{"id":"https://openalex.org/W2488678456","doi":"https://doi.org/10.1016/j.procs.2016.05.342","title":"Error Function Impact in Dynamic Data-driven Framework Applied to Forest Fire Spread Prediction","display_name":"Error Function Impact in Dynamic Data-driven Framework Applied to Forest Fire Spread Prediction","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2488678456","doi":"https://doi.org/10.1016/j.procs.2016.05.342","mag":"2488678456"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2016.05.342","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.procs.2016.05.342","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101745919","display_name":"Carlos Casanova Carrillo","orcid":"https://orcid.org/0000-0003-3606-7517"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Carlos Carrillo","raw_affiliation_strings":["Computer Architecture and Operating Systems Department Universitat Aut\u00f2noma de Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Architecture and Operating Systems Department Universitat Aut\u00f2noma de Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085798297","display_name":"Tom\u00e1s Art\u00e8s","orcid":"https://orcid.org/0000-0002-4105-5468"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Tom\u00e0s Art\u00e9s","raw_affiliation_strings":["Computer Architecture and Operating Systems Department Universitat Aut\u00f2noma de Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Architecture and Operating Systems Department Universitat Aut\u00f2noma de Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054088266","display_name":"Ana Cort\u00e9s","orcid":"https://orcid.org/0000-0003-1697-1293"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana Cort\u00e9s","raw_affiliation_strings":["Computer Architecture and Operating Systems Department Universitat Aut\u00f2noma de Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Architecture and Operating Systems Department Universitat Aut\u00f2noma de Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004562398","display_name":"Tom\u00e1s Margalef","orcid":"https://orcid.org/0000-0001-6384-7389"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Tom\u00e0s Margalef","raw_affiliation_strings":["Computer Architecture and Operating Systems Department Universitat Aut\u00f2noma de Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Architecture and Operating Systems Department Universitat Aut\u00f2noma de Barcelona, Spain","institution_ids":["https://openalex.org/I123044942"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101745919"],"corresponding_institution_ids":["https://openalex.org/I123044942"],"apc_list":null,"apc_paid":null,"fwci":0.16,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":4,"citation_normalized_percentile":{"value":0.528348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":79,"max":81},"biblio":{"volume":"80","issue":null,"first_page":"418","last_page":"427"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":1.0,"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/T10535","display_name":"Landslides and related hazards","score":0.9976,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.987,"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/propagation-of-uncertainty","display_name":"Propagation of uncertainty","score":0.6385928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8166965},{"id":"https://openalex.org/C123614077","wikidata":"https://www.wikidata.org/wiki/Q1364905","display_name":"Propagation of uncertainty","level":2,"score":0.6385928},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6357665},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4969454},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4337833},{"id":"https://openalex.org/C167085575","wikidata":"https://www.wikidata.org/wiki/Q6803654","display_name":"Mean squared prediction error","level":2,"score":0.41771284},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3556217},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16902608},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2016.05.342","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2016.05.342","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"display_name":"Life on land","score":0.71,"id":"https://metadata.un.org/sdg/15"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":12,"referenced_works":["https://openalex.org/W1531419578","https://openalex.org/W1830841807","https://openalex.org/W1984626762","https://openalex.org/W2032718082","https://openalex.org/W2037018162","https://openalex.org/W2049373174","https://openalex.org/W2061103413","https://openalex.org/W2108650519","https://openalex.org/W2130089609","https://openalex.org/W2295689896","https://openalex.org/W2739390750","https://openalex.org/W801692972"],"related_works":["https://openalex.org/W4255837520","https://openalex.org/W4255628145","https://openalex.org/W4234808182","https://openalex.org/W2809370583","https://openalex.org/W2809151339","https://openalex.org/W2387011115","https://openalex.org/W2382043075","https://openalex.org/W2360673138","https://openalex.org/W2333722679","https://openalex.org/W2093320919"],"abstract_inverted_index":{"In":[0,40,88,159],"order":[1,89],"to":[2,14,31,61,83,90,103,125,167],"use":[3],"environmental":[4],"models":[5,56],"effectively":[6],"for":[7,178],"management":[8],"and":[9,28,33,120],"decision-making,":[10],"it":[11],"is":[12,77],"vital":[13],"establish":[15,32],"an":[16,110],"appropriate":[17],"measure":[18,34],"of":[19,37,86,94,129,173],"confidence":[20,36],"in":[21,108,133,152,171,176,196,199],"their":[22],"performance.":[23],"There":[24],"are":[25,80,118,165],"different":[26,29,146,149,154,162],"ways":[27],"methodologies":[30],"the":[35,38,46,68,71,75,92,95,105,115,122,127,130,134,138,169],"models.":[39],"this":[41,160],"paper,":[42,161],"we":[43],"focus":[44],"on":[45],"forest":[47,53,179,191],"fire":[48,54,65,76,156,180,192],"spread":[49,55,157,181],"prediction.":[50,182],"Simulators":[51],"implementing":[52],"require":[57],"diverse":[58],"input":[59,106],"parameters":[60,107,117],"deliver":[62],"predictions":[63],"about":[64],"propagation.":[66],"However,":[67],"data":[69],"describing":[70],"actual":[72],"scenario":[73],"where":[74,137],"taking":[78],"place":[79,195],"usually":[81],"subject":[82],"high":[84],"levels":[85],"uncertainty.":[87],"minimize":[91],"impact":[93,170],"input-data":[96],"uncertainty":[97],"a":[98,142,189],"Two-Stage":[99],"methodology":[100],"was":[101],"developed":[102],"calibrate":[104],"(1)":[109],"adjustment":[111,135],"stage":[112,124,136],"so":[113],"that":[114,193],"calibrated":[116],"used,":[119],"(2)":[121],"prediction":[123,174],"improve":[126],"quality":[128,175],"predictions.":[131,158],"Is":[132],"error":[139,163],"formula":[140],"plays":[141],"crucial":[143],"role,":[144],"because":[145],"formulas":[147,184],"implies":[148],"adjustments":[150],"and,":[151],"consequence,":[153],"wild":[155],"functions":[164],"compared":[166],"show":[168],"terms":[172],"DDDAS":[177],"These":[183],"have":[185],"been":[186],"tested":[187],"using":[188],"real":[190],"took":[194],"Arkadia":[197],"(Greece)":[198],"2011.":[200]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2488678456","counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-01-17T12:16:50.528465","created_date":"2016-08-23"}