{"id":"https://openalex.org/W4367315615","doi":"https://doi.org/10.3390/rs15092323","title":"Forest Fire Mapping Using Multi-Source Remote Sensing Data: A Case Study in Chongqing","display_name":"Forest Fire Mapping Using Multi-Source Remote Sensing Data: A Case Study in Chongqing","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4367315615","doi":"https://doi.org/10.3390/rs15092323"},"language":"en","primary_location":{"id":"doi:10.3390/rs15092323","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092323","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2323/pdf?version=1682663863","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/2072-4292/15/9/2323/pdf?version=1682663863","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101879971","display_name":"Yixin Zhao","orcid":"https://orcid.org/0000-0003-4692-2900"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixin Zhao","raw_affiliation_strings":["Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006813118","display_name":"Yajun Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yajun Huang","raw_affiliation_strings":["Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015636269","display_name":"Xupeng Sun","orcid":"https://orcid.org/0000-0003-2893-2435"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xupeng Sun","raw_affiliation_strings":["Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051839028","display_name":"Guanyu Dong","orcid":"https://orcid.org/0009-0006-7543-4470"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanyu Dong","raw_affiliation_strings":["Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106975934","display_name":"Yuanqing Li","orcid":"https://orcid.org/0000-0002-8283-7116"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanqing Li","raw_affiliation_strings":["Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040780405","display_name":"Mingguo Ma","orcid":"https://orcid.org/0000-0002-3783-8363"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingguo Ma","raw_affiliation_strings":["Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Engineering Research Center for Remote Sensing Big Data Application, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"Chongqing Jinfo Mountain Karst Ecosystem National Observation and Research Station, School of Geographical Sciences, Southwest University, Chongqing 400715, China","institution_ids":["https://openalex.org/I142108993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040780405"],"corresponding_institution_ids":["https://openalex.org/I142108993"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.1853,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.91967683,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"15","issue":"9","first_page":"2323","last_page":"2323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10555","display_name":"Fire effects on ecosystems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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":0.9905999898910522,"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/environmental-science","display_name":"Environmental science","score":0.6366097331047058},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5421257615089417},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.519374668598175},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.47951725125312805},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.46626195311546326},{"id":"https://openalex.org/keywords/disaster-area","display_name":"Disaster area","score":0.45681560039520264},{"id":"https://openalex.org/keywords/elevation","display_name":"Elevation (ballistics)","score":0.4343877136707306},{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.43379032611846924},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.4132063388824463},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.39083385467529297},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.2943946123123169},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07000595331192017}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6366097331047058},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5421257615089417},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.519374668598175},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.47951725125312805},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.46626195311546326},{"id":"https://openalex.org/C2779481623","wikidata":"https://www.wikidata.org/wiki/Q4115986","display_name":"Disaster area","level":2,"score":0.45681560039520264},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.4343877136707306},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.43379032611846924},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.4132063388824463},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.39083385467529297},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2943946123123169},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07000595331192017},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15092323","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092323","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2323/pdf?version=1682663863","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:ef3b5816a8c34c4e82406e48b0072414","is_oa":true,"landing_page_url":"https://doaj.org/article/ef3b5816a8c34c4e82406e48b0072414","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 9, p 2323 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/9/2323/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15092323","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 15; Issue 9; Pages: 2323","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15092323","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092323","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2323/pdf?version=1682663863","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":[{"id":"https://metadata.un.org/sdg/13","score":0.6800000071525574,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1182454337","display_name":null,"funder_award_id":"21-Y20B01-9001-19/22","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4251985588","display_name":null,"funder_award_id":"U2244216","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":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367315615.pdf"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W648543281","https://openalex.org/W1521897025","https://openalex.org/W1576457137","https://openalex.org/W1614396134","https://openalex.org/W1980058571","https://openalex.org/W1985867946","https://openalex.org/W1985877944","https://openalex.org/W1997005542","https://openalex.org/W2004484179","https://openalex.org/W2008854860","https://openalex.org/W2011102610","https://openalex.org/W2020541378","https://openalex.org/W2039995444","https://openalex.org/W2044987862","https://openalex.org/W2052234685","https://openalex.org/W2052994861","https://openalex.org/W2055057957","https://openalex.org/W2055242945","https://openalex.org/W2063623478","https://openalex.org/W2078062557","https://openalex.org/W2087414266","https://openalex.org/W2089321623","https://openalex.org/W2102441298","https://openalex.org/W2108886061","https://openalex.org/W2110940238","https://openalex.org/W2114828048","https://openalex.org/W2123260252","https://openalex.org/W2133059825","https://openalex.org/W2134819938","https://openalex.org/W2144606028","https://openalex.org/W2153179024","https://openalex.org/W2165868425","https://openalex.org/W2165977355","https://openalex.org/W2170474871","https://openalex.org/W2379316172","https://openalex.org/W2478605350","https://openalex.org/W2581646934","https://openalex.org/W2584952387","https://openalex.org/W2749804634","https://openalex.org/W2963975886","https://openalex.org/W2984989020","https://openalex.org/W3022189034","https://openalex.org/W3139298453","https://openalex.org/W3163551536","https://openalex.org/W3204709716","https://openalex.org/W4200208173","https://openalex.org/W4210395328","https://openalex.org/W4231129706","https://openalex.org/W4283794184","https://openalex.org/W4288420781","https://openalex.org/W4293481192","https://openalex.org/W4296107202","https://openalex.org/W6634701880","https://openalex.org/W6652438864","https://openalex.org/W6683063705"],"related_works":["https://openalex.org/W2381265245","https://openalex.org/W3148155918","https://openalex.org/W2387688233","https://openalex.org/W2462682329","https://openalex.org/W4309269549","https://openalex.org/W3105529032","https://openalex.org/W2599039797","https://openalex.org/W2471266815","https://openalex.org/W2358870455","https://openalex.org/W2377799416"],"abstract_inverted_index":{"Forest":[0],"fires":[1,51,141],"are":[2],"one":[3],"of":[4,107,118,147,160,176],"the":[5,108,129,144,148,158,161,169,173],"most":[6],"severe":[7],"natural":[8],"disasters":[9],"facing":[10],"global":[11],"ecosystems,":[12],"as":[13],"they":[14],"have":[15],"a":[16,116],"significant":[17],"impact":[18],"on":[19,48,128,157],"ecological":[20],"security":[21],"and":[22,42,77,94,168],"social":[23],"development.":[24],"As":[25],"remote":[26],"sensing":[27],"technology":[28],"has":[29],"developed,":[30],"burned":[31,61,81,131,177],"areas":[32],"can":[33],"now":[34],"be":[35],"quickly":[36],"extracted":[37,84],"to":[38,135],"support":[39],"fire":[40,137],"monitoring":[41,49,110],"post-disaster":[43],"recovery.":[44],"This":[45],"study":[46],"focused":[47],"forest":[50,162],"that":[52],"occurred":[53],"in":[54,57],"Chongqing,":[55],"China,":[56],"August":[58],"2022.":[59],"The":[60,80,100,105],"area":[62,82,132],"was":[63,83,133],"identified":[64],"using":[65,85],"various":[66],"satellite":[67],"images,":[68],"including":[69],"Sentinel-2,":[70],"Landsat8,":[71],"Environmental":[72],"Mitigation":[73],"II":[74],"A":[75,124],"(HJ2A),":[76],"Gaofen-6":[78],"(GF-6).":[79],"visual":[86],"interpretation,":[87],"differenced":[88,95],"Normalized":[89,96],"Difference":[90],"Vegetation":[91],"Index":[92],"(dNDVI),":[93],"Burnup":[97],"Ratio":[98],"(dNBR).":[99],"results":[101,106],"showed":[102],"that:":[103],"(1)":[104],"three":[109],"methods":[111],"were":[112],"very":[113],"consistent,":[114],"with":[115,139],"coefficient":[117],"determination":[119],"R2":[120],"&gt;":[121],"0.96.":[122],"(2)":[123],"threshold":[125],"method":[126],"based":[127],"dNBR-extracted":[130],"used":[134],"analyze":[136],"severity,":[138],"moderate-severity":[140],"making":[142],"up":[143],"majority":[145],"(58.05%)":[146],"fires.":[149,163],"(3)":[150],"Different":[151],"topographic":[152],"factors":[153],"had":[154,172],"some":[155],"influence":[156],"severity":[159],"High":[164],"elevation,":[165],"steep":[166],"slopes":[167],"northwestern":[170],"aspect":[171],"largest":[174],"percentage":[175],"area.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
