{"id":"https://openalex.org/W2152446800","doi":"https://doi.org/10.1109/jurse.2011.5764812","title":"Automatic generation of land-use maps for a spatial decision support system for Puerto Rico","display_name":"Automatic generation of land-use maps for a spatial decision support system for Puerto Rico","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2152446800","doi":"https://doi.org/10.1109/jurse.2011.5764812","mag":"2152446800"},"language":"en","primary_location":{"id":"doi:10.1109/jurse.2011.5764812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jurse.2011.5764812","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Joint Urban Remote Sensing Event","raw_type":"proceedings-article"},"type":"article","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/A5010338766","display_name":"Johannes van der Kwast","orcid":"https://orcid.org/0000-0001-5352-7541"},"institutions":[{"id":"https://openalex.org/I68522396","display_name":"Flemish Institute for Technological Research","ror":"https://ror.org/04gq0w522","country_code":"BE","type":"facility","lineage":["https://openalex.org/I68522396"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Johannes van der Kwast","raw_affiliation_strings":["Unit Environmental Modelling, VITO, Mol, Belgium"],"affiliations":[{"raw_affiliation_string":"Unit Environmental Modelling, VITO, Mol, Belgium","institution_ids":["https://openalex.org/I68522396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042124362","display_name":"Josefien Delrue","orcid":null},"institutions":[{"id":"https://openalex.org/I68522396","display_name":"Flemish Institute for Technological Research","ror":"https://ror.org/04gq0w522","country_code":"BE","type":"facility","lineage":["https://openalex.org/I68522396"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Josefien Delrue","raw_affiliation_strings":["Unit Environmental Modelling, VITO, Mol, Belgium"],"affiliations":[{"raw_affiliation_string":"Unit Environmental Modelling, VITO, Mol, Belgium","institution_ids":["https://openalex.org/I68522396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103271783","display_name":"Luc Bertels","orcid":"https://orcid.org/0000-0001-5867-2254"},"institutions":[{"id":"https://openalex.org/I68522396","display_name":"Flemish Institute for Technological Research","ror":"https://ror.org/04gq0w522","country_code":"BE","type":"facility","lineage":["https://openalex.org/I68522396"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Luc Bertels","raw_affiliation_strings":["Unit Environmental Modelling, VITO, Mol, Belgium"],"affiliations":[{"raw_affiliation_string":"Unit Environmental Modelling, VITO, Mol, Belgium","institution_ids":["https://openalex.org/I68522396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077196949","display_name":"Inge Uljee","orcid":"https://orcid.org/0000-0001-5509-9915"},"institutions":[{"id":"https://openalex.org/I68522396","display_name":"Flemish Institute for Technological Research","ror":"https://ror.org/04gq0w522","country_code":"BE","type":"facility","lineage":["https://openalex.org/I68522396"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Inge Uljee","raw_affiliation_strings":["Unit Environmental Modelling, VITO, Mol, Belgium"],"affiliations":[{"raw_affiliation_string":"Unit Environmental Modelling, VITO, Mol, Belgium","institution_ids":["https://openalex.org/I68522396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084004054","display_name":"Stijn Van Looy","orcid":"https://orcid.org/0000-0002-1205-2161"},"institutions":[{"id":"https://openalex.org/I68522396","display_name":"Flemish Institute for Technological Research","ror":"https://ror.org/04gq0w522","country_code":"BE","type":"facility","lineage":["https://openalex.org/I68522396"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Stijn Van Looy","raw_affiliation_strings":["Unit Environmental Modelling, VITO, Mol, Belgium"],"affiliations":[{"raw_affiliation_string":"Unit Environmental Modelling, VITO, Mol, Belgium","institution_ids":["https://openalex.org/I68522396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041671722","display_name":"Joan Schepens","orcid":null},"institutions":[{"id":"https://openalex.org/I68522396","display_name":"Flemish Institute for Technological Research","ror":"https://ror.org/04gq0w522","country_code":"BE","type":"facility","lineage":["https://openalex.org/I68522396"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Joan Schepens","raw_affiliation_strings":["Unit Environmental Modelling, VITO, Mol, Belgium"],"affiliations":[{"raw_affiliation_string":"Unit Environmental Modelling, VITO, Mol, Belgium","institution_ids":["https://openalex.org/I68522396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112054165","display_name":"Guy Engelen","orcid":null},"institutions":[{"id":"https://openalex.org/I68522396","display_name":"Flemish Institute for Technological Research","ror":"https://ror.org/04gq0w522","country_code":"BE","type":"facility","lineage":["https://openalex.org/I68522396"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Guy Engelen","raw_affiliation_strings":["Unit Environmental Modelling, VITO, Mol, Belgium"],"affiliations":[{"raw_affiliation_string":"Unit Environmental Modelling, VITO, Mol, Belgium","institution_ids":["https://openalex.org/I68522396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090150007","display_name":"Elias Gutierrez","orcid":"https://orcid.org/0009-0005-5038-2291"},"institutions":[{"id":"https://openalex.org/I200399037","display_name":"University of Puerto Rico System","ror":"https://ror.org/02yg0nm07","country_code":"PR","type":"education","lineage":["https://openalex.org/I200399037"]}],"countries":["PR"],"is_corresponding":false,"raw_author_name":"Elias Gutierrez","raw_affiliation_strings":["Graduate School of Planning, University of Puerto Rico, San Juan, Argentina","Graduate School of Planning, University of Puerto Rico, San Juan, Puerto Rico"],"affiliations":[{"raw_affiliation_string":"Graduate School of Planning, University of Puerto Rico, San Juan, Argentina","institution_ids":["https://openalex.org/I200399037"]},{"raw_affiliation_string":"Graduate School of Planning, University of Puerto Rico, San Juan, Puerto Rico","institution_ids":["https://openalex.org/I200399037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087877924","display_name":"Glenda Roman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Glenda Roman","raw_affiliation_strings":["Geographic Mapping Technologies Corp., San Juan, Puerto Rico"],"affiliations":[{"raw_affiliation_string":"Geographic Mapping Technologies Corp., San Juan, Puerto Rico","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5010338766"],"corresponding_institution_ids":["https://openalex.org/I68522396"],"apc_list":null,"apc_paid":null,"fwci":0.5043,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73461085,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"5","issue":null,"first_page":"433","last_page":"436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9991000294685364,"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":0.9991000294685364,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9950000047683716,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7132160663604736},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5901950597763062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.550378680229187},{"id":"https://openalex.org/keywords/extrapolation","display_name":"Extrapolation","score":0.4806491434574127},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47798389196395874},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4624934494495392},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.45114514231681824},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3765575587749481},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.3337886333465576},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13554662466049194},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0981171727180481}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7132160663604736},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5901950597763062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.550378680229187},{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.4806491434574127},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47798389196395874},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4624934494495392},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.45114514231681824},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3765575587749481},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.3337886333465576},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13554662466049194},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0981171727180481},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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":1,"locations":[{"id":"doi:10.1109/jurse.2011.5764812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jurse.2011.5764812","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Joint Urban Remote Sensing Event","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W655490612","https://openalex.org/W2055936419","https://openalex.org/W2110019879","https://openalex.org/W2144087148"],"related_works":["https://openalex.org/W1968270095","https://openalex.org/W4296478327","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2373152553","https://openalex.org/W4389201442","https://openalex.org/W2386169820","https://openalex.org/W604251607","https://openalex.org/W3170595163"],"abstract_inverted_index":{"This":[0],"study":[1],"proposes":[2],"an":[3],"automatic":[4],"image":[5],"processing":[6,115],"procedure":[7,33,146],"in":[8,83,105,169],"order":[9],"to":[10,69,111,157,165],"facilitate":[11],"regular":[12],"updating":[13],"of":[14,18,40,81,89,102,108],"the":[15,27,37,55,58,79,96,106,145,152,159,163],"land-use":[16,134],"map":[17],"Puerto":[19],"Rico,":[20],"which":[21,66,124],"is":[22,34,64,67,91],"a":[23,50,84,100,121],"key":[24],"dataset":[25],"for":[26,151,180],"Xplorah":[28],"Planning":[29],"Support":[30],"Systems.":[31],"The":[32,114],"based":[35,77],"on":[36,78,120],"contextual":[38,56],"reclassification":[39,57],"digital":[41],"high":[42],"resolution":[43],"aerial":[44],"photographs":[45],"that":[46,92,144,154,162],"were":[47,130],"preclassified":[48],"using":[49,132],"decision":[51],"tree":[52],"classifier.":[53],"For":[54],"Optimized":[59],"Spatial":[60],"Reclassification":[61],"Kernel":[62],"(OSPARK)":[63],"used,":[65],"able":[68],"discriminate":[70],"functional":[71],"landuse":[72],"classes":[73],"and":[74,178],"land":[75],"cover":[76],"configuration":[80],"objects":[82],"kernel.":[85],"A":[86],"unique":[87],"property":[88],"OSPARK":[90],"it":[93],"automatically":[94],"adapts":[95],"kernel":[97],"size":[98],"as":[99],"function":[101],"spatial":[103],"variation":[104],"neighborhood":[107],"each":[109],"pixel":[110],"be":[112,142],"classified.":[113],"chain":[116],"has":[117],"been":[118,176],"implemented":[119],"computer":[122],"cluster,":[123],"enables":[125],"parallel":[126],"processing.":[127],"Classification":[128],"results":[129,150],"evaluated":[131],"independent":[133],"data":[135],"derived":[136],"from":[137],"visual":[138],"interpretation.":[139],"It":[140],"can":[141],"concluded":[143],"gives":[147],"good":[148],"classification":[149],"tiles":[153,167],"are":[155,182],"used":[156],"train":[158],"algorithm,":[160],"but":[161],"extrapolation":[164],"other":[166],"resulted":[168],"much":[170],"lower":[171],"accuracies.":[172],"Error":[173],"sources":[174],"have":[175],"identified":[177],"suggestions":[179],"improvements":[181],"given.":[183]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
