{"id":"https://openalex.org/W4400515142","doi":"https://doi.org/10.3808/jei.202400519","title":"Modelling Soil \u03b413C across the Tibetan Plateau Using Deep-Learning","display_name":"Modelling Soil \u03b413C across the Tibetan Plateau Using Deep-Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400515142","doi":"https://doi.org/10.3808/jei.202400519"},"language":"en","primary_location":{"id":"doi:10.3808/jei.202400519","doi":"https://doi.org/10.3808/jei.202400519","is_oa":true,"landing_page_url":"https://doi.org/10.3808/jei.202400519","pdf_url":"http://www.jeionline.org/index.php?journal=mys&page=article&op=download&path%5B%5D=202400519&path%5B%5D=pdf_202400519","source":{"id":"https://openalex.org/S114355575","display_name":"Journal of Environmental Informatics","issn_l":"1684-8799","issn":["1684-8799","1726-2135"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","poland-140","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Environmental Informatics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.jeionline.org/index.php?journal=mys&page=article&op=download&path%5B%5D=202400519&path%5B%5D=pdf_202400519","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"T. Zhou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"T. Zhou","raw_affiliation_strings":["College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China","College of Ecology and Environment , Chengdu University of Technology , Chengdu 610059 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]},{"raw_affiliation_string":"College of Ecology and Environment , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101529102","display_name":"Yue Lai","orcid":"https://orcid.org/0000-0002-8087-2647","observed_orcids":["https://orcid.org/0000-0002-8087-2647"]},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Y. S. Lai","raw_affiliation_strings":["College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Z. H. Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Z. H. Yang","raw_affiliation_strings":["College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101890211","display_name":"Yun Shi","orcid":"https://orcid.org/0000-0001-7224-7529","observed_orcids":["https://orcid.org/0000-0001-7224-7529"]},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Y. H. Shi","raw_affiliation_strings":["College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024667774","display_name":"Xinrui Luo","orcid":"https://orcid.org/0000-0002-1645-9014","observed_orcids":["https://orcid.org/0000-0002-1645-9014"]},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"X. R. Luo","raw_affiliation_strings":["College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115597780","display_name":"Liu Li","orcid":"https://orcid.org/0009-0000-7317-4069","observed_orcids":["https://orcid.org/0009-0000-7317-4069"]},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"L. Liu","raw_affiliation_strings":["College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070888424","display_name":"Peixin Yu","orcid":"https://orcid.org/0000-0001-8892-1119","observed_orcids":["https://orcid.org/0000-0001-8892-1119"]},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"P. Yu","raw_affiliation_strings":["College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681458","display_name":"Guowei Chen","orcid":"https://orcid.org/0000-0002-3093-9866","observed_orcids":["https://orcid.org/0000-0002-3093-9866"]},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"G. Chen","raw_affiliation_strings":["College of Ecology and Environment , Chengdu University of Technology , Chengdu 610059 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Ecology and Environment , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100674756","display_name":"Le Cao","orcid":"https://orcid.org/0000-0002-4062-2985","observed_orcids":["https://orcid.org/0000-0002-4062-2985","https://orcid.org/0009-0003-1867-2489"]},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"L. X. Cao","raw_affiliation_strings":["College of Ecology and Environment , Chengdu University of Technology , Chengdu 610059 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Ecology and Environment , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111955583","display_name":"Shijie Fan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1336964347","display_name":"International Bamboo and Rattan Organization","ror":"https://ror.org/02h5sfg65","country_code":"CN","type":"government","lineage":["https://openalex.org/I1336964347"]},{"id":"https://openalex.org/I4405260908","display_name":"International Center for Bamboo and Rattan","ror":"https://ror.org/04fa47g91","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405260908"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"S. H. Fan","raw_affiliation_strings":["Key Laboratory of Bamboo and Rattan Science and Technology of National Forestry and Grassland Administration , International Centre for Bamboo and Rattan , Beijing 100102 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Bamboo and Rattan Science and Technology of National Forestry and Grassland Administration , International Centre for Bamboo and Rattan , Beijing 100102 , China","institution_ids":["https://openalex.org/I1336964347","https://openalex.org/I4405260908"]}]},{"author_position":"middle","author":{"id":null,"display_name":"C. J. Cai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1336964347","display_name":"International Bamboo and Rattan Organization","ror":"https://ror.org/02h5sfg65","country_code":"CN","type":"government","lineage":["https://openalex.org/I1336964347"]},{"id":"https://openalex.org/I4405260908","display_name":"International Center for Bamboo and Rattan","ror":"https://ror.org/04fa47g91","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405260908"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"C. J. Cai","raw_affiliation_strings":["Key Laboratory of Bamboo and Rattan Science and Technology of National Forestry and Grassland Administration , International Centre for Bamboo and Rattan , Beijing 100102 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Bamboo and Rattan Science and Technology of National Forestry and Grassland Administration , International Centre for Bamboo and Rattan , Beijing 100102 , China","institution_ids":["https://openalex.org/I1336964347","https://openalex.org/I4405260908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101539773","display_name":"Jianxin Sun","orcid":"https://orcid.org/0000-0002-9627-9397","observed_orcids":["https://orcid.org/0000-0002-9627-9397","https://orcid.org/0009-0007-0003-3821"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210141476","display_name":"Institute of Tibetan Plateau Research","ror":"https://ror.org/03zn6c508","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210141476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"J. Sun","raw_affiliation_strings":["Key Laboratory of Alpine Ecology , Institute of Tibetan Plateau Research , Chinese Academy of Sciences , Beijing 100101 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Alpine Ecology , Institute of Tibetan Plateau Research , Chinese Academy of Sciences , Beijing 100101 , China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210141476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071349910","display_name":"Shu\u2010Hua Chen","orcid":"https://orcid.org/0000-0001-5929-1074","observed_orcids":["https://orcid.org/0000-0001-5929-1074"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","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":"S. H. Chen","raw_affiliation_strings":["Key Laboratory of Water Cycle and Related Land Surface Processes , Institute of Geographic Sciences and Natural Resources Research , Chinese Academy of Sciences , Beijing 100101 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Water Cycle and Related Land Surface Processes , Institute of Geographic Sciences and Natural Resources Research , Chinese Academy of Sciences , Beijing 100101 , China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087008079","display_name":"Houyuan L\u00fc","orcid":"https://orcid.org/0000-0001-5721-6679","observed_orcids":["https://orcid.org/0000-0001-5721-6679"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"H. Y. Lu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"X. L. Ma","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"X. L. Ma","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"S. D. Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"S. D. Li","raw_affiliation_strings":["College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Earth Science , Chengdu University of Technology , Chengdu 610059 , China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066481218","display_name":"Xiaolu Tang","orcid":"https://orcid.org/0000-0001-5079-7650","observed_orcids":["https://orcid.org/0000-0001-5079-7650","https://orcid.org/0000-0001-5624-1768"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"X. L. Tang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066481218"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.534,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62327942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.8672000169754028,"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":0.8672000169754028,"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/T10004","display_name":"Soil Carbon and Nitrogen Dynamics","score":0.12960000336170197,"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/T14391","display_name":"Forest, Soil, and Plant Ecology in China","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1107","display_name":"Forestry"},"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/soil-carbon-isotopes","display_name":"soil carbon isotopes","score":0.9390000104904175},{"id":"https://openalex.org/keywords/delta13c","display_name":"\u03b413C","score":0.9259999990463257},{"id":"https://openalex.org/keywords/topsoil","display_name":"topsoil","score":0.6589999794960022},{"id":"https://openalex.org/keywords/soil-organic-carbon-turnover","display_name":"soil organic carbon turnover","score":0.8960000276565552},{"id":"https://openalex.org/keywords/beta-value","display_name":"beta value","score":0.4790000021457672},{"id":"https://openalex.org/keywords/spatial-prediction","display_name":"spatial prediction","score":0.7120000123977661},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.8600000143051147},{"id":"https://openalex.org/keywords/tibetan-plateau","display_name":"Tibetan Plateau","score":0.8119999766349792},{"id":"https://openalex.org/keywords/vegetation-types","display_name":"vegetation types","score":0.6899999976158142}],"concepts":[{"id":"https://openalex.org/C2780030769","wikidata":"https://www.wikidata.org/wiki/Q4968575","display_name":"Plateau (mathematics)","level":2,"score":0.7483747601509094},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4818483591079712},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.3660752773284912},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14878618717193604},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3808/jei.202400519","doi":"https://doi.org/10.3808/jei.202400519","is_oa":true,"landing_page_url":"https://doi.org/10.3808/jei.202400519","pdf_url":"http://www.jeionline.org/index.php?journal=mys&page=article&op=download&path%5B%5D=202400519&path%5B%5D=pdf_202400519","source":{"id":"https://openalex.org/S114355575","display_name":"Journal of Environmental Informatics","issn_l":"1684-8799","issn":["1684-8799","1726-2135"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","poland-140","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Environmental Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3808/jei.202400519","doi":"https://doi.org/10.3808/jei.202400519","is_oa":true,"landing_page_url":"https://doi.org/10.3808/jei.202400519","pdf_url":"http://www.jeionline.org/index.php?journal=mys&page=article&op=download&path%5B%5D=202400519&path%5B%5D=pdf_202400519","source":{"id":"https://openalex.org/S114355575","display_name":"Journal of Environmental Informatics","issn_l":"1684-8799","issn":["1684-8799","1726-2135"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","poland-140","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Environmental Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":1.0},{"display_name":"Life on land","id":"https://metadata.un.org/sdg/15","score":0.9599999785423279}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4246941881","display_name":null,"funder_award_id":"SKLGP2018Z004","funder_id":"https://openalex.org/F4320326848","funder_display_name":"State Key Laboratory of Geohazard Prevention and Geoenvironment Protection"}],"funders":[{"id":"https://openalex.org/F4320323826","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21"},{"id":"https://openalex.org/F4320326848","display_name":"State Key Laboratory of Geohazard Prevention and Geoenvironment Protection","ror":"https://ror.org/03s7w3c34"},{"id":"https://openalex.org/F4320328111","display_name":"Chengdu University","ror":"https://ror.org/034z67559"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400515142.pdf","grobid_xml":"https://content.openalex.org/works/W4400515142.grobid-xml"},"referenced_works_count":86,"referenced_works":["https://openalex.org/W597078358","https://openalex.org/W1543798581","https://openalex.org/W1758172574","https://openalex.org/W1922139594","https://openalex.org/W1969543759","https://openalex.org/W1969554789","https://openalex.org/W1971281706","https://openalex.org/W1971524293","https://openalex.org/W1980585312","https://openalex.org/W1990509692","https://openalex.org/W1992227891","https://openalex.org/W1996738342","https://openalex.org/W1996838292","https://openalex.org/W1999300837","https://openalex.org/W2004460510","https://openalex.org/W2015806530","https://openalex.org/W2016923461","https://openalex.org/W2019485684","https://openalex.org/W2039692574","https://openalex.org/W2040261077","https://openalex.org/W2046134756","https://openalex.org/W2055631337","https://openalex.org/W2055653562","https://openalex.org/W2063170607","https://openalex.org/W2064517850","https://openalex.org/W2065793428","https://openalex.org/W2069550034","https://openalex.org/W2085715610","https://openalex.org/W2090785325","https://openalex.org/W2104603033","https://openalex.org/W2118609875","https://openalex.org/W2126479957","https://openalex.org/W2131935694","https://openalex.org/W2136009149","https://openalex.org/W2138353304","https://openalex.org/W2139116194","https://openalex.org/W2143804637","https://openalex.org/W2144803644","https://openalex.org/W2162066644","https://openalex.org/W2162602267","https://openalex.org/W2203137389","https://openalex.org/W2410135257","https://openalex.org/W2507552877","https://openalex.org/W2513285187","https://openalex.org/W2561832150","https://openalex.org/W2588003345","https://openalex.org/W2605321570","https://openalex.org/W2607214433","https://openalex.org/W2620109964","https://openalex.org/W2620663782","https://openalex.org/W2725897987","https://openalex.org/W2736734076","https://openalex.org/W2786315765","https://openalex.org/W2801948551","https://openalex.org/W2804595293","https://openalex.org/W2811494000","https://openalex.org/W2883307220","https://openalex.org/W2903712717","https://openalex.org/W2907203129","https://openalex.org/W2913954300","https://openalex.org/W2919115771","https://openalex.org/W2924015119","https://openalex.org/W2947029445","https://openalex.org/W2967245950","https://openalex.org/W2971971893","https://openalex.org/W2981104727","https://openalex.org/W3008785850","https://openalex.org/W3036247871","https://openalex.org/W3082757864","https://openalex.org/W3112040275","https://openalex.org/W3119518633","https://openalex.org/W3126717781","https://openalex.org/W3131920755","https://openalex.org/W3132226805","https://openalex.org/W3208592396","https://openalex.org/W3210375919","https://openalex.org/W3212315536","https://openalex.org/W4210393048","https://openalex.org/W4210490715","https://openalex.org/W4288044972","https://openalex.org/W4312195854","https://openalex.org/W4319160396","https://openalex.org/W4393760662","https://openalex.org/W6911069991","https://openalex.org/W6963959162","https://openalex.org/W6967342698"],"related_works":["https://openalex.org/W3216330968","https://openalex.org/W3166522141","https://openalex.org/W4396758912","https://openalex.org/W4225113870","https://openalex.org/W4212785160","https://openalex.org/W4405946889","https://openalex.org/W7168177016","https://openalex.org/W7133326708","https://openalex.org/W2605321570","https://openalex.org/W2903712717"],"abstract_inverted_index":{"Soil":[0],"carbon":[1,10,114],"isotopes":[2],"(\u03b413C)":[3],"provide":[4,268],"reliable":[5],"insights":[6],"for":[7,173,178,183,189,273],"studying":[8],"soil":[9,49,67,112],"turnover":[11,234,280],"at":[12,52,124],"a":[13,58,77,89,137,143,162,254],"long-term":[14],"scale.":[15],"The":[16],"Tibetan":[17],"Plateau":[18],"(TP),":[19],"often":[20],"referred":[21],"as":[22,117],"\u201cthe":[23],"third":[24],"pole":[25],"of":[26,42,66,79,102,111,140,148,165,197,258],"the":[27,63,70,99,108,201,204,220,226,237,242,249,264,286],"earth\u201d,":[28],"is":[29,56],"highly":[30],"sensitive":[31],"to":[32,97,203,209,241,252,277],"global":[33,43],"climate":[34,289],"change,":[35],"and":[36,87,105,142,185,212,223,228,244,261,281],"exhibits":[37],"an":[38,194,269],"early":[39],"warning":[40],"signal":[41],"warming.":[44],"Although":[45],"many":[46],"studies":[47],"detected":[48],"\u03b413C":[50,68,82,104,118,135,151,164,199,260],"variability":[51],"site":[53],"scales,":[54],"there":[55,192],"still":[57],"knowledge":[59],"gap":[60],"existing":[61],"in":[62,219,225,236],"spatial":[64,100],"pattern":[65,101],"across":[69,154,263],"TP.":[71],"In":[72],"this":[73],"study,":[74],"we":[75],"compiled":[76],"database":[78],"198":[80],"topsoil":[81,103,134,259],"observations":[83],"from":[84,200],"published":[85],"literatures":[86],"used":[88],"modified":[90],"multi-layer":[91],"perceptron":[92],"(MLP)":[93],"neural":[94],"network":[95],"algorithm":[96],"predict":[98],"\u03b2":[106,215,262],"(indicating":[107],"decomposition":[109],"rate":[110,235],"organic":[113],"(SOC),":[115],"calculated":[116],"divided":[119],"by":[120],"logarithmically":[121],"converted":[122],"SOC)":[123],"500m":[125],"resolution.":[126],"Results":[127],"showed":[128],"that":[129],"MLP":[130],"model":[131,138],"effectively":[132],"predicted":[133,198],"with":[136,161],"efficiency":[139],"0.72":[141],"root":[144],"mean":[145,163],"square":[146],"error":[147],"1.16\u2030.":[149],"Topsoil":[150],"varied":[152],"significantly":[153],"different":[155],"ecosystem":[156],"types":[157],"(p":[158],"<":[159],"0.001)":[160],"\u201325.89":[166],"\u00b1":[167,170,176,181,187],"1.15\u2030":[168],"(mean":[169],"standard":[171],"deviation)":[172],"forests,":[174],"\u201324.91":[175],"1.03\u2030":[177],"shrublands,":[179],"\u201322.95":[180],"1.44\u2030":[182],"grasslands,":[184],"\u201318.88":[186],"2.37\u2030":[188],"deserts.":[190],"Furthermore,":[191],"was":[193],"increasing":[195],"trend":[196],"southeastern":[202],"northwestern":[205,229],"TP,":[206,230,265],"likely":[207],"linked":[208],"vegetation":[210],"type":[211],"climatic":[213],"conditions.":[214],"values":[216],"were":[217],"low":[218],"eastern":[221],"TP":[222,239,287],"higher":[224],"northern":[227],"indicating":[231],"faster":[232],"SOC":[233,279],"east":[238],"compared":[240],"north":[243],"northwest.":[245],"This":[246],"study":[247,278],"represents":[248],"first":[250],"effort":[251],"develop":[253],"fine":[255],"resolution":[256],"product":[257],"which":[266],"could":[267],"independent,":[270],"data-driven":[271],"benchmark":[272],"biogeochemical":[274],"cycling":[275],"models":[276],"terrestrial":[282],"carbon-climate":[283],"feedback":[284],"over":[285],"under":[288],"change.":[290]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-07-11T00:00:00"}