{"id":"https://openalex.org/W7133487879","doi":"https://doi.org/10.1007/s12145-026-02088-9","title":"Identification of spatially heterogeneous drivers of lake eutrophication in China with explainable automated machine learning","display_name":"Identification of spatially heterogeneous drivers of lake eutrophication in China with explainable automated machine learning","publication_year":2026,"publication_date":"2026-03-01","ids":{"openalex":"https://openalex.org/W7133487879","doi":"https://doi.org/10.1007/s12145-026-02088-9"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-026-02088-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-026-02088-9","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":null,"display_name":"Wenjie Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113530","display_name":"Hubei Provincial Water Resources and Hydropower Planning Survey and Design Institute","ror":"https://ror.org/01hf8qc75","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210113530"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Qin","raw_affiliation_strings":["Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","Hubei Provincial Engineering Laboratory of Solid Waste Treatment, Disposal and Recycling, 1037 Luoyu Road, Wuhan, 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Hubei Provincial Engineering Laboratory of Solid Waste Treatment, Disposal and Recycling, 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I4210113530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128101063","display_name":"Yuyi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyi Zhang","raw_affiliation_strings":["Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040927683","display_name":"Xianghan Zheng","orcid":"https://orcid.org/0000-0001-8047-3059"},"institutions":[{"id":"https://openalex.org/I4210113530","display_name":"Hubei Provincial Water Resources and Hydropower Planning Survey and Design Institute","ror":"https://ror.org/01hf8qc75","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210113530"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianghan Zheng","raw_affiliation_strings":["Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","Hubei Provincial Engineering Laboratory of Solid Waste Treatment, Disposal and Recycling, 1037 Luoyu Road, Wuhan, 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Hubei Provincial Engineering Laboratory of Solid Waste Treatment, Disposal and Recycling, 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I4210113530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128043108","display_name":"Jingping Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113530","display_name":"Hubei Provincial Water Resources and Hydropower Planning Survey and Design Institute","ror":"https://ror.org/01hf8qc75","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210113530"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingping Hu","raw_affiliation_strings":["Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","Hubei Provincial Engineering Laboratory of Solid Waste Treatment, Disposal and Recycling, 1037 Luoyu Road, Wuhan, 430074, China","State Key Laboratory of Coal Combustion, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Hubei Provincial Engineering Laboratory of Solid Waste Treatment, Disposal and Recycling, 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I4210113530"]},{"raw_affiliation_string":"State Key Laboratory of Coal Combustion, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128126127","display_name":"Huijie Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113530","display_name":"Hubei Provincial Water Resources and Hydropower Planning Survey and Design Institute","ror":"https://ror.org/01hf8qc75","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210113530"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijie Hou","raw_affiliation_strings":["Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","Hubei Provincial Engineering Laboratory of Solid Waste Treatment, Disposal and Recycling, 1037 Luoyu Road, Wuhan, 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Hubei Provincial Engineering Laboratory of Solid Waste Treatment, Disposal and Recycling, 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I4210113530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404947","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0003-4801-7162"},"institutions":[{"id":"https://openalex.org/I4210113530","display_name":"Hubei Provincial Water Resources and Hydropower Planning Survey and Design Institute","ror":"https://ror.org/01hf8qc75","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210113530"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiakuan Yang","raw_affiliation_strings":["Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","Hubei Provincial Engineering Laboratory of Solid Waste Treatment, Disposal and Recycling, 1037 Luoyu Road, Wuhan, 430074, China","State Key Laboratory of Coal Combustion, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Multi-media Pollution Cooperative Control in Yangtze Basin, School of Environmental Science & Engineering, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Hubei Provincial Engineering Laboratory of Solid Waste Treatment, Disposal and Recycling, 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I4210113530"]},{"raw_affiliation_string":"State Key Laboratory of Coal Combustion, Huazhong University of Science and Technology (HUST), 1037 Luoyu Road, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5128043108"],"corresponding_institution_ids":["https://openalex.org/I4210113530","https://openalex.org/I47720641"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20019831,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.5559999942779541,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.5559999942779541,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T10032","display_name":"Marine and coastal ecosystems","score":0.05900000035762787,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.05530000105500221,"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/eutrophication","display_name":"Eutrophication","score":0.890500009059906},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.5819000005722046},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4986000061035156},{"id":"https://openalex.org/keywords/trophic-level","display_name":"Trophic level","score":0.4767000079154968},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4219000041484833},{"id":"https://openalex.org/keywords/lake-ecosystem","display_name":"Lake ecosystem","score":0.36579999327659607},{"id":"https://openalex.org/keywords/driving-factors","display_name":"Driving factors","score":0.35910001397132874},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.35010001063346863}],"concepts":[{"id":"https://openalex.org/C186699998","wikidata":"https://www.wikidata.org/wiki/Q156698","display_name":"Eutrophication","level":3,"score":0.890500009059906},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6656000018119812},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.5819000005722046},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4986000061035156},{"id":"https://openalex.org/C72958200","wikidata":"https://www.wikidata.org/wiki/Q1053008","display_name":"Trophic level","level":2,"score":0.4767000079154968},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4738999903202057},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4219000041484833},{"id":"https://openalex.org/C42088612","wikidata":"https://www.wikidata.org/wiki/Q3229532","display_name":"Lake ecosystem","level":3,"score":0.36579999327659607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36309999227523804},{"id":"https://openalex.org/C2780083587","wikidata":"https://www.wikidata.org/wiki/Q5308081","display_name":"Driving factors","level":3,"score":0.35910001397132874},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.35429999232292175},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.35010001063346863},{"id":"https://openalex.org/C46685645","wikidata":"https://www.wikidata.org/wiki/Q2890135","display_name":"Freshwater ecosystem","level":3,"score":0.3337000012397766},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3131999969482422},{"id":"https://openalex.org/C2777489503","wikidata":"https://www.wikidata.org/wiki/Q7698936","display_name":"Temporal scales","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C180478619","wikidata":"https://www.wikidata.org/wiki/Q7574066","display_name":"Spatial heterogeneity","level":2,"score":0.3061999976634979},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.301800012588501},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C58941895","wikidata":"https://www.wikidata.org/wiki/Q295865","display_name":"Ecosystem services","level":3,"score":0.29109999537467957},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C130094819","wikidata":"https://www.wikidata.org/wiki/Q5333882","display_name":"Ecosystem management","level":3,"score":0.2590999901294708},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.258899986743927},{"id":"https://openalex.org/C539469273","wikidata":"https://www.wikidata.org/wiki/Q1749732","display_name":"Environmental monitoring","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-026-02088-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-026-02088-9","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":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5250027179718018}],"awards":[{"id":"https://openalex.org/G493620509","display_name":null,"funder_award_id":"52222006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5388443853","display_name":null,"funder_award_id":"52170134","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8086961693","display_name":null,"funder_award_id":"2024BAA012","funder_id":"https://openalex.org/F4320336744","funder_display_name":"Science and Technology Program of Hubei Province"},{"id":"https://openalex.org/G8416207527","display_name":"\u5e02\u653f\u6c61\u6ce5\u7535\u5316\u5b66\u9884\u5904\u7406\u4e2d\u80de\u5916\u805a\u5408\u7269\u6c2f\u5316\u4f5c\u7528\u673a\u5236\u53ca\u6c2f\u4ee3\u526f\u4ea7\u7269\u884d\u751f\u8c03\u63a7\u7814\u7a76","funder_award_id":"52070083","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/F4320336744","display_name":"Science and Technology Program of Hubei Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2110966879","https://openalex.org/W2120514850","https://openalex.org/W2530082106","https://openalex.org/W2556156368","https://openalex.org/W2607035032","https://openalex.org/W2625597259","https://openalex.org/W2741925805","https://openalex.org/W2803239352","https://openalex.org/W2892675915","https://openalex.org/W3021122141","https://openalex.org/W3049044712","https://openalex.org/W3170211300","https://openalex.org/W3206696966","https://openalex.org/W3217269926","https://openalex.org/W3217532397","https://openalex.org/W4200311767","https://openalex.org/W4210538803","https://openalex.org/W4220756628","https://openalex.org/W4287826698","https://openalex.org/W4297291012","https://openalex.org/W4377041400","https://openalex.org/W4378373673","https://openalex.org/W4387409568","https://openalex.org/W4388264750","https://openalex.org/W4389003091","https://openalex.org/W4392623374","https://openalex.org/W4393397123","https://openalex.org/W4395072894","https://openalex.org/W4396675289","https://openalex.org/W4398211632","https://openalex.org/W4399754238","https://openalex.org/W4399884395","https://openalex.org/W4401957107","https://openalex.org/W4406735818","https://openalex.org/W4408089955","https://openalex.org/W4408511624","https://openalex.org/W4409428979","https://openalex.org/W4413993784","https://openalex.org/W7106322466"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-06T06:45:51.903784","created_date":"2026-03-05T00:00:00"}
