{"id":"https://openalex.org/W4399810209","doi":"https://doi.org/10.1007/s10618-024-01046-7","title":"GeoRF: a geospatial random forest","display_name":"GeoRF: a geospatial random forest","publication_year":2024,"publication_date":"2024-06-19","ids":{"openalex":"https://openalex.org/W4399810209","doi":"https://doi.org/10.1007/s10618-024-01046-7"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-024-01046-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-024-01046-7","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/20.500.12942/743833","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069219539","display_name":"Margot Geerts","orcid":"https://orcid.org/0000-0002-9592-1843"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Margot Geerts","raw_affiliation_strings":["Research centre for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-9592-1843","affiliations":[{"raw_affiliation_string":"Research centre for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001193136","display_name":"Seppe vanden Broucke","orcid":"https://orcid.org/0000-0002-8781-3906"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Seppe vanden Broucke","raw_affiliation_strings":["Department of Business Informatics and Operations Management, Ghent University, Tweekerkenstraat 2, 9000, Gent, Belgium","Research centre for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Informatics and Operations Management, Ghent University, Tweekerkenstraat 2, 9000, Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Research centre for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080266755","display_name":"Jochen De Weerdt","orcid":"https://orcid.org/0000-0001-6151-0504"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jochen De Weerdt","raw_affiliation_strings":["Research centre for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research centre for Information Systems Engineering, KU Leuven, Naamsestraat 69, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069219539"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.8981,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87165753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"38","issue":"6","first_page":"3414","last_page":"3448"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9675999879837036,"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":0.8903014063835144},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6886788606643677},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5328719019889832},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3705925941467285},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3473356068134308},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3382463753223419},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.32813218235969543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.262775719165802}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8903014063835144},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6886788606643677},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5328719019889832},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3705925941467285},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3473356068134308},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3382463753223419},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32813218235969543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.262775719165802}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10618-024-01046-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-024-01046-7","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},{"id":"pmh:oai:archive.ugent.be:01J0T2EYVFYMZY6RPD3M57QRC9","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-01J0T2EYVFYMZY6RPD3M57QRC9","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1573-756X","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/743833","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/743833","pdf_url":null,"source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Mining and Knowledge Discovery, vol. 38 (6)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/743833","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/743833","pdf_url":null,"source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Mining and Knowledge Discovery, vol. 38 (6)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1527882638","https://openalex.org/W1983874169","https://openalex.org/W1991912219","https://openalex.org/W2051688880","https://openalex.org/W2085210969","https://openalex.org/W2085816821","https://openalex.org/W2101677938","https://openalex.org/W2145672247","https://openalex.org/W2727814428","https://openalex.org/W2787894218","https://openalex.org/W2793997912","https://openalex.org/W2900086371","https://openalex.org/W2901615696","https://openalex.org/W2907001860","https://openalex.org/W2909406056","https://openalex.org/W2930389570","https://openalex.org/W2934379707","https://openalex.org/W3003257820","https://openalex.org/W3021538729","https://openalex.org/W3027312415","https://openalex.org/W3035909655","https://openalex.org/W3083959162","https://openalex.org/W3103345676","https://openalex.org/W3120745352","https://openalex.org/W3130423234","https://openalex.org/W3132461044","https://openalex.org/W3171370296","https://openalex.org/W3179008104","https://openalex.org/W3180590848","https://openalex.org/W3193632852","https://openalex.org/W3197546218","https://openalex.org/W3204025005","https://openalex.org/W3205939503","https://openalex.org/W3208744817","https://openalex.org/W4291289123","https://openalex.org/W4294325987","https://openalex.org/W4307724963","https://openalex.org/W4308127260","https://openalex.org/W4376610817","https://openalex.org/W4380048345","https://openalex.org/W4392244955"],"related_works":["https://openalex.org/W4367313141","https://openalex.org/W2004086023","https://openalex.org/W2733999579","https://openalex.org/W2110217573","https://openalex.org/W4280507437","https://openalex.org/W3118689035","https://openalex.org/W2553922746","https://openalex.org/W3048452028","https://openalex.org/W2001703222","https://openalex.org/W2331360809"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}