{"id":"https://openalex.org/W2019768584","doi":"https://doi.org/10.1109/jstars.2013.2238507","title":"Data Mining, A Promising Tool for Large-Area Cropland Mapping","display_name":"Data Mining, A Promising Tool for Large-Area Cropland Mapping","publication_year":2013,"publication_date":"2013-01-14","ids":{"openalex":"https://openalex.org/W2019768584","doi":"https://doi.org/10.1109/jstars.2013.2238507","mag":"2019768584"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2013.2238507","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2013.2238507","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5088243860","display_name":"\u00c9lodie Vintrou","orcid":null},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I2799535048","display_name":"Centre National d'\u00c9tudes Spatiales","ror":"https://ror.org/04h1h0y33","country_code":"FR","type":"government","lineage":["https://openalex.org/I2799535048"]},{"id":"https://openalex.org/I4387153996","display_name":"Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale","ror":"https://ror.org/0458hw939","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Elodie Vintrou","raw_affiliation_strings":["CIRAD, UMR TETIS, Montpellier, France","Centre National d'Etudes Spatiales (CNES)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIRAD, UMR TETIS, Montpellier, France","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I4387153996"]},{"raw_affiliation_string":"Centre National d'Etudes Spatiales (CNES)","institution_ids":["https://openalex.org/I2799535048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018231294","display_name":"Dino Ienco","orcid":"https://orcid.org/0000-0002-8736-3132"},"institutions":[{"id":"https://openalex.org/I4210122476","display_name":"Territoires","ror":"https://ror.org/026tc4g97","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4210104684","https://openalex.org/I4210122476"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dino Ienco","raw_affiliation_strings":["IRSTEA, UMRTETIS, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRSTEA, UMRTETIS, Montpellier, France","institution_ids":["https://openalex.org/I4210122476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043863290","display_name":"Agn\u00e8s B\u00e9gu\u00e9","orcid":"https://orcid.org/0000-0002-9289-1052"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I4387153996","display_name":"Territoires, Environnement, T\u00e9l\u00e9d\u00e9tection et Information Spatiale","ror":"https://ror.org/0458hw939","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I131077856","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4387153996"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Agnes Begue","raw_affiliation_strings":["CIRAD, UMR TETIS, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIRAD, UMR TETIS, Montpellier, France","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I4387153996"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075318719","display_name":"Maguelonne Teisseire","orcid":"https://orcid.org/0000-0001-9313-6414"},"institutions":[{"id":"https://openalex.org/I4210122476","display_name":"Territoires","ror":"https://ror.org/026tc4g97","country_code":"FR","type":"facility","lineage":["https://openalex.org/I198244214","https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4210104684","https://openalex.org/I4210122476"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maguelonne Teisseire","raw_affiliation_strings":["IRSTEA, UMRTETIS, Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRSTEA, UMRTETIS, Montpellier, France","institution_ids":["https://openalex.org/I4210122476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":2.9349,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.89620908,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6","issue":"5","first_page":"2132","last_page":"2138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9085000157356262,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/multispectral-pattern-recognition","display_name":"Multispectral pattern recognition","score":0.5765140056610107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5559772253036499},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.551202654838562},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5327131152153015},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5310585498809814},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.508279025554657},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.44539597630500793},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4239771068096161},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.4154471755027771},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.3672558665275574},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.25673210620880127},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.17999514937400818},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17174559831619263},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10521814227104187},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09071534872055054}],"concepts":[{"id":"https://openalex.org/C104541649","wikidata":"https://www.wikidata.org/wiki/Q6935090","display_name":"Multispectral pattern recognition","level":3,"score":0.5765140056610107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5559772253036499},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.551202654838562},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5327131152153015},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5310585498809814},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.508279025554657},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.44539597630500793},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4239771068096161},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.4154471755027771},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.3672558665275574},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25673210620880127},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.17999514937400818},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17174559831619263},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10521814227104187},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09071534872055054},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/jstars.2013.2238507","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2013.2238507","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02598479v1","is_oa":false,"landing_page_url":"https://hal.inrae.fr/hal-02598479","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013, 6 (5), pp.2132-2138. &#x27E8;10.1109/JSTARS.2013.2238507&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:agritrop.cirad.fr:571503","is_oa":false,"landing_page_url":"http://agritrop.cirad.fr/571503/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402311","display_name":"Agritrop (Cirad)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I131077856","host_organization_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","host_organization_lineage":["https://openalex.org/I131077856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:irsteadoc.irstea.fr:PUB00038233","is_oa":false,"landing_page_url":"https://irsteadoc.irstea.fr/cemoa/PUB00038233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"31530","raw_type":"Article de revue scientifique \u00e0 comit\u00e9 de lecture"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W67750685","https://openalex.org/W127670422","https://openalex.org/W167379394","https://openalex.org/W197907523","https://openalex.org/W208128215","https://openalex.org/W976436189","https://openalex.org/W1536477520","https://openalex.org/W1549547341","https://openalex.org/W1823181850","https://openalex.org/W1967720470","https://openalex.org/W1971429204","https://openalex.org/W1978815957","https://openalex.org/W1993438172","https://openalex.org/W2001747857","https://openalex.org/W2005567878","https://openalex.org/W2008347724","https://openalex.org/W2012950829","https://openalex.org/W2016435228","https://openalex.org/W2030165874","https://openalex.org/W2037965136","https://openalex.org/W2039048398","https://openalex.org/W2050494310","https://openalex.org/W2052966174","https://openalex.org/W2067078155","https://openalex.org/W2069981052","https://openalex.org/W2075361594","https://openalex.org/W2084616221","https://openalex.org/W2098805041","https://openalex.org/W2099507093","https://openalex.org/W2103964648","https://openalex.org/W2105554350","https://openalex.org/W2107131609","https://openalex.org/W2108493207","https://openalex.org/W2109044582","https://openalex.org/W2118096631","https://openalex.org/W2120338423","https://openalex.org/W2124791638","https://openalex.org/W2132399151","https://openalex.org/W2151881447","https://openalex.org/W2152004768","https://openalex.org/W2168196587","https://openalex.org/W6602734531","https://openalex.org/W6625755533","https://openalex.org/W6638373681"],"related_works":["https://openalex.org/W2128126485","https://openalex.org/W4382563209","https://openalex.org/W2124952510","https://openalex.org/W2777937183","https://openalex.org/W2108633818","https://openalex.org/W1752760603","https://openalex.org/W1995889410","https://openalex.org/W1517037119","https://openalex.org/W4389779246","https://openalex.org/W1545767927"],"abstract_inverted_index":{"The":[0,54,94,139,182],"northern":[1],"fringe":[2],"of":[3,46,50,56,104,113,124,146,180,184,190,193],"sub-Saharan":[4],"Africa":[5,76],"is":[6,10,23,39,98,107],"a":[7,24,31,90,149],"region":[8],"that":[9,144],"considered":[11],"to":[12,16,41,60,81,100],"be":[13],"particularly":[14],"vulnerable":[15],"climate":[17],"variability":[18],"and":[19,21,69,80,106,120,131],"change,":[20],"it":[22,38],"location":[25],"in":[26,74,156],"which":[27],"food":[28],"security":[29],"remains":[30],"major":[32],"challenge.":[33],"To":[34],"address":[35],"these":[36],"issues,":[37],"essential":[40],"develop":[42],"global":[43],"data":[44,64,95,105,164],"sets":[45],"the":[47,71,83,114,118,132,163,188,191],"geographic":[48],"distribution":[49],"agricultural":[51],"land":[52,73,115],"use.":[53],"objectives":[55],"this":[57,185],"study":[58,186],"were":[59,153],"test":[61],"an":[62,178],"original":[63],"mining":[65,96,165],"approach":[66,97],"for":[67,162,174,196],"classifying":[68],"mapping":[70],"cropped":[72],"West":[75],"using":[77],"coarse-resolution":[78],"imagery":[79],"compare":[82],"classification":[84],"results":[85,173,183],"with":[86,177],"those":[87],"obtained":[88],"from":[89,136,148],"classic":[91,140],"ISODATA":[92,141],"approach.":[93,166],"able":[99],"handle":[101],"large":[102],"volumes":[103],"based":[108],"on":[109],"different":[110],"descriptors":[111],"(65)":[112],"use,":[116],"including":[117],"spatial":[119],"temporal":[121],"satellite-derived":[122],"metrics":[123],"12":[125],"MODIS":[126],"NDVI":[127],"16-day":[128],"composite":[129],"images":[130],"static":[133],"attributes":[134],"taken":[135],"field":[137,169],"surveys.":[138],"method":[142],"showed":[143,171],"68.3%":[145],"pixels":[147],"SPOT":[150],"reference":[151],"map":[152],"correctly":[154],"classified":[155],"three":[157],"validation":[158],"sites":[159],"versus":[160],"57.8%":[161],"Validation":[167],"by":[168],"observations":[170],"equivalent":[172],"both":[175],"methods":[176],"F-score":[179],"0.72.":[181],"demonstrated":[187],"relevance":[189],"use":[192],"data-mining":[194],"tools":[195],"large-area":[197],"monitoring.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
