{"id":"https://openalex.org/W2955098767","doi":"https://doi.org/10.3390/rs11131582","title":"Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM)","display_name":"Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM)","publication_year":2019,"publication_date":"2019-07-03","ids":{"openalex":"https://openalex.org/W2955098767","doi":"https://doi.org/10.3390/rs11131582","mag":"2955098767"},"language":"en","primary_location":{"id":"doi:10.3390/rs11131582","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131582","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1582/pdf?version=1562254551","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/2072-4292/11/13/1582/pdf?version=1562254551","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003315831","display_name":"Masoud Mahdianpari","orcid":"https://orcid.org/0000-0002-7234-959X"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]},{"id":"https://openalex.org/I4210128769","display_name":"Centre For Cold Ocean Resources Engineering","ror":"https://ror.org/03bqa4029","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210128769"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Masoud Mahdianpari","raw_affiliation_strings":["C-CORE and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John\u2019s, NL A1B 3X5, Canada","C-CORE and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John's, NL A1B 3X5, Canada"],"affiliations":[{"raw_affiliation_string":"C-CORE and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John\u2019s, NL A1B 3X5, Canada","institution_ids":["https://openalex.org/I130438778","https://openalex.org/I4210128769"]},{"raw_affiliation_string":"C-CORE and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John's, NL A1B 3X5, Canada","institution_ids":["https://openalex.org/I130438778","https://openalex.org/I4210128769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081965789","display_name":"Fariba Mohammadimanesh","orcid":"https://orcid.org/0000-0002-9472-2324"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]},{"id":"https://openalex.org/I4210128769","display_name":"Centre For Cold Ocean Resources Engineering","ror":"https://ror.org/03bqa4029","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210128769"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fariba Mohammadimanesh","raw_affiliation_strings":["C-CORE and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John\u2019s, NL A1B 3X5, Canada","C-CORE and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John's, NL A1B 3X5, Canada"],"affiliations":[{"raw_affiliation_string":"C-CORE and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John\u2019s, NL A1B 3X5, Canada","institution_ids":["https://openalex.org/I130438778","https://openalex.org/I4210128769"]},{"raw_affiliation_string":"C-CORE and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John's, NL A1B 3X5, Canada","institution_ids":["https://openalex.org/I130438778","https://openalex.org/I4210128769"]}]},{"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"]},{"id":"https://openalex.org/I4390039273","display_name":"Ottawa Research and Development Centre","ror":"https://ror.org/03fx3ra47","country_code":null,"type":"facility","lineage":["https://openalex.org/I1331897569","https://openalex.org/I2802286613","https://openalex.org/I4390039273"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Heather McNairn","raw_affiliation_strings":["Ottawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, ON K1A 0C6, Canada"],"affiliations":[{"raw_affiliation_string":"Ottawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, ON K1A 0C6, Canada","institution_ids":["https://openalex.org/I1331897569","https://openalex.org/I4390039273"]}]},{"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"]},{"id":"https://openalex.org/I4390039273","display_name":"Ottawa Research and Development Centre","ror":"https://ror.org/03fx3ra47","country_code":null,"type":"facility","lineage":["https://openalex.org/I1331897569","https://openalex.org/I2802286613","https://openalex.org/I4390039273"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andrew Davidson","raw_affiliation_strings":["Ottawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, ON K1A 0C6, Canada"],"affiliations":[{"raw_affiliation_string":"Ottawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, ON K1A 0C6, Canada","institution_ids":["https://openalex.org/I1331897569","https://openalex.org/I4390039273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082835516","display_name":"Mohammad Rezaee","orcid":"https://orcid.org/0000-0001-6547-9612"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad Rezaee","raw_affiliation_strings":["CRC-Laboratory in Advanced Geomatics Image Processing, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, NB NB E3B 5A3, Canada"],"affiliations":[{"raw_affiliation_string":"CRC-Laboratory in Advanced Geomatics Image Processing, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, NB NB E3B 5A3, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038657698","display_name":"Bahram Salehi","orcid":"https://orcid.org/0000-0002-7742-5475"},"institutions":[{"id":"https://openalex.org/I1327163397","display_name":"State University of New York","ror":"https://ror.org/01q1z8k08","country_code":"US","type":"education","lineage":["https://openalex.org/I1327163397"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bahram Salehi","raw_affiliation_strings":["Environmental Resources Engineering, College of Environmental Science and Forestry, State University of New York, NY 13210, USA"],"affiliations":[{"raw_affiliation_string":"Environmental Resources Engineering, College of Environmental Science and Forestry, State University of New York, NY 13210, USA","institution_ids":["https://openalex.org/I1327163397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063724972","display_name":"Saeid Homayouni","orcid":"https://orcid.org/0000-0002-0214-5356"},"institutions":[{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Saeid Homayouni","raw_affiliation_strings":["Centre Eau Terre Environnement, Institut National de la Recherche Scientifique, Qu\u00e9bec, QC G1K 9A9, Canada"],"affiliations":[{"raw_affiliation_string":"Centre Eau Terre Environnement, Institut National de la Recherche Scientifique, Qu\u00e9bec, QC G1K 9A9, Canada","institution_ids":["https://openalex.org/I39481719"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5063724972"],"corresponding_institution_ids":["https://openalex.org/I39481719"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":39.0012,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.99478621,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":"13","first_page":"1582","last_page":"1582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.7759450674057007},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7019389867782593},{"id":"https://openalex.org/keywords/polarimetry","display_name":"Polarimetry","score":0.6622499227523804},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5282551050186157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4494646191596985},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.440083384513855},{"id":"https://openalex.org/keywords/backscatter","display_name":"Backscatter (email)","score":0.41388726234436035},{"id":"https://openalex.org/keywords/scattering","display_name":"Scattering","score":0.287152498960495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24533778429031372},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18515408039093018},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0872671902179718}],"concepts":[{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.7759450674057007},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7019389867782593},{"id":"https://openalex.org/C28493345","wikidata":"https://www.wikidata.org/wiki/Q899381","display_name":"Polarimetry","level":3,"score":0.6622499227523804},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5282551050186157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4494646191596985},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.440083384513855},{"id":"https://openalex.org/C30354325","wikidata":"https://www.wikidata.org/wiki/Q204667","display_name":"Backscatter (email)","level":3,"score":0.41388726234436035},{"id":"https://openalex.org/C191486275","wikidata":"https://www.wikidata.org/wiki/Q210028","display_name":"Scattering","level":2,"score":0.287152498960495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24533778429031372},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18515408039093018},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0872671902179718},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs11131582","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131582","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1582/pdf?version=1562254551","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:95534f3c530745f3a8fc93ab62ad4c97","is_oa":true,"landing_page_url":"https://doaj.org/article/95534f3c530745f3a8fc93ab62ad4c97","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 11, Iss 13, p 1582 (2019)","raw_type":"article"},{"id":"pmh:oai:espace.inrs.ca:9566","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400579","display_name":"EspaceINRS (National Institute for Scientific Research (Canada))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39481719","host_organization_name":"Institut National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I39481719"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/13/1582/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11131582","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 11; Issue 13; Pages: 1582","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11131582","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131582","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1582/pdf?version=1562254551","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334436","display_name":"Canadian Space Agency","ror":"https://ror.org/03a1gte98"},{"id":"https://openalex.org/F4320334595","display_name":"Agriculture and Agri-Food Canada","ror":"https://ror.org/051dzs374"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2955098767.pdf","grobid_xml":"https://content.openalex.org/works/W2955098767.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1843853251","https://openalex.org/W1970582325","https://openalex.org/W1984792953","https://openalex.org/W1999695055","https://openalex.org/W2001985844","https://openalex.org/W2003962096","https://openalex.org/W2014158985","https://openalex.org/W2017451641","https://openalex.org/W2021071797","https://openalex.org/W2037687375","https://openalex.org/W2052358442","https://openalex.org/W2054742083","https://openalex.org/W2056005514","https://openalex.org/W2061240006","https://openalex.org/W2064995156","https://openalex.org/W2078587853","https://openalex.org/W2081820160","https://openalex.org/W2081859028","https://openalex.org/W2097419478","https://openalex.org/W2115208023","https://openalex.org/W2127274371","https://openalex.org/W2132424470","https://openalex.org/W2138973222","https://openalex.org/W2145669224","https://openalex.org/W2145862305","https://openalex.org/W2148770922","https://openalex.org/W2261059368","https://openalex.org/W2269655503","https://openalex.org/W2290860818","https://openalex.org/W2473117762","https://openalex.org/W2569461747","https://openalex.org/W2598787085","https://openalex.org/W2622259492","https://openalex.org/W2653148934","https://openalex.org/W2757797739","https://openalex.org/W2763337526","https://openalex.org/W2763835132","https://openalex.org/W2766892813","https://openalex.org/W2767953525","https://openalex.org/W2782438771","https://openalex.org/W2806676663","https://openalex.org/W2811244448","https://openalex.org/W2883315788","https://openalex.org/W2884821113","https://openalex.org/W2889690884","https://openalex.org/W2900297845","https://openalex.org/W2907459272","https://openalex.org/W2911964244","https://openalex.org/W2920176286","https://openalex.org/W6650530507","https://openalex.org/W6752721565","https://openalex.org/W6754357208"],"related_works":["https://openalex.org/W2026860918","https://openalex.org/W2035593284","https://openalex.org/W4386259002","https://openalex.org/W2225281849","https://openalex.org/W1546989560","https://openalex.org/W2612145225","https://openalex.org/W2161058488","https://openalex.org/W3193043704","https://openalex.org/W4252699458","https://openalex.org/W2469797871"],"abstract_inverted_index":{"Despite":[0],"recent":[1],"research":[2],"on":[3,114,262],"the":[4,20,40,73,84,87,115,150,166,174,202,221,225,264,269,275,292,304],"potential":[5,55,85],"of":[6,22,36,42,86,176,235,257,277,284,295],"dual-":[7],"(DP)":[8],"and":[9,62,127,138,152,188,229,268,287,298],"full-polarimetry":[10],"(FP)":[11],"Synthetic":[12],"Aperture":[13],"Radar":[14],"(SAR)":[15],"data":[16,27,44,130,148,169,191],"for":[17,56,98,144,170],"crop":[18,58,99,171,278],"mapping,":[19,172],"capability":[21],"compact":[23],"polarimetry":[24],"(CP)":[25],"SAR":[26,64,96,120,129,147,163,190,203,231,300],"has":[28],"not":[29,77],"yet":[30,66],"been":[31],"thoroughly":[32],"investigated.":[33,79],"This":[34],"is":[35,76],"particular":[37],"concern,":[38],"given":[39,247],"availability":[41],"such":[43],"from":[45,118,186],"RADARSAT":[46],"Constellation":[47],"Mission":[48],"(RCM)":[49],"shortly.":[50],"Previous":[51],"studies":[52],"have":[53],"illustrated":[54],"accurate":[57],"mapping":[59,100],"using":[60,149,291,303],"DP":[61,126,299],"FP":[63,119,189,228],"features,":[65],"what":[67],"contribution":[68],"each":[69],"feature":[70],"makes":[71],"to":[72,89,93,201,217,220],"model":[74],"accuracy":[75,175,276],"well":[78,123],"Accordingly,":[80],"this":[81],"study":[82],"examined":[83],"early-":[88],"mid-season":[90],"(i.e.,":[91],"May":[92],"July)":[94],"RADARSAT-2":[95],"images":[97],"in":[101,105,239,243],"an":[102],"agricultural":[103],"region":[104],"Manitoba,":[106],"Canada.":[107],"Various":[108],"classification":[109,157,179,198,245],"scenarios":[110],"were":[111,142,215,252,289],"defined":[112],"based":[113,261],"extracted":[116,185,250],"features":[117,184,213,237,251,260,294],"data,":[121,301],"as":[122,124],"simulated":[125],"CP":[128,187,230],"at":[131],"two":[132],"different":[133],"noise":[134],"floors.":[135],"Both":[136],"overall":[137,244,282],"individual":[139],"class":[140],"accuracies":[141,199,283],"compared":[143,200],"multi-temporal,":[145],"multi-polarization":[146],"pixel-":[151],"object-based":[153,305],"random":[154],"forest":[155],"(RF)":[156],"schemes.":[158],"The":[159,207],"late":[160],"July":[161],"C-band":[162],"observation":[164],"was":[165,180],"most":[167,226],"useful":[168],"but":[173],"single-date":[177],"image":[178],"insufficient.":[181],"Polarimetric":[182],"decomposition":[183],"produced":[192],"relatively":[193],"equal":[194],"or":[195],"slightly":[196],"better":[197],"backscattering":[204],"intensity":[205],"features.":[206],"RF":[208,270,306],"variable":[209,271],"importance":[210,272],"analysis":[211],"revealed":[212],"that":[214,248],"sensitive":[216],"depolarization":[218],"due":[219],"volume":[222],"scattering":[223],"are":[224],"important":[227],"data.":[232],"Synergistic":[233],"use":[234],"all":[236],"resulted":[238],"a":[240],"marginal":[241],"improvement":[242],"accuracies,":[246],"several":[249],"highly":[253,258],"correlated.":[254],"A":[255],"reduction":[256],"correlated":[259],"integrating":[263],"Spearman":[265],"correlation":[266],"coefficient":[267],"analyses":[273],"boosted":[274],"classification.":[279],"In":[280],"particular,":[281],"88.23%,":[285],"82.12%,":[286],"77.35%":[288],"achieved":[290],"optimized":[293],"FP,":[296],"CP,":[297],"respectively,":[302],"algorithm.":[307]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
