{"id":"https://openalex.org/W7225272839","doi":"https://doi.org/10.3897/ibe.2.210756","title":"MORPH \u2013 Lessons learnt from the development and application of an individual-based model","display_name":"MORPH \u2013 Lessons learnt from the development and application of an individual-based model","publication_year":2026,"publication_date":"2026-11-04","ids":{"openalex":"https://openalex.org/W7225272839","doi":"https://doi.org/10.3897/ibe.2.210756"},"language":"en","primary_location":{"id":"doi:10.3897/ibe.2.210756","doi":"https://doi.org/10.3897/ibe.2.210756","is_oa":true,"landing_page_url":"https://doi.org/10.3897/ibe.2.210756","pdf_url":"https://ibe.pensoft.net/article/210756/download/pdf/","source":{"id":"https://openalex.org/S5407045910","display_name":"Individual-based Ecology","issn_l":"3033-0947","issn":["3033-0947"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Individual-based Ecology","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://ibe.pensoft.net/article/210756/download/pdf/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079897298","display_name":"Richard A. Stillman","orcid":"https://orcid.org/0000-0003-2592-4421","observed_orcids":["https://orcid.org/0000-0003-2592-4421"]},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Richard A. Stillman","raw_affiliation_strings":["Bournemouth University, Poole, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bournemouth University, Poole, United Kingdom","institution_ids":["https://openalex.org/I9300472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079897298"],"corresponding_institution_ids":["https://openalex.org/I9300472"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.81605901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10089","display_name":"Avian ecology and behavior","score":0.5321999788284302,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10089","display_name":"Avian ecology and behavior","score":0.5321999788284302,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10199","display_name":"Wildlife Ecology and Conservation","score":0.19470000267028809,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T11913","display_name":"Animal Ecology and Behavior Studies","score":0.13429999351501465,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/agent-based-modeling","display_name":"agent-based modeling","score":0.9240000247955322},{"id":"https://openalex.org/keywords/model-flexibility","display_name":"model flexibility","score":0.6840000152587891},{"id":"https://openalex.org/keywords/model-calibration","display_name":"model calibration","score":0.4390000104904175},{"id":"https://openalex.org/keywords/parameter-sensitivity","display_name":"parameter sensitivity","score":0.6230000257492065},{"id":"https://openalex.org/keywords/inter-individual-variability","display_name":"interindividual variability","score":0.7369999885559082},{"id":"https://openalex.org/keywords/model-validation","display_name":"model validation","score":0.49300000071525574},{"id":"https://openalex.org/keywords/environmental-management","display_name":"environmental management","score":0.6710000038146973},{"id":"https://openalex.org/keywords/habitat-loss","display_name":"habitat loss","score":0.7580000162124634},{"id":"https://openalex.org/keywords/climate-change-impacts","display_name":"climate change impacts","score":0.6809999942779541},{"id":"https://openalex.org/keywords/aquaculture-impacts","display_name":"aquaculture impacts","score":0.902999997138977},{"id":"https://openalex.org/keywords/bird-populations","display_name":"bird populations","score":0.5329999923706055},{"id":"https://openalex.org/keywords/fish-populations","display_name":"fish populations","score":0.8880000114440918},{"id":"https://openalex.org/keywords/model-communication","display_name":"model communication","score":0.6179999709129333}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.733299970626831},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.6464999914169312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5386000275611877},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4779999852180481},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4219000041484833},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.41359999775886536},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.34779998660087585},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.34150001406669617},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.33880001306533813},{"id":"https://openalex.org/C172606299","wikidata":"https://www.wikidata.org/wiki/Q7551073","display_name":"Social ecological model","level":2,"score":0.3215999901294708},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.30469998717308044},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.2971999943256378},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.2962999939918518},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.29429998993873596},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.288100004196167},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.25760000944137573}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3897/ibe.2.210756","doi":"https://doi.org/10.3897/ibe.2.210756","is_oa":true,"landing_page_url":"https://doi.org/10.3897/ibe.2.210756","pdf_url":"https://ibe.pensoft.net/article/210756/download/pdf/","source":{"id":"https://openalex.org/S5407045910","display_name":"Individual-based Ecology","issn_l":"3033-0947","issn":["3033-0947"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Individual-based Ecology","raw_type":"journal-article"},{"id":"pmh:10.3897/ibe.2.210756","doi":null,"is_oa":true,"landing_page_url":"https://ibe.pensoft.net/article/210756/","pdf_url":null,"source":{"id":"https://openalex.org/S199213172","display_name":"ZooKeys","issn_l":"1313-2970","issn":["1313-2970","1313-2989"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","norway-1","oarl","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310321056","host_organization_name":"Pensoft Publishers","host_organization_lineage":["https://openalex.org/P4310321056"],"host_organization_lineage_names":["Pensoft Publishers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Individual-based Ecology 2: e210756","raw_type":"Forum Paper"}],"best_oa_location":{"id":"doi:10.3897/ibe.2.210756","doi":"https://doi.org/10.3897/ibe.2.210756","is_oa":true,"landing_page_url":"https://doi.org/10.3897/ibe.2.210756","pdf_url":"https://ibe.pensoft.net/article/210756/download/pdf/","source":{"id":"https://openalex.org/S5407045910","display_name":"Individual-based Ecology","issn_l":"3033-0947","issn":["3033-0947"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Individual-based Ecology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225272839.pdf","grobid_xml":"https://content.openalex.org/works/W7225272839.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W215018482","https://openalex.org/W596688237","https://openalex.org/W1483113211","https://openalex.org/W1605431428","https://openalex.org/W1966248062","https://openalex.org/W1966946722","https://openalex.org/W1987586583","https://openalex.org/W2000448620","https://openalex.org/W2004930057","https://openalex.org/W2006012747","https://openalex.org/W2007692303","https://openalex.org/W2009896430","https://openalex.org/W2036855697","https://openalex.org/W2062276014","https://openalex.org/W2070133523","https://openalex.org/W2071499935","https://openalex.org/W2080446766","https://openalex.org/W2080577682","https://openalex.org/W2102198011","https://openalex.org/W2104620912","https://openalex.org/W2108388244","https://openalex.org/W2112848049","https://openalex.org/W2120807969","https://openalex.org/W2121360117","https://openalex.org/W2145408484","https://openalex.org/W2324037622","https://openalex.org/W2497516988","https://openalex.org/W2503625526","https://openalex.org/W2755309647","https://openalex.org/W3014128467","https://openalex.org/W3014540006","https://openalex.org/W3113173802","https://openalex.org/W3133936656","https://openalex.org/W4226250841","https://openalex.org/W4376155638","https://openalex.org/W4400153905","https://openalex.org/W4404149324","https://openalex.org/W4409854659","https://openalex.org/W7130524492"],"related_works":["https://openalex.org/W2009896430","https://openalex.org/W2109663596","https://openalex.org/W1569421904","https://openalex.org/W13110866","https://openalex.org/W2525068915","https://openalex.org/W4243380985","https://openalex.org/W1777379667","https://openalex.org/W6884984789","https://openalex.org/W7029030570","https://openalex.org/W2004930057"],"abstract_inverted_index":{"This":[0,76],"paper":[1],"summarises":[2],"some":[3,326],"of":[4,17,25,37,39,111,178,205,238,271,278,280,283,290,318,327],"the":[5,13,18,26,32,44,80,107,139,152,163,179,203,206,236,245,269,272,276,288,316],"lessons":[6,128,329],"learnt":[7,129],"over":[8],"approximately":[9],"25":[10],"years":[11],"from":[12,118,165],"development":[14],"and":[15,35,48,97,124,138,145,191,292,313,335],"application":[16,230],"individual-based":[19,342],"model,":[20,81],"MORPH.":[21],"The":[22,52,126],"overall":[23],"purpose":[24],"model":[27,53,136,157,164,180,207,214,229,248,263,320],"is":[28,158,323],"to":[29,69,87,90,101,141,161,182,212,227,231,243,253,267,308,333],"predict":[30],"how":[31],"survival,":[33],"condition,":[34],"behaviour":[36],"populations":[38],"animals":[40,110,190],"are":[41,147,256],"influenced":[42],"by":[43,105],"food":[45],"resources":[46],"available":[47],"other":[49],"environmental":[50,103,112,143],"factors.":[51],"was":[54,67],"originally":[55],"developed":[56,160],"for":[57,154,218,247,298,338],"a":[58,63,156,284,294],"single":[59,64],"bird":[60,92],"species":[61,93,100],"at":[62],"site":[65],"but":[66],"designed":[68],"be":[70,88,331,336],"very":[71],"flexible,":[72],"hence":[73],"its":[74,83],"name.":[75],"flexibility":[77,137],"has":[78],"allowed":[79],"with":[82,134,240],"code":[84,181],"largely":[85],"unchanged,":[86],"applied":[89],"30":[91],"across":[94,225,305],"55":[95],"sites":[96],"three":[98],"fish":[99],"inform":[102,142],"decision-making":[104,193],"predicting":[106],"effects":[108],"on":[109],"change,":[113,122],"including":[114],"habitat":[115],"loss,":[116],"disturbance":[117],"human":[119],"activities,":[120],"climate":[121],"aquaculture,":[123],"shellfishing.":[125],"key":[127],"during":[130],"this":[131],"process,":[132],"associated":[133],"maintaining":[135],"ability":[140],"management":[144],"policy,":[146],"to:":[148],"(i)":[149],"think":[150],"beyond":[151],"system":[153],"which":[155,254],"being":[159],"prevent":[162],"becoming":[166],"too":[167],"system-specific;":[168],"(ii)":[169],"keep":[170,202],"as":[171,175,208,210,261,265],"much":[172],"system-specific":[173],"detail":[174],"possible":[176,211,266],"out":[177],"maintain":[183],"flexibility;":[184],"(iii)":[185],"incorporate":[186],"individual":[187],"variation":[188],"between":[189],"animal":[192],"rules":[194],"that":[195,223,303,325],"mimic":[196],"those":[197,339],"in":[198,221,301],"real":[199],"animals;":[200],"(iv)":[201],"scope":[204],"simple":[209],"minimise":[213,235],"complexity;":[215],"(v)":[216],"search":[217,297],"general":[219,299,311],"patterns":[220,300],"parameters":[222,239,252],"apply":[224,304],"systems":[226,307],"simplify":[228,287,315],"new":[232],"systems;":[233],"(vi)":[234],"number":[237],"unknown":[241],"values":[242],"reduce":[244],"need":[246],"calibration;":[249],"(vii)":[250],"identify":[251],"predictions":[255,264,279,302],"most":[257],"sensitive;":[258],"(viii)":[259],"test":[260],"many":[262],"assess":[268],"accuracy":[270,277],"model;":[273,285,295],"(ix)":[274],"compare":[275],"alternative":[281],"versions":[282],"(x)":[286],"process":[289,317],"running":[291],"interpreting":[293],"(xi)":[296],"modelled":[306],"derive":[309],"more":[310],"insights;":[312],"(xii)":[314],"communicating":[319],"predictions.":[321],"It":[322],"hoped":[324],"these":[328],"will":[330],"familiar":[332],"others":[334],"useful":[337],"developing":[340],"future":[341],"models.":[343]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-11-05T00:00:00"}
