{"id":"https://openalex.org/W7225613577","doi":"https://doi.org/10.1145/3842499","title":"Interactive Control of Large-Scale Ecosystem Simulation","display_name":"Interactive Control of Large-Scale Ecosystem Simulation","publication_year":2026,"publication_date":"2026-11-09","ids":{"openalex":"https://openalex.org/W7225613577","doi":"https://doi.org/10.1145/3842499"},"language":"en","primary_location":{"id":"doi:10.1145/3842499","doi":"https://doi.org/10.1145/3842499","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3842499","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-a","cwts-core","dongbi-a","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","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://doi.org/10.1145/3842499","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161361793","display_name":"Celian Louis-Itty","orcid":"https://orcid.org/0009-0000-1372-9974","observed_orcids":["https://orcid.org/0009-0000-1372-9974"]},"institutions":[{"id":"https://openalex.org/I4210155607","display_name":"Laboratoire d'Informatique en Images et Syst\u00e8mes d'Information","ror":"https://ror.org/04dv4he91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I4210155607","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Celian Louis-Itty","raw_affiliation_strings":["INSA, Lyon, Villeurbanne, France","LIRIS, Villeurbanne, France"],"raw_orcid":"https://orcid.org/0009-0000-1372-9974","affiliations":[{"raw_affiliation_string":"INSA, Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"LIRIS, Villeurbanne, France","institution_ids":["https://openalex.org/I4210155607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031003688","display_name":"Adrien Peytavie","orcid":"https://orcid.org/0000-0002-6994-9164","observed_orcids":["https://orcid.org/0000-0002-6994-9164"]},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210155607","display_name":"Laboratoire d'Informatique en Images et Syst\u00e8mes d'Information","ror":"https://ror.org/04dv4he91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I4210155607","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Adrien Peytavie","raw_affiliation_strings":["LIRIS, Villeurbanne, France","Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France"],"raw_orcid":"https://orcid.org/0000-0002-6994-9164","affiliations":[{"raw_affiliation_string":"LIRIS, Villeurbanne, France","institution_ids":["https://openalex.org/I4210155607"]},{"raw_affiliation_string":"Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075845136","display_name":"\u00c9ric Gu\u00e9rin","orcid":"https://orcid.org/0000-0002-2189-2728","observed_orcids":["https://orcid.org/0000-0002-2189-2728","https://orcid.org/0000-0003-1388-2834"]},"institutions":[{"id":"https://openalex.org/I4210155607","display_name":"Laboratoire d'Informatique en Images et Syst\u00e8mes d'Information","ror":"https://ror.org/04dv4he91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I4210155607","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Gu\u00e9rin","raw_affiliation_strings":["INSA, Lyon, Villeurbanne, France","LIRIS, Villeurbanne, France"],"raw_orcid":"https://orcid.org/0000-0002-2189-2728","affiliations":[{"raw_affiliation_string":"INSA, Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"LIRIS, Villeurbanne, France","institution_ids":["https://openalex.org/I4210155607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075176191","display_name":"James Edward Gain","orcid":"https://orcid.org/0000-0002-1699-9619","observed_orcids":["https://orcid.org/0000-0002-1699-9619"]},"institutions":[{"id":"https://openalex.org/I157614274","display_name":"University of Cape Town","ror":"https://ror.org/03p74gp79","country_code":"ZA","type":"education","lineage":["https://openalex.org/I157614274"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"James Gain","raw_affiliation_strings":["University of Cape Town, Rondebosch, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-1699-9619","affiliations":[{"raw_affiliation_string":"University of Cape Town, Rondebosch, South Africa","institution_ids":["https://openalex.org/I157614274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063988819","display_name":"Oscar Argudo","orcid":"https://orcid.org/0000-0003-3943-1839","observed_orcids":["https://orcid.org/0000-0003-3943-1839"]},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Argudo Medrano","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3943-1839","affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya (UPC), Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063554682","display_name":"\u00c9ric Galin","orcid":"https://orcid.org/0000-0002-5946-4112","observed_orcids":["https://orcid.org/0000-0002-5946-4112"]},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210155607","display_name":"Laboratoire d'Informatique en Images et Syst\u00e8mes d'Information","ror":"https://ror.org/04dv4he91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I4210155607","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Galin","raw_affiliation_strings":["LIRIS, Villeurbanne, France","Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France"],"raw_orcid":"https://orcid.org/0000-0002-5946-4112","affiliations":[{"raw_affiliation_string":"LIRIS, Villeurbanne, France","institution_ids":["https://openalex.org/I4210155607"]},{"raw_affiliation_string":"Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"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":"45","issue":"6","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.014600000344216824,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T14270","display_name":"Simulation and Modeling Applications","score":0.002099999925121665,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/virtual-ecosystems","display_name":"virtual ecosystems","score":0.5559999942779541},{"id":"https://openalex.org/keywords/parallel-simulation","display_name":"parallel simulation","score":0.7429999709129333},{"id":"https://openalex.org/keywords/gpu-acceleration","display_name":"GPU acceleration","score":0.6470000147819519},{"id":"https://openalex.org/keywords/large-scale-simulation","display_name":"large-scale simulation","score":0.5019999742507935},{"id":"https://openalex.org/keywords/virtual-worlds","display_name":"virtual worlds","score":0.5899999737739563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7771000266075134},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6909000277519226},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5507000088691711},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.5098000168800354},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4925000071525574},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.4616999924182892},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4318000078201294},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.40470001101493835},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.40389999747276306},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.39800000190734863},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.39089998602867126},{"id":"https://openalex.org/C2986148714","wikidata":"https://www.wikidata.org/wiki/Q7300799","display_name":"Interactive simulation","level":2,"score":0.37630000710487366},{"id":"https://openalex.org/C64107356","wikidata":"https://www.wikidata.org/wiki/Q295046","display_name":"Ecosystem model","level":3,"score":0.35679998993873596},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.32899999618530273},{"id":"https://openalex.org/C53332860","wikidata":"https://www.wikidata.org/wiki/Q2632041","display_name":"Metaverse","level":3,"score":0.31850001215934753},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.31380000710487366},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2937999963760376},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.2863999903202057},{"id":"https://openalex.org/C200585589","wikidata":"https://www.wikidata.org/wiki/Q752176","display_name":"Texture mapping","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C41365986","wikidata":"https://www.wikidata.org/wiki/Q104153293","display_name":"Level of detail","level":2,"score":0.26010000705718994}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3842499","doi":"https://doi.org/10.1145/3842499","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3842499","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-a","cwts-core","dongbi-a","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3842499","doi":"https://doi.org/10.1145/3842499","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3842499","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-a","cwts-core","dongbi-a","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life on land","score":0.8518999814987183,"id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W299350072","https://openalex.org/W2031799355","https://openalex.org/W2034205349","https://openalex.org/W2055109462","https://openalex.org/W2072550405","https://openalex.org/W2090281186","https://openalex.org/W2094680844","https://openalex.org/W2095646001","https://openalex.org/W2103053104","https://openalex.org/W2125384249","https://openalex.org/W2132576438","https://openalex.org/W2238680046","https://openalex.org/W2623697286","https://openalex.org/W2769265803","https://openalex.org/W2901873806","https://openalex.org/W2953050769","https://openalex.org/W2957790523","https://openalex.org/W3045672423","https://openalex.org/W3048419346","https://openalex.org/W3107669227","https://openalex.org/W3165740030","https://openalex.org/W3181663264","https://openalex.org/W4240606542","https://openalex.org/W4286611174","https://openalex.org/W4391136343","https://openalex.org/W4400819714","https://openalex.org/W4404525566","https://openalex.org/W4409463155"],"related_works":["https://openalex.org/W2128723197","https://openalex.org/W1577608396","https://openalex.org/W2619761901","https://openalex.org/W2957790523","https://openalex.org/W3107669227","https://openalex.org/W2158272270","https://openalex.org/W7098910834","https://openalex.org/W2899429192","https://openalex.org/W1515556441","https://openalex.org/W1503430323"],"abstract_inverted_index":{"Plant":[0],"ecosystems":[1,205],"are":[2,75,92],"an":[3],"essential":[4],"element":[5],"in":[6,222],"bringing":[7],"virtual":[8,22,176],"worlds":[9],"to":[10,20,25,35,104,184],"life.":[11],"However,":[12],"current":[13],"modeling":[14,69,83],"methods":[15],"do":[16],"not":[17],"scale":[18,181],"well":[19],"large":[21],"environments":[23],"due":[24],"the":[26,29,50,67,81,145,158,163,169],"complexity":[27],"of":[28,53,70,84,120,136,165,175,182],"interactions":[30,74],"between":[31,66],"individual":[32,68],"trees":[33,86,193],"required":[34],"accurately":[36],"model":[37,101],"realistic":[38],"plant":[39],"distributions.":[40],"The":[41],"resulting":[42],"lengthy":[43],"run-times":[44],"also":[45,131],"hamper":[46],"authoring.":[47],"To":[48],"address":[49],"twin":[51],"demands":[52],"scalability":[54],"and":[55,80,89,106,126,140,160,190],"interactive":[56,137,173],"authoring,":[57],"we":[58],"introduce":[59],"a":[60,95,133,148,179],"hybrid":[61],"grid-based":[62],"simulation":[63,100,115,146],"that":[64],"distinguishes":[65],"mature":[71],"trees,":[72],"whose":[73],"encoded":[76,93],"with":[77,214],"convolution-like":[78],"operations,":[79],"aggregate":[82],"small":[85],"(encompassing":[87],"saplings":[88],"bushes),":[90],"which":[91],"using":[94],"per-cell":[96],"mean-tree":[97],"representation.":[98],"Our":[99],"is":[102],"well-suited":[103],"parallelization":[105],"operates":[107],"efficiently":[108],"on":[109,157],"graphics":[110],"hardware,":[111],"outperforming":[112],"existing":[113],"ecosystem":[114],"approaches":[116],"by":[117],"three":[118],"orders":[119],"magnitude":[121],"without":[122],"sacrificing":[123],"ecological":[124,153],"consistency":[125],"fundamental":[127],"emergent":[128],"phenomena.":[129],"It":[130],"enables":[132],"full":[134],"range":[135],"control:":[138],"artists":[139],"designers":[141],"can":[142,218],"directly":[143],"steer":[144],"through":[147],"painting":[149],"interface,":[150],"tune":[151],"global":[152],"or":[154],"climate":[155],"parameters":[156],"fly,":[159],"immediately":[161],"observe":[162],"impact":[164],"their":[166],"choices,":[167],"making":[168],"system":[170],"suitable":[171],"for":[172],"authoring":[174],"ecosystems,":[177],"at":[178],"landscape":[180],"up":[183],"8":[185,187],"\u00d7":[186,210],"km":[188,212],"2":[189,213],"100":[191],"million":[192,216],"(at":[194],"update":[195],"rates":[196],"below":[197],"47":[198],"ms":[199,225],"per":[200,226],"simulated":[201,221,227],"year).":[202],"Much":[203],"larger":[204],"(":[206],"e.g.":[207],",":[208],"24":[209,211],"975":[215],"trees)":[217],"still":[219],"be":[220],"about":[223],"413":[224],"year.":[228]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-10T00:00:00"}