{"id":"https://openalex.org/W2958221227","doi":"https://doi.org/10.3390/rs11141683","title":"Prediction of Soil Organic Carbon based on Landsat 8 Monthly NDVI Data for the Jianghan Plain in Hubei Province, China","display_name":"Prediction of Soil Organic Carbon based on Landsat 8 Monthly NDVI Data for the Jianghan Plain in Hubei Province, China","publication_year":2019,"publication_date":"2019-07-16","ids":{"openalex":"https://openalex.org/W2958221227","doi":"https://doi.org/10.3390/rs11141683","mag":"2958221227"},"language":"en","primary_location":{"id":"doi:10.3390/rs11141683","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11141683","pdf_url":"https://www.mdpi.com/2072-4292/11/14/1683/pdf?version=1563338469","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/2072-4292/11/14/1683/pdf?version=1563338469","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005842349","display_name":"Yangchengsi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangchengsi Zhang","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100858034","display_name":"Long Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Long Guo","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000785769","display_name":"Yiyun Chen","orcid":"https://orcid.org/0000-0002-7442-3239"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyun Chen","raw_affiliation_strings":["School of Resource and Environmental Science, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environmental Science, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101551901","display_name":"Tiezhu Shi","orcid":"https://orcid.org/0000-0001-5868-6752"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiezhu Shi","raw_affiliation_strings":["Key Laboratory for Geo-Environmental Monitoring of Coastal Zone of National Administration of Surveying, Mapping and GeoInformation &amp; Shenzhen Key Laboratory of Spatial Smart Sensing and Services&amp; College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518060, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory for Geo-Environmental Monitoring of Coastal Zone of National Administration of Surveying, Mapping and GeoInformation &amp; Shenzhen Key Laboratory of Spatial Smart Sensing and Services&amp; College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518060, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104125135","display_name":"Mei Luo","orcid":"https://orcid.org/0009-0008-8682-6335"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei Luo","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066221570","display_name":"QingLan Ju","orcid":null},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"QingLan Ju","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100454578","display_name":"Haitao Zhang","orcid":"https://orcid.org/0000-0001-7750-1127"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haitao Zhang","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102724027","display_name":"Shanqin Wang","orcid":"https://orcid.org/0000-0001-6031-0906"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanqin Wang","raw_affiliation_strings":["College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100858034"],"corresponding_institution_ids":["https://openalex.org/I204823248"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":9.0115,"has_fulltext":true,"cited_by_count":135,"citation_normalized_percentile":{"value":0.98341009,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"11","issue":"14","first_page":"1683","last_page":"1683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9980000257492065,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9976999759674072,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.8156160116195679},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.708073616027832},{"id":"https://openalex.org/keywords/soil-carbon","display_name":"Soil carbon","score":0.662678599357605},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.4902544319629669},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.4807817339897156},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.47868114709854126},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.45294448733329773},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.4314382076263428},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.42844706773757935},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.4111727476119995},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3694345951080322},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.31081509590148926},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.29329240322113037},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16908514499664307},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16907042264938354},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13599225878715515},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11304843425750732}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.8156160116195679},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.708073616027832},{"id":"https://openalex.org/C39464130","wikidata":"https://www.wikidata.org/wiki/Q7554898","display_name":"Soil carbon","level":3,"score":0.662678599357605},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.4902544319629669},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.4807817339897156},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.47868114709854126},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.45294448733329773},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.4314382076263428},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.42844706773757935},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.4111727476119995},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3694345951080322},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.31081509590148926},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.29329240322113037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16908514499664307},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16907042264938354},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13599225878715515},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11304843425750732},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs11141683","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11141683","pdf_url":"https://www.mdpi.com/2072-4292/11/14/1683/pdf?version=1563338469","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:dacd51a16c1643538574ce1030b5d6e6","is_oa":true,"landing_page_url":"https://doaj.org/article/dacd51a16c1643538574ce1030b5d6e6","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 14, p 1683 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/14/1683/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11141683","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 14; Pages: 1683","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11141683","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11141683","pdf_url":"https://www.mdpi.com/2072-4292/11/14/1683/pdf?version=1563338469","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/2","score":0.550000011920929,"display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1391655217","display_name":null,"funder_award_id":"2018CFB372","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"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/G2597843785","display_name":null,"funder_award_id":"201810","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2981938667","display_name":null,"funder_award_id":"Shenzhen","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/G3757194791","display_name":null,"funder_award_id":"JCYJ20","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3866723802","display_name":null,"funder_award_id":"201703","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4256055990","display_name":null,"funder_award_id":"201703021","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/G931043102","display_name":null,"funder_award_id":"41371227","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320329174","display_name":"Shenzhen Municipal Science and Technology Innovation Council","ror":"https://ror.org/017n8df75"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2958221227.pdf","grobid_xml":"https://content.openalex.org/works/W2958221227.grobid-xml"},"referenced_works_count":91,"referenced_works":["https://openalex.org/W3644042","https://openalex.org/W94733577","https://openalex.org/W186492554","https://openalex.org/W890974504","https://openalex.org/W1425615169","https://openalex.org/W1432987575","https://openalex.org/W1523933249","https://openalex.org/W1552511131","https://openalex.org/W1969248251","https://openalex.org/W1973273412","https://openalex.org/W1993232367","https://openalex.org/W1994221921","https://openalex.org/W1996406961","https://openalex.org/W2003337584","https://openalex.org/W2012784968","https://openalex.org/W2014451925","https://openalex.org/W2014634919","https://openalex.org/W2016916834","https://openalex.org/W2017509182","https://openalex.org/W2018254953","https://openalex.org/W2024141630","https://openalex.org/W2028070629","https://openalex.org/W2029429198","https://openalex.org/W2030165874","https://openalex.org/W2031299846","https://openalex.org/W2033275656","https://openalex.org/W2033326107","https://openalex.org/W2033863959","https://openalex.org/W2041633329","https://openalex.org/W2041823965","https://openalex.org/W2052649795","https://openalex.org/W2055592098","https://openalex.org/W2056114942","https://openalex.org/W2056193610","https://openalex.org/W2062083272","https://openalex.org/W2066809031","https://openalex.org/W2073503722","https://openalex.org/W2077214952","https://openalex.org/W2079123570","https://openalex.org/W2080344679","https://openalex.org/W2081340599","https://openalex.org/W2086664186","https://openalex.org/W2088764465","https://openalex.org/W2090785325","https://openalex.org/W2090789066","https://openalex.org/W2096567797","https://openalex.org/W2113410727","https://openalex.org/W2120965873","https://openalex.org/W2148066362","https://openalex.org/W2148574664","https://openalex.org/W2152892366","https://openalex.org/W2154700052","https://openalex.org/W2158863190","https://openalex.org/W2165686389","https://openalex.org/W2166446427","https://openalex.org/W2167453047","https://openalex.org/W2224936358","https://openalex.org/W2234929136","https://openalex.org/W2285314639","https://openalex.org/W2322799392","https://openalex.org/W2326334316","https://openalex.org/W2330245787","https://openalex.org/W2361685685","https://openalex.org/W2362670149","https://openalex.org/W2379919628","https://openalex.org/W2381124310","https://openalex.org/W2468326149","https://openalex.org/W2472855564","https://openalex.org/W2512926288","https://openalex.org/W2570731156","https://openalex.org/W2594500240","https://openalex.org/W2614015826","https://openalex.org/W2653815135","https://openalex.org/W2744750607","https://openalex.org/W2754959007","https://openalex.org/W2765266192","https://openalex.org/W2791276982","https://openalex.org/W2793425544","https://openalex.org/W2807242099","https://openalex.org/W2807302256","https://openalex.org/W2808863867","https://openalex.org/W2838742489","https://openalex.org/W2890761376","https://openalex.org/W2901205291","https://openalex.org/W2901432190","https://openalex.org/W2906019570","https://openalex.org/W2952976366","https://openalex.org/W4231864045","https://openalex.org/W6603851487","https://openalex.org/W6670535473","https://openalex.org/W6744557700"],"related_works":["https://openalex.org/W3207046288","https://openalex.org/W3023446922","https://openalex.org/W4324030030","https://openalex.org/W4310398614","https://openalex.org/W1423879547","https://openalex.org/W2123872763","https://openalex.org/W4321793219","https://openalex.org/W2084902024","https://openalex.org/W2123691565","https://openalex.org/W2046107558"],"abstract_inverted_index":{"High-precision":[0],"maps":[1,180],"of":[2,32,63,72,76,93,115,153,216,221,223,281,286,316,321,361,418,443],"soil":[3,11,20,64,423,430],"organic":[4],"carbon":[5,17],"(SOC)":[6],"are":[7],"beneficial":[8],"for":[9,86,270,384,421,447],"managing":[10],"fertility":[12],"and":[13,57,89,105,130,163,197,219,244,248,256,260,283,297,318,324,338,390,406],"understanding":[14],"the":[15,29,60,70,73,90,111,151,154,160,164,176,208,230,278,309,313,345,362,376,392,416,429,439],"global":[16],"cycle.":[18],"Digital":[19],"mapping":[21,92,386,424],"plays":[22],"an":[23,98,124,411],"important":[24,99,125],"role":[25],"in":[26,51,150,242,253,387,425,450],"efficiently":[27],"obtaining":[28],"spatial":[30,61],"distribution":[31],"SOC,":[33],"which":[34],"contributes":[35],"to":[36,144,228,414],"precision":[37],"agriculture.":[38],"However,":[39],"traditional":[40,141],"soil-forming":[41,142],"factors":[42,143],"(i.e.,":[43],"terrain":[44,363],"or":[45,351],"climatic":[46],"factors)":[47],"have":[48],"weak":[49],"variability":[50],"low-relief":[52],"areas,":[53],"such":[54,94],"as":[55,159,175,207],"plains,":[56],"cannot":[58],"reflect":[59],"variation":[62],"attributes.":[65],"Meanwhile,":[66],"vegetation":[67,120],"cover":[68],"hinders":[69],"acquisition":[71],"direct":[74],"information":[75,400],"farmland":[77],"soil.":[78],"Thus,":[79],"useful":[80],"environmental":[81],"variables":[82,420],"should":[83],"be":[84,382],"utilized":[85],"SOC":[87,96,179,236,271,366,385,449],"prediction":[88,217,224,272,346,367],"digital":[91,422],"areas.":[95],"has":[97],"effect":[100,360],"on":[101,365],"crop":[102,128],"growth":[103,129],"status,":[104],"remote":[106],"sensing":[107],"data":[108,138,168,380,405],"can":[109,381,395],"record":[110],"apparent":[112],"spectral":[113],"characteristics":[114,442],"crops.":[116],"The":[117,267,305,359],"normalized":[118],"difference":[119],"index":[121,126],"(NDVI)":[122],"is":[123],"reflecting":[127],"biomass.":[131],"This":[132,408,435],"study":[133,161,409],"used":[134,174,206,227,383],"NDVI":[135,165,263,350,355,377,402,444],"time":[136,166,264,353,378,403,440],"series":[137,167,265,354,379,404,441],"rather":[139],"than":[140,328,342],"map":[145],"SOC.":[146,407],"Honghu":[147],"City,":[148],"located":[149],"middle":[152],"Jianghan":[155],"Plain,":[156],"was":[157,205,273,308,431],"selected":[158],"region,":[162],"extracted":[169],"from":[170],"Landsat":[171],"8":[172],"were":[173,181,226,326,340,445],"auxiliary":[177,419],"variables.":[178],"estimated":[182],"through":[183],"stepwise":[184],"linear":[185],"regression":[186,191],"(SLR),":[187],"partial":[188],"least":[189],"squares":[190],"(PLSR),":[192],"support":[193],"vector":[194],"machine":[195],"(SVM),":[196],"artificial":[198],"neural":[199],"network":[200],"(ANN).":[201],"Ordinary":[202],"kriging":[203],"(OK)":[204],"reference":[209],"model,":[210,311],"while":[211],"root":[212],"mean":[213],"square":[214],"error":[215],"(RMSEP)":[218],"coefficient":[220],"determination":[222],"(R2P)":[225],"evaluate":[229],"model":[231,269,307,394],"performance.":[232],"Results":[233],"showed":[234,356],"that":[235,375,391,438],"had":[237],"a":[238,249],"significant":[239,250],"positive":[240],"correlation":[241,252],"July":[243],"August":[245],"(0.17,":[246],"0.29)":[247],"negative":[251],"January,":[254],"April,":[255],"December":[257],"(\u22120.23,":[258],"\u22120.27,":[259],"\u22120.23)":[261],"with":[262,277,312,433],"data.":[266],"best":[268],"generated":[274],"by":[275,289],"ANN,":[276],"lowest":[279,314],"RMSEP":[280,320],"3.718":[282],"highest":[284,319],"R2P":[285,294,302,315,333],"0.391,":[287],"followed":[288],"SVM":[290,325],"(RMSEP":[291,299,330],"=":[292,295,300,303,331,334],"3.753,":[293],"0.361)":[296],"PLSR":[298,337],"4.087,":[301],"0.283).":[304],"SLR":[306,339],"worst":[310],"0.281":[317],"3.930.":[322],"ANN":[323,393],"better":[327],"OK":[329],"3.727,":[332],"0.372),":[335],"whereas":[336],"worse":[341],"OK.":[343],"Moreover,":[344],"results":[347,373],"using":[348],"single-data":[349],"short":[352],"low":[357],"accuracy.":[358],"factor":[364],"represented":[368],"unsatisfactory":[369],"results.":[370],"All":[371],"these":[372],"indicated":[374,437],"plain":[388,426],"areas":[389,427],"maximally":[396],"extract":[397],"additional":[398],"associated":[399],"between":[401],"presented":[410],"effective":[412],"method":[413],"overcome":[415],"selection":[417],"when":[428],"covered":[432],"vegetation.":[434],"finding":[436],"conducive":[446],"predicting":[448],"plains.":[451]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2019-07-23T00:00:00"}
