{"id":"https://openalex.org/W3216879711","doi":"https://doi.org/10.3390/rs13224716","title":"Quick Detection of Field-Scale Soil Comprehensive Attributes via the Integration of UAV and Sentinel-2B Remote Sensing Data","display_name":"Quick Detection of Field-Scale Soil Comprehensive Attributes via the Integration of UAV and Sentinel-2B Remote Sensing Data","publication_year":2021,"publication_date":"2021-11-22","ids":{"openalex":"https://openalex.org/W3216879711","doi":"https://doi.org/10.3390/rs13224716","mag":"3216879711"},"language":"en","primary_location":{"id":"doi:10.3390/rs13224716","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224716","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4716/pdf?version=1637638945","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/2072-4292/13/22/4716/pdf?version=1637638945","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100748874","display_name":"Wanxue Zhu","orcid":"https://orcid.org/0000-0002-2635-0688"},"institutions":[{"id":"https://openalex.org/I4210113030","display_name":"Leibniz Centre for Agricultural Landscape Research","ror":"https://ror.org/01ygyzs83","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210113030"]},{"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/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Wanxue Zhu","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","Department of Crop Sciences, University of G\u00f6ttingen, 37075 G\u00f6ttingen, Germany","Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","Leibniz Centre for Agricultural Landscape Research (ZALF), 15374 M\u00fcncheberg, Germany"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Department of Crop Sciences, University of G\u00f6ttingen, 37075 G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]},{"raw_affiliation_string":"Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Leibniz Centre for Agricultural Landscape Research (ZALF), 15374 M\u00fcncheberg, Germany","institution_ids":["https://openalex.org/I4210113030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102881397","display_name":"Ehsan Eyshi Rezaei","orcid":"https://orcid.org/0000-0003-2603-8034"},"institutions":[{"id":"https://openalex.org/I4210113030","display_name":"Leibniz Centre for Agricultural Landscape Research","ror":"https://ror.org/01ygyzs83","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210113030"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ehsan Eyshi Rezaei","raw_affiliation_strings":["Leibniz Centre for Agricultural Landscape Research (ZALF), 15374 M\u00fcncheberg, Germany"],"affiliations":[{"raw_affiliation_string":"Leibniz Centre for Agricultural Landscape Research (ZALF), 15374 M\u00fcncheberg, Germany","institution_ids":["https://openalex.org/I4210113030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081437023","display_name":"Hamideh Nouri","orcid":"https://orcid.org/0000-0002-7424-5030"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hamideh Nouri","raw_affiliation_strings":["Department of Crop Sciences, University of G\u00f6ttingen, 37075 G\u00f6ttingen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Crop Sciences, University of G\u00f6ttingen, 37075 G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103230609","display_name":"Ting Yang","orcid":"https://orcid.org/0000-0002-5485-8243"},"institutions":[{"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/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Yang","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research(CAS), University of Chinese Academy of Sciences, Beijing 100101, China","Shandong Dongying Institute of Geographic Sciences, Dongying 257000, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research(CAS), University of Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Shandong Dongying Institute of Geographic Sciences, Dongying 257000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406156","display_name":"Binbin Li","orcid":"https://orcid.org/0000-0001-5073-7746"},"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/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binbin Li","raw_affiliation_strings":["Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077000170","display_name":"Huarui Gong","orcid":"https://orcid.org/0000-0002-6436-2479"},"institutions":[{"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/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huarui Gong","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research(CAS), University of Chinese Academy of Sciences, Beijing 100101, China","Shandong Dongying Institute of Geographic Sciences, Dongying 257000, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research(CAS), University of Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Shandong Dongying Institute of Geographic Sciences, Dongying 257000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021888591","display_name":"Yun Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156847","display_name":"Institute of Grassland Research","ror":"https://ror.org/04vmpjr08","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987","https://openalex.org/I4210156847"]},{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Lyu","raw_affiliation_strings":["Department of Grassland Science, College of Grassland Science and Technology, China Agricultural University, Beijing 100193, China"],"affiliations":[{"raw_affiliation_string":"Department of Grassland Science, College of Grassland Science and Technology, China Agricultural University, Beijing 100193, China","institution_ids":["https://openalex.org/I4210156847","https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059700530","display_name":"Jinbang Peng","orcid":null},"institutions":[{"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/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/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinbang Peng","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058071048","display_name":"Zhigang Sun","orcid":"https://orcid.org/0000-0003-1705-1165"},"institutions":[{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhigang Sun","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","Institute of Geographic Sciences and Natural Resources Research(CAS), University of Chinese Academy of Sciences, Beijing 100101, China","Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","Shandong Dongying Institute of Geographic Sciences, Dongying 257000, China"],"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research(CAS), University of Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Shandong Dongying Institute of Geographic Sciences, Dongying 257000, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5058071048"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210160793","https://openalex.org/I4210165038"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.2365,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.87074136,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"13","issue":"22","first_page":"4716","last_page":"4716"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9991999864578247,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9991999864578247,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9966999888420105,"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/T10889","display_name":"Soil erosion and sediment transport","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7430403828620911},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.684017539024353},{"id":"https://openalex.org/keywords/soil-salinity","display_name":"Soil salinity","score":0.6834483742713928},{"id":"https://openalex.org/keywords/soil-texture","display_name":"Soil texture","score":0.6121466159820557},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.5127512216567993},{"id":"https://openalex.org/keywords/digital-soil-mapping","display_name":"Digital soil mapping","score":0.49660688638687134},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.4480382800102234},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.4403136670589447},{"id":"https://openalex.org/keywords/soil-map","display_name":"Soil map","score":0.4352361261844635},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.38241326808929443},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.37557291984558105},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.24540278315544128},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.17911499738693237},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12028402090072632},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08885401487350464}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7430403828620911},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.684017539024353},{"id":"https://openalex.org/C141650431","wikidata":"https://www.wikidata.org/wiki/Q754836","display_name":"Soil salinity","level":3,"score":0.6834483742713928},{"id":"https://openalex.org/C175963888","wikidata":"https://www.wikidata.org/wiki/Q5026010","display_name":"Soil texture","level":3,"score":0.6121466159820557},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.5127512216567993},{"id":"https://openalex.org/C104471815","wikidata":"https://www.wikidata.org/wiki/Q5276164","display_name":"Digital soil mapping","level":4,"score":0.49660688638687134},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.4480382800102234},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.4403136670589447},{"id":"https://openalex.org/C71864017","wikidata":"https://www.wikidata.org/wiki/Q889561","display_name":"Soil map","level":3,"score":0.4352361261844635},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.38241326808929443},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.37557291984558105},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.24540278315544128},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.17911499738693237},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12028402090072632},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08885401487350464},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs13224716","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224716","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4716/pdf?version=1637638945","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:828b773707d1470898c7baa4388fb5b3","is_oa":true,"landing_page_url":"https://doaj.org/article/828b773707d1470898c7baa4388fb5b3","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 13, Iss 22, p 4716 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/22/4716/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13224716","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 13; Issue 22; Pages: 4716","raw_type":"Text"},{"id":"pmh:oai:publications.goettingen-research-online.de:2/97887","is_oa":true,"landing_page_url":"https://resolver.sub.uni-goettingen.de/purl?gro-2/97887","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"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":"","raw_type":"journal_article"}],"best_oa_location":{"id":"doi:10.3390/rs13224716","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224716","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4716/pdf?version=1637638945","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":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3216879711.pdf","grobid_xml":"https://content.openalex.org/works/W3216879711.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W1911666403","https://openalex.org/W1980140622","https://openalex.org/W2003164668","https://openalex.org/W2017790359","https://openalex.org/W2020456298","https://openalex.org/W2040309864","https://openalex.org/W2049175330","https://openalex.org/W2049556619","https://openalex.org/W2076359237","https://openalex.org/W2111947859","https://openalex.org/W2159247981","https://openalex.org/W2161815745","https://openalex.org/W2164936431","https://openalex.org/W2230388539","https://openalex.org/W2425090992","https://openalex.org/W2499020306","https://openalex.org/W2593914677","https://openalex.org/W2730668516","https://openalex.org/W2739393620","https://openalex.org/W2790029430","https://openalex.org/W2886100254","https://openalex.org/W2887362077","https://openalex.org/W2887922626","https://openalex.org/W2907047183","https://openalex.org/W2913846004","https://openalex.org/W2920653747","https://openalex.org/W2943149585","https://openalex.org/W2943569052","https://openalex.org/W2943784073","https://openalex.org/W2957367360","https://openalex.org/W2959689355","https://openalex.org/W2961680986","https://openalex.org/W2966381923","https://openalex.org/W2981792938","https://openalex.org/W2998167214","https://openalex.org/W3007536991","https://openalex.org/W3012856410","https://openalex.org/W3022243268","https://openalex.org/W3037868565","https://openalex.org/W3082629838","https://openalex.org/W3087149783","https://openalex.org/W3088154325","https://openalex.org/W3088885014","https://openalex.org/W3092023058","https://openalex.org/W3114128061","https://openalex.org/W3118946188","https://openalex.org/W3121038346","https://openalex.org/W3127244552","https://openalex.org/W3128885165","https://openalex.org/W3154288865","https://openalex.org/W3156525018","https://openalex.org/W3157062837","https://openalex.org/W3158135784","https://openalex.org/W3161881979","https://openalex.org/W3163497072","https://openalex.org/W6662481121","https://openalex.org/W6669601414","https://openalex.org/W6762493413","https://openalex.org/W6787413876","https://openalex.org/W6794033948"],"related_works":["https://openalex.org/W3158467599","https://openalex.org/W3212068373","https://openalex.org/W4315619809","https://openalex.org/W2290077960","https://openalex.org/W4390646213","https://openalex.org/W2896970139","https://openalex.org/W4284687229","https://openalex.org/W2558302705","https://openalex.org/W1993232367","https://openalex.org/W4392647499"],"abstract_inverted_index":{"Satellite":[0],"and":[1,24,42,55,62,76,103,108,120,148,175,222],"unmanned":[2],"aerial":[3],"vehicle":[4],"(UAV)":[5],"remote":[6,26,131,193],"sensing":[7,27,132],"can":[8],"be":[9],"used":[10],"to":[11,39,58,125,140,162,204],"estimate":[12,40,59,163],"soil":[13,34,60,96,128,164,189,209,232],"properties;":[14],"however,":[15],"little":[16],"is":[17,225],"known":[18],"regarding":[19],"the":[20,31,80,85,127,146,152,170,185,212,217,228],"effects":[21],"of":[22,33,84,89,95,151,172,187,219,231],"UAV":[23,53,173,220],"satellite":[25],"data":[28,57,178],"integration":[29,171,218],"on":[30,207],"estimation":[32],"comprehensive":[35,233],"attributes,":[36],"or":[37],"how":[38],"quickly":[41],"robustly.":[43],"In":[44],"this":[45],"study,":[46],"we":[47],"tackled":[48],"those":[49],"gaps":[50],"by":[51,73],"employing":[52],"multispectral":[54],"Sentinel-2B":[56,176,223],"salinity":[61,147],"chemical":[63,149],"properties":[64],"over":[65],"a":[66,200],"large":[67],"agricultural":[68],"farm":[69],"(400":[70],"ha)":[71],"covered":[72],"different":[74],"crops":[75],"harvest":[77],"areas":[78],"at":[79,105],"coastal":[81],"saline-alkali":[82],"land":[83],"Yellow":[86],"River":[87],"Delta":[88],"China":[90],"in":[91],"2019.":[92],"Spatial":[93],"information":[94,129,195],"salinity,":[97],"organic":[98],"matter,":[99],"available/total":[100],"nitrogen":[101],"content,":[102],"pH":[104],"0\u201310":[106],"cm":[107,110],"10\u201320":[109],"layers":[111],"were":[112],"obtained":[113],"via":[114],"ground":[115],"sampling":[116],"(n":[117],"=":[118],"195)":[119],"two-dimensional":[121],"spatial":[122],"interpolation,":[123],"aiming":[124],"overlap":[126],"with":[130,216],"information.":[133],"The":[134,192],"exploratory":[135],"factor":[136],"analysis":[137],"was":[138,160],"conducted":[139],"generate":[141],"latent":[142,188],"variables,":[143],"which":[144],"represented":[145],"characteristics":[150],"soil.":[153],"A":[154],"machine":[155],"learning":[156],"algorithm":[157],"(random":[158],"forest)":[159],"applied":[161],"attributes.":[165,234],"Our":[166],"results":[167],"indicated":[168],"that":[169],"texture":[174,221],"spectral":[177],"as":[179],"random":[180],"forest":[181],"model":[182],"inputs":[183],"improved":[184],"accuracy":[186,202],"variable":[190],"estimation.":[191],"sensing-based":[194],"from":[196],"cropland":[197],"(crop-based)":[198],"had":[199],"higher":[201],"compared":[203],"estimations":[205],"performed":[206],"bare":[208],"(soil-based).":[210],"Therefore,":[211],"crop-based":[213],"approach,":[214],"along":[215],"data,":[224],"recommended":[226],"for":[227],"quick":[229],"assessment":[230]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-12-06T00:00:00"}
