{"id":"https://openalex.org/W7225467473","doi":"https://doi.org/10.1016/j.ecolmodel.2026.111885","title":"Transforming a complex ecosystem model to a MICE and optimizing between complexity and performance","display_name":"Transforming a complex ecosystem model to a MICE and optimizing between complexity and performance","publication_year":2026,"publication_date":"2026-11-07","ids":{"openalex":"https://openalex.org/W7225467473","doi":"https://doi.org/10.1016/j.ecolmodel.2026.111885"},"language":"en","primary_location":{"id":"doi:10.1016/j.ecolmodel.2026.111885","doi":"https://doi.org/10.1016/j.ecolmodel.2026.111885","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecolmodel.2026.111885","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0304380026004126/pdf","source":{"id":"https://openalex.org/S88315673","display_name":"Ecological Modelling","issn_l":"0304-3800","issn":["0304-3800","1872-7026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Modelling","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.sciencedirect.com/science/article/pii/S0304380026004126/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093775580","display_name":"Kostantina Michailidou","orcid":"https://orcid.org/0009-0001-4308-4588","observed_orcids":["https://orcid.org/0009-0001-4308-4588"]},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Kostantina Michailidou","raw_affiliation_strings":["Laboratory of Ichthyology, Department of Zoology, School of Biology, Aristotle University of Thessaloniki, Thessaloniki, Greece","MarinOmics Research Group, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0009-0001-4308-4588","affiliations":[{"raw_affiliation_string":"Laboratory of Ichthyology, Department of Zoology, School of Biology, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"MarinOmics Research Group, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060116254","display_name":"Ioannis Keramidas","orcid":"https://orcid.org/0000-0002-6845-2084","observed_orcids":["https://orcid.org/0000-0002-6845-2084","https://orcid.org/0000-0002-0077-0123"]},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]},{"id":"https://openalex.org/I4210154993","display_name":"Israel Oceanographic and Limnological Research","ror":"https://ror.org/05rpsf244","country_code":"IL","type":"facility","lineage":["https://openalex.org/I4210154993"]}],"countries":["GR","IL"],"is_corresponding":false,"raw_author_name":"Ioannis Keramidas","raw_affiliation_strings":["Kinneret Limnological Institute, Israel Oceanographic and Limnological Research (IOLR), Migdal, Israel","MarinOmics Research Group, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0002-6845-2084","affiliations":[{"raw_affiliation_string":"Kinneret Limnological Institute, Israel Oceanographic and Limnological Research (IOLR), Migdal, Israel","institution_ids":["https://openalex.org/I4210154993"]},{"raw_affiliation_string":"MarinOmics Research Group, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064200710","display_name":"Athanassios C. Tsikliras","orcid":"https://orcid.org/0000-0002-9074-3259","observed_orcids":["https://orcid.org/0000-0002-9074-3259"]},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Athanassios C. Tsikliras","raw_affiliation_strings":["Laboratory of Ichthyology, Department of Zoology, School of Biology, Aristotle University of Thessaloniki, Thessaloniki, Greece","MarinOmics Research Group, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":"https://orcid.org/0000-0002-9074-3259","affiliations":[{"raw_affiliation_string":"Laboratory of Ichthyology, Department of Zoology, School of Biology, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"MarinOmics Research Group, Center for Interdisciplinary Research and Innovation, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5093775580"],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":{"value":2810,"currency":"USD","value_usd":2810},"apc_paid":{"value":2810,"currency":"USD","value_usd":2810},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"524","issue":null,"first_page":"111885","last_page":"111885"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10230","display_name":"Marine and fisheries research","score":0.5443999767303467,"subfield":{"id":"https://openalex.org/subfields/1104","display_name":"Aquatic Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10230","display_name":"Marine and fisheries research","score":0.5443999767303467,"subfield":{"id":"https://openalex.org/subfields/1104","display_name":"Aquatic Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12643","display_name":"Sustainability and Ecological Systems Analysis","score":0.4065000116825104,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.01360000018030405,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/marine-ecosystem-modeling","display_name":"marine ecosystem modeling","score":0.6790000200271606},{"id":"https://openalex.org/keywords/ecopath-with-ecosim","display_name":"Ecopath with Ecosim","score":0.7820000052452087},{"id":"https://openalex.org/keywords/model-complexity","display_name":"model complexity","score":0.8849999904632568},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.7699999809265137},{"id":"https://openalex.org/keywords/aegean-sea","display_name":"Aegean Sea","score":0.7730000019073486},{"id":"https://openalex.org/keywords/performance-complexity-tradeoff","display_name":"performance-complexity tradeoff","score":0.593999981880188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6401000022888184},{"id":"https://openalex.org/C64107356","wikidata":"https://www.wikidata.org/wiki/Q295046","display_name":"Ecosystem model","level":3,"score":0.6363999843597412},{"id":"https://openalex.org/C509619924","wikidata":"https://www.wikidata.org/wiki/Q17130757","display_name":"Structural complexity","level":2,"score":0.6255000233650208},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.5940999984741211},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4844000041484833},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.41370001435279846},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.3912000060081482},{"id":"https://openalex.org/C172606299","wikidata":"https://www.wikidata.org/wiki/Q7551073","display_name":"Social ecological model","level":2,"score":0.38960000872612},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.37709999084472656},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.3441999852657318},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.34040001034736633},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.2906000018119812},{"id":"https://openalex.org/C130094819","wikidata":"https://www.wikidata.org/wiki/Q5333882","display_name":"Ecosystem management","level":3,"score":0.28380000591278076},{"id":"https://openalex.org/C76969082","wikidata":"https://www.wikidata.org/wiki/Q486902","display_name":"Mathematical model","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C151152651","wikidata":"https://www.wikidata.org/wiki/Q3304561","display_name":"Marine ecosystem","level":3,"score":0.26570001244544983},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C49539007","wikidata":"https://www.wikidata.org/wiki/Q7782365","display_name":"Theoretical ecology","level":3,"score":0.26249998807907104},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ecolmodel.2026.111885","doi":"https://doi.org/10.1016/j.ecolmodel.2026.111885","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecolmodel.2026.111885","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0304380026004126/pdf","source":{"id":"https://openalex.org/S88315673","display_name":"Ecological Modelling","issn_l":"0304-3800","issn":["0304-3800","1872-7026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Modelling","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.ecolmodel.2026.111885","doi":"https://doi.org/10.1016/j.ecolmodel.2026.111885","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecolmodel.2026.111885","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0304380026004126/pdf","source":{"id":"https://openalex.org/S88315673","display_name":"Ecological Modelling","issn_l":"0304-3800","issn":["0304-3800","1872-7026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Modelling","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225467473.pdf","grobid_xml":"https://content.openalex.org/works/W7225467473.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1860123043","https://openalex.org/W1967401456","https://openalex.org/W1979531361","https://openalex.org/W1984192729","https://openalex.org/W1990566709","https://openalex.org/W1991560151","https://openalex.org/W1993109946","https://openalex.org/W1995875735","https://openalex.org/W2003770568","https://openalex.org/W2007162393","https://openalex.org/W2007263482","https://openalex.org/W2009739358","https://openalex.org/W2014467368","https://openalex.org/W2016293090","https://openalex.org/W2017148881","https://openalex.org/W2031015101","https://openalex.org/W2050209252","https://openalex.org/W2051203581","https://openalex.org/W2069264226","https://openalex.org/W2084828496","https://openalex.org/W2086165162","https://openalex.org/W2095798345","https://openalex.org/W2115143560","https://openalex.org/W2121910286","https://openalex.org/W2137475410","https://openalex.org/W2168103361","https://openalex.org/W2286380963","https://openalex.org/W2320106750","https://openalex.org/W2564527439","https://openalex.org/W2773804019","https://openalex.org/W2790677691","https://openalex.org/W2915292322","https://openalex.org/W2972852130","https://openalex.org/W3027731045","https://openalex.org/W3084792728","https://openalex.org/W3086892924","https://openalex.org/W3108990744","https://openalex.org/W3128487530","https://openalex.org/W3199367719","https://openalex.org/W4313367057","https://openalex.org/W4317789893","https://openalex.org/W4322488383","https://openalex.org/W4367853618","https://openalex.org/W4387295418","https://openalex.org/W4397004112","https://openalex.org/W4403157550","https://openalex.org/W4412492016","https://openalex.org/W4413122934","https://openalex.org/W4415947171","https://openalex.org/W7124563040","https://openalex.org/W7164507354","https://openalex.org/W7167845288"],"related_works":["https://openalex.org/W2016293090","https://openalex.org/W2320106750","https://openalex.org/W1545623392","https://openalex.org/W1988682485","https://openalex.org/W1991560151","https://openalex.org/W2005498856","https://openalex.org/W2052032539","https://openalex.org/W2293544633","https://openalex.org/W4245296310","https://openalex.org/W4367853618"],"abstract_inverted_index":{"Ecosystem":[0,58],"modelling":[1],"constitutes":[2],"a":[3,26,201],"fundamental":[4],"approach":[5,153,189],"to":[6,28,104,175],"gain":[7],"insights":[8],"into":[9],"the":[10,34,90,116,123,141,169,176,182,185,205,221],"structure,":[11],"function":[12],"and":[13,32,51,72,147,178,214],"dynamic":[14],"processes":[15],"of":[16,54,89,118,129,135,171,181,187],"complex":[17],"marine":[18],"ecosystems.":[19],"In":[20,75],"this":[21,76,112,225],"context,":[22],"species":[23],"aggregation":[24,188,198],"introduces":[25],"way":[27],"reduce":[29],"model":[30,37,40,46,49,88,130,134,192],"complexity":[31,41,146,207],"evaluate":[33],"effects":[35],"on":[36,84],"output.":[38,193],"Increasing":[39],"does":[42],"not":[43],"necessarily":[44],"improve":[45],"performance.":[47],"Regarding":[48],"structure":[50],"complexity,":[52],"Models":[53],"Intermediate":[55],"Complexity":[56],"for":[57,223],"assessments":[59],"(MICE)":[60],"are":[61],"positioned":[62],"between":[63,145],"whole-of-ecosystem":[64],"models,":[65],"such":[66],"as":[67,140],"Ecopath":[68,79],"with":[69,160],"Ecosim":[70],"(EwE),":[71],"single-species":[73],"models.":[74,230],"study,":[77],"different":[78,161],"models":[80],"were":[81,99],"developed,":[82],"based":[83],"an":[85,151],"existing":[86],"EwE":[87],"Aegean":[91],"Sea,":[92],"in":[93,115,121,150,228],"which":[94,154],"their":[95],"functional":[96],"groups":[97],"(FGs)":[98],"gradually":[100],"aggregated":[101],"from":[102],"44":[103],"10.":[105],"A":[106,132],"sensitivity":[107],"analysis":[108],"was":[109,138],"conducted,":[110],"concerning":[111],"stepwise":[113],"reduction":[114],"number":[117],"FGs,":[119],"aiming":[120],"determining":[122],"optimum":[124,206],"level":[125],"or":[126],"\u201csweet":[127,226],"spot\u201d":[128,227],"complexity.":[131],"simplified":[133],"20":[136],"FGs":[137],"identified":[139],"optimal":[142],"balance":[143],"point":[144],"performance,":[148],"resulting":[149],"EwE-MICE":[152],"can":[155,199,208],"be":[156,200,209,218],"later":[157],"investigated":[158],"further":[159,215],"management":[162],"scenarios,":[163],"including":[164],"spatio-temporal":[165],"dynamics.":[166],"Aggregation":[167],"altered":[168],"values":[170],"several":[172],"indicators":[173],"related":[174],"structural":[177],"ecological":[179],"properties":[180],"ecosystem,":[183],"while":[184],"type":[186],"also":[190],"influenced":[191,210],"These":[194],"findings":[195],"confirmed":[196],"that":[197],"powerful":[202],"tool;":[203],"nevertheless,":[204],"by":[211],"research":[212,216],"objectives":[213],"might":[217],"required,":[219],"regarding":[220],"methodology":[222],"identifying":[224],"ecosystem":[229]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-11-08T00:00:00"}