{"id":"https://openalex.org/W4396877819","doi":"https://doi.org/10.1109/jstars.2024.3399791","title":"Potential of Sample Migration and Explainable Machine Learning Model for Monitoring Spatiotemporal Changes of Wetland Plant Communities","display_name":"Potential of Sample Migration and Explainable Machine Learning Model for Monitoring Spatiotemporal Changes of Wetland Plant Communities","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396877819","doi":"https://doi.org/10.1109/jstars.2024.3399791"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3399791","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3399791","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10529504.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10529504.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027143880","display_name":"Kaidong Feng","orcid":"https://orcid.org/0000-0003-1799-0816"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kaidong Feng","raw_affiliation_strings":["State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039177420","display_name":"Dehua Mao","orcid":"https://orcid.org/0000-0003-3101-9153"},"institutions":[{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]},{"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":"Dehua Mao","raw_affiliation_strings":["State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062297475","display_name":"Jianing Zhen","orcid":"https://orcid.org/0000-0003-0023-1805"},"institutions":[{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]},{"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":"Jianing Zhen","raw_affiliation_strings":["State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017899062","display_name":"Haiguang Pu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]},{"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":"Haiguang Pu","raw_affiliation_strings":["State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054534104","display_name":"Hengqi Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100745","display_name":"Heilongjiang Earthquake Agency","ror":"https://ror.org/0146tv827","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210100745","https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengqi Yan","raw_affiliation_strings":["Jilin Earthquake Agency, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Jilin Earthquake Agency, Changchun, China","institution_ids":["https://openalex.org/I4210100745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432560","display_name":"Ming Wang","orcid":"https://orcid.org/0000-0002-2783-9426"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Wang","raw_affiliation_strings":["State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017442909","display_name":"Duanrui Wang","orcid":null},"institutions":[{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Duanrui Wang","raw_affiliation_strings":["State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049073681","display_name":"Hengxing Xiang","orcid":"https://orcid.org/0000-0002-1661-1506"},"institutions":[{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]},{"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":"Hengxing Xiang","raw_affiliation_strings":["State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079257931","display_name":"Yongxing Ren","orcid":"https://orcid.org/0009-0007-1604-7750"},"institutions":[{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]},{"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":"Yongxing Ren","raw_affiliation_strings":["State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100868081","display_name":"Ling Luo","orcid":null},"institutions":[{"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"]},{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Luo","raw_affiliation_strings":["State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073496971","display_name":"Zongming Wang","orcid":"https://orcid.org/0000-0002-9865-8235"},"institutions":[{"id":"https://openalex.org/I4210101301","display_name":"Northeast Institute of Geography and Agroecology","ror":"https://ror.org/01a9z1q73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210101301"]},{"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":"Zongming Wang","raw_affiliation_strings":["State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","National Earth System Science Data Center, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Black Soils Conservation and Utilization, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, China","institution_ids":["https://openalex.org/I4210101301","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Earth System Science Data Center, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5027143880"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210101301","https://openalex.org/I4210165038"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":3.5399,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92836541,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"9894","last_page":"9906"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9980999827384949,"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/wetland","display_name":"Wetland","score":0.9308469295501709},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6055409908294678},{"id":"https://openalex.org/keywords/plant-community","display_name":"Plant community","score":0.5847855806350708},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.5078428387641907},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4958425462245941},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.44752371311187744},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.403390109539032},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.32524317502975464},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3082774877548218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2558203339576721},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1539335548877716},{"id":"https://openalex.org/keywords/ecological-succession","display_name":"Ecological succession","score":0.10340052843093872}],"concepts":[{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.9308469295501709},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6055409908294678},{"id":"https://openalex.org/C53002841","wikidata":"https://www.wikidata.org/wiki/Q1418712","display_name":"Plant community","level":3,"score":0.5847855806350708},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.5078428387641907},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4958425462245941},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.44752371311187744},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.403390109539032},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.32524317502975464},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3082774877548218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2558203339576721},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1539335548877716},{"id":"https://openalex.org/C150117547","wikidata":"https://www.wikidata.org/wiki/Q188230","display_name":"Ecological succession","level":2,"score":0.10340052843093872},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3399791","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3399791","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10529504.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e227d85dc8584de1ba3af27fa69ddf60","is_oa":true,"landing_page_url":"https://doaj.org/article/e227d85dc8584de1ba3af27fa69ddf60","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 9894-9906 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3399791","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3399791","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10529504.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6700000166893005,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G2095597912","display_name":null,"funder_award_id":"42101379","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6353123706","display_name":null,"funder_award_id":"42101399","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7584440558","display_name":null,"funder_award_id":"42301429","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8358189019","display_name":null,"funder_award_id":"YDZJ202301ZYTS218","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"}],"funders":[{"id":"https://openalex.org/F4320310121","display_name":"Natural Science Foundation of Jilin Province","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396877819.pdf"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W91557349","https://openalex.org/W1820540535","https://openalex.org/W1977332862","https://openalex.org/W1996972086","https://openalex.org/W1997939772","https://openalex.org/W2008018090","https://openalex.org/W2020474418","https://openalex.org/W2035636738","https://openalex.org/W2036798369","https://openalex.org/W2052214463","https://openalex.org/W2055033732","https://openalex.org/W2067593534","https://openalex.org/W2084586151","https://openalex.org/W2096407968","https://openalex.org/W2105757120","https://openalex.org/W2114527611","https://openalex.org/W2130781214","https://openalex.org/W2133059825","https://openalex.org/W2145688780","https://openalex.org/W2165577558","https://openalex.org/W2165606678","https://openalex.org/W2169281690","https://openalex.org/W2290379694","https://openalex.org/W2329742603","https://openalex.org/W2348049485","https://openalex.org/W2368314241","https://openalex.org/W2370310434","https://openalex.org/W2374864301","https://openalex.org/W2776305546","https://openalex.org/W2794477125","https://openalex.org/W2796252353","https://openalex.org/W2884352191","https://openalex.org/W2907396431","https://openalex.org/W2907459272","https://openalex.org/W2922153347","https://openalex.org/W2962862931","https://openalex.org/W2990370456","https://openalex.org/W2999615587","https://openalex.org/W3027542479","https://openalex.org/W3033289003","https://openalex.org/W3039303458","https://openalex.org/W3049157029","https://openalex.org/W3066156578","https://openalex.org/W3087975338","https://openalex.org/W3093681468","https://openalex.org/W3094001413","https://openalex.org/W3103713788","https://openalex.org/W3122337162","https://openalex.org/W3128552562","https://openalex.org/W3168044780","https://openalex.org/W3196652830","https://openalex.org/W3210019702","https://openalex.org/W4234021806","https://openalex.org/W4285585634","https://openalex.org/W4287890614","https://openalex.org/W4309722643","https://openalex.org/W4312125047","https://openalex.org/W4316810602","https://openalex.org/W4318464500","https://openalex.org/W4360820568","https://openalex.org/W4384341407","https://openalex.org/W4385321172","https://openalex.org/W4385625384","https://openalex.org/W4385812120","https://openalex.org/W4386435186","https://openalex.org/W4387121230","https://openalex.org/W4388839464","https://openalex.org/W4389159420","https://openalex.org/W4391033654","https://openalex.org/W4392146052","https://openalex.org/W6629944422","https://openalex.org/W6737947904","https://openalex.org/W6996591730"],"related_works":["https://openalex.org/W2381193838","https://openalex.org/W2383007022","https://openalex.org/W1995429609","https://openalex.org/W2367678540","https://openalex.org/W2376642692","https://openalex.org/W2357732990","https://openalex.org/W2041396888","https://openalex.org/W3131484375","https://openalex.org/W2374446614","https://openalex.org/W2387040017"],"abstract_inverted_index":{"The":[0,148,196],"composition":[1],"and":[2,19,27,45,60,89,91,120,143,167,176,207],"dynamics":[3],"of":[4,16,24,76,85,98,118,125,134,163,170,184,188,210],"wetland":[5,17,25,31,77,107,135,189,211,226],"plant":[6,32,78,136,190],"communities":[7,33,79,137,191],"play":[8],"a":[9,51,61,193,202],"critical":[10],"role":[11],"in":[12,80,138,213],"maintaining":[13],"the":[14,42,73,81,95,99,110,139,155,160,164,168,171,182,205,214],"functionality":[15],"ecosystems":[18],"serve":[20],"as":[21,218,220],"important":[22,157],"indicators":[23],"degradation":[26],"restoration.":[28],"Accurately":[29],"identifying":[30],"using":[34],"remote":[35],"sensing":[36],"techniques":[37],"remains":[38],"challenging":[39],"due":[40],"to":[41,71,92,200],"complex":[43],"environment":[44],"cloud":[46],"contamination.":[47],"Here,":[48],"we":[49],"applied":[50],"sample":[52],"migration":[53],"method":[54],"based":[55],"on":[56],"change":[57,132],"vector":[58],"analysis":[59,128],"random":[62],"forest":[63],"(RF)":[64],"classifier":[65],"incorporating":[66],"SHapley":[67],"Additive":[68],"exPlanations":[69],"(SHAP)":[70],"explore":[72],"spatiotemporal":[74,131],"changes":[75],"western":[82,140,215],"Songnen":[83,141,216],"Plain":[84,142],"China":[86],"between":[87],"2016":[88],"2022,":[90],"better":[93],"understand":[94],"decision":[96],"logic":[97],"RF":[100,165],"model.":[101],"Our":[102,127],"work":[103],"achieved":[104],"accurate":[105],"annual":[106,185],"classification":[108],"at":[109,174,192],"community":[111],"scale,":[112],"with":[113],"an":[114,121],"average":[115,122],"overall":[116],"accuracy":[117],"89.5%":[119],"kappa":[123],"coefficient":[124],"0.87.":[126],"revealed":[129],"different":[130],"characteristics":[133],"three":[144],"national":[145],"nature":[146],"reserves.":[147],"SHAP":[149],"model":[150],"showed":[151],"that":[152],"MOS_IRECI":[153],"is":[154],"most":[156],"feature":[158],"determining":[159],"prediction":[161],"results":[162,197],"model,":[166],"importance":[169],"features":[172],"differs":[173],"global":[175],"local":[177],"levels.":[178],"This":[179],"study":[180],"confirms":[181],"feasibility":[183],"dynamic":[186],"monitoring":[187],"regional":[194],"scale.":[195],"are":[198],"expected":[199],"provide":[201],"reference":[203],"for":[204,224],"fine":[206],"sustainable":[208],"management":[209],"resources":[212],"Plain,":[217],"well":[219],"valuable":[221],"data":[222],"support":[223],"related":[225],"ecology":[227],"research.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}