIP5%20simulations%20for%20ocean%20regions%20compared%20to%2050%25%20for%20regional%20models%20in%20the%20same%20ocean%20regions.%20In%20CMIP6%20simulations%2C%20all%20global%20model%20simulations%20projected%20biomass%20declines%20in%20ocean%20regions%20by%202100%2C%20while%20regional%20models%20projected%20biomass%20declines%20in%2067%25%20of%20the%20ocean%20region%20simulations.%20Our%20analysis%20suggests%20that%20improved%20understanding%20of%20the%20causes%20of%20differences%20between%20global%20and%20regional%20marine%20ecosystem%20model%20climate%20change%20projections%20is%20needed%2C%20alongside%20observational%20evaluation%20of%20modeled%20responses.%22%2C%22date%22%3A%222025%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1029%5C%2F2024EF005537%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fonlinelibrary.wiley.com%5C%2Fdoi%5C%2Fabs%5C%2F10.1029%5C%2F2024EF005537%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222328-4277%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A46%3A38Z%22%7D%7D%2C%7B%22key%22%3A%22TW27HIHM%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Murphy%20et%20al.%22%2C%22parsedDate%22%3A%222025%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BMurphy%2C%20K.%2C%20Fierro-Arcos%2C%20D.%2C%20Rohr%2C%20T.%2C%20Green%2C%20D.%2C%20Novaglio%2C%20C.%2C%20Baker%2C%20K.%2C%20Ortega-Cisneros%2C%20K.%2C%20Eddy%2C%20T.%20D.%2C%20Harrison%2C%20C.%20S.%2C%20Hill%2C%20S.%20L.%2C%20Eskuche-Keith%2C%20P.%2C%20Cataldo-Mendez%2C%20C.%2C%20Petrik%2C%20C.%20M.%2C%20Pinkerton%2C%20M.%2C%20Spence%2C%20P.%2C%20Stollberg%2C%20I.%2C%20Subramaniam%2C%20R.%20C.%2C%20Trebilco%2C%20R.%2C%20Tulloch%2C%20V.%2C%20%26%23x2026%3B%20Blanchard%2C%20J.%20%282025%29.%20Developing%20a%20Southern%20Ocean%20Marine%20Ecosystem%20Model%20Ensemble%20to%20Assess%20Climate%20Risks%20and%20Uncertainties.%20%26lt%3Bi%26gt%3BEarth%26%23x2019%3Bs%20Future%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B13%26lt%3B%5C%2Fi%26gt%3B%283%29%2C%20e2024EF004849.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2024EF004849%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2024EF004849%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DTW27HIHM%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Developing%20a%20Southern%20Ocean%20Marine%20Ecosystem%20Model%20Ensemble%20to%20Assess%20Climate%20Risks%20and%20Uncertainties%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kieran%22%2C%22lastName%22%3A%22Murphy%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Denisse%22%2C%22lastName%22%3A%22Fierro-Arcos%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tyler%22%2C%22lastName%22%3A%22Rohr%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%22%2C%22lastName%22%3A%22Green%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Camilla%22%2C%22lastName%22%3A%22Novaglio%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Katherine%22%2C%22lastName%22%3A%22Baker%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kelly%22%2C%22lastName%22%3A%22Ortega-Cisneros%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tyler%20D.%22%2C%22lastName%22%3A%22Eddy%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cheryl%20S.%22%2C%22lastName%22%3A%22Harrison%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Simeon%20L.%22%2C%22lastName%22%3A%22Hill%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Patrick%22%2C%22lastName%22%3A%22Eskuche-Keith%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Camila%22%2C%22lastName%22%3A%22Cataldo-Mendez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Colleen%20M.%22%2C%22lastName%22%3A%22Petrik%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Matthew%22%2C%22lastName%22%3A%22Pinkerton%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Paul%22%2C%22lastName%22%3A%22Spence%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ilaria%22%2C%22lastName%22%3A%22Stollberg%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Roshni%20C.%22%2C%22lastName%22%3A%22Subramaniam%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Rowan%22%2C%22lastName%22%3A%22Trebilco%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Vivitskaia%22%2C%22lastName%22%3A%22Tulloch%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Juliano%22%2C%22lastName%22%3A%22Palacios-Abrantes%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Sophie%22%2C%22lastName%22%3A%22Bestley%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Daniele%22%2C%22lastName%22%3A%22Bianchi%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Philip%22%2C%22lastName%22%3A%22Boyd%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Pearse%20J.%22%2C%22lastName%22%3A%22Buchanan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Andrea%22%2C%22lastName%22%3A%22Bryndum-Buchholz%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Stuart%22%2C%22lastName%22%3A%22Corney%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Samik%22%2C%22lastName%22%3A%22Datta%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jason%20D.%22%2C%22lastName%22%3A%22Everett%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Romain%22%2C%22lastName%22%3A%22Forestier%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Elizabeth%20A.%22%2C%22lastName%22%3A%22Fulton%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Vianney%22%2C%22lastName%22%3A%22Guibourd%20de%20Luzinais%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ryan%22%2C%22lastName%22%3A%22Heneghan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Julia%20G.%22%2C%22lastName%22%3A%22Mason%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Olivier%22%2C%22lastName%22%3A%22Maury%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Clive%20R.%22%2C%22lastName%22%3A%22McMahon%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Eugene%22%2C%22lastName%22%3A%22Murphy%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Anthony%20J.%22%2C%22lastName%22%3A%22Richardson%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Derek%20P.%22%2C%22lastName%22%3A%22Tittensor%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Scott%22%2C%22lastName%22%3A%22Spillias%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Devi%22%2C%22lastName%22%3A%22Veytia%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Julia%22%2C%22lastName%22%3A%22Blanchard%22%7D%5D%2C%22abstractNote%22%3A%22Climate%20change%20could%20irreversibly%20modify%20Southern%20Ocean%20ecosystems.%20Marine%20ecosystem%20model%20%28MEM%29%20ensembles%20can%20assist%20policy%20making%20by%20projecting%20future%20changes%20and%20allowing%20the%20evaluation%20and%20assessment%20of%20alternative%20management%20approaches.%20However%2C%20projected%20changes%20in%20total%20consumer%20biomass%20from%20the%20Fisheries%20and%20Marine%20Ecosystem%20Model%20Intercomparison%20Project%20%28FishMIP%29%20global%20MEM%20ensemble%20highlight%20an%20uncertain%20future%20for%20the%20Southern%20Ocean%2C%20indicating%20the%20need%20for%20a%20region-specific%20ensemble.%20A%20large%20source%20of%20model%20uncertainty%20originates%20from%20the%20Earth%20system%20models%20used%20to%20force%20FishMIP%20models%2C%20particularly%20future%20changes%20to%20lower%20trophic%20level%20biomass%20and%20sea-ice%20coverage.%20To%20build%20confidence%20in%20regional%20MEMs%20as%20ecosystem-based%20management%20tools%20in%20a%20changing%20climate%20that%20can%20better%20account%20for%20uncertainty%2C%20we%20propose%20the%20development%20of%20a%20Southern%20Ocean%20Marine%20Ecosystem%20Model%20Ensemble%20%28SOMEME%29%20contributing%20to%20the%20FishMIP%202.0%20regional%20model%20intercomparison%20initiative.%20One%20of%20the%20challenges%20hampering%20progress%20of%20regional%20MEM%20ensembles%20is%20achieving%20the%20balance%20of%20global%20standardised%20inputs%20with%20regional%20relevance.%20As%20a%20first%20step%2C%20we%20design%20a%20SOMEME%20simulation%20protocol%2C%20that%20builds%20on%20and%20extends%20the%20existing%20FishMIP%20framework%2C%20in%20stages%20that%20include%3A%20detailed%20skill%20assessment%20of%20climate%20forcing%20variables%20for%20Southern%20Ocean%20regions%2C%20extension%20of%20fishing%20forcing%20data%20to%20include%20whaling%2C%20and%20new%20simulations%20that%20assess%20ecological%20links%20to%20sea-ice%20processes%20in%20an%20ensemble%20of%20candidate%20regional%20MEMs.%20These%20extensions%20will%20help%20advance%20assessments%20of%20urgently%20needed%20climate%20change%20impacts%20on%20Southern%20Ocean%20ecosystems.%22%2C%22date%22%3A%222025%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1029%5C%2F2024EF004849%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fonlinelibrary.wiley.com%5C%2Fdoi%5C%2Fabs%5C%2F10.1029%5C%2F2024EF004849%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222328-4277%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A46%3A38Z%22%7D%7D%2C%7B%22key%22%3A%22LQK6JZIH%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Steenbeek%20et%20al.%22%2C%22parsedDate%22%3A%222024-10-22%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BSteenbeek%2C%20J.%2C%20Christensen%2C%20V.%2C%20Fulton%2C%20E.%20A.%2C%20%26amp%3B%20Espino%20Infantes%2C%20M.%20%282024%29.%20%26lt%3Bi%26gt%3BEcosystem%20modelling%20for%20the%20ocean%20decade%20-%20facing%20the%20challenge%26lt%3B%5C%2Fi%26gt%3B%20%5BUniversitat%20Polit%26%23xE8%3Bcnica%20de%20Catalunya%5D.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5821%5C%2Fdissertation-2117-417801%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5821%5C%2Fdissertation-2117-417801%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DLQK6JZIH%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22thesis%22%2C%22title%22%3A%22Ecosystem%20modelling%20for%20the%20ocean%20decade%20-%20facing%20the%20challenge%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Elizabeth%20A.%22%2C%22lastName%22%3A%22Fulton%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Manuel%22%2C%22lastName%22%3A%22Espino%20Infantes%22%7D%5D%2C%22abstractNote%22%3A%22%28English%29%20The%20worlds%5Cu2019marine%20ecosystems%20are%20degrading%20under%20wide%20ranges%20of%20ever%20intensifying%2C%20diversifying%20and%20co-occurring%20human%20pressures.%20Ecosystem-based%20management%20%28EBM%29%20approaches%20have%20emerged%20as%20an%20alternative%20to%20ineffective%20single%20species%20and%20single%20sector%20management%2C%20veering%20away%20from%20siloed%20top-down%20approaches%20towards%20science-based%2C%20participatory%20processes%20that%20recognise%20connections%20across%20the%20system%20and%20seek%20to%20balance%20economic%20benefits%20with%20sustainably%20harvested%20and%20healthy%20ecosystems.%20To%20galvanize%20a%20global%20push%20towards%20EBM%2C%20the%20United%20Nations%20declaration%20of%20the%20Decade%20of%20Ocean%20Science%20for%20Sustainable%20Development%20%28Ocean%20Decade%29%20has%20given%20the%20oceanographic%20community%20a%20unique%20imperative%20to%20transform%20marine%20sciences%20into%20holistic%2C%20participatory%2C%20transparent%20and%20inclusive%20forms%20that%20involve%20and%20serve%20society.%20%5CnTransforming%20actual%20ocean%20sciences%20is%20easier%20said%20than%20done.%20Marine%20Ecosystem%20Models%20or%20MEMs%20are%20powerful%20mathematical%20tools%20for%20understanding%20past%20marine%20ecosystem%20and%20their%20dynamics%20under%20cumulative%20pressures%2C%20and%20have%20utility%20for%20predicting%20how%20ecosystems%20may%20continue%20to%20develop%20under%20scenarios%20of%20change.%20MEMs%20are%20widely%20used%20in%20science%2C%20and%20have%20significant%20utility%20to%20advice%20decision%20making%20and%20policy.%20However%2C%20despite%20decades%20of%20scientific%20progress%2C%20and%20despite%20an%20abundance%20of%20scientific%20recipes%20in%20the%20literature%20that%20can%20be%20deployed%20towards%20the%20aims%20of%20the%20Ocean%20Decade%2C%20the%20actual%20uptake%20of%20MEMs%20in%20management%20remains%20low.%20%5Cn%20%5CnThis%20dissertation%20explores%20why%20this%20is%2C%20and%20argues%20that%20the%20actual%20uptake%20of%20MEMs%20in%20policy%20and%20society%20is%20in%20part%20hampered%20by%20a%20factor%20largely%20ignored%20by%20the%20marine%20sciences%3A%20technical%20issues%2C%20institutionalized%20by%20the%20current%20competitive%20and%20%5Cnachievement-driven%20academic%20funding%20model.%20The%20dissertation%20is%20based%20on%20four%20manuscripts%2C%20which%20explore%20the%20specific%20challenges%20raised%20by%20the%20Ocean%20Decade%2C%20and%20define%20and%20implement%20working%20prototypes%20to%20demonstrate%20that%20the%20gap%20between%20theory%20and%20practice%20can%20be%20bridged.%20%5Cn%20%5CnThe%20first%20challenge%2C%20enabling%20decision%20processes%20to%20use%20MEMs%2C%20is%20addressed%20in%20manuscript%201%20where%20a%20MEM%20is%20integrated%20into%20a%20decision%20support%20tool%20for%20marine%20spatial%20planning%2C%20beyond%20the%20operational%20control%20of%20marine%20scientists.%20The%20second%20challenge%2C%20related%20to%20meaningfully%20communicating%20MEM%20output%20to%20outside%20audiences%2C%20is%20addressed%20in%20manuscript%202%20where%20a%20MEM%20is%20interconnected%20with%20a%203D%20gaming%20engine%20to%20empathically%20visualize%20environmental%20change.%20The%20last%20challenge%2C%20making%20sure%20that%20MEM%20output%20is%20robust%2C%20is%20discussed%20in%20manuscripts%203%20and%204.%20Of%20these%2C%20the%20first%20manuscript%20explores%20the%20reasons%20behind%20lack%20of%20systematic%20MEM%20assessments%20and%20puts%20forth%20a%20potential%20framework%20to%20overcome%20this%2030-year%20old%20limitation.%20Manuscript%204%20introduces%20a%20working%20and%20open-source%20prototype%20of%20that%20framework.%20%5Cn%20%5CnOverall%2C%20these%20studies%20show%20that%20relatively%20simple%20software%20engineering%20can%20empower%20the%20use%20of%20MEMs%20towards%20the%20aims%20of%20the%20Ocean%20Decade%2C%20EBM%2C%20and%20beyond.%20This%20dissertation%20underscores%20that%20scientific%20and%20technical%20developments%20must%20go%20hand%20in%20hand%2C%20but%20also%20suggests%20that%20the%20status%20quo%20may%20not%20change%20unless%20long-term%20tool%20development%20and%20support%20become%20academic%20funding%20priorities.%20Last%2C%20although%20the%20prototypes%20developed%20in%20this%20dissertation%20should%20be%20taken%20as%20ideas%20that%20need%20further%20maturing%20in%20future%20research%2C%20the%20ideas%20throughout%20irrevocably%20demonstrate%20that%20the%20field%20of%20marine%20ecosystem%20modelling%20with%20relatively%20simple%20means%20can%20be%20made%20operational%20for%20the%20Ocean%20Decade.%20If%20anything%2C%20this%20dissertation%20is%20a%20rallying%20cry%20to%20the%20global%20marine%20ecosystem%20modelling%20community%20to%20rethink%20and%20reshape%20how%20we%20build%2C%20validate%2C%20calibrate%20and%20deploy%20our%20tools%2C%20with%20the%20aim%20to%20reach%20and%20involve%20the%20audiences%20that%20need%20marine%20science%20advice%20but%20do%20not%20have%20the%20means%20to%20generate%20it.%5Cn%20%20%20%20%20%20%20%20%20%20%28Catal%5Cu00e0%29%20Els%20ecosistemes%20marins%20del%20m%5Cu00f3n%20s%26%23039%3Bestan%20degradant%20sota%20un%20ampli%20ventall%20de%20pressions%20humanes%20combinades%20que%20s%26%23039%3Bintensifiquen%20i%20es%20diversifiquen.%20Els%20enfocaments%20de%20gesti%5Cu00f3%20basada%20en%20ecosistemes%20%28EBM%29%20han%20sorgit%20com%20una%20alternativa%20a%20la%20gesti%5Cu00f3%20inefica%5Cu00e7%2C%20transitant%20des%20d%5Cu00b4enfocaments%20sectorials%20de%20dalt%20a%20baix%20cap%20a%20processos%20participatius%20recolzats%20en%20la%20ci%5Cu00e8ncia%20que%20reconeixen%20connexions%20a%20nivell%20de%20tot%20el%20sistema%20i%20busquen%20equilibrar%20el%20benefici%20econ%5Cu00f2mic%20amb%20ecosistemes%20saludables%20i%20sostenibles.%20El%20Decenni%20de%20les%20Ci%5Cu00e8ncies%20Oce%5Cu00e0niques%20per%20al%20Desenvolupament%20Sostenible%20de%20les%20Nacions%20Unides%20ha%20traslladat%20a%20la%20comunitat%20oceanogr%5Cu00e0fica%20l%5Cu00b4imperatiu%20de%20transformar%20les%20ci%5Cu00e8ncies%20marines%20mitjan%5Cu00e7ant%20enfocaments%20hol%5Cu00edstics%2C%20participatius%2C%20transparents%20i%20inclusius%20que%20involucrin%20i%20serveixin%20a%20la%20societat.%20%5Cn%20%5CnTransformar%20les%20ci%5Cu00e8ncies%20oce%5Cu00e0niques%20actuals%20%5Cu00e9s%20dif%5Cu00edcil.%20Els%20models%20d%26%23039%3Becosistemes%20marins%20%28MEM%29%20s%5Cu00f3n%20eines%20matem%5Cu00e0tiques%20poderoses%20per%20comprendre%20la%20din%5Cu00e0mica%20passada%20dels%20ecosistemes%20marins%20i%20el%20seu%20canvi%20sota%20pressions%20acumulatives%2C%20i%20capaces%20de%20predir%20com%20els%20ecosistemes%20poden%20continuar%20desenvolupant-se%20en%20escenaris%20canviants.%20Els%20MEM%20s%26%23039%3Butilitzen%20%5Cu00e0mpliament%20en%20ci%5Cu00e8ncia%20i%20tenen%20una%20gran%20utilitat%20per%20assessorar%20pol%5Cu00edtiques%20i%20prendre%20decisions.%20No%20obstant%20aix%5Cu00f2%2C%20malgrat%20d%5Cu00e8cades%20de%20progr%5Cu00e9s%20i%20de%20l%26%23039%3Babund%5Cu00e0ncia%20de%20recomanacions%20cient%5Cu00edfiques%20que%20poden%20implementar-se%20per%20aconseguir%20els%20objectius%20del%20Decenni%20dels%20Oceans%2C%20l%26%23039%3Badopci%5Cu00f3%20real%20dels%20MEM%20en%20la%20gesti%5Cu00f3%20continua%20sent%20baixa.%20%5Cn%20%5CnAquesta%20tesi%20explora%20les%20raons%20d%26%23039%3Baquesta%20situaci%5Cu00f3%20i%20sost%5Cu00e9%20que%20l%26%23039%3Badopci%5Cu00f3%20real%20dels%20MEM%20en%20les%20pol%5Cu00edtiques%20i%20la%20societat%20es%20veu%20en%20part%20obstaculitzada%20per%20un%20factor%20ignorat%20en%20gran%20part%20per%20les%20ci%5Cu00e8ncies%20marines%3A%20els%20problemes%20t%5Cu00e8cnics%2C%20institucionalitzats%20pel%20model%20actual%20de%20finan%5Cu00e7ament%20acad%5Cu00e8mic%20competitiu%20i%20orientat%20a%20resultats.%20La%20tesi%20es%20basa%20en%20quatre%20manuscrits%2C%20que%20exploren%20els%20desafiaments%20espec%5Cu00edfics%20que%20planteja%20la%20d%5Cu00e8cada%20dels%20oceans%20i%20defineixen%20i%20implementen%20prototips%20funcionals%20que%20mostren%20que%20es%20pot%20salvar%20la%20bretxa%20entre%20la%20teoria%20i%20la%20pr%5Cu00e0ctica.%20%5Cn%20%5CnEl%20primer%20desafiament%2C%20permetre%20que%20els%20processos%20de%20decisi%5Cu00f3%20utilitzin%20MEM%2C%20s%26%23039%3Baborda%20al%20manuscrit%201%2C%20on%20un%20MEM%20s%26%23039%3Bintegra%20en%20una%20eina%20de%20suport%20a%20la%20decisi%5Cu00f3%20per%20a%20la%20planificaci%5Cu00f3%20de%20l%26%23039%3Bespai%20mar%5Cu00ed%2C%20sense%20necessitat%20de%20control%20operatiu%20dels%20cient%5Cu00edfics%20marins.%20El%20segon%20desafiament%2C%20relacionat%20amb%20la%20comunicaci%5Cu00f3%20significativa%20de%20la%20sortida%20del%20MEM%20a%20audi%5Cu00e8ncies%20externes%2C%20s%26%23039%3Baborda%20al%20manuscrit%202%2C%20en%20el%20qual%20un%20MEM%20s%5Cu2019interconnecta%20amb%20un%20motor%20de%20joc%203D%20per%20mostrar%20visualment%20el%20canvi%20ambiental.%20El%20desafiament%20final%2C%20garantir%20que%20els%20resultats%20del%20MEM%20siguin%20s%5Cu00f2lids%2C%20es%20discuteix%20en%20els%20manuscrits%203%20i%204.%20D%26%23039%3Baquests%2C%20el%20primer%20explora%20les%20raons%20de%20la%20manca%20d%26%23039%3Bavaluacions%20sistem%5Cu00e0tiques%20dels%20MEM%20i%20proposa%20un%20marc%20potencial%20per%20superar%20aquesta%20limitaci%5Cu00f3%20persistent%2C%20mentre%20que%20el%20segon%20presenta%20un%20prototip%20funcional%20de%20codi%20obert%20d%26%23039%3Baquest%20marc.%20%5Cn%20%5CnEn%20conjunt%2C%20aquests%20estudis%20mostren%20que%20una%20enginyeria%20de%20programari%20relativament%20senzilla%20pot%20potenciar%20l%26%23039%3B%5Cu00fas%20de%20MEM%20per%20als%20objectius%20de%20la%20d%5Cu00e8cada%20oce%5Cu00e0nica%2C%20l%5Cu2019EBM%20i%20m%5Cu00e9s%20enll%5Cu00e0.%20Aquesta%20tesi%20subratlla%20que%20els%20avan%5Cu00e7os%20cient%5Cu00edfics%20i%20t%5Cu00e8cnics%20han%20d%26%23039%3Banar%20de%20bracet%2C%20per%5Cu00f2%20tamb%5Cu00e9%20suggereix%20que%20el%20l%26%23039%3Bestancament%20actual%20no%20pot%20canviar%20tret%20que%20el%20desenvolupament%20i%20el%20suport%20a%20llarg%20termini%20a%20les%20eines%20sigui%20una%20prioritat%20de%20finan%5Cu00e7ament.%20Encara%20que%20els%20prototips%20desenvolupats%20en%20aquesta%20tesi%20han%20de%20prendre%5Cu00b4s%20com%20a%20idees%20que%20necessiten%20madurar-se%20m%5Cu00e9s%20en%20futures%20investigacions%2C%20els%20treballs%20presentats%20mostren%20amb%20claredat%20que%20la%20modelitzaci%5Cu00f3%20d%26%23039%3Becosistemes%20marins%20amb%20mitjans%20relativament%20senzills%20pot%20fer-se%20operativa%20per%20a%20la%20D%5Cu00e8cada%20dels%20Oceans.%20%5CnFinalment%2C%20aquest%20treball%20%5Cu00e9s%20una%20crida%20urgent%20a%20la%20comunitat%20mundial%20de%20modelitzaci%5Cu00f3%20d%26%23039%3Becosistemes%20marins%20per%20repensar%20i%20remodelar%20com%20constru%5Cu00efm%2C%20validem%2C%20calibrem%20i%20despleguem%20les%20nostres%20eines%2C%20amb%20l%26%23039%3Bobjectiu%20d%26%23039%3Barribar%20i%20implicar%20a%20les%20audi%5Cu00e8ncies%20que%20necessitin%20aquest%20assessorament.%5Cn%20%20%20%20%20%20%20%20%20%20%28Espa%5Cu00f1ol%29%20Los%20ecosistemas%20marinos%20del%20mundo%20se%20est%5Cu00e1n%20degradando%20por%20efecto%20de%20una%20amplia%20gama%20de%20presiones%20humanas%20combinadas%20que%20se%20intensifican%20y%20diversifican.%20Los%20enfoques%20de%20gesti%5Cu00f3n%20basada%20en%20ecosistemas%20%28EBM%29%20han%20surgido%20como%20alternativa%20a%20la%20gesti%5Cu00f3n%20ineficaz%2C%20transitando%20desde%20enfoques%20sectoriales%20basados%20en%20una%20l%5Cu00f3gica%20de%20arriba-abajo%20hacia%20procesos%20participativos%20apoyados%20en%20la%20ciencia%20que%20reconocen%20conexiones%20a%20nivel%20de%20todo%20el%20sistema%20y%20buscan%20equilibrar%20el%20beneficio%20econ%5Cu00f3mico%20con%20ecosistemas%20saludables%20y%20sostenibles.%20El%20Decenio%20de%20las%20Ciencias%20Oce%5Cu00e1nicas%20para%20el%20Desarrollo%20Sostenible%20de%20las%20Naciones%20Unidas%20ha%20trasladado%20a%20la%20comunidad%20oceanogr%5Cu00e1fica%20el%20imperativo%20de%20transformar%20las%20ciencias%20marinas%20con%20enfoques%20hol%5Cu00edsticos%2C%20participativos%2C%20transparentes%20e%20inclusivos%20que%20involucren%20y%20sirvan%20a%20la%20sociedad.%20%5Cn%20%5CnTransformar%20las%20ciencias%20oce%5Cu00e1nicas%20actuales%20es%20dif%5Cu00edcil.%20Los%20modelos%20de%20ecosistemas%20marinos%20%28MEM%29%20son%20herramientas%20matem%5Cu00e1ticas%20poderosas%20para%20comprender%20la%20din%5Cu00e1mica%20pasada%20de%20los%20ecosistemas%20marinos%20y%20su%20cambio%20bajo%20presiones%20acumulativas%2C%20y%20capaces%20de%20predecir%20c%5Cu00f3mo%20los%20ecosistemas%20pueden%20continuar%20desarroll%5Cu00e1ndose%20en%20escenarios%20cambiantes.%20Los%20MEM%20se%20utilizan%20ampliamente%20en%20ciencia%20y%20tienen%20una%20gran%20utilidad%20para%20asesorar%20pol%5Cu00edticas%20y%20tomar%20decisiones.%20Sin%20embargo%2C%20a%20pesar%20de%20d%5Cu00e9cadas%20de%20progreso%20y%20de%20la%20abundancia%20de%20recomendaciones%20en%20la%20literatura%20cient%5Cu00edfica%20que%20pueden%20implementarse%20para%20alcanzar%20los%20objetivos%20del%20Decenio%20de%20los%20Oc%5Cu00e9anos%2C%20la%20adopci%5Cu00f3n%20real%20de%20los%20MEM%20en%20la%20gesti%5Cu00f3n%20sigue%20siendo%20baja.%20%5CnEsta%20tesis%20explora%20las%20razones%20de%20esta%20situaci%5Cu00f3n%20y%20sostiene%20que%20la%20adopci%5Cu00f3n%20real%20de%20los%20MEM%20en%20las%20pol%5Cu00edticas%20y%20la%20sociedad%20se%20ve%20obstaculizada%20en%20parte%20por%20un%20factor%20ignorado%20en%20gran%20medida%20por%20las%20ciencias%20marinas%3A%20los%20problemas%20t%5Cu00e9cnicos%2C%20institucionalizados%20por%20el%20modelo%20actual%20de%20financiaci%5Cu00f3n%20acad%5Cu00e9mica%20competitiva%20y%20orientada%20a%20resultados.%20La%20tesis%20se%20basa%20en%20cuatro%20manuscritos%20que%20exploran%20los%20desaf%5Cu00edos%20espec%5Cu00edficos%20que%20plantea%20la%20D%5Cu00e9cada%20de%20los%20Oc%5Cu00e9anos%20y%20definen%20e%20implementan%20prototipos%20funcionales%20que%20muestran%20que%20se%20puede%20cerrar%20la%20brecha%20entre%20la%20teor%5Cu00eda%20y%20la%20pr%5Cu00e1ctica.%20%5Cn%20%5CnEl%20primer%20desaf%5Cu00edo%2C%20permitir%20que%20los%20procesos%20de%20decisi%5Cu00f3n%20utilicen%20MEM%2C%20se%20aborda%20en%20el%20manuscrito%201%2C%20en%20el%20que%20un%20MEM%20se%20integra%20en%20una%20herramienta%20de%20apoyo%20a%20la%20toma%20de%20decisiones%20para%20la%20planificaci%5Cu00f3n%20espacial%20marina%2C%20sin%20necesidad%20de%20control%20operativo%20de%20los%20cient%5Cu00edficos%20marinos.%20El%20segundo%20desaf%5Cu00edo%2C%20relacionado%20con%20la%20comunicaci%5Cu00f3n%20efectiva%20de%20los%20resultados%20de%20MEM%20a%20audiencias%20externas%2C%20se%20aborda%20en%20el%20manuscrito%202%2C%20en%20el%20que%20un%20MEM%20se%20interconecta%20con%20un%20motor%20de%20juego%203D%20para%20mostrar%20visualmente%20el%20cambio%20ambiental.%20El%20desaf%5Cu00edo%20final%2C%20garantizar%20que%20los%20resultados%20del%20MEM%20sean%20s%5Cu00f3lidos%2C%20se%20analiza%20en%20los%20manuscritos%203%20y%204.%20De%20estos%2C%20el%20primero%20explora%20las%20razones%20de%20la%20falta%20de%20evaluaciones%20sistem%5Cu00e1ticas%20del%20MEM%20y%20propone%20un%20marco%20para%20superar%20esta%20limitaci%5Cu00f3n%20persistente%2C%20mientras%20que%20el%20segundo%20presenta%20un%20prototipo%20funcional%20de%20c%5Cu00f3digo%20abierto%20de%20este%20marco.%20%5Cn%20%5CnEn%20conjunto%2C%20estos%20estudios%20muestran%20que%20una%20ingenier%5Cu00eda%20de%20software%20relativamente%20sencilla%20puede%20potenciar%20el%20uso%20de%20MEM%20hacia%20los%20objetivos%20de%20la%20D%5Cu00e9cada%20de%20los%20Oc%5Cu00e9anos%2C%20la%20EBM%20y%20m%5Cu00e1s%20all%5Cu00e1.%20Esta%20tesis%20subraya%20que%20los%20avances%20cient%5Cu00edficos%20y%20t%5Cu00e9cnicos%20deben%20ir%20de%20la%20mano%2C%20pero%20tambi%5Cu00e9n%20sugiere%20que%20el%20statu%20quo%20puede%20no%20cambiar%20a%20menos%20que%20el%20apoyo%20a%20largo%20plazo%20a%20las%20herramientas%20sea%20una%20prioridad%20de%20financiaci%5Cu00f3n.%20Por%20%5Cu00faltimo%2C%20aunque%20los%20prototipos%20desarrollados%20en%20esta%20tesis%20deben%20tomarse%20como%20ideas%20que%20necesitan%20madurarse%20m%5Cu00e1s%2C%20los%20trabajos%20presentados%20muestran%20inequ%5Cu00edvocamente%20que%20el%20campo%20de%20la%20modelizaci%5Cu00f3n%20de%20ecosistemas%20marinos%20con%20medios%20relativamente%20simples%20puede%20hacerse%20operativo%20para%20el%20Decenio%20de%20los%20Oc%5Cu00e9anos.%20Finalmente%2C%20este%20trabajo%20aspira%20a%20motivar%20a%20la%20comunidad%20mundial%20de%20modelizaci%5Cu00f3n%20de%20ecosistemas%20marinos%20para%20repensar%20c%5Cu00f3mo%20construimos%2C%20validamos%2C%20calibramos%20e%20implementamos%20nuestras%20herramientas%2C%20con%20el%20objetivo%20de%20llegar%20e%20involucrar%20a%20las%20audiencias%20que%20necesiten%20ese%20asesoramiento.%22%2C%22thesisType%22%3A%22%22%2C%22university%22%3A%22Universitat%20Polit%5Cu00e8cnica%20de%20Catalunya%22%2C%22date%22%3A%222024-10-22%22%2C%22DOI%22%3A%2210.5821%5C%2Fdissertation-2117-417801%22%2C%22ISBN%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22http%3A%5C%2F%5C%2Fhdl.handle.net%5C%2F2117%5C%2F417801%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A52%3A24Z%22%7D%7D%2C%7B%22key%22%3A%22AX6L2WTU%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Boot%20et%20al.%22%2C%22parsedDate%22%3A%222024-04-15%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BBoot%2C%20A.%20A.%2C%20Steenbeek%2C%20J.%20G.%2C%20Coll%2C%20M.%2C%20Heydt%2C%20A.%20S.%20V.%20D.%2C%20%26amp%3B%20Dijkstra%2C%20H.%20A.%20%282024%29.%20%26lt%3Bi%26gt%3BGlobal%20marine%20ecosystem%20response%20to%20a%20strong%20AMOC%20weakening%20under%20low%20and%20high%20future%20emission%20scenarios%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.22541%5C%2Fessoar.171319366.64840276%5C%2Fv1%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.22541%5C%2Fessoar.171319366.64840276%5C%2Fv1%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DAX6L2WTU%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22preprint%22%2C%22title%22%3A%22Global%20marine%20ecosystem%20response%20to%20a%20strong%20AMOC%20weakening%20under%20low%20and%20high%20future%20emission%20scenarios%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Amber%20Adore%22%2C%22lastName%22%3A%22Boot%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%20Gerhard%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Anna%20S.%20Von%20Der%22%2C%22lastName%22%3A%22Heydt%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Henk%20A.%22%2C%22lastName%22%3A%22Dijkstra%22%7D%5D%2C%22abstractNote%22%3A%22Marine%20ecosystems%20provide%20essential%20services%20to%20the%20Earth%20System%20and%5Cnsociety.%20These%20ecosystems%20are%20threatened%20by%20anthropogenic%20activities%20and%5Cnclimate%20change.%20Climate%20change%20increases%20the%20risk%20of%20passing%20tipping%5Cnpoints%3B%20for%20example%2C%20the%20Atlantic%20Meridional%20Overturning%20Circulation%5Cn%28AMOC%29%20might%20tip%20under%20future%20global%20warming%20leading%20to%20additional%5Cnchanges%20in%20the%20climate%20system.%20Here%2C%20we%20look%20at%20the%20effect%20of%20an%20AMOC%5Cnweakening%20on%20marine%20ecosystems%20by%20forcing%20the%20Community%20Earth%20System%5CnModel%20v2%20%28CESM2%29%20with%20low%20%28SSP1-2.6%29%20and%20high%20%28SSP5-8.5%29%20emission%5Cnscenarios%20from%202015%20to%202100.%20An%20additional%20freshwater%20flux%20is%20added%20in%5Cnthe%20North%20Atlantic%20to%20induce%20extra%20weakening%20of%20the%20AMOC.%20In%20CESM2%2C%20the%5CnAMOC%20weakening%20has%20a%20large%20impact%20on%20phytoplankton%20biomass%20and%5Cntemperature%20fields%20through%20various%20mechanisms%20that%20change%20the%20supply%20of%5Cnnutrients%20to%20the%20surface%20ocean.%20We%20drive%20a%20marine%20ecosystem%20model%2C%5CnEcoOcean%2C%20with%20phytoplankton%20biomass%20and%20temperature%20fields%20from%20CESM2.%5CnIn%20EcoOcean%2C%20we%20see%20negative%20impacts%20in%20Total%20System%20Biomass%20%28TSB%29%2C%5Cnwhich%20are%20larger%20for%20high%20trophic%20level%20organisms.%20The%20strongest%20net%5Cneffect%20is%20seen%20in%20the%20high%20emission%20scenario%2C%20but%20the%20effect%20of%20the%5Cnextra%20AMOC%20weakening%20on%20TSB%20is%20larger%20in%20the%20low%20emission%20scenario.%20On%5Cntop%20of%20anthropogenic%20climate%20change%2C%20TSB%20decreases%20by%20-3.78%25%20and%5Cn-2.03%25%20in%20SSP1-2.6%20and%20SSP5-8.5%2C%20respectively%20due%20to%20the%20AMOC%5Cnweakening.%20These%20results%20show%20that%20marine%20ecosystems%20will%20be%20under%5Cnincreased%20threat%20if%20the%20AMOC%20weakens%20which%20might%20put%20additional%20stresses%5Cnon%20socio-economic%20systems%20that%20are%20dependent%20on%20marine%20biodiversity%20as%20a%5Cnfood%20and%20income%20source.%22%2C%22genre%22%3A%22%22%2C%22repository%22%3A%22%22%2C%22archiveID%22%3A%22%22%2C%22date%22%3A%222024-4-15%22%2C%22DOI%22%3A%2210.22541%5C%2Fessoar.171319366.64840276%5C%2Fv1%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fessopenarchive.org%5C%2Fusers%5C%2F668598%5C%2Farticles%5C%2F825971-global-marine-ecosystem-response-to-a-strong-amoc-weakening-under-low-and-high-future-emission-scenarios%3Fcommit%3D9e4e97c43e2dde5615a4abd6ee1183814eb56950%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A55%3A40Z%22%7D%7D%2C%7B%22key%22%3A%223BFMNLNY%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Steenbeek%20et%20al.%22%2C%22parsedDate%22%3A%222024-03%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BSteenbeek%2C%20J.%2C%20Ortega%2C%20P.%2C%20Bernardello%2C%20R.%2C%20Christensen%2C%20V.%2C%20Coll%2C%20M.%2C%20Exarchou%2C%20E.%2C%20Fuster%26%23x2010%3BAlonso%2C%20A.%2C%20Heneghan%2C%20R.%2C%20Juli%26%23xE0%3B%20Melis%2C%20L.%2C%20Pennino%2C%20M.%20G.%2C%20Rivas%2C%20D.%2C%20%26amp%3B%20Keenlyside%2C%20N.%20%282024%29.%20Making%20Ecosystem%20Modeling%20Operational%26%23x2013%3BA%20Novel%20Distributed%20Execution%20Framework%20to%20Systematically%20Explore%20Ecological%20Responses%20to%20Divergent%20Climate%20Trajectories.%20%26lt%3Bi%26gt%3BEarth%26%23x2019%3Bs%20Future%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B12%26lt%3B%5C%2Fi%26gt%3B%283%29%2C%20e2023EF004295.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2023EF004295%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2023EF004295%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D3BFMNLNY%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Making%20Ecosystem%20Modeling%20Operational%5Cu2013A%20Novel%20Distributed%20Execution%20Framework%20to%20Systematically%20Explore%20Ecological%20Responses%20to%20Divergent%20Climate%20Trajectories%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Pablo%22%2C%22lastName%22%3A%22Ortega%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Raffaele%22%2C%22lastName%22%3A%22Bernardello%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Eleftheria%22%2C%22lastName%22%3A%22Exarchou%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Alba%22%2C%22lastName%22%3A%22Fuster%5Cu2010Alonso%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ryan%22%2C%22lastName%22%3A%22Heneghan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Laura%22%2C%22lastName%22%3A%22Juli%5Cu00e0%20Melis%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maria%20Grazia%22%2C%22lastName%22%3A%22Pennino%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%22%2C%22lastName%22%3A%22Rivas%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Noel%22%2C%22lastName%22%3A%22Keenlyside%22%7D%5D%2C%22abstractNote%22%3A%22Marine%20Ecosystem%20Models%20%28MEMs%29%20are%20increasingly%20driven%20by%20Earth%20System%20Models%20%28ESMs%29%20to%20better%20understand%20marine%20ecosystem%20dynamics%2C%20and%20to%20analyze%20the%20effects%20of%20alternative%20management%20efforts%20for%20marine%20ecosystems%20under%20potential%20scenarios%20of%20climate%20change.%20However%2C%20policy%20and%20commercial%20activities%20typically%20occur%20on%20seasonal-to-decadal%20time%20scales%2C%20a%20time%20span%20widely%20used%20in%20the%20global%20climate%20modeling%20community%20but%20where%20the%20skill%20level%20assessments%20of%20MEMs%20are%20in%20their%20infancy.%20This%20is%20mostly%20due%20to%20technical%20hurdles%20that%20prevent%20the%20global%20MEM%20community%20from%20performing%20large%20ensemble%20simulations%20with%20which%20to%20undergo%20systematic%20skill%20assessments.%20Here%2C%20we%20developed%20a%20novel%20distributed%20execution%20framework%20constructed%20of%20low-tech%20and%20freely%20available%20technologies%20to%20enable%20the%20systematic%20execution%20and%20analysis%20of%20linked%20ESM%5C%2FMEM%20prediction%20ensembles.%20We%20apply%20this%20framework%20on%20the%20seasonal-to-decadal%20time%20scale%2C%20and%20assess%20how%20retrospective%20forecast%20uncertainty%20in%20an%20ensemble%20of%20initialized%20decadal%20ESM%20predictions%20affects%20a%20mechanistic%20and%20spatiotemporal%20explicit%20global%20trophodynamic%20MEM.%20Our%20results%20indicate%20that%20ESM%20internal%20variability%20has%20a%20relatively%20low%20impact%20on%20the%20MEM%20variability%20in%20comparison%20to%20the%20broad%20assumptions%20related%20to%20reconstructed%20fisheries.%20We%20also%20observe%20that%20the%20results%20are%20also%20sensitive%20to%20the%20ESM%20specificities.%20Our%20case%20study%20warrants%20further%20systematic%20explorations%20to%20disentangle%20the%20impacts%20of%20climate%20change%2C%20fisheries%20scenarios%2C%20MEM%20internal%20ecological%20hypotheses%2C%20and%20ESM%20variability.%20Most%20importantly%2C%20our%20case%20study%20demonstrates%20that%20a%20simple%20and%20free%20distributed%20execution%20framework%20has%20the%20potential%20to%20empower%20any%20modeling%20group%20with%20the%20fundamental%20capabilities%20to%20operationalize%20marine%20ecosystem%20modeling.%22%2C%22date%22%3A%222024-3%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1029%5C%2F2023EF004295%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fonlinelibrary.wiley.com%5C%2Fdoi%5C%2Fabs%5C%2F10.1029%5C%2F2023EF004295%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222328-4277%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A46%3A38Z%22%7D%7D%2C%7B%22key%22%3A%22E52RCS5U%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Blanchard%20et%20al.%22%2C%22parsedDate%22%3A%222024%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BBlanchard%2C%20J.%20L.%2C%20Novaglio%2C%20C.%2C%20Maury%2C%20O.%2C%20Harrison%2C%20C.%20S.%2C%20Petrik%2C%20C.%20M.%2C%20Fierro%26%23x2010%3BArcos%2C%20D.%2C%20Ortega%26%23x2010%3BCisneros%2C%20K.%2C%20Bryndum%26%23x2010%3BBuchholz%2C%20A.%2C%20Eddy%2C%20T.%20D.%2C%20Heneghan%2C%20R.%2C%20Roberts%2C%20K.%2C%20Schewe%2C%20J.%2C%20Bianchi%2C%20D.%2C%20Guiet%2C%20J.%2C%20Daniel%20Van%20Denderen%2C%20P.%2C%20Palacios%26%23x2010%3BAbrantes%2C%20J.%2C%20Liu%2C%20X.%2C%20Stock%2C%20C.%20A.%2C%20Rousseau%2C%20Y.%2C%20%26%23x2026%3B%20Tittensor%2C%20D.%20P.%20%282024%29.%20Detecting%2C%20Attributing%2C%20and%20Projecting%20Global%20Marine%20Ecosystem%20and%20Fisheries%20Change%3A%20FishMIP%202.0.%20%26lt%3Bi%26gt%3BEarth%26%23x2019%3Bs%20Future%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B12%26lt%3B%5C%2Fi%26gt%3B%2812%29%2C%20e2023EF004402.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2023EF004402%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1029%5C%2F2023EF004402%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DE52RCS5U%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Detecting%2C%20Attributing%2C%20and%20Projecting%20Global%20Marine%20Ecosystem%20and%20Fisheries%20Change%3A%20FishMIP%202.0%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Julia%20L.%22%2C%22lastName%22%3A%22Blanchard%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Camilla%22%2C%22lastName%22%3A%22Novaglio%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Olivier%22%2C%22lastName%22%3A%22Maury%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cheryl%20S.%22%2C%22lastName%22%3A%22Harrison%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Colleen%20M.%22%2C%22lastName%22%3A%22Petrik%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Denisse%22%2C%22lastName%22%3A%22Fierro%5Cu2010Arcos%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kelly%22%2C%22lastName%22%3A%22Ortega%5Cu2010Cisneros%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Andrea%22%2C%22lastName%22%3A%22Bryndum%5Cu2010Buchholz%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tyler%20D.%22%2C%22lastName%22%3A%22Eddy%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ryan%22%2C%22lastName%22%3A%22Heneghan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kelsey%22%2C%22lastName%22%3A%22Roberts%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jacob%22%2C%22lastName%22%3A%22Schewe%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Daniele%22%2C%22lastName%22%3A%22Bianchi%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jerome%22%2C%22lastName%22%3A%22Guiet%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22P.%22%2C%22lastName%22%3A%22Daniel%20Van%20Denderen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Juliano%22%2C%22lastName%22%3A%22Palacios%5Cu2010Abrantes%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Xiao%22%2C%22lastName%22%3A%22Liu%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Charles%20A.%22%2C%22lastName%22%3A%22Stock%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Yannick%22%2C%22lastName%22%3A%22Rousseau%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Matthias%22%2C%22lastName%22%3A%22B%5Cu00fcchner%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ezekiel%20O.%22%2C%22lastName%22%3A%22Adekoya%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cathy%22%2C%22lastName%22%3A%22Bulman%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22William%22%2C%22lastName%22%3A%22Cheung%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Leonardo%22%2C%22lastName%22%3A%22Capitani%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Samik%22%2C%22lastName%22%3A%22Datta%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Elizabeth%20A.%22%2C%22lastName%22%3A%22Fulton%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Alba%22%2C%22lastName%22%3A%22Fuster%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Victoria%22%2C%22lastName%22%3A%22Garza%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Matthieu%22%2C%22lastName%22%3A%22Lengaigne%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Max%22%2C%22lastName%22%3A%22Lindmark%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kieran%22%2C%22lastName%22%3A%22Murphy%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jazel%22%2C%22lastName%22%3A%22Ouled%5Cu2010Cheikh%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Sowdamini%20S.%22%2C%22lastName%22%3A%22Prasad%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ricardo%22%2C%22lastName%22%3A%22Oliveros%5Cu2010Ramos%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jonathan%20C.%22%2C%22lastName%22%3A%22Reum%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Nina%22%2C%22lastName%22%3A%22Rynne%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kim%20J.%20N.%22%2C%22lastName%22%3A%22Scherrer%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Yunne%5Cu2010Jai%22%2C%22lastName%22%3A%22Shin%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Phoebe%22%2C%22lastName%22%3A%22Woodworth%5Cu2010Jefcoats%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Yan%5Cu2010Lun%22%2C%22lastName%22%3A%22Wu%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Derek%20P.%22%2C%22lastName%22%3A%22Tittensor%22%7D%5D%2C%22abstractNote%22%3A%22Abstract%5Cn%20%20%20%20%20%20%20%20%20%20%20%20There%20is%20an%20urgent%20need%20for%20models%20that%20can%20robustly%20detect%20past%20and%20project%20future%20ecosystem%20changes%20and%20risks%20to%20the%20services%20that%20they%20provide%20to%20people.%20The%20Fisheries%20and%20Marine%20Ecosystem%20Model%20Intercomparison%20Project%20%28FishMIP%29%20was%20established%20to%20develop%20model%20ensembles%20for%20projecting%20long%5Cu2010term%20impacts%20of%20climate%20change%20on%20fisheries%20and%20marine%20ecosystems%20while%20informing%20policy%20at%20spatio%5Cu2010temporal%20scales%20relevant%20to%20the%20Inter%5Cu2010Sectoral%20Impact%20Model%20Intercomparison%20Project%20%28ISIMIP%29%20framework.%20While%20contributing%20FishMIP%20models%20have%20improved%20over%20time%2C%20large%20uncertainties%20in%20projections%20remain%2C%20particularly%20in%20coastal%20and%20shelf%20seas%20where%20most%20of%20the%20world%26%23039%3Bs%20fisheries%20occur.%20Furthermore%2C%20previous%20FishMIP%20climate%20impact%20projections%20have%20been%20limited%20by%20a%20lack%20of%20global%20standardized%20historical%20fishing%20data%2C%20low%20resolution%20of%20coastal%20processes%2C%20and%20uneven%20capabilities%20across%20the%20FishMIP%20community%20to%20dynamically%20model%20fisheries.%20These%20features%20are%20needed%20to%20evaluate%20how%20reliably%20the%20FishMIP%20ensemble%20captures%20past%20ecosystem%20states%20%5Cu2010%20a%20crucial%20step%20for%20building%20confidence%20in%20future%20projections.%20To%20address%20these%20issues%2C%20we%20have%20developed%20FishMIP%202.0%20comprising%20a%20two%5Cu2010track%20framework%20for%3A%20%28a%29%20Model%20evaluation%20and%20attribution%20of%20past%20changes%20and%20%28b%29%20future%20climate%20and%20socioeconomic%20scenario%20projections.%20Key%20advances%20include%20improved%20historical%20climate%20forcing%2C%20which%20captures%20oceanographic%20features%20not%20previously%20resolved%2C%20and%20standardized%20global%20fishing%20forcing%20to%20test%20fishing%20effects%20systematically%20across%20models.%20FishMIP%202.0%20is%20a%20crucial%20step%20toward%20a%20detection%20and%20attribution%20framework%20for%20changing%20marine%20ecosystems%20and%20toward%20enhanced%20policy%20relevance%20through%20increased%20confidence%20in%20future%20ensemble%20projections.%20Our%20results%20will%20help%20elucidate%20pathways%20toward%20achieving%20sustainable%20development%20goals.%5Cn%20%20%20%20%20%20%20%20%20%20%2C%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20Plain%20Language%20Summary%5Cn%20%20%20%20%20%20%20%20%20%20%20%20Historically%2C%20the%20largest%20human%20impact%20on%20the%20ocean%20has%20been%20overfishing.%20In%20the%20future%2C%20it%20may%20become%20climate%20change.%20To%20understand%20and%20predict%20how%20human%20activities%20will%20affect%20marine%20ecosystems%20in%20the%20future%2C%20we%20need%20models%20that%20can%20be%20used%20to%20accurately%20detect%20and%20attribute%20the%20effects%20of%20drivers%20and%20their%20impact%20on%20past%20ecosystem%20trajectories.%20By%20doing%20this%2C%20we%20will%20build%20confidence%20in%20the%20ability%20of%20sets%20of%20these%20models%20%28%5Cu201censembles%5Cu201d%29%20to%20capture%20future%20change.%20FishMIP%202.0%20provides%20a%20way%20to%20construct%20and%20test%20these%20ensembles%20and%20scenarios%20of%20both%20changing%20climate%20and%20socio%5Cu2010economic%20conditions%2C%20to%20better%20assess%20how%20future%20fisheries%20could%20adapt%20over%20time.%5Cn%20%20%20%20%20%20%20%20%20%20%2C%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20Key%20Points%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20Detecting%2C%20attributing%2C%20and%20projecting%20climate%20change%20risks%20on%20marine%20ecosystems%20and%20fisheries%20requires%20models%20with%20realistic%20dynamics%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20FishMIP%202.0%20incorporates%20fishing%20and%20climate%20impact%20trajectories%20to%20assess%20models%20and%20detect%20past%20ecosystem%20changes%20more%20accurately%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%5Cn%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20Our%20framework%20will%20help%20support%20model%20improvement%2C%20building%20confidence%20in%20future%20projections%20to%20underpin%20policy%20advice%22%2C%22date%22%3A%2212%5C%2F2024%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1029%5C%2F2023EF004402%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fagupubs.onlinelibrary.wiley.com%5C%2Fdoi%5C%2F10.1029%5C%2F2023EF004402%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222328-4277%2C%202328-4277%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A56%3A08Z%22%7D%7D%2C%7B%22key%22%3A%22JLPLXR8Y%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Angelini%20et%20al.%22%2C%22parsedDate%22%3A%222024%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BAngelini%2C%20R.%2C%20Lima%2C%20M.%20A.%20L.%2C%20Lira%2C%20A.%20S.%2C%20Lucena-Fr%26%23xE9%3Bdou%2C%20F.%2C%20Fr%26%23xE9%3Bdou%2C%20T.%2C%20Bertrand%2C%20A.%2C%20Giarrizzo%2C%20T.%2C%20Steenbeek%2C%20J.%2C%20Coll%2C%20M.%2C%20%26amp%3B%20Keppeler%2C%20F.%20W.%20%282024%29.%20The%20projected%20impacts%20of%20climate%20change%20and%20fishing%20pressure%20on%20a%20tropical%20marine%20food%20web.%20%26lt%3Bi%26gt%3BMarine%20Environmental%20Research%26lt%3B%5C%2Fi%26gt%3B%2C%20106909.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0141113624005701%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0141113624005701%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DJLPLXR8Y%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22The%20projected%20impacts%20of%20climate%20change%20and%20fishing%20pressure%20on%20a%20tropical%20marine%20food%20web%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ronaldo%22%2C%22lastName%22%3A%22Angelini%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maria%20Alice%20Leite%22%2C%22lastName%22%3A%22Lima%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Alex%20Souza%22%2C%22lastName%22%3A%22Lira%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Fl%5Cu00e1via%22%2C%22lastName%22%3A%22Lucena-Fr%5Cu00e9dou%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Thierry%22%2C%22lastName%22%3A%22Fr%5Cu00e9dou%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Arnaud%22%2C%22lastName%22%3A%22Bertrand%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tommaso%22%2C%22lastName%22%3A%22Giarrizzo%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Friedrich%20Wolfgang%22%2C%22lastName%22%3A%22Keppeler%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222024%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0141113624005701%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-08-21T17%3A23%3A44Z%22%7D%7D%2C%7B%22key%22%3A%22WAVUIUDG%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Fuster-Alonso%20et%20al.%22%2C%22parsedDate%22%3A%222024%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BFuster-Alonso%2C%20A.%2C%20Mestre-Tom%26%23xE1%3Bs%2C%20J.%2C%20Baez%2C%20J.%20C.%2C%20Pennino%2C%20M.%20G.%2C%20Barber%2C%20X.%2C%20Bellido%2C%20J.%20M.%2C%20Conesa%2C%20D.%2C%20L%26%23xF3%3Bpez-Qu%26%23xED%3Blez%2C%20A.%2C%20Steenbeek%2C%20J.%2C%20%26amp%3B%20Christensen%2C%20V.%20%282024%29.%20%26lt%3Bi%26gt%3BMachine%20learning%20applied%20to%20global%20scale%20species%20distribution%20models%20%28SDMs%29%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fassets-eu.researchsquare.com%5C%2Ffiles%5C%2Frs-4411399%5C%2Fv1_covered_6229deb6-c667-4fa5-bd71-2c153bd22822.pdf%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fassets-eu.researchsquare.com%5C%2Ffiles%5C%2Frs-4411399%5C%2Fv1_covered_6229deb6-c667-4fa5-bd71-2c153bd22822.pdf%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DWAVUIUDG%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Machine%20learning%20applied%20to%20global%20scale%20species%20distribution%20models%20%28SDMs%29%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Alba%22%2C%22lastName%22%3A%22Fuster-Alonso%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jorge%22%2C%22lastName%22%3A%22Mestre-Tom%5Cu00e1s%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jose%20Carlos%22%2C%22lastName%22%3A%22Baez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maria%20Grazia%22%2C%22lastName%22%3A%22Pennino%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Xavier%22%2C%22lastName%22%3A%22Barber%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jose%20Mar%5Cu00eda%22%2C%22lastName%22%3A%22Bellido%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%22%2C%22lastName%22%3A%22Conesa%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Antonio%22%2C%22lastName%22%3A%22L%5Cu00f3pez-Qu%5Cu00edlez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222024%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fassets-eu.researchsquare.com%5C%2Ffiles%5C%2Frs-4411399%5C%2Fv1_covered_6229deb6-c667-4fa5-bd71-2c153bd22822.pdf%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222026-07-15T18%3A58%3A00Z%22%7D%7D%2C%7B%22key%22%3A%22HN4HAW84%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Rynne%20et%20al.%22%2C%22parsedDate%22%3A%222024%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BRynne%2C%20N.%2C%20Novaglio%2C%20C.%2C%20Blanchard%2C%20J.%20L.%2C%20Bianchi%2C%20D.%2C%20Christensen%2C%20V.%2C%20Coll%2C%20M.%2C%20Guiet%2C%20J.%2C%20Steenbeek%2C%20J.%20G.%2C%20Bryndum-Buchholz%2C%20A.%2C%20%26amp%3B%20Eddy%2C%20T.%20%282024%29.%20A%20skill%20assessment%20framework%20for%20the%20fisheries%20and%20marine%20ecosystem%20model%20intercomparison%20project.%20%26lt%3Bi%26gt%3BAuthorea%20Preprints%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fessopenarchive.org%5C%2Fdoi%5C%2Ffull%5C%2F10.22541%5C%2Fessoar.171580191.17895127%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fessopenarchive.org%5C%2Fdoi%5C%2Ffull%5C%2F10.22541%5C%2Fessoar.171580191.17895127%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DHN4HAW84%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22A%20skill%20assessment%20framework%20for%20the%20fisheries%20and%20marine%20ecosystem%20model%20intercomparison%20project%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Nina%22%2C%22lastName%22%3A%22Rynne%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Camilla%22%2C%22lastName%22%3A%22Novaglio%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Julia%20L.%22%2C%22lastName%22%3A%22Blanchard%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Daniele%22%2C%22lastName%22%3A%22Bianchi%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jerome%22%2C%22lastName%22%3A%22Guiet%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%20Gerhard%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Andrea%22%2C%22lastName%22%3A%22Bryndum-Buchholz%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tyler%22%2C%22lastName%22%3A%22Eddy%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222024%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fessopenarchive.org%5C%2Fdoi%5C%2Ffull%5C%2F10.22541%5C%2Fessoar.171580191.17895127%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A53%3A43Z%22%7D%7D%2C%7B%22key%22%3A%22TVHHXH43%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Mutsert%20et%20al.%22%2C%22parsedDate%22%3A%222024%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BMutsert%2C%20K.%20de%2C%20Coll%2C%20M.%2C%20Steenbeek%2C%20J.%2C%20Ainsworth%2C%20C.%2C%20Buszowski%2C%20J.%2C%20Chagaris%2C%20D.%2C%20Christensen%2C%20V.%2C%20Heymans%2C%20S.%20J.%2C%20Lewis%2C%20K.%20A.%2C%20%26amp%3B%20Libralato%2C%20S.%20%282024%29.%20%26lt%3Bi%26gt%3BAdvances%20in%20spatial-temporal%20coastal%20and%20marine%20ecosystem%20modeling%20using%20Ecospace%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F329496%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F329496%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DTVHHXH43%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Advances%20in%20spatial-temporal%20coastal%20and%20marine%20ecosystem%20modeling%20using%20Ecospace%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kim%20de%22%2C%22lastName%22%3A%22Mutsert%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cameron%22%2C%22lastName%22%3A%22Ainsworth%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joe%22%2C%22lastName%22%3A%22Buszowski%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%22%2C%22lastName%22%3A%22Chagaris%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Sheila%20JJ%22%2C%22lastName%22%3A%22Heymans%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kristy%20A.%22%2C%22lastName%22%3A%22Lewis%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Simone%22%2C%22lastName%22%3A%22Libralato%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222024%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F329496%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A54%3A39Z%22%7D%7D%2C%7B%22key%22%3A%222SG23W8L%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Ortega-Cisneros%20et%20al.%22%2C%22parsedDate%22%3A%222024%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BOrtega-Cisneros%2C%20K.%2C%20Arcos%2C%20L.%20D.%20F.%2C%20Novaglio%2C%20C.%2C%20Woodworth-Jefcoats%2C%20P.%2C%20Eddy%2C%20T.%2C%20Coll%2C%20M.%2C%20Fulton%2C%20B.%2C%20Oliveros-Ramos%2C%20R.%2C%20Reum%2C%20J.%20C.%2C%20%26amp%3B%20Shin%2C%20Y.-J.%20%282024%29.%20An%20Integrated%20Global-to-Regional%20Scale%20Workflow%20for%20Simulating%20Climate%20Change%20Impacts%20on%20Marine%20Ecosystems.%20%26lt%3Bi%26gt%3BAuthorea%20Preprints%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fessopenarchive.org%5C%2Fdoi%5C%2Ffull%5C%2F10.22541%5C%2Fessoar.171587234.44707846%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fessopenarchive.org%5C%2Fdoi%5C%2Ffull%5C%2F10.22541%5C%2Fessoar.171587234.44707846%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D2SG23W8L%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22An%20Integrated%20Global-to-Regional%20Scale%20Workflow%20for%20Simulating%20Climate%20Change%20Impacts%20on%20Marine%20Ecosystems%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kelly%22%2C%22lastName%22%3A%22Ortega-Cisneros%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22L.%20Denisse%20Fierro%22%2C%22lastName%22%3A%22Arcos%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Camilla%22%2C%22lastName%22%3A%22Novaglio%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Phoebe%22%2C%22lastName%22%3A%22Woodworth-Jefcoats%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tyler%22%2C%22lastName%22%3A%22Eddy%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Beth%22%2C%22lastName%22%3A%22Fulton%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ricardo%22%2C%22lastName%22%3A%22Oliveros-Ramos%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jonathan%20Charles%22%2C%22lastName%22%3A%22Reum%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Yunne-Jai%22%2C%22lastName%22%3A%22Shin%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222024%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fessopenarchive.org%5C%2Fdoi%5C%2Ffull%5C%2F10.22541%5C%2Fessoar.171587234.44707846%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A54%3A28Z%22%7D%7D%2C%7B%22key%22%3A%22PZQMBZGJ%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Villasante%20et%20al.%22%2C%22parsedDate%22%3A%222024%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BVillasante%2C%20S.%2C%20Murillas%2C%20A.%2C%20Pita%2C%20P.%2C%20Tub%26%23xED%3Bo%2C%20A.%2C%20Pascual-Fern%26%23xE1%3Bndez%2C%20J.%20J.%2C%20Arangao%2C%20G.%2C%20Moranta%2C%20J.%2C%20Coll%2C%20M.%2C%20Ospina-Alvarez%2C%20A.%2C%20%26amp%3B%20de%20Juan%2C%20S.%20%282024%29.%20Impacts%20of%20the%20COVID-19%20pandemic%20on%20the%20Spanish%20seafood%20sector.%20%26lt%3Bi%26gt%3BMarine%20Policy%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B169%26lt%3B%5C%2Fi%26gt%3B%2C%20106293.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0308597X24002914%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0308597X24002914%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DPZQMBZGJ%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Impacts%20of%20the%20COVID-19%20pandemic%20on%20the%20Spanish%20seafood%20sector%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Sebastian%22%2C%22lastName%22%3A%22Villasante%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Arantza%22%2C%22lastName%22%3A%22Murillas%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Pablo%22%2C%22lastName%22%3A%22Pita%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ana%22%2C%22lastName%22%3A%22Tub%5Cu00edo%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jose%20J.%22%2C%22lastName%22%3A%22Pascual-Fern%5Cu00e1ndez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Guillherme%22%2C%22lastName%22%3A%22Arangao%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joan%22%2C%22lastName%22%3A%22Moranta%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Andr%5Cu00e9s%22%2C%22lastName%22%3A%22Ospina-Alvarez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Silvia%22%2C%22lastName%22%3A%22de%20Juan%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222024%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0308597X24002914%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A57%3A28Z%22%7D%7D%2C%7B%22key%22%3A%22S7ARW3GM%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Coll%20et%20al.%22%2C%22parsedDate%22%3A%222024%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BColl%2C%20M.%2C%20Bellido%2C%20J.%20M.%2C%20Pennino%2C%20M.%20G.%2C%20Albo-Puigserver%2C%20M.%2C%20B%26%23xE1%3Bez%2C%20J.%20C.%2C%20Christensen%2C%20V.%2C%20Corrales%2C%20X.%2C%20Fern%26%23xE1%3Bndez-Corredor%2C%20E.%2C%20Gim%26%23xE9%3Bnez%2C%20J.%2C%20Juli%26%23xE0%3B%2C%20L.%2C%20Lloret-Lloret%2C%20E.%2C%20Macias%2C%20D.%2C%20Ouled-Cheikh%2C%20J.%2C%20Ramirez%2C%20F.%2C%20Sbragaglia%2C%20V.%2C%20%26amp%3B%20Steenbeek%2C%20J.%20%282024%29.%20Retrospective%20analysis%20of%20the%20pelagic%20ecosystem%20of%20the%20Western%20Mediterranean%20Sea%3A%20drivers%2C%20changes%20and%20effects.%20%26lt%3Bi%26gt%3BScience%20of%20The%20Total%20Environment%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B907%26lt%3B%5C%2Fi%26gt%3B%2C%20167790.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1016%5C%2Fj.scitotenv.2023.167790%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1016%5C%2Fj.scitotenv.2023.167790%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DS7ARW3GM%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Retrospective%20analysis%20of%20the%20pelagic%20ecosystem%20of%20the%20Western%20Mediterranean%20Sea%3A%20drivers%2C%20changes%20and%20effects%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jos%5Cu00e9%20Mar%5Cu00eda%22%2C%22lastName%22%3A%22Bellido%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maria%20Grazia%22%2C%22lastName%22%3A%22Pennino%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Albo-Puigserver%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jos%5Cu00e9%20Carlos%22%2C%22lastName%22%3A%22B%5Cu00e1ez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Xavier%22%2C%22lastName%22%3A%22Corrales%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Elena%22%2C%22lastName%22%3A%22Fern%5Cu00e1ndez-Corredor%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joan%22%2C%22lastName%22%3A%22Gim%5Cu00e9nez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Laura%22%2C%22lastName%22%3A%22Juli%5Cu00e0%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Elena%22%2C%22lastName%22%3A%22Lloret-Lloret%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Diego%22%2C%22lastName%22%3A%22Macias%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jazel%22%2C%22lastName%22%3A%22Ouled-Cheikh%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22F%22%2C%22lastName%22%3A%22Ramirez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Valerio%22%2C%22lastName%22%3A%22Sbragaglia%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222024%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1016%5C%2Fj.scitotenv.2023.167790%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0048969723064173%3Fcasa_token%3DNLXcFSCgZLEAAAAA%3A1mB2JzHY1-MT6gNLHKYCyRGOGiaBBAiNMoJW3r3cFjQskSyueeXcQOyeUwsKNSTiHFLfSos0V5k%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A55%3A24Z%22%7D%7D%2C%7B%22key%22%3A%22X6PNBI5X%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Eddy%20et%20al.%22%2C%22parsedDate%22%3A%222024%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BEddy%2C%20T.%20D.%2C%20Heneghan%2C%20R.%20F.%2C%20Bryndum-Buchholz%2C%20A.%2C%20Fulton%2C%20B.%2C%20Harrison%2C%20C.%20S.%2C%20Tittensor%2C%20D.%20P.%2C%20Lotze%2C%20H.%20K.%2C%20Ortega-Cisneros%2C%20K.%2C%20Novaglio%2C%20C.%2C%20%26amp%3B%20Bianchi%2C%20D.%20%282024%29.%20%26lt%3Bi%26gt%3BGlobal%20and%20regional%20marine%20ecosystem%20model%20climate%20change%20projections%20reveal%20key%20uncertainties%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fhal.science%5C%2Fhal-04811335%5C%2F%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fhal.science%5C%2Fhal-04811335%5C%2F%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DX6PNBI5X%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Global%20and%20regional%20marine%20ecosystem%20model%20climate%20change%20projections%20reveal%20key%20uncertainties%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tyler%20D.%22%2C%22lastName%22%3A%22Eddy%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ryan%20F.%22%2C%22lastName%22%3A%22Heneghan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Andrea%22%2C%22lastName%22%3A%22Bryndum-Buchholz%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Beth%22%2C%22lastName%22%3A%22Fulton%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cheryl%20Shannon%22%2C%22lastName%22%3A%22Harrison%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Derek%20P.%22%2C%22lastName%22%3A%22Tittensor%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Heike%20K.%22%2C%22lastName%22%3A%22Lotze%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kelly%22%2C%22lastName%22%3A%22Ortega-Cisneros%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Camilla%22%2C%22lastName%22%3A%22Novaglio%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Daniele%22%2C%22lastName%22%3A%22Bianchi%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222024%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fhal.science%5C%2Fhal-04811335%5C%2F%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A54%3A56Z%22%7D%7D%2C%7B%22key%22%3A%22R2DLJZXE%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Ruzicka%20et%20al.%22%2C%22parsedDate%22%3A%222024%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BRuzicka%2C%20J.%2C%20Chiaverano%2C%20L.%2C%20Coll%2C%20M.%2C%20Garrido%2C%20S.%2C%20Tam%2C%20J.%2C%20Murase%2C%20H.%2C%20Robinson%2C%20K.%2C%20Romagnoni%2C%20G.%2C%20Shannon%2C%20L.%2C%20%26amp%3B%20Silva%2C%20A.%20%282024%29.%20The%20role%20of%20small%20pelagic%20fish%20in%20diverse%20ecosystems%3A%20knowledge%20gleaned%20from%20food-web%20models.%20%26lt%3Bi%26gt%3BMarine%20Ecology%20Progress%20Series%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.int-res.com%5C%2Fabstracts%5C%2Fmeps%5C%2FSPF2%5C%2Fp_av9%5C%2F%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.int-res.com%5C%2Fabstracts%5C%2Fmeps%5C%2FSPF2%5C%2Fp_av9%5C%2F%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DR2DLJZXE%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22The%20role%20of%20small%20pelagic%20fish%20in%20diverse%20ecosystems%3A%20knowledge%20gleaned%20from%20food-web%20models%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22James%22%2C%22lastName%22%3A%22Ruzicka%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Luciano%22%2C%22lastName%22%3A%22Chiaverano%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Susana%22%2C%22lastName%22%3A%22Garrido%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jorge%22%2C%22lastName%22%3A%22Tam%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Hiroto%22%2C%22lastName%22%3A%22Murase%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kelly%22%2C%22lastName%22%3A%22Robinson%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Giovanni%22%2C%22lastName%22%3A%22Romagnoni%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Lynne%22%2C%22lastName%22%3A%22Shannon%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Alexandra%22%2C%22lastName%22%3A%22Silva%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222024%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.int-res.com%5C%2Fabstracts%5C%2Fmeps%5C%2FSPF2%5C%2Fp_av9%5C%2F%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A54%3A11Z%22%7D%7D%2C%7B%22key%22%3A%22DWJ2G29J%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Fern%5Cu00e1ndez-Corredor%20et%20al.%22%2C%22parsedDate%22%3A%222023-12-11%22%2C%22numChildren%22%3A2%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BFern%26%23xE1%3Bndez-Corredor%2C%20E.%2C%20Ouled-Cheikh%2C%20J.%2C%20Navarro%2C%20J.%2C%20%26amp%3B%20Coll%2C%20M.%20%282023%29.%20An%20overview%20of%20the%20ecological%20roles%20of%20Mediterranean%20chondrichthyans%20through%20extinction%20scenarios.%20%26lt%3Bi%26gt%3BReviews%20in%20Fish%20Biology%20and%20Fisheries%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1007%5C%2Fs11160-023-09822-2%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1007%5C%2Fs11160-023-09822-2%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DDWJ2G29J%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22An%20overview%20of%20the%20ecological%20roles%20of%20Mediterranean%20chondrichthyans%20through%20extinction%20scenarios%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Elena%22%2C%22lastName%22%3A%22Fern%5Cu00e1ndez-Corredor%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jazel%22%2C%22lastName%22%3A%22Ouled-Cheikh%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joan%22%2C%22lastName%22%3A%22Navarro%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%5D%2C%22abstractNote%22%3A%22Abstract%5Cn%20%20%20%20%20%20%20%20%20%20%20%20Fisheries%2C%20climate%20change%2C%20and%20habitat%20degradation%20are%20triggering%20the%20depletion%20of%20marine%20animal%20populations%20worldwide.%20The%20ecological%20impacts%20of%20the%20extinction%20of%20keystone%20species%20such%20as%20chondrichthyans%20can%20be%20far-reaching%20along%20the%20entire%20food%20web.%20Here%2C%20we%20first%20reviewed%20the%20trophic%20ecology%20of%20the%2081%20chondrichthyan%20species%20of%20the%20Mediterranean%20Sea%20through%20a%20literature%20search.%20We%20then%20compared%20prey%20composition%20among%20chondrichthyan%20species%20considering%20their%20taxonomic%20group%2C%20body%20size%2C%20and%20habitat.%20Finally%2C%20we%20represented%20the%20Mediterranean%20meta-web%2C%20emphasizing%20the%20chondrichthyan%20groups%2C%20using%20a%20qualitative%20network%20approach%2C%20and%20tested%20the%20vulnerability%20of%20the%20food%20web%20to%20selective%20removals%20of%20threatened%20chondrichthyan%20species%20by%20applying%20different%20extinction%20scenarios.%20We%20found%20trophic%20data%20for%2053%20species%2C%20which%20highlights%20the%20need%20to%20complement%20current%20knowledge%20gaps%20for%20many%20species.%20Diet%20dissimilarities%20between%20chondrichthyan%20taxa%20were%20detected%2C%20mainly%20due%20to%20the%20consumption%20of%20crustaceans%20and%20cephalopods.%20We%20found%20that%20large%20chondrichthyan%20species%20had%20a%20major%20contribution%20to%20the%20trophic%20dissimilarity%20and%20the%20omnivory%20of%20the%20food%20web%20when%20compared%20to%20small%20and%20medium-sized%20species.%20Conservation%20efforts%20within%20the%20Mediterranean%20chondrichthyan%20community%20may%20be%20particularly%20important%20for%20this%20group%2C%20as%20high%20levels%20of%20omnivory%20could%20moderate%20the%20occurrence%20of%20trophic%20cascades%2C%20while%20high%20trophic%20similarity%20can%20lead%20to%20less%20diverse%20ecosystems.%20This%20study%20provides%20a%20first%20overview%20of%20the%20ecological%20role%20of%20chondrichthyans%20in%20the%20Mediterranean%20and%20highlights%20the%20urgent%20research%20needed%20to%20increase%20the%20knowledge%20about%20these%20key%20species%20in%20the%20Mediterranean%20marine%20food%20web.%22%2C%22date%22%3A%222023-12-11%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1007%5C%2Fs11160-023-09822-2%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Flink.springer.com%5C%2F10.1007%5C%2Fs11160-023-09822-2%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%220960-3166%2C%201573-5184%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A43%3A56Z%22%7D%7D%2C%7B%22key%22%3A%22C7WR2TT8%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Steenbeek%22%2C%22parsedDate%22%3A%222023-11-23%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BSteenbeek%2C%20J.%20%282023%29.%20%26lt%3Bi%26gt%3BMEM-Multi-Run-Framework%26lt%3B%5C%2Fi%26gt%3B%20%28Version%20initial_version%29%20%5BSoftware%5D.%20Zenodo.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.10200704%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.5281%5C%2Fzenodo.10200704%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DC7WR2TT8%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22computerProgram%22%2C%22title%22%3A%22MEM-Multi-Run-Framework%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22programmer%22%2C%22firstName%22%3A%22J.%22%2C%22lastName%22%3A%22Steenbeek%22%7D%5D%2C%22abstractNote%22%3A%22Rough%20first%20commit%2C%20no%20examples%20yet%20etc%2C%20but%20as%20used%20for%20the%20first%20MS%20under%20review%22%2C%22versionNumber%22%3A%22initial_version%22%2C%22date%22%3A%222023-11-23%22%2C%22system%22%3A%22%22%2C%22company%22%3A%22Zenodo%22%2C%22programmingLanguage%22%3A%22Software%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fzenodo.org%5C%2Frecords%5C%2F10200704%22%2C%22DOI%22%3A%2210.5281%5C%2Fzenodo.10200704%22%2C%22ISBN%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-05-02T20%3A12%3A43Z%22%7D%7D%2C%7B%22key%22%3A%22F5X4WKGC%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Steenbeek%22%2C%22parsedDate%22%3A%222023-11-22%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BSteenbeek%2C%20J.%20%282023%29.%20%26lt%3Bi%26gt%3BMaking%20ecosystem%20modelling%20operational%20-%20selected%20EcoOcean%20output%26lt%3B%5C%2Fi%26gt%3B%20%5BDataset%5D.%20figshare.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.6084%5C%2Fm9.figshare.24615096.v1%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.6084%5C%2Fm9.figshare.24615096.v1%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DF5X4WKGC%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22dataset%22%2C%22title%22%3A%22Making%20ecosystem%20modelling%20operational%20-%20selected%20EcoOcean%20output%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22J.%22%2C%22lastName%22%3A%22Steenbeek%22%7D%5D%2C%22abstractNote%22%3A%22Marine%20Ecosystem%20Models%20%28MEMs%29%20are%20increasingly%20driven%20with%20Earth%20System%20Models%20%28ESMs%29%20to%20better%20understand%20marine%20ecosystem%20dynamics%2C%20and%20to%20analyse%20the%20effects%20of%20alternative%20management%20efforts%20for%20marine%20ecosystems%20under%20potential%20scenarios%20of%20climate%20change.%20However%2C%20policy%20and%20commercial%20activities%20typically%20occur%20on%20seasonal-to-decadal%20time%20scales%2C%20a%20time%20span%20widely%20used%20in%20the%20global%20climate%20modelling%20community%20but%20where%20the%20skill%20level%20assessments%20of%20MEMs%20are%20in%20their%20infancy.%20This%20is%20mostly%20due%20to%20technical%20hurdles%20that%20prevent%20the%20global%20MEM%20community%20from%20performing%20large%20ensemble%20simulations%20with%20which%20to%20undergo%20systematic%20skill%20assessments.%20Here%2C%20we%20developed%20a%20novel%20distributed%20execution%20framework%20constructed%20of%20low-tech%20and%20freely%20available%20technologies%20to%20enable%20the%20systematic%20execution%20and%20analysis%20of%20linked%20ESM%20%5C%2F%20MEM%20prediction%20ensembles.%20We%20apply%20this%20framework%20on%20the%20seasonal-to-decadal%20time%20scale%2C%20and%20assess%20how%20retrospective%20forecast%20uncertainty%20in%20an%20ensemble%20of%20initialised%20decadal%20Earth%20System%20Model%20predictions%20affects%20a%20mechanistic%20and%20spatiotemporal%20explicit%20global%20MEM.%20Our%20results%20indicate%20that%20ESM%20internal%20variability%20has%20a%20relatively%20low%20impact%20on%20the%20MEM%20variability%20in%20comparison%20to%20the%20broad%20assumptions%20related%20to%20reconstructed%20fisheries.%20We%20also%20observe%20that%20the%20results%20are%20also%20sensitive%20to%20the%20ESM%20specificities.%20Our%20case%20study%20warrants%20further%20systematic%20explorations%20to%20disentangle%20the%20impacts%20of%20climate%20change%2C%20fisheries%20scenarios%2C%20MEM%20internal%20ecological%20hypotheses%2C%20and%20ESM%20variability.%20Most%20importantly%2C%20our%20case%20study%20demonstrates%20that%20a%20simple%20and%20free%20distributed%20execution%20framework%20has%20the%20potential%20to%20empower%20any%20modelling%20group%20with%20the%20fundamental%20capabilities%20to%20operationalize%20marine%20ecosystem%20modelling.This%20data%20set%20constitutes%20the%20selected%20output%20for%20385%20EcoOcean%20executions%2C%20when%20driven%20by%20two%20ESMs%2C%20for%20fished%20and%20non-fished%20oceans%2C%20aggregated%20as%20ttime%20series%20across%20FAO%20sub-oceans%20and%20FAO%20statistical%20areas.%20Only%20focus%20data%20used%20in%20the%20manuscript%20-%20functional%20groups%201-6%20%28small%2C%20med%20and%20large%20pelagics%2C%20and%20small%2C%20med%20and%20large%20demersals%29%20and%20the%20Atlantic%20zones%20-%20are%20included%20here%22%2C%22identifier%22%3A%22%22%2C%22type%22%3A%22%22%2C%22versionNumber%22%3A%22%22%2C%22date%22%3A%222023%5C%2F11%5C%2F22%22%2C%22repository%22%3A%22figshare%22%2C%22repositoryLocation%22%3A%22%22%2C%22format%22%3A%22%22%2C%22DOI%22%3A%2210.6084%5C%2Fm9.figshare.24615096.v1%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Ffigshare.com%5C%2Farticles%5C%2Fdataset%5C%2FMaking_ecosystem_modelling_operational_-_selected_EcoOcean_output%5C%2F24615096%5C%2F1%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-05-02T20%3A12%3A43Z%22%7D%7D%2C%7B%22key%22%3A%22DK6FXX22%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Rodriguez-Perez%20et%20al.%22%2C%22parsedDate%22%3A%222023-10-03%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BRodriguez-Perez%2C%20A.%2C%20Tsikliras%2C%20A.%20C.%2C%20Gal%2C%20G.%2C%20Steenbeek%2C%20J.%2C%20Falk-Andersson%2C%20J.%2C%20%26amp%3B%20Heymans%2C%20J.%20J.%20%282023%29.%20Using%20ecosystem%20models%20to%20inform%20ecosystem-based%20fisheries%20management%20in%20Europe%3A%20a%20review%20of%20the%20policy%20landscape%20and%20related%20stakeholder%20needs.%20%26lt%3Bi%26gt%3BFrontiers%20in%20Marine%20Science%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B10%26lt%3B%5C%2Fi%26gt%3B%2C%201196329.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.3389%5C%2Ffmars.2023.1196329%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.3389%5C%2Ffmars.2023.1196329%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DDK6FXX22%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Using%20ecosystem%20models%20to%20inform%20ecosystem-based%20fisheries%20management%20in%20Europe%3A%20a%20review%20of%20the%20policy%20landscape%20and%20related%20stakeholder%20needs%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ana%22%2C%22lastName%22%3A%22Rodriguez-Perez%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Athanassios%20C.%22%2C%22lastName%22%3A%22Tsikliras%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Gideon%22%2C%22lastName%22%3A%22Gal%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jannike%22%2C%22lastName%22%3A%22Falk-Andersson%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Johanna%20J.%22%2C%22lastName%22%3A%22Heymans%22%7D%5D%2C%22abstractNote%22%3A%22The%20need%20to%20implement%20an%20ecosystem-based%20fisheries%20management%20%28EBFM%29%20is%20enshrined%20in%20numerous%20regulations%20and%20strategies%2C%20at%20both%20global%20and%20European%20level.%20In%20practice%2C%20it%20is%20challenging%20to%20implement%20EBFM%20because%20it%20requires%20a%20complex%20evaluation%20of%20interlinked%20management%20effects%20and%20environmental%20and%20climate%20forcing%20on%20multi-species%20interactions%2C%20habitat%20status%20and%20human%20activities.%20Ecosystem%20models%20are%20one%20of%20the%20most%20critical%20research%20tools%20to%20inform%20EBFM%2C%20because%20they%20can%20integrate%20a%20wide%20variety%20of%20data%2C%20examine%20multiple%20and%20complex%20ecosystem%20interactions%2C%20and%20can%20make%20forecasts%20based%20on%20specific%20management%20scenarios.%20However%2C%20despite%20clear%20progress%20in%20marine%20ecosystem%20modelling%2C%20many%20models%20do%20not%20address%20policy%20goals%20and%20targets%2C%20which%20hinders%20uptake%20in%20policy.%20In%20this%20paper%2C%20we%20review%20the%20global%20and%20European%20policies%20and%20implementing%20bodies%20which%20directly%20or%20indirectly%20have%20a%20repercussion%20on%20the%20implementation%20of%20EBFM.%20Moreover%2C%20we%20highlight%20specific%20stakeholder%20needs%20related%20to%20the%20implementation%20of%20EBFM%20in%20European%20waters%2C%20which%20ecosystem%20models%20could%20help%20address.%20We%20review%20the%20policy%20commitments%20that%20drive%20these%20needs%20and%20the%20concerns%20raised%20by%20stakeholders%20during%20a%20survey%20and%20dedicated%20workshop.%20Key%20topics%20of%20concern%20were%20effects%20of%20climate%20change%3B%20bycatch%3B%20protected%20areas%5C%2Ffisheries%20restricted%20areas%3B%20and%20reducing%20the%20impacts%20of%20trawling.%20Stakeholders%20also%20provided%20specific%20questions%20related%20to%20these%20topics%20which%20ecosystem%20models%20could%20help%20address.%20Scenario%20and%20data%20results%20visualizations%2C%20as%20well%20as%20specific%20barriers%20in%20using%20the%20results%20of%20ecosystem%20models%20for%20decision-making%20are%20also%20discussed.%20A%20close%20involvement%20of%20stakeholders%20in%20scenario%20development%20and%20in%20designing%20graphical%20outputs%20is%20important%2C%20and%20can%20help%20overcome%20some%20of%20the%20main%20barriers%20that%20can%20hinder%20uptake%20of%20models%20and%20scenarios%2C%20including%20a%20lack%20of%20understanding%20of%20the%20benefits%20and%20limits%20of%20ecosystem%20models%3B%20insufficient%20involvement%20and%20interaction%20with%20stakeholders%3B%20and%20inadequate%20characterization%20of%20uncertainties.%22%2C%22date%22%3A%222023-10-3%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.3389%5C%2Ffmars.2023.1196329%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.frontiersin.org%5C%2Farticles%5C%2F10.3389%5C%2Ffmars.2023.1196329%5C%2Ffull%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222296-7745%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-05-02T20%3A12%3A43Z%22%7D%7D%2C%7B%22key%22%3A%22SE7XZXFQ%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Gord%5Cu00f3-Vilaseca%20et%20al.%22%2C%22parsedDate%22%3A%222023-01-24%22%2C%22numChildren%22%3A2%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BGord%26%23xF3%3B-Vilaseca%2C%20C.%2C%20Stephenson%2C%20F.%2C%20Coll%2C%20M.%2C%20Lavin%2C%20C.%2C%20%26amp%3B%20Costello%2C%20M.%20J.%20%282023%29.%20Three%20decades%20of%20increasing%20fish%20biodiversity%20across%20the%20northeast%20Atlantic%20and%20the%20Arctic%20Ocean.%20%26lt%3Bi%26gt%3BProceedings%20of%20the%20National%20Academy%20of%20Sciences%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B120%26lt%3B%5C%2Fi%26gt%3B%284%29%2C%20e2120869120.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1073%5C%2Fpnas.2120869120%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1073%5C%2Fpnas.2120869120%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DSE7XZXFQ%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Three%20decades%20of%20increasing%20fish%20biodiversity%20across%20the%20northeast%20Atlantic%20and%20the%20Arctic%20Ocean%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cesc%22%2C%22lastName%22%3A%22Gord%5Cu00f3-Vilaseca%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Fabrice%22%2C%22lastName%22%3A%22Stephenson%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Charles%22%2C%22lastName%22%3A%22Lavin%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mark%20John%22%2C%22lastName%22%3A%22Costello%22%7D%5D%2C%22abstractNote%22%3A%22Observed%20range%20shifts%20of%20numerous%20species%20support%20predictions%20of%20climate%20change%20models%20that%20species%20will%20shift%20their%20distribution%20northward%20into%20the%20Arctic%20and%20sub-Arctic%20seas%20due%20to%20ocean%20warming.%20However%2C%20how%20this%20is%20affecting%20overall%20species%20richness%20is%20unclear.%20Here%20we%20analyze%2020%2C670%20scientific%20research%20trawls%20from%20the%20North%20Sea%20to%20the%20Arctic%20Ocean%20collected%20from%201994%20to%202020%2C%20including%20193%20fish%20species.%20We%20found%20that%20demersal%20fish%20species%20richness%20at%20the%20local%20scale%20has%20doubled%20in%20some%20Arctic%20regions%2C%20including%20the%20Barents%20Sea%2C%20and%20increased%20at%20a%20lower%20rate%20at%20adjacent%20regions%20in%20the%20last%20three%20decades%2C%20followed%20by%20an%20increase%20in%20species%20richness%20and%20turnover%20at%20a%20regional%20scale.%20These%20changes%20in%20biodiversity%20correlated%20with%20an%20increase%20in%20sea%20bottom%20temperature.%20Within%20the%20study%20area%2C%20Arctic%20species%5Cu2019%20probability%20of%20occurrence%20generally%20declined%20over%20time.%20However%2C%20the%20increase%20in%20species%20from%20southern%20latitudes%2C%20together%20with%20an%20increase%20in%20some%20Arctic%20species%2C%20ultimately%20led%20to%20an%20enrichment%20of%20the%20Arctic%20and%20sub-Arctic%20marine%20fauna%20due%20to%20increasing%20water%20temperature%20consistent%20with%20climate%20change.%22%2C%22date%22%3A%222023-01-24%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1073%5C%2Fpnas.2120869120%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fpnas.org%5C%2Fdoi%5C%2F10.1073%5C%2Fpnas.2120869120%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%220027-8424%2C%201091-6490%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A44%3A56Z%22%7D%7D%2C%7B%22key%22%3A%22ISIAG9TD%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22de%20Mutsert%20et%20al.%22%2C%22parsedDate%22%3A%222023-01-01%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3Bde%20Mutsert%2C%20K.%2C%20Coll%2C%20M.%2C%20Steenbeek%2C%20J.%2C%20Ainsworth%2C%20C.%2C%20Buszowski%2C%20J.%2C%20Chagaris%2C%20D.%2C%20Christensen%2C%20V.%2C%20Heymans%2C%20S.%20J.%20J.%2C%20Lewis%2C%20K.%20A.%2C%20Libralato%2C%20S.%2C%20Oldford%2C%20G.%2C%20Piroddi%2C%20C.%2C%20Romagnoni%2C%20G.%2C%20Serpetti%2C%20N.%2C%20Spence%2C%20M.%20A.%2C%20%26amp%3B%20Walters%2C%20C.%20%282023%29.%20Advances%20in%20spatial%26%23x2010%3Btemporal%20coastal%20and%20marine%20ecosystem%20modeling%20using%20Ecospace.%20In%20%26lt%3Bi%26gt%3BReference%20Module%20in%20Earth%20Systems%20and%20Environmental%20Sciences%26lt%3B%5C%2Fi%26gt%3B.%20Elsevier.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1016%5C%2FB978-0-323-90798-9.00035-4%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1016%5C%2FB978-0-323-90798-9.00035-4%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DISIAG9TD%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22bookSection%22%2C%22title%22%3A%22Advances%20in%20spatial%5Cu2010temporal%20coastal%20and%20marine%20ecosystem%20modeling%20using%20Ecospace.%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kim%22%2C%22lastName%22%3A%22de%20Mutsert%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cameron%22%2C%22lastName%22%3A%22Ainsworth%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joe%22%2C%22lastName%22%3A%22Buszowski%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%22%2C%22lastName%22%3A%22Chagaris%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Sheila%20J.%20J.%22%2C%22lastName%22%3A%22Heymans%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kristy%20A.%22%2C%22lastName%22%3A%22Lewis%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Simone%22%2C%22lastName%22%3A%22Libralato%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Greig%22%2C%22lastName%22%3A%22Oldford%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Chiara%22%2C%22lastName%22%3A%22Piroddi%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Giovanni%22%2C%22lastName%22%3A%22Romagnoni%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Natalia%22%2C%22lastName%22%3A%22Serpetti%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Michael%20A.%22%2C%22lastName%22%3A%22Spence%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Carl%22%2C%22lastName%22%3A%22Walters%22%7D%5D%2C%22abstractNote%22%3A%22The%20advancement%20of%20ecosystem-based%20management%20of%20aquatic%20ecosystems%20should%20no%20longer%20be%20limited%20by%20a%20lack%20of%20tools.%20However%2C%20a%20lack%20of%20comprehensive%20understanding%20of%20the%20capabilities%20of%20existing%20tools%20can%20form%20a%20barrier%20for%20uptake.%20With%20this%20chapter%2C%20we%20strive%20to%20more%20fully%20describe%20one%20of%20these%20tools%2C%20the%20spatial-temporal%20ecosystem%20model%20Ecospace%2C%20which%20is%20part%20of%20the%20Ecopath%20with%20Ecosim%20%28EwE%29%20ecosystem%20modeling%20approach%20and%20software.%20Changes%20and%20developments%20in%20Ecospace%20have%20been%20faster%20than%20documented%20in%20recent%20years.%20Many%20features%20of%20Ecospace%2C%20including%20the%20most%20recent%20that%20have%20not%20been%20described%20before%2C%20are%20detailed%20in%20this%20chapter.%20The%20applications%20highlighted%20showcase%20the%20multitude%20of%20uses%20of%20the%20spatial%20application%20of%20EwE%2C%20which%2C%20especially%20due%20to%20expansion%20of%20the%20capabilities%20to%20incorporate%20the%20effects%20of%20environmental%20change%2C%20has%20facilitated%20its%20use%20outside%20of%20fisheries%20management%20to%20protection%20of%20biodiversity%2C%20ecosystem%20restoration%20and%20environmental%20impact%20assessment.%20New%20applications%20of%20Ecospace%20can%20truly%20contribute%20to%20advance%20modeling%20of%20cumulative%20impacts%20and%20management%20alternatives%20in%20marine%20ecosystems%2C%20and%20can%20be%20of%20interest%20to%20inform%20sectoral%20and%20intersectoral%20policy.%22%2C%22bookTitle%22%3A%22Reference%20Module%20in%20Earth%20Systems%20and%20Environmental%20Sciences%22%2C%22date%22%3A%222023-01-01%22%2C%22originalDate%22%3A%22%22%2C%22originalPublisher%22%3A%22%22%2C%22originalPlace%22%3A%22%22%2C%22format%22%3A%22%22%2C%22ISBN%22%3A%22978-0-12-409548-9%22%2C%22DOI%22%3A%2210.1016%5C%2FB978-0-323-90798-9.00035-4%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FB9780323907989000354%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-05-02T20%3A12%3A43Z%22%7D%7D%2C%7B%22key%22%3A%22RNTXB6BF%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Bryndum-Buchholz%20et%20al.%22%2C%22parsedDate%22%3A%222023-01-01%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BBryndum-Buchholz%2C%20A.%2C%20Blanchard%2C%20J.%20L.%2C%20Coll%2C%20M.%2C%20Pontavice%2C%20H.%20D.%2C%20Everett%2C%20J.%20D.%2C%20Guiet%2C%20J.%2C%20Heneghan%2C%20R.%20F.%2C%20Maury%2C%20O.%2C%20Novaglio%2C%20C.%2C%20Palacios-Abrantes%2C%20J.%2C%20Petrik%2C%20C.%20M.%2C%20Tittensor%2C%20D.%20P.%2C%20%26amp%3B%20Lotze%2C%20H.%20K.%20%282023%29.%20Applying%20ensemble%20ecosystem%20model%20projections%20to%20future-proof%20marine%20conservation%20planning%20in%20the%20Northwest%20Atlantic%20Ocean.%20%26lt%3Bi%26gt%3BFACETS%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B8%26lt%3B%5C%2Fi%26gt%3B%2C%201%26%23x2013%3B16.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1139%5C%2Ffacets-2023-0024%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1139%5C%2Ffacets-2023-0024%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DRNTXB6BF%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Applying%20ensemble%20ecosystem%20model%20projections%20to%20future-proof%20marine%20conservation%20planning%20in%20the%20Northwest%20Atlantic%20Ocean%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Andrea%22%2C%22lastName%22%3A%22Bryndum-Buchholz%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Julia%20L.%22%2C%22lastName%22%3A%22Blanchard%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Hubert%20Du%22%2C%22lastName%22%3A%22Pontavice%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jason%20D.%22%2C%22lastName%22%3A%22Everett%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jerome%22%2C%22lastName%22%3A%22Guiet%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ryan%20F.%22%2C%22lastName%22%3A%22Heneghan%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Olivier%22%2C%22lastName%22%3A%22Maury%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Camilla%22%2C%22lastName%22%3A%22Novaglio%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Juliano%22%2C%22lastName%22%3A%22Palacios-Abrantes%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Colleen%20M.%22%2C%22lastName%22%3A%22Petrik%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Derek%20P.%22%2C%22lastName%22%3A%22Tittensor%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Heike%20K.%22%2C%22lastName%22%3A%22Lotze%22%7D%2C%7B%22creatorType%22%3A%22editor%22%2C%22firstName%22%3A%22S.J.%22%2C%22lastName%22%3A%22Cooke%22%7D%5D%2C%22abstractNote%22%3A%22Climate%20change%20is%20altering%20marine%20ecosystems%20across%20the%20globe%20and%20is%20projected%20to%20do%20so%20for%20centuries%20to%20come.%20Marine%20conservation%20agencies%20can%20use%20short-%20and%20long-term%20projections%20of%20species-specific%20or%20ecosystem-level%20climate%20responses%20to%20inform%20marine%20conservation%20planning.%20Yet%2C%20integration%20of%20climate%20change%20adaptation%2C%20mitigation%2C%20and%20resilience%20into%20marine%20conservation%20planning%20is%20limited.%20We%20analysed%20future%20trajectories%20of%20climate%20change%20impacts%20on%20total%20consumer%20biomass%20and%20six%20key%20physical%20and%20biogeochemical%20drivers%20across%20the%20Northwest%20Atlantic%20Ocean%20to%20evaluate%20the%20consequences%20for%20Marine%20Protected%20Areas%20%28MPAs%29%20and%20Other%20Effective%20area-based%20Conservation%20Measures%20%28OECMs%29%20in%20Atlantic%20Canada.%20We%20identified%20climate%20change%20hotspots%20and%20refugia%2C%20where%20the%20environmental%20drivers%20are%20projected%20to%20change%20most%20or%20remain%20close%20to%20their%20current%20state%2C%20respectively%2C%20by%20mid-%20and%20end-century.%20We%20used%20standardized%20outputs%20from%20the%20Fisheries%20and%20Marine%20Ecosystem%20Model%20Intercomparison%20Project%20and%20the%206th%20Coupled%20Model%20Intercomparison%20Project.%20Our%20analysis%20revealed%20that%2C%20currently%2C%20no%20existing%20marine%20conservation%20areas%20in%20Atlantic%20Canada%20overlap%20with%20identified%20climate%20refugia.%20Most%20%2875%25%29%20established%20MPAs%20and%20more%20than%20one-third%20%2839%25%29%20of%20the%20established%20OECMs%20lie%20within%20cumulative%20climate%20hotspots.%20Our%20results%20provide%20important%20long-term%20context%20for%20adaptation%20and%20future-proofing%20spatial%20marine%20conservation%20planning%20in%20Canada%20and%20the%20Northwest%20Atlantic%20region.%22%2C%22date%22%3A%222023-01-01%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1139%5C%2Ffacets-2023-0024%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Ffacetsjournal.com%5C%2Fdoi%5C%2F10.1139%5C%2Ffacets-2023-0024%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%222371-1671%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A44%3A56Z%22%7D%7D%2C%7B%22key%22%3A%22YN3PUAN6%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Smith%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BSmith%2C%20M.%2C%20Chagaris%2C%20D.%2C%20Paperno%2C%20R.%2C%20%26amp%3B%20Markwith%2C%20S.%20%282023%29.%20Tropical%20estuarine%20ecosystem%20change%20under%20the%20interacting%20influences%20of%20future%20climate%20and%20ecosystem%20restoration.%20%26lt%3Bi%26gt%3BGlobal%20Change%20Biology%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B29%26lt%3B%5C%2Fi%26gt%3B%2820%29%2C%205850%26%23x2013%3B5865.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1111%5C%2Fgcb.16868%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1111%5C%2Fgcb.16868%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DYN3PUAN6%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Tropical%20estuarine%20ecosystem%20change%20under%20the%20interacting%20influences%20of%20future%20climate%20and%20ecosystem%20restoration%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mason%22%2C%22lastName%22%3A%22Smith%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%22%2C%22lastName%22%3A%22Chagaris%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Richard%22%2C%22lastName%22%3A%22Paperno%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Scott%22%2C%22lastName%22%3A%22Markwith%22%7D%5D%2C%22abstractNote%22%3A%22Abstract%5Cn%20%20%20%20%20%20%20%20%20%20%20%20One%20of%20the%20largest%20restoration%20programs%20in%20the%20world%2C%20the%20Comprehensive%20Everglades%20Restoration%20Plan%20%28CERP%29%20aims%20to%20restore%20freshwater%20inputs%20to%20Everglades%20wetlands%20and%20the%20Florida%20Bay%20estuary.%20This%20study%20predicted%20how%20the%20Florida%20Bay%20ecosystem%20may%20respond%20to%20hydrological%20restoration%20from%20CERP%20within%20the%20context%20of%20contemporary%20projected%20impacts%20of%20sea%5Cu2010level%20rise%20%28SLR%29%20and%20increased%20future%20temperatures.%20A%20spatial%5Cu2013temporal%20dynamic%20model%20%28Ecospace%29%20was%20used%20to%20develop%20a%20spatiotemporal%20food%20web%20model%20incorporating%20environmental%20drivers%20of%20salinity%2C%20salinity%20variation%2C%20temperature%2C%20depth%2C%20distance%20to%20mangrove%2C%20and%20seagrass%20abundance%20and%20was%20used%20to%20predict%20responses%20of%20biomass%2C%20fisheries%20catch%2C%20and%20ecosystem%20resilience%20between%20current%20and%20future%20conditions.%20Changes%20in%20biomass%20between%20the%20current%20and%20future%20scenario%20suggest%20a%20suite%20of%20winners%20and%20losers%2C%20with%20many%20estuarine%20species%20increasing%20in%20both%20total%20biomass%20and%20spatial%20distribution.%20Notable%20biomass%20increases%20were%20predicted%20for%20important%20forage%20species%2C%20including%20bay%20anchovy%20%28%2B32%25%29%2C%20hardhead%20halfbeak%20%28%2B19%25%29%2C%20and%20pinfish%20%28%2B31%25%29%2C%20while%20decreases%20were%20predicted%20in%20mullet%20%28%5Cu221288%25%29%2C%20clupeids%20%28%5Cu221255%25%29%2C%20hardhead%20silverside%20%28%5Cu221215%25%29%2C%20mojarras%20%28%5Cu2212117%25%29%2C%20and%20Portunid%20crabs%20%28%5Cu221216%25%29.%20Increases%20in%20sportfish%20biomass%20included%20the%20angler%5Cu2010preferred%20spotted%20seatrout%20%28%2B9%25%29%2C%20red%20drum%20%28%2B10%25%29%2C%20and%20gray%20snapper%20%28%2B8%25%29%2C%20while%20decreases%20included%20sheepshead%20%28%5Cu221240%25%29%2C%20Atlantic%20tarpon%20%28%5Cu221273%25%29%2C%20and%20common%20snook%20%28%5Cu2212507%25%29.%20Ecosystem%20resilience%20and%20fisheries%20catch%20of%20angler%5Cu2010preferred%20species%20were%20predicted%20to%20improve%20in%20the%20future%20scenario%20in%20total%2C%20although%20a%20localized%20decline%20in%20resilience%20predicted%20for%20the%20Central%20Region%20may%20warrant%20further%20attention.%20Our%20results%20suggest%20the%20Florida%20Bay%20ecosystem%20is%20likely%20to%20achieve%20restoration%20benefits%20in%20spite%20of%2C%20and%20in%20some%20cases%20facilitated%20by%2C%20the%20projected%20future%20impacts%20from%20climate%20change%20due%20to%20the%20system%26%23039%3Bs%20shallow%20depth%20and%20detrital%20dominance.%20The%20incorporation%20of%20climate%20impacts%20into%20long%5Cu2010term%20restoration%20planning%20using%20ecosystem%20modeling%20in%20similar%20systems%20facing%20unknown%20futures%20of%20SLR%2C%20warming%20seas%2C%20and%20shifting%20species%20distributions%20is%20recommended.%22%2C%22date%22%3A%2210%5C%2F2023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1111%5C%2Fgcb.16868%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fonlinelibrary.wiley.com%5C%2Fdoi%5C%2F10.1111%5C%2Fgcb.16868%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%221354-1013%2C%201365-2486%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A42%3A31Z%22%7D%7D%2C%7B%22key%22%3A%22DXA62VMQ%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Pennino%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BPennino%2C%20M.%20G.%2C%20Rehren%2C%20J.%2C%20Tifoura%2C%20A.%2C%20Lojo%2C%20D.%2C%20%26amp%3B%20Coll%2C%20M.%20%282023%29.%20New%20approaches%20to%20old%20problems%3A%20how%20to%20introduce%20ecosystem%20information%20into%20modern%20fisheries%20management%20advice.%20%26lt%3Bi%26gt%3BHydrobiologia%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B850%26lt%3B%5C%2Fi%26gt%3B%286%29%2C%201251%26%23x2013%3B1260.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fidp.springer.com%5C%2Fauthorize%5C%2Fcasa%3Fredirect_uri%3Dhttps%3A%5C%2F%5C%2Flink.springer.com%5C%2Farticle%5C%2F10.1007%5C%2Fs10750-022-05083-5%26amp%3Bcasa_token%3DaxFJOVhw0rYAAAAA%3ADLO-0J_UazJWN0S34lzmQAan3F6EPqN_5x5A7mRtMVuGLWNWiSqyg-NZQB94XqgYk0tWyQOFACgmHgAXSg%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fidp.springer.com%5C%2Fauthorize%5C%2Fcasa%3Fredirect_uri%3Dhttps%3A%5C%2F%5C%2Flink.springer.com%5C%2Farticle%5C%2F10.1007%5C%2Fs10750-022-05083-5%26amp%3Bcasa_token%3DaxFJOVhw0rYAAAAA%3ADLO-0J_UazJWN0S34lzmQAan3F6EPqN_5x5A7mRtMVuGLWNWiSqyg-NZQB94XqgYk0tWyQOFACgmHgAXSg%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DDXA62VMQ%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22New%20approaches%20to%20old%20problems%3A%20how%20to%20introduce%20ecosystem%20information%20into%20modern%20fisheries%20management%20advice%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maria%20Grazia%22%2C%22lastName%22%3A%22Pennino%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jennifer%22%2C%22lastName%22%3A%22Rehren%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Amina%22%2C%22lastName%22%3A%22Tifoura%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Davinia%22%2C%22lastName%22%3A%22Lojo%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fidp.springer.com%5C%2Fauthorize%5C%2Fcasa%3Fredirect_uri%3Dhttps%3A%5C%2F%5C%2Flink.springer.com%5C%2Farticle%5C%2F10.1007%5C%2Fs10750-022-05083-5%26casa_token%3DaxFJOVhw0rYAAAAA%3ADLO-0J_UazJWN0S34lzmQAan3F6EPqN_5x5A7mRtMVuGLWNWiSqyg-NZQB94XqgYk0tWyQOFACgmHgAXSg%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A42%3A31Z%22%7D%7D%2C%7B%22key%22%3A%229YBMH6N8%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22P%5Cu00fcts%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BP%26%23xFC%3Bts%2C%20M.%2C%20Kempf%2C%20A.%2C%20M%26%23xF6%3Bllmann%2C%20C.%2C%20%26amp%3B%20Taylor%2C%20M.%20%282023%29.%20Trade-offs%20between%20fisheries%2C%20offshore%20wind%20farms%20and%20marine%20protected%20areas%20in%20the%20southern%20north%20Sea%26%23x2013%3Bwinners%2C%20losers%20and%20effective%20spatial%20management.%20%26lt%3Bi%26gt%3BMarine%20Policy%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B152%26lt%3B%5C%2Fi%26gt%3B%2C%20105574.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0308597X2300101X%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0308597X2300101X%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D9YBMH6N8%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Trade-offs%20between%20fisheries%2C%20offshore%20wind%20farms%20and%20marine%20protected%20areas%20in%20the%20southern%20north%20Sea%5Cu2013winners%2C%20losers%20and%20effective%20spatial%20management%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Miriam%22%2C%22lastName%22%3A%22P%5Cu00fcts%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Alexander%22%2C%22lastName%22%3A%22Kempf%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Christian%22%2C%22lastName%22%3A%22M%5Cu00f6llmann%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marc%22%2C%22lastName%22%3A%22Taylor%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.sciencedirect.com%5C%2Fscience%5C%2Farticle%5C%2Fpii%5C%2FS0308597X2300101X%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A42%3A31Z%22%7D%7D%2C%7B%22key%22%3A%22KH57LVJX%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Gord%5Cu00f3-Vilaseca%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BGord%26%23xF3%3B-Vilaseca%2C%20C.%2C%20Pecuchet%2C%20L.%2C%20Coll%2C%20M.%2C%20Reiss%2C%20H.%2C%20J%26%23xFC%3Bterbock%2C%20A.%2C%20%26amp%3B%20Costello%2C%20M.%20J.%20%282023%29.%20Over%2020%25%20of%20marine%20fishes%20shifting%20in%20the%20North%20and%20Barents%20Seas%2C%20but%20not%20in%20the%20Norwegian%20Sea.%20%26lt%3Bi%26gt%3BPeerJ%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B11%26lt%3B%5C%2Fi%26gt%3B%2C%20e15801.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fpeerj.com%5C%2Farticles%5C%2F15801%5C%2F%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fpeerj.com%5C%2Farticles%5C%2F15801%5C%2F%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DKH57LVJX%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Over%2020%25%20of%20marine%20fishes%20shifting%20in%20the%20North%20and%20Barents%20Seas%2C%20but%20not%20in%20the%20Norwegian%20Sea%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cesc%22%2C%22lastName%22%3A%22Gord%5Cu00f3-Vilaseca%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Laurene%22%2C%22lastName%22%3A%22Pecuchet%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Henning%22%2C%22lastName%22%3A%22Reiss%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Alexander%22%2C%22lastName%22%3A%22J%5Cu00fcterbock%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mark%20John%22%2C%22lastName%22%3A%22Costello%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fpeerj.com%5C%2Farticles%5C%2F15801%5C%2F%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A44%3A56Z%22%7D%7D%2C%7B%22key%22%3A%2296HBYW2P%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Ofir%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A0%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BOfir%2C%20E.%2C%20Silver%2C%20T.%2C%20Steenbeek%2C%20J.%20G.%2C%20Shachar%2C%20N.%2C%20%26amp%3B%20Gal%2C%20G.%20%282023%29.%20Applying%20the%20safe%20operating%20space%20%28SOS%29%20approach%20to%20sustainable%20commercial%20fishing%20under%20varying%20lake%20levels%20and%20littoral%20zone%20conditions.%20%26lt%3Bi%26gt%3BFisheries%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B48%26lt%3B%5C%2Fi%26gt%3B%283%29%2C%20107%26%23x2013%3B120.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fafspubs.onlinelibrary.wiley.com%5C%2Fdoi%5C%2Fabs%5C%2F10.1002%5C%2Ffsh.10869%3Fcasa_token%3DBUYnZrHCJTYAAAAA%3Ami_sqgAifUVnDrHb-03n-QuilDPQnAEFYvJmv7nQcR7xhXiCrXUiDyb49HGftr_hFwFetYVEceNcToX7%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fafspubs.onlinelibrary.wiley.com%5C%2Fdoi%5C%2Fabs%5C%2F10.1002%5C%2Ffsh.10869%3Fcasa_token%3DBUYnZrHCJTYAAAAA%3Ami_sqgAifUVnDrHb-03n-QuilDPQnAEFYvJmv7nQcR7xhXiCrXUiDyb49HGftr_hFwFetYVEceNcToX7%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D96HBYW2P%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Applying%20the%20safe%20operating%20space%20%28SOS%29%20approach%20to%20sustainable%20commercial%20fishing%20under%20varying%20lake%20levels%20and%20littoral%20zone%20conditions%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Eyal%22%2C%22lastName%22%3A%22Ofir%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tal%22%2C%22lastName%22%3A%22Silver%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%20G.%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Noam%22%2C%22lastName%22%3A%22Shachar%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Gideon%22%2C%22lastName%22%3A%22Gal%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fafspubs.onlinelibrary.wiley.com%5C%2Fdoi%5C%2Fabs%5C%2F10.1002%5C%2Ffsh.10869%3Fcasa_token%3DBUYnZrHCJTYAAAAA%3Ami_sqgAifUVnDrHb-03n-QuilDPQnAEFYvJmv7nQcR7xhXiCrXUiDyb49HGftr_hFwFetYVEceNcToX7%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A44%3A56Z%22%7D%7D%2C%7B%22key%22%3A%22V6HB9JD6%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Ortega%20Cerd%5Cu00e0%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BOrtega%20Cerd%26%23xE0%3B%2C%20M.%2C%20Castro%20Cadenas%2C%20M.%20D.%2C%20Steenbeek%2C%20J.%2C%20%26amp%3B%20Coll%2C%20M.%20%282023%29.%20%26lt%3Bi%26gt%3BIdentifying%20and%20prioritizing%20demersal%20fisheries%20restricted%20areas%20based%20on%20combined%20ecological%20and%20fisheries%20criteria%3A%20The%20western%20Mediterranean%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F338917%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F338917%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DV6HB9JD6%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Identifying%20and%20prioritizing%20demersal%20fisheries%20restricted%20areas%20based%20on%20combined%20ecological%20and%20fisheries%20criteria%3A%20The%20western%20Mediterranean%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Miquel%22%2C%22lastName%22%3A%22Ortega%20Cerd%5Cu00e0%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mar%5Cu00eda%20Dolores%22%2C%22lastName%22%3A%22Castro%20Cadenas%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F338917%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A44%3A56Z%22%7D%7D%2C%7B%22key%22%3A%228GWQNL5G%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22S%5Cu00e1nchez-Zulueta%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BS%26%23xE1%3Bnchez-Zulueta%2C%20P.%2C%20Valls%2C%20M.%2C%20Guijarro%2C%20B.%2C%20%26%23xC1%3Bngeles%20Torres%2C%20M.%2C%20%26%23xC1%3Bngeles%20Zapata%2C%20M.%2C%20Coll%2C%20M.%2C%20Corrales%2C%20X.%2C%20Andonegi%2C%20E.%2C%20D%26%23xED%3Baz-Vald%26%23xE9%3Bs%2C%20M.%2C%20%26amp%3B%20Massut%26%23xED%3B%2C%20E.%20%282023%29.%20Trophic%20structure%20and%20fishing%20impacts%20on%20an%20oligotrophic%20ecosystem%20in%20the%20Western%20Mediterranean%3A%20the%20Balearic%20Islands.%20%26lt%3Bi%26gt%3BFrontiers%20in%20Marine%20Science%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F334988%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F334988%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D8GWQNL5G%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Trophic%20structure%20and%20fishing%20impacts%20on%20an%20oligotrophic%20ecosystem%20in%20the%20Western%20Mediterranean%3A%20the%20Balearic%20Islands%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Paula%22%2C%22lastName%22%3A%22S%5Cu00e1nchez-Zulueta%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mar%5Cu00eda%22%2C%22lastName%22%3A%22Valls%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Beatriz%22%2C%22lastName%22%3A%22Guijarro%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mar%5Cu00eda%22%2C%22lastName%22%3A%22%5Cu00c1ngeles%20Torres%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Mar%5Cu00eda%22%2C%22lastName%22%3A%22%5Cu00c1ngeles%20Zapata%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Xavier%22%2C%22lastName%22%3A%22Corrales%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Eider%22%2C%22lastName%22%3A%22Andonegi%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22D%5Cu00edaz-Vald%5Cu00e9s%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Enric%22%2C%22lastName%22%3A%22Massut%5Cu00ed%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F334988%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T14%3A59%3A17Z%22%7D%7D%2C%7B%22key%22%3A%224QD5RDI4%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Bahurel%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BBahurel%2C%20P.%2C%20Br%26%23xF6%3Bnner%2C%20U.%2C%20Buttigieg%2C%20P.-L.%2C%20Chai%2C%20F.%2C%20Chassignet%2C%20E.%2C%20Devey%2C%20C.%2C%20Fanjul%2C%20E.%20A.%2C%20Hill%2C%20K.%2C%20Yong%20Kim%2C%20S.%2C%20%26amp%3B%20Kollert%2C%20J.%20%282023%29.%20%26lt%3Bi%26gt%3BDITTO%20Programme%20Whitepaper%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Faquadocs.org%5C%2Fhandle%5C%2F1834%5C%2F42966%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Faquadocs.org%5C%2Fhandle%5C%2F1834%5C%2F42966%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D4QD5RDI4%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22DITTO%20Programme%20Whitepaper%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Pierre%22%2C%22lastName%22%3A%22Bahurel%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Ute%22%2C%22lastName%22%3A%22Br%5Cu00f6nner%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Pier-Luigi%22%2C%22lastName%22%3A%22Buttigieg%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Fei%22%2C%22lastName%22%3A%22Chai%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Eric%22%2C%22lastName%22%3A%22Chassignet%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Colin%22%2C%22lastName%22%3A%22Devey%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Enrique%20Alvarez%22%2C%22lastName%22%3A%22Fanjul%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Katherine%22%2C%22lastName%22%3A%22Hill%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Sung%22%2C%22lastName%22%3A%22Yong%20Kim%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joana%22%2C%22lastName%22%3A%22Kollert%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Faquadocs.org%5C%2Fhandle%5C%2F1834%5C%2F42966%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A44%3A56Z%22%7D%7D%2C%7B%22key%22%3A%22H653FCPT%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Petza%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BPetza%2C%20D.%2C%20Anastopoulos%2C%20P.%2C%20Kalogirou%2C%20S.%2C%20Coll%2C%20M.%2C%20Garcia%2C%20S.%2C%20Kaiser%2C%20M.%2C%20Koukourouvli%2C%20N.%2C%20Lourdi%2C%20I.%2C%20Rice%2C%20J.%2C%20%26amp%3B%20Sciberras%2C%20M.%20%282023%29.%20Contribution%20of%20area-based%20fisheries%20management%20measures%20to%20fisheries%20sustainability%20and%20marine%20conservation%3A%20a%20global%20scoping%20review.%20%26lt%3Bi%26gt%3BReviews%20in%20Fish%20Biology%20and%20Fisheries%26lt%3B%5C%2Fi%26gt%3B%2C%201%26%23x2013%3B25.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Flink.springer.com%5C%2Farticle%5C%2F10.1007%5C%2Fs11160-023-09780-9%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Flink.springer.com%5C%2Farticle%5C%2F10.1007%5C%2Fs11160-023-09780-9%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DH653FCPT%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Contribution%20of%20area-based%20fisheries%20management%20measures%20to%20fisheries%20sustainability%20and%20marine%20conservation%3A%20a%20global%20scoping%20review%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Dimitra%22%2C%22lastName%22%3A%22Petza%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Panagiotis%22%2C%22lastName%22%3A%22Anastopoulos%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Stefanos%22%2C%22lastName%22%3A%22Kalogirou%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Serge%22%2C%22lastName%22%3A%22Garcia%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Michel%22%2C%22lastName%22%3A%22Kaiser%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Nikoletta%22%2C%22lastName%22%3A%22Koukourouvli%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Irene%22%2C%22lastName%22%3A%22Lourdi%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jake%22%2C%22lastName%22%3A%22Rice%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marija%22%2C%22lastName%22%3A%22Sciberras%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Flink.springer.com%5C%2Farticle%5C%2F10.1007%5C%2Fs11160-023-09780-9%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A44%3A56Z%22%7D%7D%2C%7B%22key%22%3A%228S4HDSUY%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Cousido%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BCousido%2C%20M.%2C%20Gonz%26%23xE1%3Blez-Carballo%2C%20M.%2C%20Pennino%2C%20M.%20G.%2C%20Coll%2C%20M.%2C%20%26amp%3B%20B%26%23xE1%3Bez%2C%20J.%20C.%20%282023%29.%20%26lt%3Bi%26gt%3BDifferential%20effect%20of%20fisheries%20to%20the%20COVID-19%20pandemic%20in%20the%20region%20of%20Andalusia%20%28Spain%29%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F295900%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F295900%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D8S4HDSUY%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Differential%20effect%20of%20fisheries%20to%20the%20COVID-19%20pandemic%20in%20the%20region%20of%20Andalusia%20%28Spain%29%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Cousido%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Gonz%5Cu00e1lez-Carballo%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Maria%20Grazia%22%2C%22lastName%22%3A%22Pennino%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jos%5Cu00e9%20Carlos%22%2C%22lastName%22%3A%22B%5Cu00e1ez%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fdigital.csic.es%5C%2Fhandle%5C%2F10261%5C%2F295900%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T13%3A44%3A56Z%22%7D%7D%2C%7B%22key%22%3A%22T95WTRKG%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Guibourd%20de%20Luzinais%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A2%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BGuibourd%20de%20Luzinais%2C%20V.%2C%20Du%20Pontavice%2C%20H.%2C%20Reygondeau%2C%20G.%2C%20Barrier%2C%20N.%2C%20Blanchard%2C%20J.%20L.%2C%20Bornarel%2C%20V.%2C%20B%26%23xFC%3Bchner%2C%20M.%2C%20Cheung%2C%20W.%20W.%2C%20Eddy%2C%20T.%20D.%2C%20%26amp%3B%20Everett%2C%20J.%20D.%20%282023%29.%20Trophic%20amplification%3A%20A%20model%20intercomparison%20of%20climate%20driven%20changes%20in%20marine%20food%20webs.%20%26lt%3Bi%26gt%3BPloS%20One%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B18%26lt%3B%5C%2Fi%26gt%3B%288%29%2C%20e0287570.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fjournals.plos.org%5C%2Fplosone%5C%2Farticle%3Fid%3D10.1371%5C%2Fjournal.pone.0287570%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fjournals.plos.org%5C%2Fplosone%5C%2Farticle%3Fid%3D10.1371%5C%2Fjournal.pone.0287570%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DT95WTRKG%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Trophic%20amplification%3A%20A%20model%20intercomparison%20of%20climate%20driven%20changes%20in%20marine%20food%20webs%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Vianney%22%2C%22lastName%22%3A%22Guibourd%20de%20Luzinais%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Hubert%22%2C%22lastName%22%3A%22Du%20Pontavice%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Gabriel%22%2C%22lastName%22%3A%22Reygondeau%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Nicolas%22%2C%22lastName%22%3A%22Barrier%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Julia%20L.%22%2C%22lastName%22%3A%22Blanchard%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Virginie%22%2C%22lastName%22%3A%22Bornarel%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Matthias%22%2C%22lastName%22%3A%22B%5Cu00fcchner%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22William%20WL%22%2C%22lastName%22%3A%22Cheung%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Tyler%20D.%22%2C%22lastName%22%3A%22Eddy%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jason%20D.%22%2C%22lastName%22%3A%22Everett%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fjournals.plos.org%5C%2Fplosone%5C%2Farticle%3Fid%3D10.1371%5C%2Fjournal.pone.0287570%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-05-02T20%3A13%3A29Z%22%7D%7D%2C%7B%22key%22%3A%22Y6YGNFV2%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Ofir%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A2%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BOfir%2C%20E.%2C%20Corrales%2C%20X.%2C%20Coll%2C%20M.%2C%20jacomina%20Heymans%2C%20J.%2C%20Goren%2C%20M.%2C%20Steenbeek%2C%20J.%2C%20Amitai%2C%20Y.%2C%20Shachar%2C%20N.%2C%20%26amp%3B%20Gal%2C%20G.%20%282023%29.%20Evaluation%20of%20fisheries%20management%20policies%20in%20the%20alien%20species-rich%20Eastern%20Mediterranean%20under%20climate%20change.%20%26lt%3Bi%26gt%3BFrontiers%20in%20Marine%20Science%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B10%26lt%3B%5C%2Fi%26gt%3B%2C%201155480.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fpure.uhi.ac.uk%5C%2Fen%5C%2Fpublications%5C%2Fevaluation-of-fisheries-management-policies-in-the-alien-species-%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fpure.uhi.ac.uk%5C%2Fen%5C%2Fpublications%5C%2Fevaluation-of-fisheries-management-policies-in-the-alien-species-%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DY6YGNFV2%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Evaluation%20of%20fisheries%20management%20policies%20in%20the%20alien%20species-rich%20Eastern%20Mediterranean%20under%20climate%20change%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Eyal%22%2C%22lastName%22%3A%22Ofir%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Xavier%22%2C%22lastName%22%3A%22Corrales%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Marta%22%2C%22lastName%22%3A%22Coll%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Johanna%22%2C%22lastName%22%3A%22jacomina%20Heymans%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Menachem%22%2C%22lastName%22%3A%22Goren%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Yael%22%2C%22lastName%22%3A%22Amitai%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Noam%22%2C%22lastName%22%3A%22Shachar%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Gideon%22%2C%22lastName%22%3A%22Gal%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fpure.uhi.ac.uk%5C%2Fen%5C%2Fpublications%5C%2Fevaluation-of-fisheries-management-policies-in-the-alien-species-%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-05-02T20%3A13%3A24Z%22%7D%7D%2C%7B%22key%22%3A%22EFFS628H%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Vilas%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A2%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BVilas%2C%20D.%2C%20Buszowski%2C%20J.%2C%20Sagarese%2C%20S.%2C%20Steenbeek%2C%20J.%2C%20Siders%2C%20Z.%2C%20%26amp%3B%20Chagaris%2C%20D.%20%282023%29.%20Evaluating%20red%20tide%20effects%20on%20the%20West%20Florida%20Shelf%20using%20a%20spatiotemporal%20ecosystem%20modeling%20framework.%20%26lt%3Bi%26gt%3BScientific%20Reports%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B13%26lt%3B%5C%2Fi%26gt%3B%281%29%2C%202541.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-ItemURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs41598-023-29327-z%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs41598-023-29327-z%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DEFFS628H%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Evaluating%20red%20tide%20effects%20on%20the%20West%20Florida%20Shelf%20using%20a%20spatiotemporal%20ecosystem%20modeling%20framework%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Daniel%22%2C%22lastName%22%3A%22Vilas%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joe%22%2C%22lastName%22%3A%22Buszowski%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Skyler%22%2C%22lastName%22%3A%22Sagarese%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Zach%22%2C%22lastName%22%3A%22Siders%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22David%22%2C%22lastName%22%3A%22Chagaris%22%7D%5D%2C%22abstractNote%22%3A%22%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%22%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fwww.nature.com%5C%2Farticles%5C%2Fs41598-023-29327-z%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-05-02T20%3A13%3A05Z%22%7D%7D%2C%7B%22key%22%3A%224NFEV66T%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Stock%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BStock%2C%20A.%2C%20Murray%2C%20C.%20C.%2C%20Gregr%2C%20E.%20J.%2C%20Steenbeek%2C%20J.%2C%20Woodburn%2C%20E.%2C%20Micheli%2C%20F.%2C%20Christensen%2C%20V.%2C%20%26amp%3B%20Chan%2C%20K.%20M.%20A.%20%282023%29.%20%26lt%3Bi%26gt%3BExploring%20multiple%20stressor%20effects%20with%20Ecopath%2C%20Ecosim%2C%20and%20Ecospace%3A%20Research%20designs%2C%20modeling%20techniques%2C%20and%20future%20directions%26lt%3B%5C%2Fi%26gt%3B.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1016%5C%2Fj.scitotenv.2023.161719%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1016%5C%2Fj.scitotenv.2023.161719%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3D4NFEV66T%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Exploring%20multiple%20stressor%20effects%20with%20Ecopath%2C%20Ecosim%2C%20and%20Ecospace%3A%20Research%20designs%2C%20modeling%20techniques%2C%20and%20future%20directions%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Andy%22%2C%22lastName%22%3A%22Stock%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Cathryn%20C.%22%2C%22lastName%22%3A%22Murray%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Edward%20J%22%2C%22lastName%22%3A%22Gregr%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Jeroen%22%2C%22lastName%22%3A%22Steenbeek%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Emie%22%2C%22lastName%22%3A%22Woodburn%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Fiorenza%22%2C%22lastName%22%3A%22Micheli%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Villy%22%2C%22lastName%22%3A%22Christensen%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kai%20M.A.%22%2C%22lastName%22%3A%22Chan%22%7D%5D%2C%22abstractNote%22%3A%22Understanding%20the%20cumulative%20effects%20of%20multiple%20stressors%20is%20a%20research%20priority%20in%20environmental%20science.%20Ecological%20models%20are%20a%20key%20component%20of%20tackling%20this%20challenge%20because%20they%20can%20simulate%20interactions%20between%20the%20components%20of%20an%20ecosystem.%20Here%2C%20we%20ask%2C%20how%20has%20the%20popular%20modeling%20platform%20Ecopath%20with%20Ecosim%20%28EwE%29%20been%20used%20to%20model%20human%20impacts%20related%20to%20climate%20change%2C%20land%20and%20sea%20use%2C%20pollution%2C%20and%20invasive%20species%3F%20We%20conducted%20a%20literature%20review%20encompassing%20166%20studies%20covering%20stressors%20other%20than%20fishing%20mostly%20in%20aquatic%20ecosystems.%20The%20most%20modeled%20stressors%20were%20physical%20climate%20change%20%2860%20studies%29%2C%20species%20introductions%20%2822%29%2C%20habitat%20loss%20%2821%29%2C%20and%20eutrophication%20%2820%29%2C%20using%20a%20range%20of%20modeling%20techniques.%20Despite%20this%20comprehensive%20coverage%2C%20we%20identified%20four%20gaps%20that%20must%20be%20filled%20to%20harness%20the%20potential%20of%20EwE%20for%20studying%20multiple%20stressor%20effects.%20First%2C%20only%2012%25%20of%20studies%20investigated%20three%20or%20more%20stressors%2C%20with%20most%20studies%20focusing%20on%20single%20stressors.%20Furthermore%2C%20many%20studies%20modeled%20only%20one%20of%20many%20pathways%20through%20which%20each%20stressor%20is%20known%20to%20affect%20ecosystems.%20Second%2C%20various%20methods%20have%20been%20applied%20to%20define%20environmental%20response%20functions%20representing%20the%20effects%20of%20single%20stressors%20on%20species%20groups.%20These%20functions%20can%20have%20a%20large%20effect%20on%20the%20simulated%20ecological%20changes%2C%20but%20best%20practices%20for%20deriving%20them%20are%20yet%20to%20emerge.%20Third%2C%20human%20dimensions%20of%20environmental%20change%20%5Cu2013%20except%20for%20fisheries%20%5Cu2013%20were%20rarely%20considered.%20Fourth%2C%20only%203%25%20of%20studies%20used%20statistical%20research%20designs%20that%20allow%20attribution%20of%20simulated%20ecosystem%20changes%20to%20stressors%5Cu2019%20direct%20effects%20and%20interactions%2C%20such%20as%20factorial%20%28computational%29%20experiments.%20None%20made%20full%20use%20of%20the%20statistical%20possibilities%20that%20arise%20when%20simulations%20can%20be%20repeated%20many%20times%20with%20controlled%20changes%20to%20the%20inputs.%20We%20argue%20that%20all%20four%20gaps%20are%20feasibly%20filled%20by%20integrating%20ecological%20modeling%20with%20advances%20in%20other%20subfields%20of%20environmental%20science%20and%20in%20computational%20statistics.%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1016%5C%2Fj.scitotenv.2023.161719%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fosf.io%5C%2Frfghy%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%22%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222025-01-08T15%3A56%3A57Z%22%7D%7D%2C%7B%22key%22%3A%22TJI9T7AN%22%2C%22library%22%3A%7B%22id%22%3A2187924%7D%2C%22meta%22%3A%7B%22creatorSummary%22%3A%22Shaffer%20et%20al.%22%2C%22parsedDate%22%3A%222023%22%2C%22numChildren%22%3A1%7D%2C%22bib%22%3A%22%26lt%3Bdiv%20class%3D%26quot%3Bcsl-bib-body%26quot%3B%20style%3D%26quot%3Bline-height%3A%202%3B%20padding-left%3A%201em%3B%20text-indent%3A-1em%3B%26quot%3B%26gt%3B%5Cn%20%20%26lt%3Bdiv%20class%3D%26quot%3Bcsl-entry%26quot%3B%26gt%3BShaffer%2C%20M.%2C%20Marriott%2C%20S.%2C%20Lewis%2C%20K.%20A.%2C%20Buszowski%2C%20J.%2C%20%26amp%3B%20de%20Mutsert%2C%20K.%20%282023%29.%20Action%20science%20in%20practice%3A%20Co-production%20of%20a%20decision%20support%20tool%20visualizing%20effects%20of%20nutrient%20and%20hypoxia%20reduction%20goals%20on%20fisheries%20species.%20%26lt%3Bi%26gt%3BMarine%20and%20Coastal%20Fisheries%26lt%3B%5C%2Fi%26gt%3B%2C%20%26lt%3Bi%26gt%3B15%26lt%3B%5C%2Fi%26gt%3B%286%29%2C%20e10262.%20%26lt%3Ba%20class%3D%26%23039%3Bzp-DOIURL%26%23039%3B%20href%3D%26%23039%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1002%5C%2Fmcf2.10262%26%23039%3B%26gt%3Bhttps%3A%5C%2F%5C%2Fdoi.org%5C%2F10.1002%5C%2Fmcf2.10262%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3Ba%20title%3D%26%23039%3BCite%20in%20RIS%20Format%26%23039%3B%20class%3D%26%23039%3Bzp-CiteRIS%26%23039%3B%20data-zp-cite%3D%26%23039%3Bapi_user_id%3D2187924%26amp%3Bitem_key%3DTJI9T7AN%26%23039%3B%20href%3D%26%23039%3Bjavascript%3Avoid%280%29%3B%26%23039%3B%26gt%3BCite%26lt%3B%5C%2Fa%26gt%3B%20%26lt%3B%5C%2Fdiv%26gt%3B%5Cn%26lt%3B%5C%2Fdiv%26gt%3B%22%2C%22data%22%3A%7B%22itemType%22%3A%22journalArticle%22%2C%22title%22%3A%22Action%20science%20in%20practice%3A%20Co-production%20of%20a%20decision%20support%20tool%20visualizing%20effects%20of%20nutrient%20and%20hypoxia%20reduction%20goals%20on%20fisheries%20species%22%2C%22creators%22%3A%5B%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Michelle%22%2C%22lastName%22%3A%22Shaffer%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Sara%22%2C%22lastName%22%3A%22Marriott%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kristy%20A.%22%2C%22lastName%22%3A%22Lewis%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Joe%22%2C%22lastName%22%3A%22Buszowski%22%7D%2C%7B%22creatorType%22%3A%22author%22%2C%22firstName%22%3A%22Kim%22%2C%22lastName%22%3A%22de%20Mutsert%22%7D%5D%2C%22abstractNote%22%3A%22Objective%20The%20Gulf%20of%20Mexico%20hosts%20some%20of%20the%20most%20productive%20fisheries%20in%20the%20United%20States%2C%20whereas%20the%20same%20region%20is%20known%20to%20experience%20environmental%20stressors%2C%20such%20as%20summer%20hypoxia.%20Ecosystem%20models%20have%20been%20developed%20for%20the%20Gulf%20of%20Mexico%20to%20determine%20how%20hypoxia%20affects%20living%20marine%20resources%2C%20but%20these%20models%20and%20their%20output%20are%20not%20always%20easy%20to%20access%20or%20interpret%20by%20managers%2C%20thereby%20decreasing%20their%20implementation%20in%20a%20management%20setting.%20To%20help%20alleviate%20the%20gap%20between%20ecosystem%20model%20development%20and%20management%20utility%2C%20the%20current%20study%20focuses%20on%20co-produced%2C%20user-friendly%20tools%20that%20describe%20the%20effects%20of%20nutrient%20and%20hypoxia%20reductions%20on%20marine%20living%20resources.%20Methods%20Two%20decisions%20were%20made%20prior%20to%20the%20ecosystem%20model%20development%20to%20facilitate%20the%20transfer%20of%20model%20output%3A%20%281%29%20to%20engage%20and%20consult%20fisheries%20and%20restoration%20managers%20throughout%20ecosystem%20model%20development%20to%20ensure%20that%20the%20output%20would%20provide%20relevant%20information%3B%20and%20%282%29%20to%20provide%20an%20accessible%20visualization%20tool%20for%20making%20ecosystem%20model%20output%20readily%20available%20to%20support%20the%20needs%20of%20decision%20makers.%20Result%20Results%20from%20an%20advisory%20panel%20survey%20instrument%20and%20advisory%20panel%20meetings%20guided%20ecosystem%20model%20development%20and%20launched%20the%20development%20of%20a%20decision%20support%20tool.%20The%20iterative%20process%20of%20building%20a%20decision%20support%20tool%20incorporating%20feedback%20from%20survey%20instrument%20respondents%20resulted%20in%20an%20ESRI%20ArcGIS%20Dashboard%20that%20allows%20end-users%20to%20identify%20the%20effects%20of%20hypoxia%20and%20respondent-specified%20nutrient%20and%20hypoxia%20reduction%20goals%20on%20the%20biomass%20and%20distribution%20of%20fisheries%20species.%20Conclusion%20The%20intent%20is%20to%20aid%20managers%20who%20are%20actively%20working%20to%20address%20hypoxia%20in%20the%20Gulf%20of%20Mexico%20with%20easy-to-access%20information%20on%20the%20effects%20of%20planned%20actions%20and%20to%20encourage%20future%20modelers%20to%20apply%20action%20science%20principles%20to%20best%20address%20the%20needs%20of%20decision%20makers.%22%2C%22date%22%3A%222023%22%2C%22section%22%3A%22%22%2C%22partNumber%22%3A%22%22%2C%22partTitle%22%3A%22%22%2C%22DOI%22%3A%2210.1002%5C%2Fmcf2.10262%22%2C%22citationKey%22%3A%22%22%2C%22url%22%3A%22https%3A%5C%2F%5C%2Fonlinelibrary.wiley.com%5C%2Fdoi%5C%2Fabs%5C%2F10.1002%5C%2Fmcf2.10262%22%2C%22PMID%22%3A%22%22%2C%22PMCID%22%3A%22%22%2C%22ISSN%22%3A%221942-5120%22%2C%22language%22%3A%22en%22%2C%22collections%22%3A%5B%5D%2C%22dateModified%22%3A%222024-01-18T14%3A52%3A17Z%22%7D%7D%5D%7D

Gordó-Vilaseca, C., Coll, M., Steenbeek, J., Tittensor, D., Jacquemont, J., Stephenson, F., Loiseau, C., Stanley, R. R. E., Horta e Costa, B., & Claudet, J. (2026). European Target of 10% Strict Protection could Benefit Fisheries within a Decade (SSRN Scholarly Paper No. 7096254). Social Science Research Network. https://doi.org/10.2139/ssrn.7096254 Cite

Gal, G., Islam, T., Ofir, E., Steenbeek, J., Bookman, R., Lahav, E., Peled, Y., & Astrahan, P. (2026). The projected impacts and implications of bottom spill events on an ultra-oligotrophic marine ecosystem (SSRN Scholarly Paper No. 7044513). Social Science Research Network. https://doi.org/10.2139/ssrn.7044513 Cite

Gunner, R. M., Wilson, R. P., Lurgi, M., Börger, L., Redcliffe, J., Shepard, E. L. C., Holton, M. D., Crofoot, M. C., Alagaili, A., Andrzejaczek, S., Ariano‐Sánchez, D., Barbedette‐Gerard, T., Bennett, N. C., Bernard, A., Brown, R., Cole, N., Creel, S., Cruz‐Neto, A. P., Di Virgilio, A., … Potts, J. R. (2026). High resolution data reveal fundamental steps and turns in animal movements. Ecological Monographs, 96(2), e70069. https://doi.org/10.1002/ecm.70069 Cite

Roberts, K. E., Rohr, T., Raven, M. R., Diamond, M. S., Visioni, D., Kravitz, B., Heneghan, R., Petrik, C. M., Bianchi, D., Ortega‐Cisneros, K., Morrison, M. A., Van Heerden, V., Wiseman, N. A., Anil, G., Cannizzo, Z. J., Coll, M., Coupe, J., Freedman, R., Krumhardt, K., … Harrison, C. S. (2026). Potential Impacts of Climate Interventions on Marine Ecosystems. Reviews of Geophysics, 64(1), e2024RG000876. https://doi.org/10.1029/2024RG000876 Cite

Rodríguez-Fonseca, B., Calvo-Miguélez, E., Montoya-Carramolino, L., Rodrigues, R. R., Polo, I., Martín-Rey, M., Losada, T., López-Parages, J., Gómara, I., & Rivas, D. (2026). ENSO impacts on marine ecosystems and fisheries in the tropical and South Atlantic. Nature Reviews Earth & Environment, 7(1), 43–59. https://www.nature.com/articles/s43017-025-00742-2 Cite

Artana, C., Kaplan, A., Ramírez, F., Ortega, M., Steenbeek, J. G., & Coll, M. (2026). Marine heatwaves are transforming Western mediterranean marine ecosystems. Scientific Reports. https://www.nature.com/articles/s41598-026-35813-x Cite

Bas, M., Ortega, M., Ramírez, F., Steenbeek, J., & Coll, M. (2026). A new Western Mediterranean Sea EBSAs proposal based on quantitative information of key criteria. Marine Policy, 188, 107075. https://www.sciencedirect.com/science/article/pii/S0308597X2600045X Cite

Peck, M. A., Coll, M., Lynam, C. P., Szalaj, D., Puntila-Dodd, R., Corrales, X., Ortega, M., Tomczak, M. T., Espasandín, L., & Castro-Cadenas, M. D. (2026). Scenarios of Marine Nature-based Solutions and Sustainable Seafood Harvesting in a Future Climate. Nature-Based Solutions, 100357. https://www.sciencedirect.com/science/article/pii/S2772411526000571 Cite

Noleto-Filho, E. M., Reis-Filho, J. A., Giarrizzo, T., Keenlyside, N., Carvalho, A. R., Coll, M., Steenbeek, J., & Angelini, R. (2026). Foodwebai: Creating and augmenting food webs with natural language models. SoftwareX, 35, 102812. https://www.sciencedirect.com/science/article/pii/S2352711026003043 Cite

Coll, M., Lynam, C., Bas, M., Corrales, X., Ortega-Cerdà, M., Puntila-Dodd, R., Steenbeek, J., Szalaj, D., & Tomczak, M. T. (2025). Effectiveness of combined management interventions in European Seas to face cumulative impact of multiple human activities and climate change trajectories. Copernicus Meetings. https://meetingorganizer.copernicus.org/OOS2025/OOS2025-1480.html Cite

Daskalov, G. M., de la Puente, S., Scotti, M., Klayn, S., Briguglio, M., Coro, G., Gal, G., Heymans, J. J., Rodriguez-Perez, A., & Steenbeek, J. G. (2025). Managing fisheries and ecosystems: current good practices and the EcoScope project experience. Frontiers in Marine Science, 12, 1640487. https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2025.1640487/full Cite

Fuster-Alonso, A., Mestre-Tomás, J., Baez, J. C., Pennino, M. G., Barber, X., Bellido, J. M., Conesa, D., López-Quílez, A., Steenbeek, J., & Christensen, V. (2025). Machine learning applied to global scale species distribution models. Scientific Reports, 15(1), 37534. https://www.nature.com/articles/s41598-025-20797-x Cite

Boot, A. A., Steenbeek, J., Coll, M., von der Heydt, A. S., & Dijkstra, H. A. (2025). Global Marine Ecosystem Response to a Strong AMOC Weakening Under Low and High Future Emission Scenarios. Earth’s Future, 13(1), e2024EF004741. https://doi.org/10.1029/2024EF004741 Cite

Eddy, T. D., Heneghan, R. F., Bryndum-Buchholz, A., Fulton, E. A., Harrison, C. S., Tittensor, D. P., Lotze, H. K., Ortega-Cisneros, K., Novaglio, C., Bianchi, D., Büchner, M., Bulman, C., Cheung, W. W. L., Christensen, V., Coll, M., Everett, J. D., Fierro-Arcos, D., Galbraith, E. D., Gascuel, D., … Blanchard, J. L. (2025). Global and Regional Marine Ecosystem Models Reveal Key Uncertainties in Climate Change Projections. Earth’s Future, 13(3), e2024EF005537. https://doi.org/10.1029/2024EF005537 Cite

Murphy, K., Fierro-Arcos, D., Rohr, T., Green, D., Novaglio, C., Baker, K., Ortega-Cisneros, K., Eddy, T. D., Harrison, C. S., Hill, S. L., Eskuche-Keith, P., Cataldo-Mendez, C., Petrik, C. M., Pinkerton, M., Spence, P., Stollberg, I., Subramaniam, R. C., Trebilco, R., Tulloch, V., … Blanchard, J. (2025). Developing a Southern Ocean Marine Ecosystem Model Ensemble to Assess Climate Risks and Uncertainties. Earth’s Future, 13(3), e2024EF004849. https://doi.org/10.1029/2024EF004849 Cite

Steenbeek, J., Christensen, V., Fulton, E. A., & Espino Infantes, M. (2024). Ecosystem modelling for the ocean decade - facing the challenge [Universitat Politècnica de Catalunya]. https://doi.org/10.5821/dissertation-2117-417801 Cite

Boot, A. A., Steenbeek, J. G., Coll, M., Heydt, A. S. V. D., & Dijkstra, H. A. (2024). Global marine ecosystem response to a strong AMOC weakening under low and high future emission scenarios. https://doi.org/10.22541/essoar.171319366.64840276/v1 Cite

Steenbeek, J., Ortega, P., Bernardello, R., Christensen, V., Coll, M., Exarchou, E., Fuster‐Alonso, A., Heneghan, R., Julià Melis, L., Pennino, M. G., Rivas, D., & Keenlyside, N. (2024). Making Ecosystem Modeling Operational–A Novel Distributed Execution Framework to Systematically Explore Ecological Responses to Divergent Climate Trajectories. Earth’s Future, 12(3), e2023EF004295. https://doi.org/10.1029/2023EF004295 Cite

Blanchard, J. L., Novaglio, C., Maury, O., Harrison, C. S., Petrik, C. M., Fierro‐Arcos, D., Ortega‐Cisneros, K., Bryndum‐Buchholz, A., Eddy, T. D., Heneghan, R., Roberts, K., Schewe, J., Bianchi, D., Guiet, J., Daniel Van Denderen, P., Palacios‐Abrantes, J., Liu, X., Stock, C. A., Rousseau, Y., … Tittensor, D. P. (2024). Detecting, Attributing, and Projecting Global Marine Ecosystem and Fisheries Change: FishMIP 2.0. Earth’s Future, 12(12), e2023EF004402. https://doi.org/10.1029/2023EF004402 Cite

Angelini, R., Lima, M. A. L., Lira, A. S., Lucena-Frédou, F., Frédou, T., Bertrand, A., Giarrizzo, T., Steenbeek, J., Coll, M., & Keppeler, F. W. (2024). The projected impacts of climate change and fishing pressure on a tropical marine food web. Marine Environmental Research, 106909. https://www.sciencedirect.com/science/article/pii/S0141113624005701 Cite

Fuster-Alonso, A., Mestre-Tomás, J., Baez, J. C., Pennino, M. G., Barber, X., Bellido, J. M., Conesa, D., López-Quílez, A., Steenbeek, J., & Christensen, V. (2024). Machine learning applied to global scale species distribution models (SDMs). https://assets-eu.researchsquare.com/files/rs-4411399/v1_covered_6229deb6-c667-4fa5-bd71-2c153bd22822.pdf Cite

Rynne, N., Novaglio, C., Blanchard, J. L., Bianchi, D., Christensen, V., Coll, M., Guiet, J., Steenbeek, J. G., Bryndum-Buchholz, A., & Eddy, T. (2024). A skill assessment framework for the fisheries and marine ecosystem model intercomparison project. Authorea Preprints. https://essopenarchive.org/doi/full/10.22541/essoar.171580191.17895127 Cite

Mutsert, K. de, Coll, M., Steenbeek, J., Ainsworth, C., Buszowski, J., Chagaris, D., Christensen, V., Heymans, S. J., Lewis, K. A., & Libralato, S. (2024). Advances in spatial-temporal coastal and marine ecosystem modeling using Ecospace. https://digital.csic.es/handle/10261/329496 Cite

Ortega-Cisneros, K., Arcos, L. D. F., Novaglio, C., Woodworth-Jefcoats, P., Eddy, T., Coll, M., Fulton, B., Oliveros-Ramos, R., Reum, J. C., & Shin, Y.-J. (2024). An Integrated Global-to-Regional Scale Workflow for Simulating Climate Change Impacts on Marine Ecosystems. Authorea Preprints. https://essopenarchive.org/doi/full/10.22541/essoar.171587234.44707846 Cite

Villasante, S., Murillas, A., Pita, P., Tubío, A., Pascual-Fernández, J. J., Arangao, G., Moranta, J., Coll, M., Ospina-Alvarez, A., & de Juan, S. (2024). Impacts of the COVID-19 pandemic on the Spanish seafood sector. Marine Policy, 169, 106293. https://www.sciencedirect.com/science/article/pii/S0308597X24002914 Cite

Coll, M., Bellido, J. M., Pennino, M. G., Albo-Puigserver, M., Báez, J. C., Christensen, V., Corrales, X., Fernández-Corredor, E., Giménez, J., Julià, L., Lloret-Lloret, E., Macias, D., Ouled-Cheikh, J., Ramirez, F., Sbragaglia, V., & Steenbeek, J. (2024). Retrospective analysis of the pelagic ecosystem of the Western Mediterranean Sea: drivers, changes and effects. Science of The Total Environment, 907, 167790. https://doi.org/10.1016/j.scitotenv.2023.167790 Cite

Eddy, T. D., Heneghan, R. F., Bryndum-Buchholz, A., Fulton, B., Harrison, C. S., Tittensor, D. P., Lotze, H. K., Ortega-Cisneros, K., Novaglio, C., & Bianchi, D. (2024). Global and regional marine ecosystem model climate change projections reveal key uncertainties. https://hal.science/hal-04811335/ Cite

Ruzicka, J., Chiaverano, L., Coll, M., Garrido, S., Tam, J., Murase, H., Robinson, K., Romagnoni, G., Shannon, L., & Silva, A. (2024). The role of small pelagic fish in diverse ecosystems: knowledge gleaned from food-web models. Marine Ecology Progress Series. https://www.int-res.com/abstracts/meps/SPF2/p_av9/ Cite

Fernández-Corredor, E., Ouled-Cheikh, J., Navarro, J., & Coll, M. (2023). An overview of the ecological roles of Mediterranean chondrichthyans through extinction scenarios. Reviews in Fish Biology and Fisheries. https://doi.org/10.1007/s11160-023-09822-2 Cite

Steenbeek, J. (2023). MEM-Multi-Run-Framework (Version initial_version) [Software]. Zenodo. https://doi.org/10.5281/zenodo.10200704 Cite

Steenbeek, J. (2023). Making ecosystem modelling operational - selected EcoOcean output [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.24615096.v1 Cite

Rodriguez-Perez, A., Tsikliras, A. C., Gal, G., Steenbeek, J., Falk-Andersson, J., & Heymans, J. J. (2023). Using ecosystem models to inform ecosystem-based fisheries management in Europe: a review of the policy landscape and related stakeholder needs. Frontiers in Marine Science, 10, 1196329. https://doi.org/10.3389/fmars.2023.1196329 Cite

Gordó-Vilaseca, C., Stephenson, F., Coll, M., Lavin, C., & Costello, M. J. (2023). Three decades of increasing fish biodiversity across the northeast Atlantic and the Arctic Ocean. Proceedings of the National Academy of Sciences, 120(4), e2120869120. https://doi.org/10.1073/pnas.2120869120 Cite

de Mutsert, K., Coll, M., Steenbeek, J., Ainsworth, C., Buszowski, J., Chagaris, D., Christensen, V., Heymans, S. J. J., Lewis, K. A., Libralato, S., Oldford, G., Piroddi, C., Romagnoni, G., Serpetti, N., Spence, M. A., & Walters, C. (2023). Advances in spatial‐temporal coastal and marine ecosystem modeling using Ecospace. In Reference Module in Earth Systems and Environmental Sciences. Elsevier. https://doi.org/10.1016/B978-0-323-90798-9.00035-4 Cite

Bryndum-Buchholz, A., Blanchard, J. L., Coll, M., Pontavice, H. D., Everett, J. D., Guiet, J., Heneghan, R. F., Maury, O., Novaglio, C., Palacios-Abrantes, J., Petrik, C. M., Tittensor, D. P., & Lotze, H. K. (2023). Applying ensemble ecosystem model projections to future-proof marine conservation planning in the Northwest Atlantic Ocean. FACETS, 8, 1–16. https://doi.org/10.1139/facets-2023-0024 Cite

Smith, M., Chagaris, D., Paperno, R., & Markwith, S. (2023). Tropical estuarine ecosystem change under the interacting influences of future climate and ecosystem restoration. Global Change Biology, 29(20), 5850–5865. https://doi.org/10.1111/gcb.16868 Cite

Pennino, M. G., Rehren, J., Tifoura, A., Lojo, D., & Coll, M. (2023). New approaches to old problems: how to introduce ecosystem information into modern fisheries management advice. Hydrobiologia, 850(6), 1251–1260. https://idp.springer.com/authorize/casa?redirect_uri=https://link.springer.com/article/10.1007/s10750-022-05083-5&casa_token=axFJOVhw0rYAAAAA:DLO-0J_UazJWN0S34lzmQAan3F6EPqN_5x5A7mRtMVuGLWNWiSqyg-NZQB94XqgYk0tWyQOFACgmHgAXSg Cite

Püts, M., Kempf, A., Möllmann, C., & Taylor, M. (2023). Trade-offs between fisheries, offshore wind farms and marine protected areas in the southern north Sea–winners, losers and effective spatial management. Marine Policy, 152, 105574. https://www.sciencedirect.com/science/article/pii/S0308597X2300101X Cite

Gordó-Vilaseca, C., Pecuchet, L., Coll, M., Reiss, H., Jüterbock, A., & Costello, M. J. (2023). Over 20% of marine fishes shifting in the North and Barents Seas, but not in the Norwegian Sea. PeerJ, 11, e15801. https://peerj.com/articles/15801/ Cite

Ofir, E., Silver, T., Steenbeek, J. G., Shachar, N., & Gal, G. (2023). Applying the safe operating space (SOS) approach to sustainable commercial fishing under varying lake levels and littoral zone conditions. Fisheries, 48(3), 107–120. https://afspubs.onlinelibrary.wiley.com/doi/abs/10.1002/fsh.10869?casa_token=BUYnZrHCJTYAAAAA:mi_sqgAifUVnDrHb-03n-QuilDPQnAEFYvJmv7nQcR7xhXiCrXUiDyb49HGftr_hFwFetYVEceNcToX7 Cite

Ortega Cerdà, M., Castro Cadenas, M. D., Steenbeek, J., & Coll, M. (2023). Identifying and prioritizing demersal fisheries restricted areas based on combined ecological and fisheries criteria: The western Mediterranean. https://digital.csic.es/handle/10261/338917 Cite

Sánchez-Zulueta, P., Valls, M., Guijarro, B., Ángeles Torres, M., Ángeles Zapata, M., Coll, M., Corrales, X., Andonegi, E., Díaz-Valdés, M., & Massutí, E. (2023). Trophic structure and fishing impacts on an oligotrophic ecosystem in the Western Mediterranean: the Balearic Islands. Frontiers in Marine Science. https://digital.csic.es/handle/10261/334988 Cite

Bahurel, P., Brönner, U., Buttigieg, P.-L., Chai, F., Chassignet, E., Devey, C., Fanjul, E. A., Hill, K., Yong Kim, S., & Kollert, J. (2023). DITTO Programme Whitepaper. https://aquadocs.org/handle/1834/42966 Cite

Petza, D., Anastopoulos, P., Kalogirou, S., Coll, M., Garcia, S., Kaiser, M., Koukourouvli, N., Lourdi, I., Rice, J., & Sciberras, M. (2023). Contribution of area-based fisheries management measures to fisheries sustainability and marine conservation: a global scoping review. Reviews in Fish Biology and Fisheries, 1–25. https://link.springer.com/article/10.1007/s11160-023-09780-9 Cite

Cousido, M., González-Carballo, M., Pennino, M. G., Coll, M., & Báez, J. C. (2023). Differential effect of fisheries to the COVID-19 pandemic in the region of Andalusia (Spain). https://digital.csic.es/handle/10261/295900 Cite

Guibourd de Luzinais, V., Du Pontavice, H., Reygondeau, G., Barrier, N., Blanchard, J. L., Bornarel, V., Büchner, M., Cheung, W. W., Eddy, T. D., & Everett, J. D. (2023). Trophic amplification: A model intercomparison of climate driven changes in marine food webs. PloS One, 18(8), e0287570. https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0287570 Cite

Ofir, E., Corrales, X., Coll, M., jacomina Heymans, J., Goren, M., Steenbeek, J., Amitai, Y., Shachar, N., & Gal, G. (2023). Evaluation of fisheries management policies in the alien species-rich Eastern Mediterranean under climate change. Frontiers in Marine Science, 10, 1155480. https://pure.uhi.ac.uk/en/publications/evaluation-of-fisheries-management-policies-in-the-alien-species- Cite

Vilas, D., Buszowski, J., Sagarese, S., Steenbeek, J., Siders, Z., & Chagaris, D. (2023). Evaluating red tide effects on the West Florida Shelf using a spatiotemporal ecosystem modeling framework. Scientific Reports, 13(1), 2541. https://www.nature.com/articles/s41598-023-29327-z Cite

Stock, A., Murray, C. C., Gregr, E. J., Steenbeek, J., Woodburn, E., Micheli, F., Christensen, V., & Chan, K. M. A. (2023). Exploring multiple stressor effects with Ecopath, Ecosim, and Ecospace: Research designs, modeling techniques, and future directions. https://doi.org/10.1016/j.scitotenv.2023.161719 Cite

Shaffer, M., Marriott, S., Lewis, K. A., Buszowski, J., & de Mutsert, K. (2023). Action science in practice: Co-production of a decision support tool visualizing effects of nutrient and hypoxia reduction goals on fisheries species. Marine and Coastal Fisheries, 15(6), e10262. https://doi.org/10.1002/mcf2.10262 Cite

Contact

Photo credits