{"id":"https://openalex.org/W4321098144","doi":"https://doi.org/10.3390/rs15041066","title":"Exploring PlanetScope Satellite Capabilities for Soil Salinity Estimation and Mapping in Arid Regions Oases","display_name":"Exploring PlanetScope Satellite Capabilities for Soil Salinity Estimation and Mapping in Arid Regions Oases","publication_year":2023,"publication_date":"2023-02-15","ids":{"openalex":"https://openalex.org/W4321098144","doi":"https://doi.org/10.3390/rs15041066"},"language":"en","primary_location":{"id":"doi:10.3390/rs15041066","doi":"https://doi.org/10.3390/rs15041066","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15041066","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1066/pdf?version=1676457050","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/4/1066/pdf?version=1676457050","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022416208","display_name":"Jiao Tan","orcid":"https://orcid.org/0000-0002-5851-7569","observed_orcids":["https://orcid.org/0000-0002-5851-7569"]},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiao Tan","raw_affiliation_strings":["College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China"],"raw_orcid":"https://orcid.org/0000-0002-5851-7569","affiliations":[{"raw_affiliation_string":"College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064540523","display_name":"Jianli Ding","orcid":"https://orcid.org/0000-0001-9329-9424","observed_orcids":["https://orcid.org/0000-0001-9329-9424"]},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianli Ding","raw_affiliation_strings":["College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015006414","display_name":"Lijing Han","orcid":"https://orcid.org/0000-0002-8222-2664","observed_orcids":["https://orcid.org/0000-0002-8222-2664"]},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijing Han","raw_affiliation_strings":["College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003453021","display_name":"Xiangyu Ge","orcid":"https://orcid.org/0000-0001-7855-6525","observed_orcids":["https://orcid.org/0000-0001-7855-6525"]},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyu Ge","raw_affiliation_strings":["College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China"],"raw_orcid":"https://orcid.org/0000-0001-7855-6525","affiliations":[{"raw_affiliation_string":"College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101920767","display_name":"Xiao Wang","orcid":"https://orcid.org/0000-0002-8281-5224","observed_orcids":["https://orcid.org/0000-0002-8281-5224","https://orcid.org/0000-0003-2172-8335","https://orcid.org/0000-0002-2421-3970"]},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444962","display_name":"Jiao Wang","orcid":"https://orcid.org/0000-0003-3816-2796","observed_orcids":["https://orcid.org/0000-0003-3816-2796"]},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiao Wang","raw_affiliation_strings":["College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082586304","display_name":"Ruimei Wang","orcid":"https://orcid.org/0009-0008-3203-3567","observed_orcids":["https://orcid.org/0009-0008-3203-3567"]},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruimei Wang","raw_affiliation_strings":["College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049773646","display_name":"Shaofeng Qin","orcid":"https://orcid.org/0000-0001-9228-0617","observed_orcids":["https://orcid.org/0000-0001-9228-0617"]},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaofeng Qin","raw_affiliation_strings":["College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China"],"raw_orcid":"https://orcid.org/0000-0001-9228-0617","affiliations":[{"raw_affiliation_string":"College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443035","display_name":"Zhe Zhang","orcid":"https://orcid.org/0000-0002-7960-5533","observed_orcids":["https://orcid.org/0000-0002-7960-5533"]},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Zhang","raw_affiliation_strings":["College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Key Laboratory of Smart City and Environment Modelling of Higher Education Institute, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]},{"raw_affiliation_string":"Xinjiang Key Laboratory of Oasis Ecology, Xinjiang University, Urumqi 830046, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101734953","display_name":"Yongkang Li","orcid":"https://orcid.org/0000-0001-7059-368X","observed_orcids":["https://orcid.org/0000-0001-7059-368X"]},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongkang Li","raw_affiliation_strings":["College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China"],"raw_orcid":"https://orcid.org/0000-0001-7059-368X","affiliations":[{"raw_affiliation_string":"College of Geography and Remote Sensing Science, Xinjiang University, Urumqi 800017, China","institution_ids":["https://openalex.org/I96908189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064540523"],"corresponding_institution_ids":["https://openalex.org/I96908189"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2780},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2780},"fwci":5.7635,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.96915777,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"15","issue":"4","first_page":"1066","last_page":"1066"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.8159000277519226,"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"}},"topics":[{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.8159000277519226,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.10440000146627426,"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/T12710","display_name":"Engineering and Agricultural Innovations","score":0.024399999529123306,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/soil-salinity-estimation","display_name":"soil salinity estimation","score":0.8479999899864197},{"id":"https://openalex.org/keywords/salinity-mapping","display_name":"salinity mapping","score":0.6899999976158142},{"id":"https://openalex.org/keywords/spectral-index","display_name":"spectral index","score":0.6690000295639038},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"partial least squares regression","score":0.8109999895095825},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.7450000047683716},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.7609999775886536},{"id":"https://openalex.org/keywords/boruta-feature-selection","display_name":"Boruta feature selection","score":0.9670000076293945},{"id":"https://openalex.org/keywords/soil-degradation","display_name":"soil degradation","score":0.5519999861717224},{"id":"https://openalex.org/keywords/hyperspectral-imagery","display_name":"hyperspectral imagery","score":0.4620000123977661}],"concepts":[{"id":"https://openalex.org/C141650431","wikidata":"https://www.wikidata.org/wiki/Q754836","display_name":"Soil salinity","level":3,"score":0.7016621828079224},{"id":"https://openalex.org/C129513315","wikidata":"https://www.wikidata.org/wiki/Q179615","display_name":"Salinity","level":2,"score":0.6765516400337219},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.651305079460144},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5873410701751709},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4462517499923706},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.2375662624835968},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.23287427425384521},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22330641746520996},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.08273705840110779},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15041066","doi":"https://doi.org/10.3390/rs15041066","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15041066","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1066/pdf?version=1676457050","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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:1112553aeb2e4600ae5c9e64eeed67f5","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/1112553aeb2e4600ae5c9e64eeed67f5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 15, Iss 4, p 1066 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15041066","doi":"https://doi.org/10.3390/rs15041066","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15041066","pdf_url":"https://www.mdpi.com/2072-4292/15/4/1066/pdf?version=1676457050","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":0.7605999708175659,"id":"https://metadata.un.org/sdg/15","display_name":"Life on land"},{"score":0.40450000762939453,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1656450170","display_name":null,"funder_award_id":"19BJL030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G346646985","display_name":null,"funder_award_id":"No.2021D01D06","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3535289379","display_name":null,"funder_award_id":"No. 41961059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4401264798","display_name":null,"funder_award_id":"41961059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G86650568","display_name":null,"funder_award_id":"XJU2022BS053","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/F4320325419","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13"},{"id":"https://openalex.org/F4320328898","display_name":"Natural Science Foundation of Xinjiang","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4321098144.pdf","grobid_xml":"https://content.openalex.org/works/W4321098144.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W25966859","https://openalex.org/W800641266","https://openalex.org/W998480184","https://openalex.org/W1470496170","https://openalex.org/W1979204143","https://openalex.org/W1984638002","https://openalex.org/W1991571253","https://openalex.org/W1998053851","https://openalex.org/W2000119679","https://openalex.org/W2040611841","https://openalex.org/W2044806093","https://openalex.org/W2045273790","https://openalex.org/W2068518809","https://openalex.org/W2077689075","https://openalex.org/W2102068507","https://openalex.org/W2104632538","https://openalex.org/W2136364160","https://openalex.org/W2153989276","https://openalex.org/W2261059368","https://openalex.org/W2295598076","https://openalex.org/W2305463677","https://openalex.org/W2486683043","https://openalex.org/W2537299594","https://openalex.org/W2560636001","https://openalex.org/W2787351754","https://openalex.org/W2795161549","https://openalex.org/W2805224709","https://openalex.org/W2823304736","https://openalex.org/W2888238379","https://openalex.org/W2891780865","https://openalex.org/W2911964244","https://openalex.org/W2913054803","https://openalex.org/W2913827273","https://openalex.org/W2922433635","https://openalex.org/W2962331302","https://openalex.org/W2964820624","https://openalex.org/W2972019346","https://openalex.org/W2994645803","https://openalex.org/W3005414182","https://openalex.org/W3048128579","https://openalex.org/W3082629838","https://openalex.org/W3087929000","https://openalex.org/W3090216892","https://openalex.org/W3091531809","https://openalex.org/W3091970490","https://openalex.org/W3096573182","https://openalex.org/W3112145214","https://openalex.org/W3116644735","https://openalex.org/W3130550871","https://openalex.org/W3131388666","https://openalex.org/W3135366015","https://openalex.org/W3161570813","https://openalex.org/W3168077336","https://openalex.org/W3178168147","https://openalex.org/W3182602688","https://openalex.org/W3193101852","https://openalex.org/W3195973013","https://openalex.org/W3199698081","https://openalex.org/W3212566395","https://openalex.org/W4214672600","https://openalex.org/W4221045366","https://openalex.org/W4223449671","https://openalex.org/W4223920369","https://openalex.org/W4225669880","https://openalex.org/W4280647697","https://openalex.org/W4281566243","https://openalex.org/W4281848847","https://openalex.org/W4283766709","https://openalex.org/W4291237326","https://openalex.org/W4293559783","https://openalex.org/W4303980637","https://openalex.org/W4306876799","https://openalex.org/W4310017889","https://openalex.org/W6601078197","https://openalex.org/W6799272344","https://openalex.org/W6841796561"],"related_works":["https://openalex.org/W1980065767","https://openalex.org/W3161182400","https://openalex.org/W2942005187","https://openalex.org/W4285605582","https://openalex.org/W2793957901","https://openalex.org/W800641266","https://openalex.org/W3161182583","https://openalex.org/W3112145214","https://openalex.org/W2908458044","https://openalex.org/W6964798727"],"abstract_inverted_index":{"One":[0],"reason":[1],"for":[2,27,49,176,212,256],"soil":[3,28,76,114,247,302],"degradation":[4],"is":[5,33,70,259],"salinization":[6],"in":[7,78],"inland":[8,79],"dryland,":[9],"which":[10],"poses":[11],"a":[12,22,34,71,213,307],"substantial":[13],"threat":[14],"to":[15,74,148,153,245,277,296],"arable":[16],"land":[17,50],"productivity.":[18],"Remote-sensing":[19],"technology":[20],"provides":[21,46],"rapid":[23],"and":[24,58,88,117,125,140,168,186,195,208,233,273,284],"accurate":[25,106],"assessment":[26],"salinity":[29,40,77,108,115,128,139,143,156,183,248,303,311],"monitoring,":[30],"but":[31],"there":[32],"lack":[35],"of":[36,65,193,203,216,220,265,275,281,301,309],"high-resolution":[37],"remote-sensing":[38],"spatial":[39,56],"estimations.":[41],"The":[42,130,179,251],"PlanetScope":[43,67,86,94,291],"satellite":[44,68,122,127],"array":[45,69],"high-precision":[47],"mapping":[48],"surface":[51],"monitoring":[52],"through":[53],"its":[54],"3-m":[55],"resolution":[57],"near-daily":[59],"revisiting":[60],"frequency.":[61],"This":[62],"study\u2019s":[63],"use":[64],"the":[66,93,97,135,189,201,204,217,221,246,260,294,299],"new":[72],"attempt":[73],"estimate":[75],"drylands.":[80],"We":[81,197],"hypothesized":[82],"that":[83,133,200,238,290],"field":[84,300],"observations,":[85],"data,":[87],"spectral":[89,119],"indices":[90,184,242],"derived":[91],"from":[92],"data":[95,116,292],"using":[96,134],"partial":[98],"least-squares":[99],"regression":[100],"(PLSR)":[101],"method":[102],"would":[103],"produce":[104,154],"reasonably":[105],"regional":[107,155],"maps":[109],"based":[110],"on":[111],"84":[112],"ground-truth":[113],"various":[118],"parameters,":[120],"like":[121],"band":[123,142,241],"reflectance,":[124],"published":[126],"indices.":[129],"results":[131,288],"showed":[132],"newly":[136,180,205],"constructed":[137,181,206],"red-edge":[138,209],"yellow":[141,182,207],"indices,":[144],"we":[145],"were":[146,174],"able":[147],"develop":[149],"several":[150],"inversion":[151],"models":[152],"maps.":[157],"Different":[158],"algorithms,":[159,223],"including":[160],"Boruta":[161,225],"feature":[162,226],"preference,":[163],"Random":[164],"Forest":[165],"algorithm":[166,172],"(RF),":[167],"Extreme":[169],"Gradient":[170],"Boosting":[171],"(XGBoost),":[173],"applied":[175],"variable":[177],"selection.":[178],"(YRNDSI":[185],"YRNDVI)":[187],"had":[188],"best":[190,252],"Pearson":[191],"correlations":[192],"0.78":[194],"\u22120.78.":[196],"also":[198],"found":[199],"proportions":[202],"bands":[210],"accounted":[211],"large":[214],"proportion":[215],"essential":[218],"strategies":[219,258],"three":[222],"with":[224,263],"preference":[227],"at":[228,231,235],"80%,":[229,232],"RF":[230],"XGBoost":[234],"60%,":[236],"indicating":[237],"these":[239],"two":[240],"contributed":[243],"more":[244],"estimation":[249,255],"results.":[250],"PLSR":[253],"model":[254,262],"different":[257],"XGBoost-PLSR":[261],"coefficient":[264],"determination":[266],"(R2),":[267],"root":[268],"mean":[269],"square":[270],"error":[271],"(RMSE),":[272],"ratio":[274],"performance":[276],"deviation":[278],"(RPD)":[279],"values":[280],"0.832,":[282],"12.050,":[283],"2.442,":[285],"respectively.":[286],"These":[287],"suggest":[289],"has":[293],"potential":[295],"significantly":[297],"advance":[298],"research":[304],"by":[305],"providing":[306],"wealth":[308],"fine-scale":[310],"information.":[312]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":5}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2023-02-17T00:00:00"}
