{"id":"https://openalex.org/W2984342694","doi":"https://doi.org/10.1109/igarss.2019.8898364","title":"Using Dense Time-Series of C-Band Sar Imagery for Classification of Diverse, Worldwide Agricultural Systems","display_name":"Using Dense Time-Series of C-Band Sar Imagery for Classification of Diverse, Worldwide Agricultural Systems","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2984342694","doi":"https://doi.org/10.1109/igarss.2019.8898364","mag":"2984342694"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2019.8898364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2019.8898364","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048522595","display_name":"Laura Dingle Robertson","orcid":"https://orcid.org/0000-0002-9372-1952"},"institutions":[{"id":"https://openalex.org/I1331897569","display_name":"Agriculture and Agri-Food Canada","ror":"https://ror.org/051dzs374","country_code":"CA","type":"government","lineage":["https://openalex.org/I1331897569","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Laura Dingle Robertson","raw_affiliation_strings":["Agriculture and Agri-Food Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agriculture and Agri-Food Canada","institution_ids":["https://openalex.org/I1331897569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001597908","display_name":"Milena Planells","orcid":"https://orcid.org/0000-0002-7189-2654"},"institutions":[{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Milena Planells","raw_affiliation_strings":["CESBIO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESBIO","institution_ids":["https://openalex.org/I4210100083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053178186","display_name":"Silvia Valero","orcid":"https://orcid.org/0000-0002-5001-9450"},"institutions":[{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Silvia Valero","raw_affiliation_strings":["CESBIO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESBIO","institution_ids":["https://openalex.org/I4210100083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081617075","display_name":"Nima Ahmadian","orcid":"https://orcid.org/0000-0003-3676-1840"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nima Ahmadian","raw_affiliation_strings":["Julius-Maximilians-Universit\u00e4t W\u00fcrzburg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Julius-Maximilians-Universit\u00e4t W\u00fcrzburg","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043676681","display_name":"Alisa W. Coffin","orcid":"https://orcid.org/0000-0003-1608-1776"},"institutions":[{"id":"https://openalex.org/I4210092482","display_name":"Southeast Watershed Research Laboratory","ror":"https://ror.org/00kj82e71","country_code":"US","type":"facility","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307","https://openalex.org/I4210092482","https://openalex.org/I4210122704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alisa Coffin","raw_affiliation_strings":["USDA-ARS Southeast Watershed Research Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USDA-ARS Southeast Watershed Research Laboratory","institution_ids":["https://openalex.org/I4210092482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016124948","display_name":"David D. Bosch","orcid":"https://orcid.org/0000-0001-9021-8705"},"institutions":[{"id":"https://openalex.org/I4210092482","display_name":"Southeast Watershed Research Laboratory","ror":"https://ror.org/00kj82e71","country_code":"US","type":"facility","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307","https://openalex.org/I4210092482","https://openalex.org/I4210122704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Bosch","raw_affiliation_strings":["USDA-ARS Southeast Watershed Research Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USDA-ARS Southeast Watershed Research Laboratory","institution_ids":["https://openalex.org/I4210092482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025247468","display_name":"Michael H. Cosh","orcid":"https://orcid.org/0000-0003-4776-1918"},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael H. Cosh","raw_affiliation_strings":["USDA-ARS Hydrology and Remote Sensing Laboratory, BARC-West"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USDA-ARS Hydrology and Remote Sensing Laboratory, BARC-West","institution_ids":["https://openalex.org/I1312222531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050229976","display_name":"Paul Siqueira","orcid":"https://orcid.org/0000-0001-5781-8282"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Siqueira","raw_affiliation_strings":["University of Massachusetts Amherst"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074248754","display_name":"Bruno Basso","orcid":"https://orcid.org/0000-0003-2090-4616"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bruno Basso","raw_affiliation_strings":["Michigan State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076102162","display_name":"Nicanor Z. Saliendra","orcid":"https://orcid.org/0000-0003-0812-4801"},"institutions":[{"id":"https://openalex.org/I4210143105","display_name":"Northern Great Plains Research Laboratory","ror":"https://ror.org/0474dxd36","country_code":"US","type":"facility","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307","https://openalex.org/I4210143105","https://openalex.org/I4210145274"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicanor Saliendra","raw_affiliation_strings":["USDA-ARS Northern Great Plains Research Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USDA-ARS Northern Great Plains Research Laboratory","institution_ids":["https://openalex.org/I4210143105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012494631","display_name":"Andrew Davidson","orcid":"https://orcid.org/0000-0003-3784-682X"},"institutions":[{"id":"https://openalex.org/I1331897569","display_name":"Agriculture and Agri-Food Canada","ror":"https://ror.org/051dzs374","country_code":"CA","type":"government","lineage":["https://openalex.org/I1331897569","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andrew Davidson","raw_affiliation_strings":["Agriculture and Agri-Food Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agriculture and Agri-Food Canada","institution_ids":["https://openalex.org/I1331897569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040448854","display_name":"Heather McNairn","orcid":"https://orcid.org/0000-0003-1006-0018"},"institutions":[{"id":"https://openalex.org/I1331897569","display_name":"Agriculture and Agri-Food Canada","ror":"https://ror.org/051dzs374","country_code":"CA","type":"government","lineage":["https://openalex.org/I1331897569","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Heather McNairn","raw_affiliation_strings":["Agriculture and Agri-Food Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agriculture and Agri-Food Canada","institution_ids":["https://openalex.org/I1331897569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043147444","display_name":"Mehdi Hosseini","orcid":"https://orcid.org/0000-0003-3242-613X"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mehdi Hosseini","raw_affiliation_strings":["Carleton University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carleton University","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072074053","display_name":"Scott Mitchell","orcid":"https://orcid.org/0000-0003-4657-0706"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Scott Mitchell","raw_affiliation_strings":["Carleton University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carleton University","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049795526","display_name":"Diego de Abelleyra","orcid":"https://orcid.org/0000-0003-2752-1132"},"institutions":[{"id":"https://openalex.org/I4210107052","display_name":"Instituto Nacional de Tecnologia","ror":"https://ror.org/012ang229","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210107052","https://openalex.org/I4210151455"]},{"id":"https://openalex.org/I4210153948","display_name":"National Agricultural Technology Institute","ror":"https://ror.org/04wm52x94","country_code":"AR","type":"funder","lineage":["https://openalex.org/I4210153948"]}],"countries":["AR","BR"],"is_corresponding":false,"raw_author_name":"Diego de Abelleyra","raw_affiliation_strings":["Instituto de Clima y Agua, Instituto Nacional de Tecnolog\u00eda Agropecuaria (INTA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Clima y Agua, Instituto Nacional de Tecnolog\u00eda Agropecuaria (INTA)","institution_ids":["https://openalex.org/I4210107052","https://openalex.org/I4210153948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037658572","display_name":"Santiago R. Ver\u00f3n","orcid":"https://orcid.org/0000-0002-2836-1751"},"institutions":[{"id":"https://openalex.org/I4210107052","display_name":"Instituto Nacional de Tecnologia","ror":"https://ror.org/012ang229","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210107052","https://openalex.org/I4210151455"]},{"id":"https://openalex.org/I4210153948","display_name":"National Agricultural Technology Institute","ror":"https://ror.org/04wm52x94","country_code":"AR","type":"funder","lineage":["https://openalex.org/I4210153948"]}],"countries":["AR","BR"],"is_corresponding":false,"raw_author_name":"Santiago Veron","raw_affiliation_strings":["Instituto de Clima y Agua, Instituto Nacional de Tecnolog\u00eda Agropecuaria (INTA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Clima y Agua, Instituto Nacional de Tecnolog\u00eda Agropecuaria (INTA)","institution_ids":["https://openalex.org/I4210107052","https://openalex.org/I4210153948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055338308","display_name":"Pierre Defourny","orcid":null},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Pierre Defourny","raw_affiliation_strings":["Universit\u00e9 catholique de Louvain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 catholique de Louvain","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049524802","display_name":"Guerric Le Maire","orcid":"https://orcid.org/0000-0002-5227-958X"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guerric le Maire","raw_affiliation_strings":["CIRAD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIRAD","institution_ids":["https://openalex.org/I131077856"]}]}],"institutions":[],"countries_distinct_count":7,"institutions_distinct_count":18,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1736,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61035762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"6231","last_page":"6234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9995999932289124,"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":0.9995999932289124,"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/T10616","display_name":"Smart Agriculture and AI","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.8509476184844971},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6910762786865234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5995673537254333},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.503964364528656},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.46317675709724426},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4472075402736664},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4191119968891144},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3597269356250763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2765836715698242},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20103228092193604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1647396683692932},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12480762600898743},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.11087700724601746}],"concepts":[{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.8509476184844971},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6910762786865234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5995673537254333},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.503964364528656},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.46317675709724426},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4472075402736664},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4191119968891144},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3597269356250763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2765836715698242},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20103228092193604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1647396683692932},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12480762600898743},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.11087700724601746},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/igarss.2019.8898364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2019.8898364","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04920715v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04920715","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.6231-6234, ⟨10.1109/igarss.2019.8898364⟩","raw_type":"Conference papers"},{"id":"pmh:oai:agritrop.cirad.fr:605044","is_oa":false,"landing_page_url":"http://agritrop.cirad.fr/605044/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402311","display_name":"Agritrop (Cirad)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I131077856","host_organization_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","host_organization_lineage":["https://openalex.org/I131077856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium proceedings","raw_type":"conference_item"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7400000095367432,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W561088580","https://openalex.org/W2014158985","https://openalex.org/W2114828048","https://openalex.org/W2125384310","https://openalex.org/W2162457349","https://openalex.org/W2331071973","https://openalex.org/W2473998617","https://openalex.org/W2561925977","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3171520305","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W3111202361","https://openalex.org/W1550175370","https://openalex.org/W1990205660","https://openalex.org/W3090835540"],"abstract_inverted_index":{"Cloudy":[0],"conditions":[1],"impede":[2],"and":[3,15,23,51,64,92,103,116,131,149,166,170],"reduce":[4],"the":[5,11,17,24,28,142,181,214],"utility":[6],"of":[7,13,20,27,36,95,136,144,158,162,168,188,200,216],"optical":[8,70,217],"imagery.":[9,71],"With":[10],"launch":[12,26],"Sentinel-1A":[14],"B,":[16],"ongoing":[18],"availability":[19,215],"RADARSAT-2":[21,102],"imagery,":[22],"expected":[25],"RADARSAT":[29],"Constellation":[30],"Mission":[31],"(RCM),":[32],"dense":[33,96,146,182],"time":[34],"series":[35],"C-band":[37],"Synthetic":[38],"Aperture":[39],"Radar":[40],"(SAR)":[41],"data":[42,105,172],"will":[43],"now":[44],"be":[45,58],"readily":[46],"available.":[47],"For":[48],"crop":[49,90,176],"classification":[50,122],"mapping,":[52],"SAR":[53,74,98,128,164,184],"imagery":[54,99,165,218],"has":[55,65],"yet":[56],"to":[57,60,84,126,132],"used":[59],"its":[61],"full":[62],"potential":[63],"generally":[66],"been":[67],"combined":[68],"with":[69],"The":[72],"JECAM":[73],"Inter-Comparison":[75],"Experiment":[76],"is":[77,219],"a":[78,192],"multi-year,":[79],"multi-partner":[80],"project":[81],"that":[82],"aims":[83],"compare":[85],"global":[86],"methods":[87],"for":[88,108,174,180,198,209],"SAR-based":[89],"monitoring":[91],"inventory.":[93],"Sets":[94],"time-series":[97,147,183],"which":[100],"include":[101],"Sentinel-1":[104],"were":[106,124,153,196],"prepared":[107],"this":[109],"experiment.":[110],"AAFC's":[111],"operational":[112,194,207],"Decision":[113],"Tree":[114],"(DT)":[115],"newly":[117],"implemented":[118],"Random":[119],"Forest":[120],"(RF)":[121],"methodologies":[123],"applied":[125],"these":[127,145,151],"only":[129],"data-stacks,":[130],"optimized,":[133],"traditional":[134],"data-stacks":[135],"optical/SAR":[137],"combinations.":[138],"This":[139],"paper":[140],"outlines":[141],"results":[143,152,204],"classifications":[148],"how":[150],"affected":[154],"by":[155],"changing":[156],"numbers":[157,161,167],"agriculture":[159],"classes,":[160],"available":[163],"training":[169],"validation":[171],"points":[173],"individual":[175],"types.":[177],"In":[178],"general,":[179],"stacks,":[185],"overall":[186],"accuracies":[187],"greater":[189],"than":[190],"85%,":[191],"typical":[193],"goal,":[195],"obtained":[197],"6":[199],"12":[201],"sites.":[202],"These":[203],"have":[205],"important":[206],"implications":[208],"particularly":[210],"cloudy":[211],"regions":[212],"where":[213],"limited.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2019-11-22T00:00:00"}