{"id":"https://openalex.org/W2158017042","doi":"https://doi.org/10.1145/1998196.1998210","title":"Exploiting temporal coherence in forest dynamics simulation","display_name":"Exploiting temporal coherence in forest dynamics simulation","publication_year":2011,"publication_date":"2011-06-13","ids":{"openalex":"https://openalex.org/W2158017042","doi":"https://doi.org/10.1145/1998196.1998210","mag":"2158017042"},"language":"en","primary_location":{"id":"doi:10.1145/1998196.1998210","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1998196.1998210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the twenty-seventh annual symposium on Computational geometry","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058649592","display_name":"Pankaj K. Agarwal","orcid":"https://orcid.org/0000-0002-9439-181X"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pankaj K. Agarwal","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070466932","display_name":"Thomas M\u00f8lhave","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas M\u00f8lhave","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080895253","display_name":"Hai Yu","orcid":"https://orcid.org/0000-0002-8024-1781"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hai Yu","raw_affiliation_strings":["Google Inc., New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Inc., New York, NY, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090220956","display_name":"James S. Clark","orcid":"https://orcid.org/0000-0002-5677-9733"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James S. Clark","raw_affiliation_strings":["Duke University, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"86"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9980999827384949,"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/T10555","display_name":"Fire effects on ecosystems","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/computer-science","display_name":"Computer science","score":0.7703784704208374},{"id":"https://openalex.org/keywords/understory","display_name":"Understory","score":0.7027179598808289},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.6642993688583374},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4768275320529938},{"id":"https://openalex.org/keywords/temporal-scales","display_name":"Temporal scales","score":0.4697466492652893},{"id":"https://openalex.org/keywords/biological-dispersal","display_name":"Biological dispersal","score":0.46890202164649963},{"id":"https://openalex.org/keywords/forest-ecology","display_name":"Forest ecology","score":0.4528454542160034},{"id":"https://openalex.org/keywords/forest-dynamics","display_name":"Forest dynamics","score":0.4410221576690674},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.38334572315216064},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.37984511256217957},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.23292317986488342},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08922260999679565},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08440360426902771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7703784704208374},{"id":"https://openalex.org/C139669111","wikidata":"https://www.wikidata.org/wiki/Q422666","display_name":"Understory","level":3,"score":0.7027179598808289},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.6642993688583374},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4768275320529938},{"id":"https://openalex.org/C2777489503","wikidata":"https://www.wikidata.org/wiki/Q7698936","display_name":"Temporal scales","level":2,"score":0.4697466492652893},{"id":"https://openalex.org/C47559259","wikidata":"https://www.wikidata.org/wiki/Q778143","display_name":"Biological dispersal","level":3,"score":0.46890202164649963},{"id":"https://openalex.org/C73935091","wikidata":"https://www.wikidata.org/wiki/Q2249329","display_name":"Forest ecology","level":3,"score":0.4528454542160034},{"id":"https://openalex.org/C2776107028","wikidata":"https://www.wikidata.org/wiki/Q3008355","display_name":"Forest dynamics","level":2,"score":0.4410221576690674},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.38334572315216064},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.37984511256217957},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.23292317986488342},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08922260999679565},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08440360426902771},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1998196.1998210","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1998196.1998210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the twenty-seventh annual symposium on Computational geometry","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.294.8563","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.294.8563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.duke.edu/~pankaj/publications/papers/slip-scg11.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W146900863","https://openalex.org/W633916094","https://openalex.org/W1661209811","https://openalex.org/W1966818077","https://openalex.org/W1974315837","https://openalex.org/W1974889617","https://openalex.org/W1991708011","https://openalex.org/W2007273639","https://openalex.org/W2012950077","https://openalex.org/W2048443287","https://openalex.org/W2054557822","https://openalex.org/W2059126714","https://openalex.org/W2066163557","https://openalex.org/W2103755321","https://openalex.org/W2105228642","https://openalex.org/W2112522511","https://openalex.org/W2127316687","https://openalex.org/W2131331905","https://openalex.org/W2136754575","https://openalex.org/W2146558186","https://openalex.org/W2156099395","https://openalex.org/W2333126728","https://openalex.org/W6681144579"],"related_works":["https://openalex.org/W2360957471","https://openalex.org/W3185473672","https://openalex.org/W3110710143","https://openalex.org/W3112151379","https://openalex.org/W2067097327","https://openalex.org/W3183342254","https://openalex.org/W2127155213","https://openalex.org/W4390052961","https://openalex.org/W2205278846","https://openalex.org/W4225147582"],"abstract_inverted_index":{"Understanding":[0],"the":[1,61,76,80,92],"impact":[2],"of":[3,58,78,96],"climate":[4],"and":[5,12,55,94],"land-use":[6],"on":[7],"forest":[8,33,41],"ecosystems":[9],"involves":[10],"modeling":[11],"simulating":[13],"complex":[14],"spatial":[15],"interactions":[16],"at":[17,83],"many":[18],"different":[19],"scales.":[20],"With":[21],"this":[22,44],"goal":[23],"in":[24,67],"mind,":[25],"we":[26,46,74],"have":[27],"developed":[28],"an":[29],"individual-based,":[30],"spatially":[31],"explicit":[32],"simulator,":[34],"which":[35],"incorporates":[36],"fine-scale":[37],"processes":[38],"that":[39,90],"influence":[40],"dynamics.":[42],"In":[43],"paper":[45],"present":[47],"new,":[48],"faster":[49],"algorithms":[50],"for":[51,56],"computing":[52],"understory":[53],"light":[54],"dispersal":[57],"seeds":[59],"---":[60],"two":[62],"most":[63],"computationally":[64],"intensive":[65],"submodules":[66],"our":[68,97],"simulator.":[69],"By":[70],"exploiting":[71],"temporal":[72],"coherence,":[73],"circumvent":[75],"problem":[77],"doing":[79],"entire":[81],"simulation":[82],"each":[84],"step.":[85],"We":[86],"provide":[87],"experimental":[88],"results":[89],"support":[91],"efficiency":[93],"efficacy":[95],"approach.":[98]},"counts_by_year":[{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
