{"id":"https://openalex.org/W4290998930","doi":"https://doi.org/10.3390/rs14163889","title":"Crop Classification Based on GDSSM-CNN Using Multi-Temporal RADARSAT-2 SAR with Limited Labeled Data","display_name":"Crop Classification Based on GDSSM-CNN Using Multi-Temporal RADARSAT-2 SAR with Limited Labeled Data","publication_year":2022,"publication_date":"2022-08-11","ids":{"openalex":"https://openalex.org/W4290998930","doi":"https://doi.org/10.3390/rs14163889"},"language":"en","primary_location":{"id":"doi:10.3390/rs14163889","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14163889","pdf_url":"https://www.mdpi.com/2072-4292/14/16/3889/pdf?version=1660805343","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/2072-4292/14/16/3889/pdf?version=1660805343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100457028","display_name":"Heping Li","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heping Li","raw_affiliation_strings":["Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng 475004, China","Henan Key Laboratory of Big Data Analysis and Processing, Henan University, Kaifeng 475004, China","School of Computer and Information Engineering, Henan University, Kaifeng 475004, China"],"affiliations":[{"raw_affiliation_string":"Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"Henan Key Laboratory of Big Data Analysis and Processing, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460397","display_name":"Jing Lu","orcid":"https://orcid.org/0009-0007-1590-3738"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210092591","display_name":"China Centre for Resources Satellite Data and Application","ror":"https://ror.org/00ft0fw96","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210092591"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Lu","raw_affiliation_strings":["Land Satellite Remote Sensing Application Center, Ministry of Natural Resources, Beijing 100048, China"],"affiliations":[{"raw_affiliation_string":"Land Satellite Remote Sensing Application Center, Ministry of Natural Resources, Beijing 100048, China","institution_ids":["https://openalex.org/I4210092591","https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047017920","display_name":"Guixiang Tian","orcid":"https://orcid.org/0000-0001-6282-269X"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guixiang Tian","raw_affiliation_strings":["Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng 475004, China","Henan Key Laboratory of Big Data Analysis and Processing, Henan University, Kaifeng 475004, China","School of Computer and Information Engineering, Henan University, Kaifeng 475004, China"],"affiliations":[{"raw_affiliation_string":"Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"Henan Key Laboratory of Big Data Analysis and Processing, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111234086","display_name":"Huijin Yang","orcid":"https://orcid.org/0009-0005-8495-5668"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huijin Yang","raw_affiliation_strings":["Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng 475004, China","Henan Key Laboratory of Big Data Analysis and Processing, Henan University, Kaifeng 475004, China","School of Computer and Information Engineering, Henan University, Kaifeng 475004, China"],"affiliations":[{"raw_affiliation_string":"Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"Henan Key Laboratory of Big Data Analysis and Processing, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087761984","display_name":"Jianhui Zhao","orcid":"https://orcid.org/0000-0002-3027-9837"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Zhao","raw_affiliation_strings":["Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng 475004, China","Henan Key Laboratory of Big Data Analysis and Processing, Henan University, Kaifeng 475004, China","School of Computer and Information Engineering, Henan University, Kaifeng 475004, China"],"affiliations":[{"raw_affiliation_string":"Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"Henan Key Laboratory of Big Data Analysis and Processing, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100369025","display_name":"Ning Li","orcid":"https://orcid.org/0000-0002-4358-6449"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Li","raw_affiliation_strings":["Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng 475004, China","Henan Key Laboratory of Big Data Analysis and Processing, Henan University, Kaifeng 475004, China","School of Computer and Information Engineering, Henan University, Kaifeng 475004, China"],"affiliations":[{"raw_affiliation_string":"Henan Engineering Research Center of Intelligent Technology and Application, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"Henan Key Laboratory of Big Data Analysis and Processing, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]},{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University, Kaifeng 475004, China","institution_ids":["https://openalex.org/I173899330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5111234086"],"corresponding_institution_ids":["https://openalex.org/I173899330"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":10.1961,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.97441633,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"14","issue":"16","first_page":"3889","last_page":"3889"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9966999888420105,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9954000115394592,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6859200596809387},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6742004752159119},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6674275994300842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6346532106399536},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6134557127952576},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4652356207370758},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43516087532043457},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4150632619857788},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3863148093223572},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.18737998604774475},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07682070136070251}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6859200596809387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6742004752159119},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6674275994300842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6346532106399536},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6134557127952576},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4652356207370758},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43516087532043457},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4150632619857788},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3863148093223572},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18737998604774475},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07682070136070251}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14163889","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14163889","pdf_url":"https://www.mdpi.com/2072-4292/14/16/3889/pdf?version=1660805343","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:2ea1ee065d8c42f49728cfd1b03955ec","is_oa":true,"landing_page_url":"https://doaj.org/article/2ea1ee065d8c42f49728cfd1b03955ec","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 16, p 3889 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/16/3889/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14163889","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14163889","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14163889","pdf_url":"https://www.mdpi.com/2072-4292/14/16/3889/pdf?version=1660805343","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.49000000953674316,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G109687785","display_name":null,"funder_award_id":"21A520004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2597775472","display_name":null,"funder_award_id":"21013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3483363387","display_name":null,"funder_award_id":"2102005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4459724301","display_name":null,"funder_award_id":"12102210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5072235292","display_name":null,"funder_award_id":"212102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5738079961","display_name":null,"funder_award_id":"212102210093","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6099630210","display_name":null,"funder_award_id":"42101386","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6338790271","display_name":null,"funder_award_id":"222102110439","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6884967817","display_name":null,"funder_award_id":"22102110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7570365276","display_name":null,"funder_award_id":"52002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8460807680","display_name":null,"funder_award_id":"22A520021","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4290998930.pdf","grobid_xml":"https://content.openalex.org/works/W4290998930.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1656974909","https://openalex.org/W2116520955","https://openalex.org/W2141424348","https://openalex.org/W2169087452","https://openalex.org/W2611890062","https://openalex.org/W2752788177","https://openalex.org/W2774803778","https://openalex.org/W2796164191","https://openalex.org/W2800859061","https://openalex.org/W2803114652","https://openalex.org/W2805508018","https://openalex.org/W2901901507","https://openalex.org/W2903282641","https://openalex.org/W2906799152","https://openalex.org/W2907663452","https://openalex.org/W2912822096","https://openalex.org/W2914237936","https://openalex.org/W2919016474","https://openalex.org/W2929637356","https://openalex.org/W2940995511","https://openalex.org/W2945365803","https://openalex.org/W2946413603","https://openalex.org/W2950123358","https://openalex.org/W2953817828","https://openalex.org/W2955928210","https://openalex.org/W2977208407","https://openalex.org/W2991601959","https://openalex.org/W3007765580","https://openalex.org/W3009518842","https://openalex.org/W3010061138","https://openalex.org/W3026975067","https://openalex.org/W3122279293","https://openalex.org/W3138000966","https://openalex.org/W3150687497","https://openalex.org/W3151208719","https://openalex.org/W3184682299","https://openalex.org/W3193949974","https://openalex.org/W3205323849","https://openalex.org/W3211300303","https://openalex.org/W4206420443","https://openalex.org/W4210367878","https://openalex.org/W4213235728","https://openalex.org/W4214912962","https://openalex.org/W4220752059","https://openalex.org/W4220942385","https://openalex.org/W4224250287","https://openalex.org/W4226438215","https://openalex.org/W4281770639","https://openalex.org/W4313229413","https://openalex.org/W6750320670","https://openalex.org/W6760223068","https://openalex.org/W6806711417"],"related_works":["https://openalex.org/W2952813363","https://openalex.org/W2911497689","https://openalex.org/W4360783045","https://openalex.org/W2963346891","https://openalex.org/W2770149305","https://openalex.org/W2972076240","https://openalex.org/W3167930666","https://openalex.org/W3014952856","https://openalex.org/W2964843961","https://openalex.org/W4210966920"],"abstract_inverted_index":{"Crop":[0],"classification":[1,37,51,229],"is":[2,66,115,174],"an":[3,168],"important":[4],"part":[5],"of":[6,32,39,101,133,148,154,158,171,197,219,228],"crop":[7,26,50,95,240],"management":[8],"and":[9,59,86,108,122,140,156,176,183,201],"yield":[10],"estimation.":[11],"In":[12,42,127,152,188],"recent":[13],"years,":[14],"neural":[15,40,63,91],"networks":[16],"have":[17],"made":[18],"great":[19],"progress":[20],"in":[21,68,145,208,230],"synthetic":[22],"aperture":[23],"radar":[24,118],"(SAR)":[25],"classification.":[27,96,241],"However,":[28],"the":[29,36,76,88,109,131,134,137,146,160,164,180,184,190,204,226],"insufficient":[30],"number":[31,100,196,218],"labeled":[33],"samples":[34],"limits":[35],"performance":[38],"networks.":[41],"order":[43,128],"to":[44,129,214],"solve":[45],"this":[46,69],"problem,":[47],"a":[48,60,98,149,194,216,231],"new":[49,237],"method":[52,72,81,139,142,162,182,192],"combining":[53],"geodesic":[54,77],"distance":[55,78],"spectral":[56,79],"similarity":[57,80,85],"measurement":[58,199],"one-dimensional":[61,89],"convolutional":[62,90],"network":[64,92],"(GDSSM-CNN)":[65],"proposed":[67],"study.":[70],"The":[71],"consisted":[73],"of:":[74],"(1)":[75],"(GDSSM)":[82],"for":[83,94,239],"obtaining":[84],"(2)":[87],"model":[93,113],"Thereinto,":[97],"large":[99,217],"training":[102,220],"data":[103,213],"are":[104,143],"extracted":[105],"by":[106,125],"GDSSM":[107,138,181],"generalized":[110],"volume":[111],"scattering":[112],"which":[114,173,222,234],"based":[116],"on":[117],"vegetation":[119],"index":[120],"(GRVI),":[121],"then":[123],"classified":[124],"1D-CNN.":[126],"prove":[130],"effectiveness":[132],"GDSSM-CNN":[135,161,191],"method,":[136,186],"1D-CNN":[141,185],"compared":[144],"case":[147],"limited":[150],"sample.":[151],"terms":[153],"evaluation":[155],"verification":[157],"methods,":[159],"has":[163,235],"highest":[165],"accuracy,":[166],"with":[167],"accuracy":[169,227],"rate":[170],"91.2%,":[172],"19.94%":[175],"23.91%":[177],"higher":[178],"than":[179],"respectively.":[187],"general,":[189],"uses":[193,203],"small":[195],"ground":[198],"samples,":[200,221],"it":[202],"rich":[205],"polarity":[206],"information":[207],"multi-temporal":[209],"fully":[210],"polarized":[211],"SAR":[212],"obtain":[215],"can":[223],"quickly":[224],"improve":[225],"short":[232],"time,":[233],"more":[236],"inspiration":[238]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
