{"id":"https://openalex.org/W2803352991","doi":"https://doi.org/10.3390/rs10060808","title":"Using Spatial Features to Reduce the Impact of Seasonality for Detecting Tropical Forest Changes from Landsat Time Series","display_name":"Using Spatial Features to Reduce the Impact of Seasonality for Detecting Tropical Forest Changes from Landsat Time Series","publication_year":2018,"publication_date":"2018-05-23","ids":{"openalex":"https://openalex.org/W2803352991","doi":"https://doi.org/10.3390/rs10060808","mag":"2803352991"},"language":"en","primary_location":{"id":"doi:10.3390/rs10060808","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10060808","pdf_url":"https://www.mdpi.com/2072-4292/10/6/808/pdf?version=1527061739","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/2072-4292/10/6/808/pdf?version=1527061739","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082953551","display_name":"Eduarda Martiniano de Oliveira Silveira","orcid":"https://orcid.org/0000-0002-1015-4973"},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Eduarda M. O. Silveira","raw_affiliation_strings":["Forest Science Department, Federal University of Lavras, Lavras 37200-000, Brazil"],"affiliations":[{"raw_affiliation_string":"Forest Science Department, Federal University of Lavras, Lavras 37200-000, Brazil","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033167789","display_name":"In\u00e1cio Thomaz Bueno","orcid":"https://orcid.org/0000-0002-6662-3396"},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"In\u00e1cio T. Bueno","raw_affiliation_strings":["Forest Science Department, Federal University of Lavras, Lavras 37200-000, Brazil"],"affiliations":[{"raw_affiliation_string":"Forest Science Department, Federal University of Lavras, Lavras 37200-000, Brazil","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043302990","display_name":"Fausto Weimar Ac\u00e9rbi J\u00fanior","orcid":"https://orcid.org/0000-0002-9553-0148"},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fausto W. Acerbi-Junior","raw_affiliation_strings":["Forest Science Department, Federal University of Lavras, Lavras 37200-000, Brazil"],"affiliations":[{"raw_affiliation_string":"Forest Science Department, Federal University of Lavras, Lavras 37200-000, Brazil","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067671888","display_name":"Jos\u00e9 M\u00e1rcio de Mello","orcid":"https://orcid.org/0000-0002-0522-5060"},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Mello","raw_affiliation_strings":["Forest Science Department, Federal University of Lavras, Lavras 37200-000, Brazil"],"affiliations":[{"raw_affiliation_string":"Forest Science Department, Federal University of Lavras, Lavras 37200-000, Brazil","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051321322","display_name":"Jos\u00e9 Roberto Soares Scolforo","orcid":"https://orcid.org/0000-0002-5888-6751"},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Roberto S. Scolforo","raw_affiliation_strings":["Forest Science Department, Federal University of Lavras, Lavras 37200-000, Brazil"],"affiliations":[{"raw_affiliation_string":"Forest Science Department, Federal University of Lavras, Lavras 37200-000, Brazil","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051219165","display_name":"Michael A. Wulder","orcid":"https://orcid.org/0000-0002-6942-1896"},"institutions":[{"id":"https://openalex.org/I1280367701","display_name":"Canadian Forest Service","ror":"https://ror.org/0430zw506","country_code":"CA","type":"government","lineage":["https://openalex.org/I1280367701","https://openalex.org/I1281735042","https://openalex.org/I2802286613"]},{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael A. Wulder","raw_affiliation_strings":["Canadian Forest Service (Pacific Forestry Centre), Natural Resources Canada, 506 West Burnside Road, Victoria, BC V8Z 1M5, Canada"],"affiliations":[{"raw_affiliation_string":"Canadian Forest Service (Pacific Forestry Centre), Natural Resources Canada, 506 West Burnside Road, Victoria, BC V8Z 1M5, Canada","institution_ids":["https://openalex.org/I1281735042","https://openalex.org/I1280367701"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082953551"],"corresponding_institution_ids":["https://openalex.org/I1315085146"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.5212,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.92437243,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"6","first_page":"808","last_page":"808"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9991999864578247,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9894999861717224,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9833999872207642,"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/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.7657530307769775},{"id":"https://openalex.org/keywords/seasonality","display_name":"Seasonality","score":0.703421950340271},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5510290265083313},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5508050918579102},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5145142078399658},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5088696479797363},{"id":"https://openalex.org/keywords/variogram","display_name":"Variogram","score":0.5009162425994873},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4555668830871582},{"id":"https://openalex.org/keywords/biome","display_name":"Biome","score":0.45267343521118164},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.434678316116333},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.42446184158325195},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4122128486633301},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3317619562149048},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.2818906903266907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.21515241265296936},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.21174201369285583},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17300668358802795},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.17115896940231323},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16295558214187622},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.1296379566192627},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09202918410301208}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.7657530307769775},{"id":"https://openalex.org/C125403950","wikidata":"https://www.wikidata.org/wiki/Q2111082","display_name":"Seasonality","level":2,"score":0.703421950340271},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5510290265083313},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5508050918579102},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5145142078399658},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5088696479797363},{"id":"https://openalex.org/C154881674","wikidata":"https://www.wikidata.org/wiki/Q2269270","display_name":"Variogram","level":3,"score":0.5009162425994873},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4555668830871582},{"id":"https://openalex.org/C89920630","wikidata":"https://www.wikidata.org/wiki/Q101998","display_name":"Biome","level":3,"score":0.45267343521118164},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.434678316116333},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.42446184158325195},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4122128486633301},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3317619562149048},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.2818906903266907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21515241265296936},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.21174201369285583},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17300668358802795},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.17115896940231323},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16295558214187622},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.1296379566192627},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09202918410301208},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs10060808","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10060808","pdf_url":"https://www.mdpi.com/2072-4292/10/6/808/pdf?version=1527061739","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:mdpi.com:/2072-4292/10/6/808/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10060808","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 10; Issue 6; Pages: 808","raw_type":"Text"},{"id":"pmh:oai:repositorio.ufla.br:1/33657","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10060808.","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"instacron:UFLA","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/rs10060808","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10060808","pdf_url":"https://www.mdpi.com/2072-4292/10/6/808/pdf?version=1527061739","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 in Land","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G3938906640","display_name":null,"funder_award_id":"(CAPES)","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G5139334624","display_name":null,"funder_award_id":"Coordena\u00e7\u00e3o","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G963174003","display_name":null,"funder_award_id":"de Aperfei\u00e7","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320327178","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2803352991.pdf","grobid_xml":"https://content.openalex.org/works/W2803352991.grobid-xml"},"referenced_works_count":75,"referenced_works":["https://openalex.org/W1707683952","https://openalex.org/W1964311108","https://openalex.org/W1965825034","https://openalex.org/W1965846105","https://openalex.org/W1967013920","https://openalex.org/W1971630418","https://openalex.org/W1976044762","https://openalex.org/W1976376898","https://openalex.org/W1976784693","https://openalex.org/W1979532661","https://openalex.org/W1981213426","https://openalex.org/W1982030027","https://openalex.org/W1987517448","https://openalex.org/W1996031526","https://openalex.org/W2001232772","https://openalex.org/W2006069992","https://openalex.org/W2011500029","https://openalex.org/W2011572981","https://openalex.org/W2012699055","https://openalex.org/W2028240797","https://openalex.org/W2030864384","https://openalex.org/W2036632898","https://openalex.org/W2046404979","https://openalex.org/W2051512952","https://openalex.org/W2061240006","https://openalex.org/W2064940474","https://openalex.org/W2082081125","https://openalex.org/W2084846125","https://openalex.org/W2085289201","https://openalex.org/W2086316193","https://openalex.org/W2092141993","https://openalex.org/W2097989534","https://openalex.org/W2101108516","https://openalex.org/W2117527927","https://openalex.org/W2117996123","https://openalex.org/W2118743029","https://openalex.org/W2138973222","https://openalex.org/W2145340043","https://openalex.org/W2153664389","https://openalex.org/W2157026765","https://openalex.org/W2157675604","https://openalex.org/W2158478195","https://openalex.org/W2160454972","https://openalex.org/W2161273109","https://openalex.org/W2161336494","https://openalex.org/W2162921856","https://openalex.org/W2166307050","https://openalex.org/W2168533339","https://openalex.org/W2173144539","https://openalex.org/W2181171301","https://openalex.org/W2186686638","https://openalex.org/W2261059368","https://openalex.org/W2312330427","https://openalex.org/W2328006415","https://openalex.org/W2329847011","https://openalex.org/W2476045487","https://openalex.org/W2480184802","https://openalex.org/W2489738207","https://openalex.org/W2493240087","https://openalex.org/W2529419676","https://openalex.org/W2604292667","https://openalex.org/W2617612141","https://openalex.org/W2735042947","https://openalex.org/W2738768718","https://openalex.org/W2768449858","https://openalex.org/W2789888100","https://openalex.org/W2793684109","https://openalex.org/W2911964244","https://openalex.org/W2981849677","https://openalex.org/W2989983865","https://openalex.org/W4232332393","https://openalex.org/W6636950212","https://openalex.org/W6720969598","https://openalex.org/W6722455405","https://openalex.org/W6769377118"],"related_works":["https://openalex.org/W2586774764","https://openalex.org/W2740743208","https://openalex.org/W4310016817","https://openalex.org/W3152287990","https://openalex.org/W3185490584","https://openalex.org/W2207589372","https://openalex.org/W4390599260","https://openalex.org/W4379116640","https://openalex.org/W2402460927","https://openalex.org/W3202601857"],"abstract_inverted_index":{"In":[0,94],"forested":[1],"areas":[2],"that":[3,29,304],"experience":[4],"strong":[5],"seasonality":[6,126,308],"and":[7,40,102,106,149,201,207,211,225,231,314],"are":[8,30,71,86,305],"undergoing":[9],"rapid":[10],"land":[11],"cover":[12],"conversion":[13],"(e.g.,":[14],"Brazilian":[15,154],"savannas),":[16],"the":[17,38,91,107,111,116,123,128,142,153,166,169,173,178,184,187,196,219,246,253,259,270,276,279,298,316,322],"accuracy":[18,261],"of":[19,42,118,125,134,152,177,214,258,278,300,312,318],"remote":[20],"sensing":[21],"change":[22,46,54,302],"detection":[23,299],"is":[24,82,141,150,293],"affected":[25],"by":[26,245],"seasonal":[27],"changes":[28,63],"erroneously":[31],"classified":[32],"as":[33],"having":[34],"changed.":[35],"To":[36],"improve":[37],"quality":[39],"consistency":[41],"regionally":[43],"important":[44],"forest":[45,267,301,319],"maps,":[47],"we":[48,97,291],"aim":[49],"to":[50,60,65,74,114,121,192,217,226,233,263,307],"separate":[51,264],"process":[52],"related":[53,64,103],"(for":[55],"example,":[56],"spectral":[57,104,208],"variability":[58],"due":[59],"phenology)":[61],"from":[62,127,222,266],"deforestations":[66],"or":[67],"fires.":[68],"Seasonal":[69],"models":[70],"typically":[72],"used":[73],"account":[75],"for":[76,297,324],"seasonality,":[77],"but":[78],"fitting":[79],"a":[80,235,294],"model":[81],"difficult":[83],"when":[84],"there":[85],"insufficient":[87],"data":[88,101],"points":[89],"in":[90,172,190],"time":[92,136,180,220,250,282],"series.":[93,137,181],"this":[95],"research,":[96],"utilize":[98],"remotely":[99],"sensed":[100],"trends":[105],"spatial":[108,242,288],"context":[109,289],"at":[110],"object":[112],"level":[113],"evaluate":[115],"performance":[117],"geostatistical":[119],"features":[120,224],"reduce":[122],"impact":[124],"NDVI":[129,188,215,241,280],"(Normalized":[130],"Difference":[131],"Vegetation":[132],"Index)":[133],"Landsat":[135],"The":[138,240,287],"study":[139],"area":[140],"S\u00e3o":[143],"Rom\u00e3o":[144],"municipality,":[145],"totaling":[146],"2440":[147],"km2,":[148],"part":[151],"savannas":[155],"biome.":[156],"We":[157,182],"first":[158,174],"create":[159],"image":[160,175],"objects":[161,167,185],"via":[162],"multiresolution":[163],"segmentation,":[164],"basing":[165],"on":[168],"characteristics":[170],"found":[171],"(2003)":[176],"13-year":[179],"intersected":[183],"with":[186],"images":[189],"order":[191],"extract":[193],"semivariogram":[194,248],"indices,":[195],"RVF":[197],"(Ratio":[198],"Variance\u2014First":[199],"lag)":[200],"AFM":[202,247],"(Area":[203],"First":[204],"lag\u2014First":[205],"Maximum),":[206],"information":[209],"(average":[210],"standard":[212],"deviation":[213],"values)":[216],"generate":[218],"series":[221,251,283],"these":[223],"derive":[227],"Spatio-Temporal":[228],"Metrics":[229],"(change":[230],"trend)":[232],"train":[234],"Random":[236],"Forest":[237],"(RF)":[238],"algorithm.":[239],"variability,":[243],"captured":[244],"index":[249],"produced":[252],"best":[254],"result,":[255],"reaching":[256],"96.53%":[257],"overall":[260],"(OA)":[262],"no-change":[265],"change,":[268],"while":[269],"greatest":[271],"inter-class":[272],"confusion":[273],"occurred":[274],"using":[275],"average":[277],"values":[281],"(OA":[284],"=":[285],"63.72%).":[286],"approach":[290,296],"presented":[292],"novel":[295],"events":[303],"subject":[306],"(and":[309],"possible":[310],"miss-classification":[311],"change)":[313],"mitigating":[315],"effects":[317],"phenology":[320],"without":[321],"need":[323],"specific":[325],"de-seasoning":[326],"models.":[327]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
