{"id":"https://openalex.org/W3200726020","doi":"https://doi.org/10.3390/rs13183721","title":"Smoke Detection from Himawari-8 Satellite Data over Kalimantan Island Using Multilayer Perceptrons","display_name":"Smoke Detection from Himawari-8 Satellite Data over Kalimantan Island Using Multilayer Perceptrons","publication_year":2021,"publication_date":"2021-09-17","ids":{"openalex":"https://openalex.org/W3200726020","doi":"https://doi.org/10.3390/rs13183721","mag":"3200726020"},"language":"en","primary_location":{"id":"doi:10.3390/rs13183721","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13183721","pdf_url":"https://www.mdpi.com/2072-4292/13/18/3721/pdf?version=1632298211","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/2072-4292/13/18/3721/pdf?version=1632298211","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009580688","display_name":"Yuhao Mo","orcid":"https://orcid.org/0000-0003-4305-7982"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhao Mo","raw_affiliation_strings":["College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China"],"affiliations":[{"raw_affiliation_string":"College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043987310","display_name":"Xin Yang","orcid":"https://orcid.org/0000-0001-5111-2959"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Yang","raw_affiliation_strings":["College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China"],"affiliations":[{"raw_affiliation_string":"College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051316999","display_name":"Hong Tang","orcid":"https://orcid.org/0000-0001-9058-5724"},"institutions":[{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]},{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Tang","raw_affiliation_strings":["State Key Laboratory of Remote Sensing Science, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Remote Sensing Science, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100363813","display_name":"Zhigang Li","orcid":"https://orcid.org/0000-0003-0464-8800"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Li","raw_affiliation_strings":["College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China"],"affiliations":[{"raw_affiliation_string":"College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China","institution_ids":["https://openalex.org/I25254941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043987310"],"corresponding_institution_ids":["https://openalex.org/I25254941"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6785,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69006772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"13","issue":"18","first_page":"3721","last_page":"3721"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9918000102043152,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.98580002784729,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/smoke","display_name":"Smoke","score":0.741646409034729},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6380630135536194},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6215382218360901},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5478203296661377},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4965053200721741},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.48999539017677307},{"id":"https://openalex.org/keywords/haze","display_name":"Haze","score":0.4328341782093048},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.35325345396995544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33950892090797424},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20028042793273926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19702225923538208},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.17952477931976318}],"concepts":[{"id":"https://openalex.org/C58874564","wikidata":"https://www.wikidata.org/wiki/Q130768","display_name":"Smoke","level":2,"score":0.741646409034729},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6380630135536194},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6215382218360901},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5478203296661377},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4965053200721741},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.48999539017677307},{"id":"https://openalex.org/C79974267","wikidata":"https://www.wikidata.org/wiki/Q643546","display_name":"Haze","level":2,"score":0.4328341782093048},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.35325345396995544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33950892090797424},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20028042793273926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19702225923538208},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.17952477931976318},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13183721","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13183721","pdf_url":"https://www.mdpi.com/2072-4292/13/18/3721/pdf?version=1632298211","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:doaj.org/article:eff4d7163e0e4556b688019c6de40dcb","is_oa":true,"landing_page_url":"https://doaj.org/article/eff4d7163e0e4556b688019c6de40dcb","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 13, Iss 18, p 3721 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/18/3721/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13183721","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 13; Issue 18; Pages: 3721","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13183721","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13183721","pdf_url":"https://www.mdpi.com/2072-4292/13/18/3721/pdf?version=1632298211","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":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1356514951","display_name":null,"funder_award_id":"41971","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2574024102","display_name":null,"funder_award_id":"41971280","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4310224551","display_name":null,"funder_award_id":"419712","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5848258319","display_name":null,"funder_award_id":"0 and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7990395450","display_name":null,"funder_award_id":"2017YFC1501403","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3200726020.pdf","grobid_xml":"https://content.openalex.org/works/W3200726020.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1836465849","https://openalex.org/W1977177161","https://openalex.org/W2016154524","https://openalex.org/W2035679070","https://openalex.org/W2052933845","https://openalex.org/W2055353954","https://openalex.org/W2083854930","https://openalex.org/W2102833229","https://openalex.org/W2107858703","https://openalex.org/W2112534669","https://openalex.org/W2163845986","https://openalex.org/W2345254164","https://openalex.org/W2496606974","https://openalex.org/W2571300184","https://openalex.org/W2773957561","https://openalex.org/W2882973394","https://openalex.org/W2897519429","https://openalex.org/W2900776593","https://openalex.org/W2919981789","https://openalex.org/W2964169840","https://openalex.org/W2995832586","https://openalex.org/W3036198121","https://openalex.org/W3049719658","https://openalex.org/W3111302422","https://openalex.org/W3119202843","https://openalex.org/W3125489987","https://openalex.org/W3187056485"],"related_works":["https://openalex.org/W2393814173","https://openalex.org/W2991272542","https://openalex.org/W4231474997","https://openalex.org/W2116047388","https://openalex.org/W2039495309","https://openalex.org/W1975591846","https://openalex.org/W760526332","https://openalex.org/W2486002799","https://openalex.org/W2007896419","https://openalex.org/W3200726020"],"abstract_inverted_index":{"The":[0,164],"smoke":[1,52,93,172,181],"from":[2],"biomass":[3,30],"burning":[4,17,31],"on":[5,34,51,76,119,124],"Kalimantan":[6,35,59,95],"Island":[7,60,96],"has":[8],"caused":[9,65],"severe":[10,104],"environmental":[11],"problems":[12],"in":[13,44,97],"Southeast":[14],"Asia\u2019s":[15],"primary":[16],"regions":[18,21,212],"and":[19,70,131,151,207],"surrounding":[20],"due":[22],"to":[23,91,137,162,184],"the":[24,29,37,63,71,86,102,120,125,144,148,170,187,192,203],"overspread":[25],"haze.":[26],"To":[27,107],"monitor":[28],"aerosol":[32],"plumes":[33],"Island,":[36],"high-temporal-resolution":[38],"Himawari-8":[39,121],"satellite":[40,55],"data":[41],"were":[42,135],"used":[43,85],"this":[45,82,197],"study.":[46],"However,":[47],"studies":[48],"are":[49,209,214],"limited":[50],"detection":[53,145],"using":[54],"remote":[56],"sensing":[57],"for":[58,147,196,211],"because":[61],"of":[62,73,101],"difficulty":[64],"by":[66,186],"frequently":[67,215],"occurring":[68],"clouds":[69],"lack":[72],"prior":[74],"knowledge":[75],"applying":[77],"traditional":[78],"threshold":[79],"methods.":[80],"In":[81],"study,":[83],"we":[84],"multilayer":[87],"perceptron":[88],"(MLP)":[89],"method":[90],"identify":[92,185],"over":[94],"August":[98],"2015,":[99],"one":[100],"most":[103],"fire":[105],"seasons.":[106],"prepare":[108],"sufficient":[109],"supervision":[110],"information,":[111],"a":[112],"pixel-level":[113,204],"labeled":[114,126,205],"dataset":[115,194,206],"was":[116],"established":[117],"based":[118],"data.":[122],"Based":[123],"dataset,":[127],"three":[128],"MLP":[129,149,159,208],"approaches":[130,150],"two":[132],"sampling":[133],"methods":[134],"applied":[136],"create":[138],"training":[139],"samples.":[140],"A":[141],"comparison":[142],"between":[143],"results":[146,166],"classification":[152],"tree":[153],"analysis":[154],"(i.e.,":[155],"CTA)":[156],"showed":[157,168],"that":[158,169,191,213],"is":[160,182,199],"superior":[161],"CTA.":[163],"visualization":[165],"also":[167],"detected":[171,180],"areas":[173],"included":[174],"those":[175],"mixed":[176],"with":[177],"clouds.":[178],"Some":[179],"difficult":[183],"human":[188],"eye,":[189],"suggesting":[190],"explanatory":[193],"built":[195],"study":[198],"sufficiently":[200],"comprehensive.":[201],"Therefore,":[202],"suitable":[210],"cloud-covered.":[216]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2021-09-27T00:00:00"}