{"id":"https://openalex.org/W4392507610","doi":"https://doi.org/10.1080/19475683.2024.2324398","title":"A case-based reasoning strategy of integrating case-level and covariate-level reasoning to automatically select covariates for spatial prediction","display_name":"A case-based reasoning strategy of integrating case-level and covariate-level reasoning to automatically select covariates for spatial prediction","publication_year":2024,"publication_date":"2024-03-06","ids":{"openalex":"https://openalex.org/W4392507610","doi":"https://doi.org/10.1080/19475683.2024.2324398"},"language":"en","primary_location":{"id":"doi:10.1080/19475683.2024.2324398","is_oa":true,"landing_page_url":"https://doi.org/10.1080/19475683.2024.2324398","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/19475683.2024.2324398?needAccess=true","source":{"id":"https://openalex.org/S4210199948","display_name":"Annals of GIS","issn_l":"1082-4006","issn":["1082-4006","1947-5683","1947-5691","2374-9318"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of GIS","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/19475683.2024.2324398?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100429824","display_name":"Yijie Wang","orcid":"https://orcid.org/0000-0002-0779-1189"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-Jie Wang","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0779-1189","affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China","institution_ids":["https://openalex.org/I4210160793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089681682","display_name":"Cheng\u2010Zhi Qin","orcid":"https://orcid.org/0000-0002-5910-9807"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]},{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cheng-Zhi Qin","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application and School of Geography, Nanjing Normal University, Nanjing, China","School of Geography and Tourism, Shaanxi Normal University, Xi\u2019an, China","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China","School of Geography and Tourism, Shaanxi Normal University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-5910-9807","affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application and School of Geography, Nanjing Normal University, Nanjing, China","institution_ids":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]},{"raw_affiliation_string":"School of Geography and Tourism, Shaanxi Normal University, Xi\u2019an, China","institution_ids":["https://openalex.org/I88830068"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China","institution_ids":["https://openalex.org/I4210160793"]},{"raw_affiliation_string":"School of Geography and Tourism, Shaanxi Normal University, Xi'an, China","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030532888","display_name":"Peng Liang","orcid":"https://orcid.org/0000-0003-3098-9633"},"institutions":[{"id":"https://openalex.org/I90149893","display_name":"China Earthquake Administration","ror":"https://ror.org/045sza929","country_code":"CN","type":"facility","lineage":["https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Liang","raw_affiliation_strings":["Key Laboratory of Earthquake Prediction, Institute of Earthquake Forecasting, China Earthquake Administration, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Earthquake Prediction, Institute of Earthquake Forecasting, China Earthquake Administration, Beijing, China","institution_ids":["https://openalex.org/I90149893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024795817","display_name":"Liang\u2010Jun Zhu","orcid":"https://orcid.org/0000-0001-6181-4313"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang-Jun Zhu","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China","institution_ids":["https://openalex.org/I4210160793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102886809","display_name":"Ziyue Chen","orcid":"https://orcid.org/0000-0003-4103-3792"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zi-Yue Chen","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China","institution_ids":["https://openalex.org/I4210160793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100540775","display_name":"Chenglong Wu","orcid":"https://orcid.org/0000-0001-6008-999X"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng-Long Wu","raw_affiliation_strings":["College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China","institution_ids":["https://openalex.org/I4210160793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057571908","display_name":"A\u2010Xing Zhu","orcid":"https://orcid.org/0000-0002-5725-0460"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]},{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]},{"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","US"],"is_corresponding":false,"raw_author_name":"A-Xing Zhu","raw_affiliation_strings":["Department of Geography, University of Wisconsin-Madison, Madison, WI, USA","Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application and School of Geography, Nanjing Normal University, Nanjing, China","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Wisconsin-Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application and School of Geography, Nanjing Normal University, Nanjing, China","institution_ids":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Beijing, China","institution_ids":["https://openalex.org/I4210160793"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5089681682"],"corresponding_institution_ids":["https://openalex.org/I152031979","https://openalex.org/I4210141657","https://openalex.org/I4210160793","https://openalex.org/I4210165038","https://openalex.org/I88830068"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":2.5031,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88383156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"30","issue":"2","first_page":"199","last_page":"214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9793999791145325,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10535","display_name":"Landslides and related hazards","score":0.9793999791145325,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9681000113487244,"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/covariate","display_name":"Covariate","score":0.960197925567627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5768653154373169},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5698601007461548},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.43100476264953613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37950414419174194},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3787667155265808},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34530144929885864},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.32304173707962036},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1719837784767151}],"concepts":[{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.960197925567627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5768653154373169},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5698601007461548},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.43100476264953613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37950414419174194},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3787667155265808},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34530144929885864},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32304173707962036},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1719837784767151}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/19475683.2024.2324398","is_oa":true,"landing_page_url":"https://doi.org/10.1080/19475683.2024.2324398","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/19475683.2024.2324398?needAccess=true","source":{"id":"https://openalex.org/S4210199948","display_name":"Annals of GIS","issn_l":"1082-4006","issn":["1082-4006","1947-5683","1947-5691","2374-9318"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of GIS","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0086c3b8d509418ca3d3b2dce8913e4c","is_oa":true,"landing_page_url":"https://doaj.org/article/0086c3b8d509418ca3d3b2dce8913e4c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of GIS, Vol 30, Iss 2, Pp 199-214 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/19475683.2024.2324398","is_oa":true,"landing_page_url":"https://doi.org/10.1080/19475683.2024.2324398","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/19475683.2024.2324398?needAccess=true","source":{"id":"https://openalex.org/S4210199948","display_name":"Annals of GIS","issn_l":"1082-4006","issn":["1082-4006","1947-5683","1947-5691","2374-9318"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of GIS","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1418952276","display_name":null,"funder_award_id":"YPI005","funder_id":"https://openalex.org/F4320326832","funder_display_name":"State Key Laboratory of Resources and Environmental Information System"},{"id":"https://openalex.org/G2751640549","display_name":null,"funder_award_id":"2023-148","funder_id":"https://openalex.org/F4320322529","funder_display_name":"Shaanxi Normal University"}],"funders":[{"id":"https://openalex.org/F4320322529","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493"},{"id":"https://openalex.org/F4320326832","display_name":"State Key Laboratory of Resources and Environmental Information System","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392507610.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W51251913","https://openalex.org/W1498793884","https://openalex.org/W1591196743","https://openalex.org/W1601795611","https://openalex.org/W1973344790","https://openalex.org/W1983513512","https://openalex.org/W1985642751","https://openalex.org/W1996020380","https://openalex.org/W2005786949","https://openalex.org/W2014591676","https://openalex.org/W2052115534","https://openalex.org/W2054325787","https://openalex.org/W2076714162","https://openalex.org/W2081340599","https://openalex.org/W2096567797","https://openalex.org/W2101234009","https://openalex.org/W2105306246","https://openalex.org/W2105897946","https://openalex.org/W2113746882","https://openalex.org/W2155544089","https://openalex.org/W2261059368","https://openalex.org/W2336023686","https://openalex.org/W2507736375","https://openalex.org/W2564503284","https://openalex.org/W2773348893","https://openalex.org/W2793831793","https://openalex.org/W2801285503","https://openalex.org/W2896775444","https://openalex.org/W2911964244","https://openalex.org/W2979377142","https://openalex.org/W3022961499","https://openalex.org/W3027692129","https://openalex.org/W3037975905","https://openalex.org/W3086056576","https://openalex.org/W3194088617","https://openalex.org/W4210246397","https://openalex.org/W4311642254","https://openalex.org/W6629510986"],"related_works":["https://openalex.org/W2985746494","https://openalex.org/W4206042385","https://openalex.org/W2511384863","https://openalex.org/W2096089271","https://openalex.org/W2923628599","https://openalex.org/W2014100433","https://openalex.org/W2051519658","https://openalex.org/W2994787386","https://openalex.org/W2002304499","https://openalex.org/W4388444561"],"abstract_inverted_index":{"Spatial":[0],"prediction":[1],"is":[2,113],"essential":[3],"for":[4,16,23,48,123],"obtaining":[5],"the":[6,28,32,40,65,79,99,145],"spatial":[7],"distribution":[8],"of":[9,30,90,101,119],"geographic":[10],"variables":[11],"and":[12,42,74,93],"selecting":[13,31,121],"appropriate":[14,33],"covariates":[15,57,73,77,122],"this":[17,83],"process":[18],"can":[19],"be":[20],"challenging,":[21],"especially":[22],"non-expert":[24],"users.":[25],"For":[26],"easing":[27],"burden":[29],"covariates,":[34],"two":[35,147],"case-based":[36],"reasoning":[37,62,69,95,128],"strategies,":[38,44],"namely":[39],"most-similar-case":[41],"covariate-classification":[43],"have":[45],"been":[46],"proposed":[47,111,142],"automated":[49],"covariate":[50],"selection.":[51],"The":[52,110,136],"former":[53],"may":[54,70],"suggest":[55],"nonessential":[56],"due":[58],"to":[59,96],"its":[60],"case-level":[61,80,92],"way.":[63],"And":[64],"latter":[66],"with":[67,129],"covariate-level":[68,94],"overlook":[71],"related":[72],"recommend":[75],"fewer":[76],"than":[78],"reasoning.":[81],"In":[82],"study,":[84],"we":[85],"propose":[86],"a":[87,116,130],"new":[88],"strategy":[89,112,143],"integrating":[91],"effectively":[97],"leverage":[98],"strengths":[100],"both":[102],"previous":[103,146],"strategies":[104],"while":[105],"also":[106],"addressing":[107],"their":[108],"limitations.":[109],"validated":[114],"through":[115],"case":[117,131],"study":[118],"automatically":[120],"digital":[124],"soil":[125],"mapping":[126],"under":[127],"base":[132],"containing":[133],"189":[134],"cases.":[135],"leave-one-out":[137],"evaluation":[138],"demonstrated":[139],"that":[140],"our":[141],"outperformed":[144],"strategies.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}