{"id":"https://openalex.org/W3150653528","doi":"https://doi.org/10.3390/ijgi10040233","title":"Modeling Soil Moisture from Multisource Data by Stepwise Multilinear Regression: An Application to the Chinese Loess Plateau","display_name":"Modeling Soil Moisture from Multisource Data by Stepwise Multilinear Regression: An Application to the Chinese Loess Plateau","publication_year":2021,"publication_date":"2021-04-06","ids":{"openalex":"https://openalex.org/W3150653528","doi":"https://doi.org/10.3390/ijgi10040233","mag":"3150653528"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi10040233","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10040233","pdf_url":"https://www.mdpi.com/2220-9964/10/4/233/pdf","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/10/4/233/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046924523","display_name":"Lina Yuan","orcid":"https://orcid.org/0000-0002-2163-4550"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lina Yuan","raw_affiliation_strings":["School of Public Policy and Management, China University of Mining and Technology, Daxue Road 1, Xuzhou 221116, China"],"affiliations":[{"raw_affiliation_string":"School of Public Policy and Management, China University of Mining and Technology, Daxue Road 1, Xuzhou 221116, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642143","display_name":"Long Li","orcid":"https://orcid.org/0000-0001-7763-1108"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["BE","CN"],"is_corresponding":false,"raw_author_name":"Long Li","raw_affiliation_strings":["Department of Geography &amp; Earth System Science, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium","School of Public Policy and Management, China University of Mining and Technology, Daxue Road 1, Xuzhou 221116, China"],"affiliations":[{"raw_affiliation_string":"Department of Geography &amp; Earth System Science, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"School of Public Policy and Management, China University of Mining and Technology, Daxue Road 1, Xuzhou 221116, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047110583","display_name":"Ting Zhang","orcid":"https://orcid.org/0000-0003-3183-6612"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Zhang","raw_affiliation_strings":["School of Public Policy and Management, China University of Mining and Technology, Daxue Road 1, Xuzhou 221116, China"],"affiliations":[{"raw_affiliation_string":"School of Public Policy and Management, China University of Mining and Technology, Daxue Road 1, Xuzhou 221116, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083291651","display_name":"Longqian Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Longqian Chen","raw_affiliation_strings":["School of Public Policy and Management, China University of Mining and Technology, Daxue Road 1, Xuzhou 221116, China"],"affiliations":[{"raw_affiliation_string":"School of Public Policy and Management, China University of Mining and Technology, Daxue Road 1, Xuzhou 221116, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656731","display_name":"Weiqiang Liu","orcid":"https://orcid.org/0000-0002-3657-436X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqiang Liu","raw_affiliation_strings":["School of Environment and Spatial Informatics, China University of Mining and Technology, Daxue Road 1, Xuzhou 221116, China"],"affiliations":[{"raw_affiliation_string":"School of Environment and Spatial Informatics, China University of Mining and Technology, Daxue Road 1, Xuzhou 221116, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103179210","display_name":"Sai Hu","orcid":"https://orcid.org/0000-0002-6359-6345"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sai Hu","raw_affiliation_strings":["School of Humanities and Law, Jiangsu Ocean University, Cangwu Road 59, Lianyungang 222005, China"],"affiliations":[{"raw_affiliation_string":"School of Humanities and Law, Jiangsu Ocean University, Cangwu Road 59, Lianyungang 222005, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003504633","display_name":"Longhua Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Longhua Yang","raw_affiliation_strings":["Department of Research and Development, Shanghai Gongjing Environmental Protection Co., Ltd., Yuanjiang Road 525, Shanghai 201100, China"],"affiliations":[{"raw_affiliation_string":"Department of Research and Development, Shanghai Gongjing Environmental Protection Co., Ltd., Yuanjiang Road 525, Shanghai 201100, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5083291651"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.0057,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.71801591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"10","issue":"4","first_page":"233","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10716","display_name":"Soil and Unsaturated Flow","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6044910550117493},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5286203622817993},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.5112714767456055},{"id":"https://openalex.org/keywords/collinearity","display_name":"Collinearity","score":0.48013994097709656},{"id":"https://openalex.org/keywords/stepwise-regression","display_name":"Stepwise regression","score":0.4760308563709259},{"id":"https://openalex.org/keywords/multilinear-map","display_name":"Multilinear map","score":0.46108242869377136},{"id":"https://openalex.org/keywords/moderate-resolution-imaging-spectroradiometer","display_name":"Moderate-resolution imaging spectroradiometer","score":0.42750757932662964},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4267627000808716},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3777780532836914},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35455137491226196},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.2054867148399353}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6044910550117493},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5286203622817993},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.5112714767456055},{"id":"https://openalex.org/C106192678","wikidata":"https://www.wikidata.org/wiki/Q1419761","display_name":"Collinearity","level":2,"score":0.48013994097709656},{"id":"https://openalex.org/C170964787","wikidata":"https://www.wikidata.org/wiki/Q7611170","display_name":"Stepwise regression","level":2,"score":0.4760308563709259},{"id":"https://openalex.org/C84392682","wikidata":"https://www.wikidata.org/wiki/Q1952404","display_name":"Multilinear map","level":2,"score":0.46108242869377136},{"id":"https://openalex.org/C2777007095","wikidata":"https://www.wikidata.org/wiki/Q676840","display_name":"Moderate-resolution imaging spectroradiometer","level":3,"score":0.42750757932662964},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4267627000808716},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3777780532836914},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35455137491226196},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.2054867148399353},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/ijgi10040233","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10040233","pdf_url":"https://www.mdpi.com/2220-9964/10/4/233/pdf","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:152001","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/modeling-soil-moisture-from-multisource-data-by-stepwise-multilinear-regression-an-application-to-the-chinese-loess-plateau(2ddbdb5b-0e6f-4412-8469-ea0bfd929882).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:doaj.org/article:7bb0fa51bc714ae1bbfaf95647b1e688","is_oa":true,"landing_page_url":"https://doaj.org/article/7bb0fa51bc714ae1bbfaf95647b1e688","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":"ISPRS International Journal of Geo-Information, Vol 10, Iss 4, p 233 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/10/4/233/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi10040233","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":"ISPRS International Journal of Geo-Information; Volume 10; Issue 4; Pages: 233","raw_type":"Text"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:205158","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ijgi10040233","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi10040233","pdf_url":"https://www.mdpi.com/2220-9964/10/4/233/pdf","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2432397809","display_name":null,"funder_award_id":"2018ZDPY07","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3150653528.pdf","grobid_xml":"https://content.openalex.org/works/W3150653528.grobid-xml"},"referenced_works_count":129,"referenced_works":["https://openalex.org/W405767676","https://openalex.org/W1619512755","https://openalex.org/W1855181689","https://openalex.org/W1856111382","https://openalex.org/W1927890846","https://openalex.org/W1950808534","https://openalex.org/W1971913671","https://openalex.org/W1978126502","https://openalex.org/W1981218621","https://openalex.org/W1981348720","https://openalex.org/W1982931704","https://openalex.org/W1984820544","https://openalex.org/W1991287071","https://openalex.org/W1991593960","https://openalex.org/W1997641516","https://openalex.org/W2004573327","https://openalex.org/W2005181895","https://openalex.org/W2011156649","https://openalex.org/W2021277217","https://openalex.org/W2024192068","https://openalex.org/W2027037884","https://openalex.org/W2028251433","https://openalex.org/W2032257095","https://openalex.org/W2032443320","https://openalex.org/W2052229123","https://openalex.org/W2057996009","https://openalex.org/W2061071248","https://openalex.org/W2066192517","https://openalex.org/W2066544083","https://openalex.org/W2072406814","https://openalex.org/W2076669576","https://openalex.org/W2084117724","https://openalex.org/W2084352886","https://openalex.org/W2112477127","https://openalex.org/W2115799568","https://openalex.org/W2120249896","https://openalex.org/W2121175593","https://openalex.org/W2128000916","https://openalex.org/W2128379105","https://openalex.org/W2142140549","https://openalex.org/W2142409859","https://openalex.org/W2151989157","https://openalex.org/W2170966689","https://openalex.org/W2187365236","https://openalex.org/W2261750444","https://openalex.org/W2283805478","https://openalex.org/W2286406264","https://openalex.org/W2290353656","https://openalex.org/W2320336862","https://openalex.org/W2330599279","https://openalex.org/W2338345836","https://openalex.org/W2443939784","https://openalex.org/W2509917403","https://openalex.org/W2523419686","https://openalex.org/W2558381505","https://openalex.org/W2580639294","https://openalex.org/W2662757386","https://openalex.org/W2689919191","https://openalex.org/W2737135139","https://openalex.org/W2740857609","https://openalex.org/W2741401957","https://openalex.org/W2753098814","https://openalex.org/W2754909123","https://openalex.org/W2756162836","https://openalex.org/W2763699948","https://openalex.org/W2765220517","https://openalex.org/W2766008586","https://openalex.org/W2767489146","https://openalex.org/W2767688658","https://openalex.org/W2767853190","https://openalex.org/W2778020457","https://openalex.org/W2785383945","https://openalex.org/W2790473419","https://openalex.org/W2790949865","https://openalex.org/W2791111398","https://openalex.org/W2791705010","https://openalex.org/W2792192198","https://openalex.org/W2792833813","https://openalex.org/W2793532906","https://openalex.org/W2795598921","https://openalex.org/W2803881419","https://openalex.org/W2804415560","https://openalex.org/W2886280815","https://openalex.org/W2887259694","https://openalex.org/W2899086757","https://openalex.org/W2900027839","https://openalex.org/W2900701933","https://openalex.org/W2901773987","https://openalex.org/W2902268801","https://openalex.org/W2910834806","https://openalex.org/W2912658801","https://openalex.org/W2921070309","https://openalex.org/W2924270381","https://openalex.org/W2925161510","https://openalex.org/W2952953441","https://openalex.org/W2973247779","https://openalex.org/W2983925729","https://openalex.org/W2989206286","https://openalex.org/W2999693988","https://openalex.org/W3002088579","https://openalex.org/W3005479907","https://openalex.org/W3006795663","https://openalex.org/W3008271776","https://openalex.org/W3025465815","https://openalex.org/W3029887509","https://openalex.org/W3030251879","https://openalex.org/W3043407131","https://openalex.org/W3047159920","https://openalex.org/W3048035020","https://openalex.org/W3089286070","https://openalex.org/W3092442020","https://openalex.org/W3093122426","https://openalex.org/W3097462304","https://openalex.org/W3111288688","https://openalex.org/W3111808594","https://openalex.org/W3111936024","https://openalex.org/W3112824784","https://openalex.org/W3121378357","https://openalex.org/W3122541661","https://openalex.org/W3127684424","https://openalex.org/W4385404838","https://openalex.org/W6639063596","https://openalex.org/W6696293089","https://openalex.org/W6696365603","https://openalex.org/W6744153117","https://openalex.org/W6746187933","https://openalex.org/W6756145250","https://openalex.org/W6778498768","https://openalex.org/W6780553714"],"related_works":["https://openalex.org/W2159670039","https://openalex.org/W4318719034","https://openalex.org/W37958683","https://openalex.org/W1999178348","https://openalex.org/W2350579522","https://openalex.org/W2369898586","https://openalex.org/W3095368063","https://openalex.org/W2378860096","https://openalex.org/W2401674628","https://openalex.org/W2895823535"],"abstract_inverted_index":{"This":[0,205],"study":[1],"aims":[2],"to":[3,7,28,68,72,111,220],"integrate":[4],"multisource":[5,218],"data":[6,61,219],"model":[8,112,122,180],"the":[9,15,30,49,81,115,121,141,169,179,188,198,211,215,229],"relative":[10],"soil":[11,57,155],"moisture":[12],"(RSM)":[13],"over":[14,140],"Chinese":[16,142],"Loess":[17,143],"Plateau":[18],"in":[19,26,168,183,228],"2017":[20],"by":[21],"stepwise":[22],"multilinear":[23],"regression":[24,170],"(SMLR)":[25],"order":[27],"improve":[29],"spatial":[31,88,193],"coverage":[32,194],"of":[33,90,109,120,147,157,197,217,231],"our":[34],"previously":[35],"published":[36],"RSM.":[37,232],"First,":[38],"34":[39],"candidate":[40],"variables":[41,69,146,177],"(12":[42],"quantitative":[43],"and":[44,55,59,86,98,134,151,159,185],"22":[45],"dummy":[46,176],"variables)":[47],"from":[48],"Moderate":[50],"Resolution":[51],"Imaging":[52],"Spectroradiometer":[53],"(MODIS)":[54],"topographic,":[56],"properties,":[58],"meteorological":[60],"were":[62,92],"preprocessed.":[63],"Then,":[64],"SMLR":[65,110,212],"was":[66,105],"applied":[67],"without":[70],"multicollinearity":[71],"select":[73],"statistically":[74],"significant":[75,208],"(p-value":[76],"&lt;":[77],"0.05)":[78],"variables.":[79],"After":[80],"accuracy":[82,117],"assessment,":[83],"monthly,":[84],"seasonal,":[85],"annual":[87],"patterns":[89],"RSM":[91,113,190,200],"mapped":[93],"at":[94],"500":[95],"m":[96,150],"resolution":[97,225],"evaluated.":[99],"The":[100,145],"results":[101],"indicate":[102],"that":[103,196],"there":[104],"a":[106,207],"high":[107],"potential":[108],"with":[114,123],"desired":[116],"(best":[118],"fit":[119,181],"Pearson\u2019s":[124],"r":[125],"=":[126,132,138],"0.969,":[127],"root":[128],"mean":[129,135],"square":[130],"error":[131,137],"0.761%,":[133],"absolute":[136],"0.576%)":[139],"Plateau.":[144],"elevation":[148],"(0\u2013500":[149],"2000\u20132500":[152],"m),":[153],"precipitation,":[154],"texture":[156],"loam,":[158],"nighttime":[160],"land":[161],"surface":[162],"temperature":[163],"can":[164],"continuously":[165],"be":[166],"used":[167],"models":[171],"for":[172,201],"all":[173,203],"seasons.":[174],"Including":[175],"improved":[178],"both":[182],"calibration":[184],"validation.":[186],"Moreover,":[187],"SMLR-modeled":[189],"achieved":[191],"better":[192],"than":[195],"reference":[199],"almost":[202],"periods.":[204],"is":[206],"finding":[209],"as":[210],"method":[213],"supports":[214],"use":[216],"complement":[221],"and/or":[222],"replace":[223],"coarse":[224],"satellite":[226],"imagery":[227],"estimation":[230]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
