{"id":"https://openalex.org/W1963779977","doi":"https://doi.org/10.2136/sssaj2004.8850","title":"A Case-based Reasoning Approach to Fuzzy Soil Mapping","display_name":"A Case-based Reasoning Approach to Fuzzy Soil Mapping","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1963779977","doi":"https://doi.org/10.2136/sssaj2004.8850","mag":"1963779977"},"language":"en","primary_location":{"id":"doi:10.2136/sssaj2004.8850","doi":"https://doi.org/10.2136/sssaj2004.8850","is_oa":false,"landing_page_url":"https://doi.org/10.2136/sssaj2004.8850","pdf_url":null,"source":{"id":"https://openalex.org/S59755854","display_name":"Soil Science Society of America Journal","issn_l":"0361-5995","issn":["0361-5995","1435-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soil Science Society of America Journal","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W1963779977"],"child_works_count":0,"type":"article","is_traditional":true,"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/A5070348919","display_name":"Xun Shi","orcid":"https://orcid.org/0000-0002-7169-5175","observed_orcids":["https://orcid.org/0000-0002-7169-5175"]},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xun Shi","raw_affiliation_strings":["Dep. of Geography, Dartmouth College, 6017 Fairchild, Hanover, NH, 03755"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Geography, Dartmouth College, 6017 Fairchild, Hanover, NH, 03755","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057571908","display_name":"A\u2010Xing Zhu","orcid":"https://orcid.org/0000-0002-5725-0460","observed_orcids":["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/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"]},{"id":"https://openalex.org/I4391767971","display_name":"State Key Laboratory of Resources and Environmental Information System","ror":"https://ror.org/03w41by72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793","https://openalex.org/I4391767971"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"A-Xing Zhu","raw_affiliation_strings":["Dep. of Geography, University of Wisconsin-Madison, 550 North Park Street, Madison, WI, 53706","State Key Lab of Resources and Environmental Information Systems, Inst. of Geographical Sciences and Natural Resources Res., Chinese Academy of Sciences, Building 917, Datun Road, An Wai, Beijing, 100101 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Geography, University of Wisconsin-Madison, 550 North Park Street, Madison, WI, 53706","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"State Key Lab of Resources and Environmental Information Systems, Inst. of Geographical Sciences and Natural Resources Res., Chinese Academy of Sciences, Building 917, Datun Road, An Wai, Beijing, 100101 China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210160793","https://openalex.org/I4391767971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102960916","display_name":"James E. Burt","orcid":"https://orcid.org/0000-0002-5673-6653","observed_orcids":["https://orcid.org/0000-0002-5673-6653"]},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James E. Burt","raw_affiliation_strings":["Dep. of Geography, University of Wisconsin-Madison, 550 North Park Street, Madison, WI, 53706"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Geography, University of Wisconsin-Madison, 550 North Park Street, Madison, WI, 53706","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100772592","display_name":"Feng Qi","orcid":"https://orcid.org/0009-0009-9719-852X","observed_orcids":["https://orcid.org/0009-0009-9719-852X"]},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Qi","raw_affiliation_strings":["Dep. of Geography, University of Wisconsin-Madison, 550 North Park Street, Madison, WI, 53706"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Geography, University of Wisconsin-Madison, 550 North Park Street, Madison, WI, 53706","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":null,"display_name":"Duane Simonson","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]},{"id":"https://openalex.org/I1336096307","display_name":"United States Department of Agriculture","ror":"https://ror.org/01na82s61","country_code":"US","type":"government","lineage":["https://openalex.org/I1336096307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Duane Simonson","raw_affiliation_strings":["NRCS-USDA, 1850 Bohmann Drive, Suite C, Richland Center, WI, 53581"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NRCS-USDA, 1850 Bohmann Drive, Suite C, Richland Center, WI, 53581","institution_ids":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5070348919"],"corresponding_institution_ids":["https://openalex.org/I107672454"],"apc_list":{"value":2020,"currency":"USD","value_usd":2020},"apc_paid":null,"fwci":4.3189,"has_fulltext":false,"cited_by_count":107,"citation_normalized_percentile":{"value":0.92147404,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"68","issue":"3","first_page":"885","last_page":"885"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9872999787330627,"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":0.9872999787330627,"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.004000000189989805,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.003800000064074993,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/case-based-reasoning","display_name":"case-based reasoning","score":0.9800000190734863},{"id":"https://openalex.org/keywords/soil-mapping","display_name":"soil mapping","score":0.6060000061988831},{"id":"https://openalex.org/keywords/expert-systems","display_name":"expert systems","score":0.7350000143051147},{"id":"https://openalex.org/keywords/rule-based-approach","display_name":"rule-based methods","score":0.6159999966621399}],"concepts":[{"id":"https://openalex.org/C71864017","wikidata":"https://www.wikidata.org/wiki/Q889561","display_name":"Soil map","level":3,"score":0.6256047487258911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5682181119918823},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5662494897842407},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5409025549888611},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.4951566755771637},{"id":"https://openalex.org/C46743427","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference engine","level":3,"score":0.482708215713501},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.46838098764419556},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.45536866784095764},{"id":"https://openalex.org/C104471815","wikidata":"https://www.wikidata.org/wiki/Q5276164","display_name":"Digital soil mapping","level":4,"score":0.4411589801311493},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3923834562301636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.391074538230896},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2097148895263672},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.20230773091316223},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19719597697257996},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17800936102867126},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.14141499996185303},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.2136/sssaj2004.8850","doi":"https://doi.org/10.2136/sssaj2004.8850","is_oa":false,"landing_page_url":"https://doi.org/10.2136/sssaj2004.8850","pdf_url":null,"source":{"id":"https://openalex.org/S59755854","display_name":"Soil Science Society of America Journal","issn_l":"0361-5995","issn":["0361-5995","1435-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soil Science Society of America Journal","raw_type":"journal-article"},{"id":"doi:10.2136/sssaj2004.0885","doi":"https://doi.org/10.2136/sssaj2004.0885","is_oa":false,"landing_page_url":"https://doi.org/10.2136/sssaj2004.0885","pdf_url":null,"source":{"id":"https://openalex.org/S59755854","display_name":"Soil Science Society of America Journal","issn_l":"0361-5995","issn":["0361-5995","1435-0661"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soil Science Society of America Journal","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.123.9197","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.123.9197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://solimserver.geography.wisc.edu/pdfs/shixun_sssaj_2004.pdf","raw_type":"text"},{"id":"pmh:oai:ir.igsnrr.ac.cn:311030/23077","doi":null,"is_oa":false,"landing_page_url":"http://159.226.115.200/handle/311030/23077","pdf_url":null,"source":{"id":"https://openalex.org/S7407064334","display_name":"Institute of Geographic Sciences and Natural Resources Research, CAS 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":"Shi X.;Zhu A. X.;Burt J. E.;Oi F.;Simonson D.. A case-based reasoning approach to fuzzy soil mapping, Soil Science Society of America Journal,2004, 68( 3): 885-894","raw_type":"SCI/SSCI\u8bba\u6587"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life on land","score":0.4390000104904175,"id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332782","display_name":"Natural Resources Conservation Service","ror":"https://ror.org/03j7rgg33"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W51251913","https://openalex.org/W209007817","https://openalex.org/W1500151553","https://openalex.org/W1502768870","https://openalex.org/W1509235435","https://openalex.org/W1525136198","https://openalex.org/W1972819089","https://openalex.org/W1978865120","https://openalex.org/W1981646498","https://openalex.org/W1983513512","https://openalex.org/W2005786949","https://openalex.org/W2014501722","https://openalex.org/W2021981828","https://openalex.org/W2023939697","https://openalex.org/W2025011032","https://openalex.org/W2037590182","https://openalex.org/W2038233033","https://openalex.org/W2040578583","https://openalex.org/W2042348747","https://openalex.org/W2046139462","https://openalex.org/W2048310241","https://openalex.org/W2055796102","https://openalex.org/W2064517922","https://openalex.org/W2066148459","https://openalex.org/W2068064732","https://openalex.org/W2074313348","https://openalex.org/W2084359487","https://openalex.org/W2089777064","https://openalex.org/W2094585790","https://openalex.org/W2107534933","https://openalex.org/W2126385963","https://openalex.org/W2132616700","https://openalex.org/W2159434838","https://openalex.org/W2185555479","https://openalex.org/W2323526978","https://openalex.org/W2325567836","https://openalex.org/W2334989302","https://openalex.org/W2568779689","https://openalex.org/W4242294120","https://openalex.org/W4243064602","https://openalex.org/W4285719527","https://openalex.org/W4394969238"],"related_works":["https://openalex.org/W2014501722","https://openalex.org/W2962581536","https://openalex.org/W4236042860","https://openalex.org/W1965177027","https://openalex.org/W2052115534","https://openalex.org/W3000509419","https://openalex.org/W7014543309","https://openalex.org/W2055796102","https://openalex.org/W2560390890"],"abstract_inverted_index":{"Some":[0],"problems":[1],"in":[2,83,211],"traditional":[3,249],"soil":[4,23,114,128,139,183,198,206,225,250,264],"mapping\u2014high":[5],"cost,":[6],"high":[7],"subjectivity,":[8],"poor":[9],"documentation,":[10],"and":[11,14,52,94,106,129,153,175,185,221],"low":[12],"accuracy":[13],"precision\u2014have":[15],"motivated":[16],"the":[17,36,47,56,76,84,95,100,103,107,111,124,138,142,147,155,165,168,193,196,200,204,232,235,238,248],"development":[18],"of":[19,35,46,49,86,149,157,195],"a":[20,67,91,127,130,150,172,182,257,261],"knowledge-based":[21,262],"fuzzy":[22,263],"mapping":[24,251,265],"system,":[25],"named":[26],"SoLIM":[27,38],"(Soil":[28],"Land":[29],"Inference":[30],"Model).":[31],"The":[32,160],"rule-based":[33,77],"method":[34],"current":[37],"has":[39],"its":[40],"limitations.":[41],"It":[42],"requires":[43],"explicit":[44],"knowledge":[45,82,118],"details":[48,148],"soil\u2013environment":[50,151],"relationships":[51],"it":[53],"assumes":[54],"that":[55,176,215,246],"environmental":[57,133,158,169],"variables":[58],"are":[59],"independent":[60],"from":[61,237,247],"each":[62,179],"other.":[63],"This":[64],"paper":[65],"presents":[66],"case-based":[68],"reasoning":[69,80,254],"(CBR)":[70],"approach":[71],"as":[72],"an":[73,219],"alternative":[74],"to":[75,89,191,203,227],"method.":[78],"Case-based":[79,253],"uses":[81,187],"form":[85],"specific":[87],"cases":[88],"solve":[90],"new":[92,104],"problem,":[93],"solution":[96,259],"is":[97,242],"based":[98],"on":[99],"similarities":[101],"between":[102,126,167],"problem":[105],"available":[108],"cases.":[109],"With":[110],"CBR":[112,161,216,239],"method,":[113],"scientists":[115,140,226],"express":[116,228],"their":[117,229],"by":[119],"providing":[120],"locations":[121],"(cases)":[122],"indicating":[123],"association":[125],"landscape":[131],"or":[132],"configuration.":[134],"In":[135],"this":[136],"way,":[137],"avoid":[141],"difficulties":[143],"associated":[144,177],"with":[145,178],"depicting":[146],"relationship":[152],"assuming":[154],"independence":[156],"variables.":[159],"inference":[162,240],"engine":[163,241],"computes":[164],"similarity":[166,189,194],"configuration":[170],"at":[171,199],"given":[173,201,205],"location":[174,202],"case":[180,209],"representing":[181],"type,":[184],"then":[186],"these":[188],"values":[190],"approximate":[192],"local":[197],"type.":[207],"A":[208],"study":[210,233],"southwestern":[212],"Wisconsin":[213],"demonstrates":[214],"can":[217,255],"be":[218,256],"easy":[220],"effective":[222],"way":[223],"for":[224,260],"knowledge.":[230],"For":[231],"area,":[234],"result":[236],"more":[243],"accurate":[244],"than":[245],"process.":[252],"good":[258],"system.":[266]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":5}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}
