{"id":"https://openalex.org/W2337403412","doi":"https://doi.org/10.3390/rs8040347","title":"Tropical Forest Fire Susceptibility Mapping at the Cat Ba National Park Area, Hai Phong City, Vietnam, Using GIS-Based Kernel Logistic Regression","display_name":"Tropical Forest Fire Susceptibility Mapping at the Cat Ba National Park Area, Hai Phong City, Vietnam, Using GIS-Based Kernel Logistic Regression","publication_year":2016,"publication_date":"2016-04-20","ids":{"openalex":"https://openalex.org/W2337403412","doi":"https://doi.org/10.3390/rs8040347","mag":"2337403412"},"language":"en","primary_location":{"id":"doi:10.3390/rs8040347","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8040347","pdf_url":"https://www.mdpi.com/2072-4292/8/4/347/pdf?version=1461161456","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/8/4/347/pdf?version=1461161456","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076352077","display_name":"Dieu Tien Bui","orcid":"https://orcid.org/0000-0001-5161-6479"},"institutions":[{"id":"https://openalex.org/I29199639","display_name":"Hanoi University of Mining and Geology","ror":"https://ror.org/01rw3qm79","country_code":"VN","type":"education","lineage":["https://openalex.org/I29199639"]},{"id":"https://openalex.org/I2801380234","display_name":"University of South-Eastern Norway","ror":"https://ror.org/05ecg5h20","country_code":"NO","type":"education","lineage":["https://openalex.org/I2801380234"]}],"countries":["NO","VN"],"is_corresponding":true,"raw_author_name":"Dieu Tien Bui","raw_affiliation_strings":["Faculty of Geomatics and Land Administration, Hanoi University of Mining and Geology, Duc Thang, Bac Tu Liem, Hanoi 100000, Vietnam","Geographic Information System Group, Department of Business Administration and Computer Science, University College of Southeast Norway, Hallvard Eikas Plass, N-3800 B\u00f8 i Telemark, Norway"],"affiliations":[{"raw_affiliation_string":"Faculty of Geomatics and Land Administration, Hanoi University of Mining and Geology, Duc Thang, Bac Tu Liem, Hanoi 100000, Vietnam","institution_ids":["https://openalex.org/I29199639"]},{"raw_affiliation_string":"Geographic Information System Group, Department of Business Administration and Computer Science, University College of Southeast Norway, Hallvard Eikas Plass, N-3800 B\u00f8 i Telemark, Norway","institution_ids":["https://openalex.org/I2801380234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112099117","display_name":"Kim-Thoa Le","orcid":null},"institutions":[{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"funder","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Kim-Thoa Le","raw_affiliation_strings":["Institute of Geography, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet Road, Cau Giay, Hanoi 100000, Vietnam"],"affiliations":[{"raw_affiliation_string":"Institute of Geography, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet Road, Cau Giay, Hanoi 100000, Vietnam","institution_ids":["https://openalex.org/I70349855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004047202","display_name":"Van Sinh Nguyen","orcid":"https://orcid.org/0000-0003-4594-2926"},"institutions":[{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"funder","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Van Nguyen","raw_affiliation_strings":["Institute of Geography, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet Road, Cau Giay, Hanoi 100000, Vietnam"],"affiliations":[{"raw_affiliation_string":"Institute of Geography, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet Road, Cau Giay, Hanoi 100000, Vietnam","institution_ids":["https://openalex.org/I70349855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019098023","display_name":"Le Hoang Sinh","orcid":"https://orcid.org/0000-0002-8540-9010"},"institutions":[{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"funder","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hoang Le","raw_affiliation_strings":["Institute of Geography, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet Road, Cau Giay, Hanoi 100000, Vietnam"],"affiliations":[{"raw_affiliation_string":"Institute of Geography, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet Road, Cau Giay, Hanoi 100000, Vietnam","institution_ids":["https://openalex.org/I70349855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072334008","display_name":"Inge Revhaug","orcid":null},"institutions":[{"id":"https://openalex.org/I54108979","display_name":"Norwegian University of Life Sciences","ror":"https://ror.org/04a1mvv97","country_code":"NO","type":"education","lineage":["https://openalex.org/I54108979"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Inge Revhaug","raw_affiliation_strings":["Department of Mathematical Sciences and Technology, Norwegian University of Life Sciences, P.O. Box 5003 IMT, 1432 Aas, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences and Technology, Norwegian University of Life Sciences, P.O. Box 5003 IMT, 1432 Aas, Norway","institution_ids":["https://openalex.org/I54108979"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076352077"],"corresponding_institution_ids":["https://openalex.org/I2801380234","https://openalex.org/I29199639"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":10.0,"has_fulltext":true,"cited_by_count":185,"citation_normalized_percentile":{"value":0.98521708,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"8","issue":"4","first_page":"347","last_page":"347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9944000244140625,"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9449999928474426,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/logistic-regression","display_name":"Logistic regression","score":0.6934705376625061},{"id":"https://openalex.org/keywords/national-park","display_name":"National park","score":0.671698808670044},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5037919878959656},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.45081669092178345},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.371459424495697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30548524856567383},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.30166375637054443},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16166606545448303}],"concepts":[{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6934705376625061},{"id":"https://openalex.org/C2780993040","wikidata":"https://www.wikidata.org/wiki/Q46169","display_name":"National park","level":2,"score":0.671698808670044},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5037919878959656},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.45081669092178345},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.371459424495697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30548524856567383},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.30166375637054443},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16166606545448303},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs8040347","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8040347","pdf_url":"https://www.mdpi.com/2072-4292/8/4/347/pdf?version=1461161456","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:brage.bibsys.no:11250/2405389","is_oa":true,"landing_page_url":"http://hdl.handle.net/11250/2405389","pdf_url":null,"source":{"id":"https://openalex.org/S4306400255","display_name":"BIBSYS Brage (BIBSYS (Norway))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173212132","host_organization_name":"Vilnius University","host_organization_lineage":["https://openalex.org/I173212132"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"},{"id":"pmh:oai:doaj.org/article:15ddc4717ac647938cb7a7da51de720d","is_oa":true,"landing_page_url":"https://doaj.org/article/15ddc4717ac647938cb7a7da51de720d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 8, Iss 4, p 347 (2016)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/8/4/347/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs8040347","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 8; Issue 4; Pages: 347","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs8040347","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8040347","pdf_url":"https://www.mdpi.com/2072-4292/8/4/347/pdf?version=1461161456","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313223","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2337403412.pdf","grobid_xml":"https://content.openalex.org/works/W2337403412.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W37548659","https://openalex.org/W175401356","https://openalex.org/W654504974","https://openalex.org/W790676990","https://openalex.org/W954477467","https://openalex.org/W986072167","https://openalex.org/W1476776918","https://openalex.org/W1775608760","https://openalex.org/W1917248793","https://openalex.org/W1966272358","https://openalex.org/W1973152413","https://openalex.org/W1986945538","https://openalex.org/W1987610081","https://openalex.org/W2010150056","https://openalex.org/W2012118327","https://openalex.org/W2013243263","https://openalex.org/W2013346416","https://openalex.org/W2014740640","https://openalex.org/W2015559033","https://openalex.org/W2024477430","https://openalex.org/W2032530142","https://openalex.org/W2033275656","https://openalex.org/W2036063587","https://openalex.org/W2048585368","https://openalex.org/W2048646118","https://openalex.org/W2062012070","https://openalex.org/W2064319214","https://openalex.org/W2065295953","https://openalex.org/W2069663627","https://openalex.org/W2069703366","https://openalex.org/W2078082960","https://openalex.org/W2094812097","https://openalex.org/W2103541076","https://openalex.org/W2120481471","https://openalex.org/W2135144735","https://openalex.org/W2137034166","https://openalex.org/W2142591013","https://openalex.org/W2151999954","https://openalex.org/W2158698691","https://openalex.org/W2163395761","https://openalex.org/W2193194994","https://openalex.org/W2205158676","https://openalex.org/W2223806373","https://openalex.org/W2287960510","https://openalex.org/W2319846685","https://openalex.org/W2336394836","https://openalex.org/W2341060459","https://openalex.org/W2343905117","https://openalex.org/W2475970758","https://openalex.org/W2587553210","https://openalex.org/W6653902338","https://openalex.org/W6696029580"],"related_works":["https://openalex.org/W4256268922","https://openalex.org/W4256333990","https://openalex.org/W4241241921","https://openalex.org/W4237321356","https://openalex.org/W2335581773","https://openalex.org/W4317907783","https://openalex.org/W4235415073","https://openalex.org/W2568904075","https://openalex.org/W4233142035","https://openalex.org/W4233595926"],"abstract_inverted_index":{"The":[0,148,173,191,253],"Cat":[1,97],"Ba":[2,98],"National":[3,99],"Park":[4,100],"area":[5,45,162],"(Vietnam)":[6],"with":[7,38,182,213],"its":[8],"tropical":[9,90],"forest":[10,62,70,91,111,121,138,246,265],"is":[11,32,74,179,235],"recognized":[12],"as":[13],"being":[14],"part":[15],"of":[16,68,76,80,150,175,204,217,255],"the":[17,22,48,69,77,81,96,107,151,156,164,176,186,195,208,220,226,232,261],"world":[18],"biodiversity":[19],"conservation":[20],"by":[21],"United":[23],"Nations":[24],"Educational,":[25],"Scientific":[26],"and":[27,31,123,168,210,267],"Cultural":[28],"Organization":[29],"(UNESCO)":[30],"a":[33,89,133,137,183,201,214,236],"well-known":[34],"destination":[35],"for":[36,50,61,95,106,245,260],"tourists,":[37],"around":[39],"500,000":[40],"travelers":[41],"per":[42],"year.":[43],"This":[44,84],"has":[46,57,200],"been":[47,58],"site":[49],"many":[51],"research":[52],"projects;":[53],"however,":[54],"no":[55],"project":[56],"carried":[59],"out":[60],"fire":[63,72,92,112,139,247],"susceptibility":[64,93,140,248],"assessment.":[65],"Thus,":[66],"protection":[67,113],"including":[71],"prevention":[73],"one":[75],"main":[78],"concerns":[79],"local":[82,108,262],"authorities.":[83],"work":[85],"aims":[86],"to":[87,131],"produce":[88],"map":[94],"area,":[101],"which":[102],"may":[103],"be":[104,243],"helpful":[105],"authorities":[109,263],"in":[110,206,250,264],"management.":[114,268],"To":[115],"obtain":[116],"this":[117,256],"purpose,":[118],"first,":[119],"historical":[120],"fires":[122],"related":[124],"factors":[125],"were":[126],"collected":[127],"from":[128],"various":[129],"sources":[130],"construct":[132],"GIS":[134],"database.":[135],"Then,":[136],"model":[141,152,178,199,224,234],"was":[142,153],"developed":[143],"using":[144,155],"Kernel":[145,196,221],"logistic":[146,197,222],"regression.":[147],"quality":[149],"assessed":[154],"Receiver":[157],"Operating":[158],"Characteristic":[159],"(ROC)":[160],"curve,":[161],"under":[163],"ROC":[165],"curve":[166],"(AUC),":[167],"five":[169],"statistical":[170],"evaluation":[171],"measures.":[172],"usability":[174],"resulting":[177],"further":[180],"compared":[181],"benchmark":[184,227],"model,":[185,228],"support":[187],"vector":[188],"machine":[189],"(SVM).":[190],"results":[192,254],"show":[193],"that":[194,231,240],"regression":[198,223],"high":[202],"level":[203],"performance":[205],"both":[207],"training":[209],"validation":[211],"dataset,":[212],"prediction":[215],"capability":[216],"92.2%.":[218],"Since":[219],"outperforms":[225],"we":[229],"conclude":[230],"proposed":[233],"promising":[237],"alternative":[238],"tool":[239],"should":[241],"also":[242],"considered":[244],"mapping":[249],"other":[251],"areas.":[252],"study":[257],"are":[258],"useful":[259],"planning":[266]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":3}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}