{"id":"https://openalex.org/W4283390909","doi":"https://doi.org/10.1016/j.scitotenv.2022.156867","title":"Comparison between optimized MaxEnt and random forest modeling in predicting potential distribution: A case study with Quasipaa boulengeri in China","display_name":"Comparison between optimized MaxEnt and random forest modeling in predicting potential distribution: A case study with Quasipaa boulengeri in China","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4283390909","doi":"https://doi.org/10.1016/j.scitotenv.2022.156867","pmid":"https://pubmed.ncbi.nlm.nih.gov/35752245"},"language":"en","primary_location":{"id":"doi:10.1016/j.scitotenv.2022.156867","doi":"https://doi.org/10.1016/j.scitotenv.2022.156867","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.scitotenv.2022.156867","pdf_url":null,"source":{"id":"https://openalex.org/S86852077","display_name":"The Science of The Total Environment","issn_l":"0048-9697","issn":["0048-9697","1879-1026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science of The Total Environment","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5059928771","display_name":"Ziyi Zhao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210156332","display_name":"Chinese Research Academy of Environmental Sciences","ror":"https://ror.org/05t8xvx87","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210156332"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyi Zhao","raw_affiliation_strings":["State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China; School of Ecology, Lanzhou University, Lanzhou 730000, China","School of Ecology, Lanzhou University, Lanzhou 730000, China","State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China; School of Ecology, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I4210156332","https://openalex.org/I76214153"]},{"raw_affiliation_string":"School of Ecology, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China","institution_ids":["https://openalex.org/I4210156332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043977636","display_name":"Nengwen Xiao","orcid":"https://orcid.org/0000-0002-7482-135X","observed_orcids":["https://orcid.org/0000-0002-7482-135X"]},"institutions":[{"id":"https://openalex.org/I4210156332","display_name":"Chinese Research Academy of Environmental Sciences","ror":"https://ror.org/05t8xvx87","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210156332"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nengwen Xiao","raw_affiliation_strings":["State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China. Electronic address: xiaonw@craes.org.cn","State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China. Electronic address: xiaonw@craes.org.cn","institution_ids":["https://openalex.org/I4210156332"]},{"raw_affiliation_string":"State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China","institution_ids":["https://openalex.org/I4210156332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101433322","display_name":"Mei Shen","orcid":"https://orcid.org/0000-0001-5582-438X","observed_orcids":["https://orcid.org/0000-0001-5582-438X"]},"institutions":[{"id":"https://openalex.org/I4210156332","display_name":"Chinese Research Academy of Environmental Sciences","ror":"https://ror.org/05t8xvx87","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210156332"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei Shen","raw_affiliation_strings":["State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China","institution_ids":["https://openalex.org/I4210156332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110709175","display_name":"Junsheng Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210156332","display_name":"Chinese Research Academy of Environmental Sciences","ror":"https://ror.org/05t8xvx87","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210156332"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junsheng Li","raw_affiliation_strings":["State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China","institution_ids":["https://openalex.org/I4210156332"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043977636"],"corresponding_institution_ids":["https://openalex.org/I4210156332"],"apc_list":{"value":3500,"currency":"USD","value_usd":3500},"apc_paid":null,"fwci":91.5052,"has_fulltext":false,"cited_by_count":175,"citation_normalized_percentile":{"value":0.99917893,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"842","issue":null,"first_page":"156867","last_page":"156867"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10332","display_name":"Amphibian and Reptile Biology","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"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/T10302","display_name":"Fish Ecology and Management Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/quasipaa-boulengeri","display_name":"Quasipaa boulengeri","score":0.9990000128746033},{"id":"https://openalex.org/keywords/species-distribution-modeling","display_name":"species distribution modeling","score":0.8309999704360962},{"id":"https://openalex.org/keywords/maxent","display_name":"MaxEnt","score":0.8029999732971191},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.9990000128746033},{"id":"https://openalex.org/keywords/potential-distribution","display_name":"potential distribution","score":0.6520000100135803},{"id":"https://openalex.org/keywords/habitat-suitability","display_name":"habitat suitability","score":0.9300000071525574},{"id":"https://openalex.org/keywords/threatened-amphibians","display_name":"endangered amphibians","score":0.5839999914169312},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.5059999823570251},{"id":"https://openalex.org/keywords/environmental-drivers","display_name":"environmental drivers","score":0.43299999833106995},{"id":"https://openalex.org/keywords/climatic-variables","display_name":"climatic variables","score":0.42899999022483826}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7521592378616333},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5185633301734924},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4803836941719055},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.42315536737442017},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4201244115829468},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3639795184135437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34326863288879395},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3173553943634033},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21649906039237976},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001001","descriptor_name":"Anura","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013696","descriptor_name":"Temperature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.scitotenv.2022.156867","doi":"https://doi.org/10.1016/j.scitotenv.2022.156867","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.scitotenv.2022.156867","pdf_url":null,"source":{"id":"https://openalex.org/S86852077","display_name":"The Science of The Total Environment","issn_l":"0048-9697","issn":["0048-9697","1879-1026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science of The Total Environment","raw_type":"journal-article"},{"id":"pmid:35752245","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35752245","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Science of the total environment","raw_type":"Journal Article"},{"id":"pmh:oai:/ir.lzu.edu.cn/:262010/483438","doi":null,"is_oa":false,"landing_page_url":"https://ir.lzu.edu.cn/handle/262010/483438","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7605999708175659,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5144395686","display_name":null,"funder_award_id":"2019HJ2096001006","funder_id":"https://openalex.org/F4320328635","funder_display_name":"Ministry of Ecology and Environment, The People\u2019s Republic of China"}],"funders":[{"id":"https://openalex.org/F4320328635","display_name":"Ministry of Ecology and Environment, The People\u2019s Republic of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1526319989","https://openalex.org/W1544024454","https://openalex.org/W1594031697","https://openalex.org/W1678356000","https://openalex.org/W1966743036","https://openalex.org/W1967588242","https://openalex.org/W1969425659","https://openalex.org/W1979759959","https://openalex.org/W1987956762","https://openalex.org/W1989313742","https://openalex.org/W1999107174","https://openalex.org/W2002322727","https://openalex.org/W2002758482","https://openalex.org/W2005405996","https://openalex.org/W2033686454","https://openalex.org/W2041102560","https://openalex.org/W2042783301","https://openalex.org/W2051851907","https://openalex.org/W2060298585","https://openalex.org/W2080371836","https://openalex.org/W2081334206","https://openalex.org/W2097601813","https://openalex.org/W2102201073","https://openalex.org/W2106779184","https://openalex.org/W2112315008","https://openalex.org/W2118436877","https://openalex.org/W2125948932","https://openalex.org/W2128285285","https://openalex.org/W2129435498","https://openalex.org/W2132143030","https://openalex.org/W2135004835","https://openalex.org/W2139416101","https://openalex.org/W2156182980","https://openalex.org/W2161548576","https://openalex.org/W2166345640","https://openalex.org/W2172138805","https://openalex.org/W2174882701","https://openalex.org/W2208293910","https://openalex.org/W2271882891","https://openalex.org/W2531640182","https://openalex.org/W2537818838","https://openalex.org/W2565855371","https://openalex.org/W2580476025","https://openalex.org/W2595060334","https://openalex.org/W2600681398","https://openalex.org/W2606140141","https://openalex.org/W2614464134","https://openalex.org/W2767568753","https://openalex.org/W2794086847","https://openalex.org/W2796679151","https://openalex.org/W2885635430","https://openalex.org/W2896794088","https://openalex.org/W2899056763","https://openalex.org/W2902359937","https://openalex.org/W2905409810","https://openalex.org/W2911414200","https://openalex.org/W2911964244","https://openalex.org/W2914721251","https://openalex.org/W2918462293","https://openalex.org/W2944263102","https://openalex.org/W2949632235","https://openalex.org/W2949796636","https://openalex.org/W2965035851","https://openalex.org/W2975563849","https://openalex.org/W2990184963","https://openalex.org/W2990859359","https://openalex.org/W2991540945","https://openalex.org/W3007396174","https://openalex.org/W3011364342","https://openalex.org/W3013744121","https://openalex.org/W3025682631","https://openalex.org/W3048371687","https://openalex.org/W3072297155","https://openalex.org/W3083395511","https://openalex.org/W3088656997","https://openalex.org/W3090779497","https://openalex.org/W3100597602","https://openalex.org/W3150187018","https://openalex.org/W4221114579","https://openalex.org/W4252863041"],"related_works":["https://openalex.org/W2139416101","https://openalex.org/W4394718571","https://openalex.org/W2784204027","https://openalex.org/W2589017266","https://openalex.org/W2555963373","https://openalex.org/W7162952975","https://openalex.org/W4321459945","https://openalex.org/W7221697428","https://openalex.org/W4385493813","https://openalex.org/W4321332709"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":48},{"year":2025,"cited_by_count":61},{"year":2024,"cited_by_count":35},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":4}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2022-06-25T00:00:00"}