{"id":"https://openalex.org/W2035119363","doi":"https://doi.org/10.1145/1463434.1463492","title":"Discovering controlling factors of geospatial variables","display_name":"Discovering controlling factors of geospatial variables","publication_year":2008,"publication_date":"2008-11-05","ids":{"openalex":"https://openalex.org/W2035119363","doi":"https://doi.org/10.1145/1463434.1463492","mag":"2035119363"},"language":"en","primary_location":{"id":"doi:10.1145/1463434.1463492","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1463434.1463492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5090417785","display_name":"T. F. Stepinski","orcid":"https://orcid.org/0000-0001-6818-203X"},"institutions":[{"id":"https://openalex.org/I58286723","display_name":"Lunar and Planetary Institute","ror":"https://ror.org/01r4eh644","country_code":"US","type":"facility","lineage":["https://openalex.org/I1329765538","https://openalex.org/I58286723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tomasz Stepinski","raw_affiliation_strings":["Lunar and Planetary Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lunar and Planetary Institute","institution_ids":["https://openalex.org/I58286723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088432110","display_name":"Wei Ding","orcid":"https://orcid.org/0000-0002-3383-551X"},"institutions":[{"id":"https://openalex.org/I33434090","display_name":"University of Massachusetts Boston","ror":"https://ror.org/04ydmy275","country_code":"US","type":"education","lineage":["https://openalex.org/I33434090"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Ding","raw_affiliation_strings":["UMass-Boston","UMass Boston"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UMass-Boston","institution_ids":["https://openalex.org/I33434090"]},{"raw_affiliation_string":"UMass Boston","institution_ids":["https://openalex.org/I33434090"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056584154","display_name":"Christoph F. Eick","orcid":"https://orcid.org/0000-0002-6798-103X"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christoph F. Eick","raw_affiliation_strings":["University of Houston"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9776999950408936,"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/geospatial-analysis","display_name":"Geospatial analysis","score":0.824589729309082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6969907283782959},{"id":"https://openalex.org/keywords/vegetation-cover","display_name":"Vegetation cover","score":0.6023983359336853},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.595419704914093},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5031341910362244},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.48272034525871277},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4569580554962158},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.4456880986690521},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2556818127632141},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.23142623901367188},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1902748942375183},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.17057517170906067},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1290026605129242},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09890586137771606}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.824589729309082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6969907283782959},{"id":"https://openalex.org/C2983732647","wikidata":"https://www.wikidata.org/wiki/Q187997","display_name":"Vegetation cover","level":3,"score":0.6023983359336853},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.595419704914093},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5031341910362244},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.48272034525871277},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4569580554962158},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.4456880986690521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2556818127632141},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.23142623901367188},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1902748942375183},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.17057517170906067},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1290026605129242},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09890586137771606},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1463434.1463492","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1463434.1463492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.161.5402","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.161.5402","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.uh.edu/~ceick/kdd/SDE08.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.216.5546","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.216.5546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.umb.edu/~ding/papers/sigspatial08_EP.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G2601080143","display_name":null,"funder_award_id":"430208","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4959733746","display_name":"AUTOMATED IDENTIFICATION AND CHARACTERIZATION OF LANDFORMS ON MARS","funder_award_id":"NNG06GE57G","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2033079433","https://openalex.org/W2038812321","https://openalex.org/W2113280421","https://openalex.org/W2139161099","https://openalex.org/W2143022286","https://openalex.org/W2496675188","https://openalex.org/W2573715514","https://openalex.org/W4229530126"],"related_works":["https://openalex.org/W2772151610","https://openalex.org/W2351600901","https://openalex.org/W3187748761","https://openalex.org/W3215121664","https://openalex.org/W4294222705","https://openalex.org/W2148079216","https://openalex.org/W3086486440","https://openalex.org/W1805104224","https://openalex.org/W2109139252","https://openalex.org/W4366281035"],"abstract_inverted_index":{"Efficient":[0],"means":[1],"of":[2,8,14,30,45,54,62,70,80,97],"determining":[3],"factors":[4,32,93],"controlling":[5,31,92],"spatial":[6,60],"distribution":[7],"an":[9],"environmental":[10],"class":[11],"variable":[12],"are":[13],"significant":[15],"interest":[16],"in":[17,38],"Earth":[18],"science.":[19],"In":[20],"this":[21],"paper,":[22],"we":[23],"present":[24],"a":[25,39,51,74],"method":[26,88],"for":[27,35,59,94],"automated":[28],"discovery":[29],"by":[33],"mining":[34],"emerging":[36],"patterns":[37],"database":[40],"constructed":[41],"from":[42],"the":[43,63,68,95],"fusion":[44],"several":[46],"explanatory":[47],"datasets.":[48],"We":[49],"introduce":[50],"new":[52],"definition":[53],"pattern":[55],"support":[56],"to":[57,78],"account":[58],"character":[61],"data":[64],"and":[65],"systematically":[66],"evaluate":[67],"effectiveness":[69],"our":[71,87],"technique":[72],"using":[73],"real-world":[75],"application":[76],"pertaining":[77],"density":[79],"vegetation":[81,99],"cover.":[82,100],"Experimental":[83],"results":[84],"show":[85],"that":[86],"can":[89],"successfully":[90],"identify":[91],"presence":[96],"high":[98]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
