{"id":"https://openalex.org/W4394580740","doi":"https://doi.org/10.1016/j.ecoinf.2024.102594","title":"Tradeoffs among multi-source remote sensing images, spatial resolution, and accuracy for the classification of wetland plant species and surface objects based on the MRS_DeepLabV3+ model","display_name":"Tradeoffs among multi-source remote sensing images, spatial resolution, and accuracy for the classification of wetland plant species and surface objects based on the MRS_DeepLabV3+ model","publication_year":2024,"publication_date":"2024-04-08","ids":{"openalex":"https://openalex.org/W4394580740","doi":"https://doi.org/10.1016/j.ecoinf.2024.102594"},"language":"en","primary_location":{"id":"doi:10.1016/j.ecoinf.2024.102594","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2024.102594","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.ecoinf.2024.102594","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034703715","display_name":"Zizhen Chen","orcid":"https://orcid.org/0000-0001-8455-3769"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zizhen Chen","raw_affiliation_strings":["College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058500205","display_name":"Jianjun Chen","orcid":"https://orcid.org/0000-0001-9464-3442"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]},{"id":"https://openalex.org/I4210107235","display_name":"Institute of Subtropical Agriculture","ror":"https://ror.org/01hh9ag93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210107235"]},{"id":"https://openalex.org/I4210151662","display_name":"Zhanjiang Experimental Station","ror":"https://ror.org/05rvyrg53","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210127390","https://openalex.org/I4210151662","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianjun Chen","raw_affiliation_strings":["College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","Guangxi Key Laboratory of Spatial Information and Geomatics, Guilin University of Technology Guilin 541004, China","Huanjiang Observation and Research Station for Karst Eco-systems, Huanjiang 547100, China","Key Laboratory of Agro-ecological Processes in Subtropical Region, Institute of Subtropical Agriculture, Chinese Academy of Sciences, Changsha 410125, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Spatial Information and Geomatics, Guilin University of Technology Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"Huanjiang Observation and Research Station for Karst Eco-systems, Huanjiang 547100, China","institution_ids":["https://openalex.org/I4210151662"]},{"raw_affiliation_string":"Key Laboratory of Agro-ecological Processes in Subtropical Region, Institute of Subtropical Agriculture, Chinese Academy of Sciences, Changsha 410125, China","institution_ids":["https://openalex.org/I4210107235","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021840104","display_name":"Yuemin Yue","orcid":"https://orcid.org/0000-0001-8972-9671"},"institutions":[{"id":"https://openalex.org/I4210107235","display_name":"Institute of Subtropical Agriculture","ror":"https://ror.org/01hh9ag93","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210107235"]},{"id":"https://openalex.org/I4210151662","display_name":"Zhanjiang Experimental Station","ror":"https://ror.org/05rvyrg53","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210127390","https://openalex.org/I4210151662","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuemin Yue","raw_affiliation_strings":["Huanjiang Observation and Research Station for Karst Eco-systems, Huanjiang 547100, China","Key Laboratory of Agro-ecological Processes in Subtropical Region, Institute of Subtropical Agriculture, Chinese Academy of Sciences, Changsha 410125, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huanjiang Observation and Research Station for Karst Eco-systems, Huanjiang 547100, China","institution_ids":["https://openalex.org/I4210151662"]},{"raw_affiliation_string":"Key Laboratory of Agro-ecological Processes in Subtropical Region, Institute of Subtropical Agriculture, Chinese Academy of Sciences, Changsha 410125, China","institution_ids":["https://openalex.org/I4210107235","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016232197","display_name":"Yanping Lan","orcid":null},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanping Lan","raw_affiliation_strings":["College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101408244","display_name":"Ming Ling","orcid":"https://orcid.org/0009-0001-4629-4812"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Ling","raw_affiliation_strings":["College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090300302","display_name":"Xinhong Li","orcid":"https://orcid.org/0000-0002-8455-0442"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhong Li","raw_affiliation_strings":["College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037958005","display_name":"Haotian You","orcid":"https://orcid.org/0000-0002-9881-949X"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian You","raw_affiliation_strings":["College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","Guangxi Key Laboratory of Spatial Information and Geomatics, Guilin University of Technology Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Spatial Information and Geomatics, Guilin University of Technology Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080535422","display_name":"Xiaowen Han","orcid":"https://orcid.org/0000-0002-7978-1262"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowen Han","raw_affiliation_strings":["College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","Guangxi Key Laboratory of Spatial Information and Geomatics, Guilin University of Technology Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Spatial Information and Geomatics, Guilin University of Technology Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075826136","display_name":"Guoqing Zhou","orcid":"https://orcid.org/0000-0001-8295-0496"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqing Zhou","raw_affiliation_strings":["College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","Guangxi Key Laboratory of Spatial Information and Geomatics, Guilin University of Technology Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geomatics and Geoinformation, Guilin University of Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Spatial Information and Geomatics, Guilin University of Technology Guilin 541004, China","institution_ids":["https://openalex.org/I38706770"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5058500205"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I38706770","https://openalex.org/I4210107235","https://openalex.org/I4210151662"],"apc_list":{"value":2510,"currency":"USD","value_usd":2510},"apc_paid":{"value":2510,"currency":"USD","value_usd":2510},"fwci":3.6825,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93447067,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"81","issue":null,"first_page":"102594","last_page":"102594"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9797000288963318,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9797000288963318,"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/T14359","display_name":"Wetland Management and Conservation","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9692000150680542,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7548209428787231},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.6392011046409607},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.505462646484375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4714917838573456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43905389308929443},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.4213692843914032},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.41619569063186646},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.38097190856933594},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32831406593322754},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32314562797546387},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3057364225387573}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7548209428787231},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.6392011046409607},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.505462646484375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4714917838573456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43905389308929443},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.4213692843914032},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.41619569063186646},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.38097190856933594},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32831406593322754},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32314562797546387},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3057364225387573},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ecoinf.2024.102594","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2024.102594","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.ecoinf.2024.102594","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2024.102594","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W2052331316","https://openalex.org/W2081895269","https://openalex.org/W2094677081","https://openalex.org/W2095028777","https://openalex.org/W2144362041","https://openalex.org/W2144793812","https://openalex.org/W2282484194","https://openalex.org/W2489920132","https://openalex.org/W2525592260","https://openalex.org/W2587456632","https://openalex.org/W2620234846","https://openalex.org/W2770654566","https://openalex.org/W2793091350","https://openalex.org/W2803003377","https://openalex.org/W2811244448","https://openalex.org/W2914709307","https://openalex.org/W2919115771","https://openalex.org/W2942497932","https://openalex.org/W2947113878","https://openalex.org/W2951537294","https://openalex.org/W2964711148","https://openalex.org/W2970773259","https://openalex.org/W2991424319","https://openalex.org/W2998595112","https://openalex.org/W3016345523","https://openalex.org/W3084094075","https://openalex.org/W3087791147","https://openalex.org/W3093676244","https://openalex.org/W3113674719","https://openalex.org/W3115319128","https://openalex.org/W3124539583","https://openalex.org/W3133407985","https://openalex.org/W3136563782","https://openalex.org/W3147119275","https://openalex.org/W3167855040","https://openalex.org/W3185126113","https://openalex.org/W3193873866","https://openalex.org/W3200987065","https://openalex.org/W3204157259","https://openalex.org/W3215364353","https://openalex.org/W4213452082","https://openalex.org/W4291710846","https://openalex.org/W4292058731","https://openalex.org/W4304689780","https://openalex.org/W4307450198","https://openalex.org/W4308039940","https://openalex.org/W4308105857","https://openalex.org/W4308929873","https://openalex.org/W4309269389","https://openalex.org/W4309575816","https://openalex.org/W4310356289","https://openalex.org/W4316468184","https://openalex.org/W4322501832","https://openalex.org/W4322502535","https://openalex.org/W4323928884","https://openalex.org/W4361027233","https://openalex.org/W4382280881","https://openalex.org/W4382897005","https://openalex.org/W4383103623","https://openalex.org/W4383262716","https://openalex.org/W4385383354","https://openalex.org/W4385738167","https://openalex.org/W4387534567","https://openalex.org/W4389683018","https://openalex.org/W4390909999","https://openalex.org/W4391051553","https://openalex.org/W4392376071","https://openalex.org/W6663476391","https://openalex.org/W6762179640","https://openalex.org/W6772125721","https://openalex.org/W6784348961","https://openalex.org/W6798735713","https://openalex.org/W6801546078","https://openalex.org/W6846364243","https://openalex.org/W6847136118","https://openalex.org/W6850087262","https://openalex.org/W6850361463","https://openalex.org/W6852391155"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W4379231730","https://openalex.org/W1987967678","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2369060955","https://openalex.org/W2383151488"],"abstract_inverted_index":{"Classification":[0],"of":[1,22,28,46,60,138,193,202,219],"wetland":[2,47,112,242],"plant":[3],"species":[4],"(PlatSpe)":[5],"and":[6,24,35,49,64,86,108,110,114,153,163,178,184,237,244],"surface":[7],"objects":[8],"(SurfObj)":[9],"in":[10,78,214,240],"remote":[11],"sensing":[12],"images":[13,34,37,85,88,152,155,165],"faces":[14],"significant":[15],"challenges":[16],"due":[17],"to":[18,144,170,209,221],"the":[19,25,39,44,58,68,99,111,160,176,191,194,203,210,215,241],"high":[20],"diversity":[21],"PlatSpe":[23,48,113,243],"fragmented":[26],"nature":[27],"SurfObj.":[29,50],"Unmanned":[30],"aerial":[31],"vehicle":[32],"(UAV)":[33],"satellite":[36,87,154,164,179,204],"are":[38,116,207],"primary":[40],"data":[41,62,94,235],"sources":[42,63,236],"for":[43,149,233],"classification":[45,69,141,200],"However,":[51],"there":[52],"is":[53,102,136],"still":[54],"insufficient":[55],"research":[56],"on":[57,67,75,105,120],"effect":[59],"various":[61],"spatial":[65,91,161,195,216,238],"resolutions":[66,92,239],"results.":[70],"This":[71,224],"study":[72],"essentially":[73],"focuses":[74],"Huixian":[76],"Wetland":[77],"Guilin,":[79],"Guangxi,":[80],"China":[81],"through":[82],"utilizing":[83],"UAV":[84,151,171,177,211],"with":[89,131,158,190],"varying":[90],"as":[93,229],"sources.":[95],"To":[96],"this":[97,121],"end,":[98],"MRS_DeepLabV3+":[100,129],"model":[101,130],"constructed":[103],"based":[104,119],"multi-resolution":[106],"segmentation":[107],"DeepLabV3+,":[109],"SurfObj":[115,245],"appropriately":[117],"classified":[118],"model.":[122],"The":[123,146,198],"obtained":[124],"results":[125],"reveal":[126],"that:":[127],"(1)":[128],"optimal":[132,147],"scale":[133],"parameter":[134],"(SP)":[135],"capable":[137],"achieving":[139],"higher":[140],"accuracy":[142],"compared":[143,169],"DeepLabV3+.":[145],"SPs":[148,168],"both":[150,175,182],"gradually":[156],"lessen":[157],"decreasing":[159,188],"resolution,":[162],"require":[166],"larger":[167],"images.":[172],"(2)":[173],"In":[174],"image":[180,205,212],"models,":[181],"OA":[183],"kappa":[185],"exhibit":[186],"a":[187,230],"trend":[189],"reduction":[192],"resolution.":[196],"(3)":[197],"overall":[199],"accuracies":[201],"models":[206,213],"superior":[208],"resolution":[217],"intervals":[218],"2":[220],"16":[222],"m.":[223],"investigation":[225],"can":[226],"be":[227],"regarded":[228],"valuable":[231],"reference":[232],"selecting":[234],"classification.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}