{"id":"https://openalex.org/W4397040195","doi":"https://doi.org/10.1007/s12145-024-01329-z","title":"Predictive modeling of diverse factors impacting regional soil erosion degree with machine learning","display_name":"Predictive modeling of diverse factors impacting regional soil erosion degree with machine learning","publication_year":2024,"publication_date":"2024-05-18","ids":{"openalex":"https://openalex.org/W4397040195","doi":"https://doi.org/10.1007/s12145-024-01329-z"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01329-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01329-z","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072833092","display_name":"Songan Hou","orcid":"https://orcid.org/0000-0001-5399-6495"},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Songan Hou","raw_affiliation_strings":["Department of Dynamics and Control, Beihang University, Beijing, People\u2019s Republic of China","Department of Dynamics and Control, Beihang University, Xueyuan Road, Beijing, 100191, People\u2019s Republic of China","Yinshanbeilu Grassland Eco-hydrology National Observation and Research Station, Beijing, People\u2019s Republic of China","Yinshanbeilu Grassland Eco-hydrology National Observation and Research Station, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Dynamics and Control, Beihang University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Department of Dynamics and Control, Beihang University, Xueyuan Road, Beijing, 100191, People\u2019s Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Yinshanbeilu Grassland Eco-hydrology National Observation and Research Station, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210134523"]},{"raw_affiliation_string":"Yinshanbeilu Grassland Eco-hydrology National Observation and Research Station, Beijing, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009404767","display_name":"Ying Yu","orcid":"https://orcid.org/0000-0002-3480-4571"},"institutions":[{"id":"https://openalex.org/I4210134523","display_name":"State Forestry and Grassland Administration","ror":"https://ror.org/03f2n3n81","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134523"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ying Yu","raw_affiliation_strings":["Department of Dynamics and Control, Beihang University, Beijing, People\u2019s Republic of China","Department of Dynamics and Control, Beihang University, Xueyuan Road, Beijing, 100191, People\u2019s Republic of China","Yinshanbeilu Grassland Eco-hydrology National Observation and Research Station, Beijing, People\u2019s Republic of China","Yinshanbeilu Grassland Eco-hydrology National Observation and Research Station, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Dynamics and Control, Beihang University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Department of Dynamics and Control, Beihang University, Xueyuan Road, Beijing, 100191, People\u2019s Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Yinshanbeilu Grassland Eco-hydrology National Observation and Research Station, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210134523"]},{"raw_affiliation_string":"Yinshanbeilu Grassland Eco-hydrology National Observation and Research Station, Beijing, People's Republic of China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100760905","display_name":"Qingyun Wang","orcid":"https://orcid.org/0000-0001-8756-4383"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingyun Wang","raw_affiliation_strings":["Department of Dynamics and Control, Beihang University, Beijing, People\u2019s Republic of China","Department of Dynamics and Control, Beihang University, Xueyuan Road, Beijing, 100191, People\u2019s Republic of China","Department of Dynamics and Control, Beihang University, Xueyuan Road, Beijing, 100191, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Dynamics and Control, Beihang University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Department of Dynamics and Control, Beihang University, Xueyuan Road, Beijing, 100191, People\u2019s Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Department of Dynamics and Control, Beihang University, Xueyuan Road, Beijing, 100191, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009404767","https://openalex.org/A5072833092","https://openalex.org/A5100760905"],"corresponding_institution_ids":["https://openalex.org/I4210134523","https://openalex.org/I82880672"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":1.2255,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78416908,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"17","issue":"4","first_page":"3039","last_page":"3051"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10889","display_name":"Soil erosion and sediment transport","score":0.9986000061035156,"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/T10889","display_name":"Soil erosion and sediment transport","score":0.9986000061035156,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9639000296592712,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9312000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.6323819160461426},{"id":"https://openalex.org/keywords/erosion","display_name":"Erosion","score":0.6256715059280396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46643781661987305},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.42829763889312744},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.3417609930038452},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.326560378074646},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2619210481643677},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.165839284658432},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15608137845993042},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.12536942958831787},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.10216018557548523}],"concepts":[{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.6323819160461426},{"id":"https://openalex.org/C123157820","wikidata":"https://www.wikidata.org/wiki/Q80026","display_name":"Erosion","level":2,"score":0.6256715059280396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46643781661987305},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.42829763889312744},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.3417609930038452},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.326560378074646},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2619210481643677},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.165839284658432},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15608137845993042},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.12536942958831787},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.10216018557548523},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-024-01329-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01329-z","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1559436054","https://openalex.org/W1596061762","https://openalex.org/W1963514549","https://openalex.org/W2038934430","https://openalex.org/W2047322739","https://openalex.org/W2071602195","https://openalex.org/W2075820042","https://openalex.org/W2080468149","https://openalex.org/W2090674838","https://openalex.org/W2112796928","https://openalex.org/W2139858665","https://openalex.org/W2166822119","https://openalex.org/W2519796145","https://openalex.org/W2580320617","https://openalex.org/W2788043166","https://openalex.org/W2950851751","https://openalex.org/W2972875359","https://openalex.org/W3043068378","https://openalex.org/W3047218152","https://openalex.org/W3091953344","https://openalex.org/W3124733172","https://openalex.org/W3157775668","https://openalex.org/W3176554196","https://openalex.org/W3177738539","https://openalex.org/W3217378117","https://openalex.org/W4224087083","https://openalex.org/W4224245234","https://openalex.org/W4229801112","https://openalex.org/W4281663376","https://openalex.org/W4378472414"],"related_works":["https://openalex.org/W2399035783","https://openalex.org/W3161230432","https://openalex.org/W4367190712","https://openalex.org/W2168900540","https://openalex.org/W1487201914","https://openalex.org/W2003333417","https://openalex.org/W4301429470","https://openalex.org/W280458463","https://openalex.org/W1170131723","https://openalex.org/W2125310826"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
