{"id":"https://openalex.org/W3135378836","doi":"https://doi.org/10.3390/rs13050974","title":"Identifying Spatiotemporal Patterns in Land Use and Cover Samples from Satellite Image Time Series","display_name":"Identifying Spatiotemporal Patterns in Land Use and Cover Samples from Satellite Image Time Series","publication_year":2021,"publication_date":"2021-03-04","ids":{"openalex":"https://openalex.org/W3135378836","doi":"https://doi.org/10.3390/rs13050974","mag":"3135378836"},"language":"en","primary_location":{"id":"doi:10.3390/rs13050974","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13050974","pdf_url":"https://www.mdpi.com/2072-4292/13/5/974/pdf?version=1615253200","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/2072-4292/13/5/974/pdf?version=1615253200","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044580462","display_name":"Lorena Santos","orcid":"https://orcid.org/0000-0003-2612-5859"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Lorena Alves Santos","raw_affiliation_strings":["Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086993472","display_name":"Karine Reis Ferreira","orcid":"https://orcid.org/0000-0003-2656-5504"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Karine Ferreira","raw_affiliation_strings":["Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077275845","display_name":"Michelle Cristina Ara\u00fajo Picoli","orcid":"https://orcid.org/0000-0001-9855-2046"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Michelle Picoli","raw_affiliation_strings":["Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073328355","display_name":"Gilberto C\u00e2mara","orcid":"https://orcid.org/0000-0002-3681-487X"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gilberto Camara","raw_affiliation_strings":["Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Earth Observation and Geoinformatics Division, National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos, SP 12227-010, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075715085","display_name":"R. Zurita\u2010Milla","orcid":"https://orcid.org/0000-0002-1769-6310"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Raul Zurita-Milla","raw_affiliation_strings":["Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, 7500 AE Enschede, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, 7500 AE Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021120858","display_name":"Ellen-Wien Augustijn","orcid":"https://orcid.org/0000-0002-3389-7585"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ellen-Wien Augustijn","raw_affiliation_strings":["Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, 7500 AE Enschede, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, 7500 AE Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5044580462"],"corresponding_institution_ids":["https://openalex.org/I80849659"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.5238,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.88584503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"13","issue":"5","first_page":"974","last_page":"974"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9819999933242798,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9764000177383423,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.7373990416526794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5458016395568848},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5248637199401855},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.47823566198349},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4617045521736145},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.45470744371414185},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4268931448459625},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.4184829294681549},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4178483188152313},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37257832288742065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31220126152038574},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2461233139038086},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23074808716773987}],"concepts":[{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.7373990416526794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5458016395568848},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5248637199401855},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.47823566198349},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4617045521736145},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.45470744371414185},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4268931448459625},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.4184829294681549},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4178483188152313},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37257832288742065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31220126152038574},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2461233139038086},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23074808716773987},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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":5,"locations":[{"id":"doi:10.3390/rs13050974","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13050974","pdf_url":"https://www.mdpi.com/2072-4292/13/5/974/pdf?version=1615253200","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:ris.utwente.nl:openaire_cris_publications/7b739ae5-5a2a-4c2c-bffd-6ee7547c381c","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/7b739ae5-5a2a-4c2c-bffd-6ee7547c381c","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Alves dos Santos, L, Ferreira, K, Picoli, M, Camara, G, Zurita-Milla, R & Augustijn, P W M 2021, 'Identifying spatiotemporal patterns in land use and cover samples from satellite image time series', Remote sensing, vol. 13, no. 5, pp. 1-21. https://doi.org/10.3390/rs13050974","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:0108cc685d9f41fabd0e6e004c067e65","is_oa":true,"landing_page_url":"https://doaj.org/article/0108cc685d9f41fabd0e6e004c067e65","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 5, p 974 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/5/974/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13050974","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 5; Pages: 974","raw_type":"Text"},{"id":"pmh:oai:urlib.net:sid.inpe.br/mtc-m21c/2021/03.23.22.27.49-0","is_oa":false,"landing_page_url":"http://urlib.net/sid.inpe.br/mtc-m21c/2021/03.23.22.27","pdf_url":null,"source":{"id":"https://openalex.org/S4377196298","display_name":"Biblioteca Digital da Mem\u00f3ria Cient\u00edfica do INPE (National Institute for Space Research)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I80849659","host_organization_name":"Instituto Nacional de Pesquisas Espaciais","host_organization_lineage":["https://openalex.org/I80849659"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"doi:10.3390/rs13050974","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13050974","pdf_url":"https://www.mdpi.com/2072-4292/13/5/974/pdf?version=1615253200","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","id":"https://metadata.un.org/sdg/15","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G2170742447","display_name":null,"funder_award_id":"PrInt","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/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/G692611148","display_name":null,"funder_award_id":"Brazil","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/G8793194973","display_name":null,"funder_award_id":"8887.364828/2019-00","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/F4320329820","display_name":"Banco Nacional de Desenvolvimento Econ\u00f4mico e Social","ror":"https://ror.org/0145x2c32"},{"id":"https://openalex.org/F4320331038","display_name":"Fundo Amaz\u00f4nia","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3135378836.pdf","grobid_xml":"https://content.openalex.org/works/W3135378836.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W1493454437","https://openalex.org/W1517808374","https://openalex.org/W1565635109","https://openalex.org/W1894414046","https://openalex.org/W1971022913","https://openalex.org/W1973116615","https://openalex.org/W1981552604","https://openalex.org/W1990517717","https://openalex.org/W1992575563","https://openalex.org/W1998871699","https://openalex.org/W2008788779","https://openalex.org/W2011500029","https://openalex.org/W2020792890","https://openalex.org/W2027832294","https://openalex.org/W2037537012","https://openalex.org/W2079810998","https://openalex.org/W2097747115","https://openalex.org/W2107131609","https://openalex.org/W2110802877","https://openalex.org/W2133946031","https://openalex.org/W2139573966","https://openalex.org/W2144762084","https://openalex.org/W2162161511","https://openalex.org/W2166279335","https://openalex.org/W2170804038","https://openalex.org/W2181403436","https://openalex.org/W2261059368","https://openalex.org/W2307094448","https://openalex.org/W2328275961","https://openalex.org/W2479531384","https://openalex.org/W2503537259","https://openalex.org/W2509112857","https://openalex.org/W2589453516","https://openalex.org/W2592712793","https://openalex.org/W2626473047","https://openalex.org/W2658675857","https://openalex.org/W2751335629","https://openalex.org/W2763520430","https://openalex.org/W2792446980","https://openalex.org/W2793927960","https://openalex.org/W2799607763","https://openalex.org/W2885354990","https://openalex.org/W2892556171","https://openalex.org/W2909728654","https://openalex.org/W2921393223","https://openalex.org/W2944787920","https://openalex.org/W2950541263","https://openalex.org/W2957192340","https://openalex.org/W2957255653","https://openalex.org/W2962199946","https://openalex.org/W2989109473","https://openalex.org/W2996554203","https://openalex.org/W2998678080","https://openalex.org/W2999209063","https://openalex.org/W3001198293","https://openalex.org/W3005640255","https://openalex.org/W3011435629","https://openalex.org/W3012668426","https://openalex.org/W3100745176","https://openalex.org/W3104887532","https://openalex.org/W3110968815","https://openalex.org/W3112926737","https://openalex.org/W3114329491","https://openalex.org/W4288084056","https://openalex.org/W6630956611","https://openalex.org/W6754658133","https://openalex.org/W6785762050"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2373152553","https://openalex.org/W2972049582","https://openalex.org/W4389201442","https://openalex.org/W2386169820","https://openalex.org/W604251607","https://openalex.org/W3170595163"],"abstract_inverted_index":{"The":[0,98,167],"use":[1,19,79,148,182],"of":[2,29,43,156],"satellite":[3,94],"image":[4,95,150],"time":[5,96,151],"series":[6,152],"analysis":[7],"and":[8,15,20,46,58,69,80,89,132,138,158,183],"machine":[9,55],"learning":[10,56],"methods":[11,57],"brings":[12],"new":[13],"opportunities":[14],"challenges":[16,31],"for":[17,35,176,194],"land":[18,44,78,181],"cover":[21,47,81,184],"changes":[22],"(LUCC)":[23],"mapping":[24],"over":[25,49,161],"large":[26,50,136],"areas.":[27],"One":[28],"these":[30,114],"is":[32,174],"the":[33,40,87,107,144,162,171],"need":[34],"samples":[36,82,155,185],"that":[37,124,170,186],"properly":[38],"represent":[39],"high":[41],"variability":[42,127],"used":[45,189],"classes":[48,160],"areas":[51,137],"to":[52,59,73,83,105,121,129,154,190],"train":[53],"supervised":[54],"produce":[60],"accurate":[61],"LUCC":[62],"maps.":[63],"This":[64],"paper":[65],"addresses":[66],"this":[67],"challenge":[68],"presents":[70],"a":[71],"method":[72,100,145,173],"identify":[74],"spatiotemporal":[75,178],"patterns":[76,179],"in":[77,135,165,180],"infer":[84,191],"subclasses":[85],"through":[86],"phenological":[88],"spectral":[90],"information":[91],"provided":[92],"by":[93],"series.":[97],"proposed":[99,172],"uses":[101,118],"self-organizing":[102],"maps":[103],"(SOMs)":[104],"reduce":[106],"data":[108],"dimensionality":[109],"creating":[110],"primary":[111,115],"clusters.":[112],"From":[113],"clusters,":[116],"it":[117],"hierarchical":[119],"clustering":[120],"create":[122],"subclusters":[123],"recognize":[125],"intra-class":[126],"intrinsic":[128],"different":[130],"regions":[131],"periods,":[133],"mainly":[134,193],"multiple":[139],"years.":[140],"To":[141],"show":[142],"how":[143],"works,":[146],"we":[147],"MODIS":[149],"associated":[153],"cropland":[157],"pasture":[159],"Cerrado":[163],"biome":[164],"Brazil.":[166],"results":[168],"prove":[169],"suitable":[175],"identifying":[177],"can":[187],"be":[188],"subclasses,":[192],"crop-types.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
