{"id":"https://openalex.org/W4398234207","doi":"https://doi.org/10.1145/3658271.3658295","title":"Interpretable Approaches for Land Use and Land Cover Classification","display_name":"Interpretable Approaches for Land Use and Land Cover Classification","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4398234207","doi":"https://doi.org/10.1145/3658271.3658295"},"language":"en","primary_location":{"id":"doi:10.1145/3658271.3658295","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3658271.3658295","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Brazilian Symposium on Information Systems","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/A5098770084","display_name":"Ana Clara Fraga Osias","orcid":"https://orcid.org/0009-0004-2562-372X"},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Ana Clara Fraga Osias","raw_affiliation_strings":["Universidade Federal de Vi\u00e7osa (UFV), Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Vi\u00e7osa (UFV), Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061255451","display_name":"Mariana Albuquerque Reynaud Schaefer","orcid":"https://orcid.org/0009-0003-1118-0473"},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mariana Albuquerque Reynaud Schaefer","raw_affiliation_strings":["Universidade Federal de Vi\u00e7osa (UFV), Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Vi\u00e7osa (UFV), Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052413523","display_name":"Gustavo Vieira Veloso","orcid":"https://orcid.org/0000-0002-9451-2714"},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Vieira Veloso","raw_affiliation_strings":["Departamento de Solos, Universidade Federal de Vi\u00e7osa (UFV), Brazil"],"affiliations":[{"raw_affiliation_string":"Departamento de Solos, Universidade Federal de Vi\u00e7osa (UFV), Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015805112","display_name":"Hugo Oliveira","orcid":"https://orcid.org/0000-0001-8760-9801"},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hugo Oliveira","raw_affiliation_strings":["Department of Informatics, Universidade Federal de Vi\u00e7osa (UFV), Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Universidade Federal de Vi\u00e7osa (UFV), Brazil","institution_ids":["https://openalex.org/I146165071"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077142904","display_name":"J\u00falio C. S. Reis","orcid":"https://orcid.org/0000-0003-0563-0434"},"institutions":[{"id":"https://openalex.org/I146165071","display_name":"Universidade Federal de Vi\u00e7osa","ror":"https://ror.org/0409dgb37","country_code":"BR","type":"education","lineage":["https://openalex.org/I146165071"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Julio Reis","raw_affiliation_strings":["Department of Informatics, Universidade Federal de Vi\u00e7osa (UFV), Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Universidade Federal de Vi\u00e7osa (UFV), Brazil","institution_ids":["https://openalex.org/I146165071"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5098770084"],"corresponding_institution_ids":["https://openalex.org/I146165071"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12347043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9968000054359436,"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":0.9968000054359436,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9857000112533569,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9819999933242798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.7200663685798645},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.660068154335022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5268741250038147},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.4888302683830261},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3898302912712097},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2623450756072998},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.138311505317688},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.07690873742103577}],"concepts":[{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.7200663685798645},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.660068154335022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5268741250038147},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.4888302683830261},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3898302912712097},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2623450756072998},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.138311505317688},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.07690873742103577},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3658271.3658295","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3658271.3658295","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Brazilian Symposium on Information Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1578197944","https://openalex.org/W2044609898","https://openalex.org/W2118246710","https://openalex.org/W3126673261","https://openalex.org/W4200221593","https://openalex.org/W4210751056","https://openalex.org/W4283157935","https://openalex.org/W4296989041","https://openalex.org/W4297983752"],"related_works":["https://openalex.org/W1537861260","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2373152553","https://openalex.org/W3192667092","https://openalex.org/W4389201442","https://openalex.org/W2386169820","https://openalex.org/W604251607","https://openalex.org/W3170595163"],"abstract_inverted_index":{"Context:":[0],"The":[1,181,192],"Land":[2,4],"Use":[3],"Cover":[5],"(LULC)":[6],"undergoes":[7],"various":[8],"changes":[9,14],"over":[10,56],"time.":[11],"Monitoring":[12],"these":[13],"is":[15,87,141],"important":[16],"for":[17,111,121,240],"environmental":[18,34,80],"disaster":[19],"management,":[20],"and":[21,84,89,116,130,150,176,200,234],"agricultural":[22],"land":[23],"monitoring,":[24],"among":[25],"other":[26],"applications.":[27],"Focusing":[28],"on":[29,148],"the":[30,36,47,57,67,77,90,112,163,177,218],"effects":[31],"caused":[32],"by":[33],"disasters,":[35,81],"Quadril\u00e1tero":[37],"Ferr\u00edfero":[38],"Region":[39],"in":[40,72,101,134,221],"Minas":[41],"Gerais,":[42],"Brazil,":[43],"was":[44],"chosen":[45],"as":[46],"study":[48,107,114],"area.":[49],"This":[50,106,139],"region":[51],"has":[52],"experienced":[53],"dam":[54],"breaks":[55],"years,":[58],"leading":[59],"to":[60,161,214,233],"an":[61],"increased":[62],"number":[63],"of":[64,69,79,92,165],"studies":[65],"investigating":[66],"use":[68,91],"machine":[70,127,237],"learning":[71,128,238],"this":[73,102,135,222,224,241],"context.":[74,136],"Problem:":[75],"In":[76],"context":[78],"making":[82],"quick":[83],"effective":[85],"decisions":[86],"essential,":[88],"automated":[93,152],"LULC":[94,124],"classification":[95,153],"systems":[96],"plays":[97],"a":[98,109,118,123,227],"crucial":[99],"role":[100],"process.":[103],"Proposed":[104],"Solution:":[105],"developed":[108],"map":[110],"mentioned":[113],"area":[115,164],"presented":[117],"detailed":[119,228],"methodology":[120,229],"creating":[122],"classifier":[125],"using":[126],"techniques":[129],"discussing":[131],"model":[132],"interpretability":[133],"SI":[137],"Theory:":[138],"work":[140,225],"associated":[142],"with":[143,185,205],"Computational":[144],"Learning":[145],"Theory,":[146],"focusing":[147],"defining":[149],"exploring":[151],"methods.":[154],"Method:":[155],"Remote":[156],"Sensing":[157],"data":[158],"were":[159,183],"used":[160],"segment":[162],"interest,":[166],"calculating":[167],"indices":[168],"from":[169,172,212],"information":[170],"obtained":[171],"different":[173],"satellite":[174],"bands":[175],"digital":[178],"elevation":[179],"map.":[180],"models":[182,194],"trained":[184],"labeled":[186],"samples":[187],"after":[188],"feature":[189],"selection.":[190],"Results:":[191],"tested":[193],"(Random":[195],"Forest,":[196],"Support":[197],"Vector":[198],"Machine,":[199],"K-Nearest":[201],"Neighbours)":[202],"demonstrated":[203],"performance":[204],"no":[206],"statistical":[207],"difference,":[208],"achieving":[209],"F1-scores":[210],"ranging":[211],"0.89290":[213],"0.92994.":[215],"Contribution:":[216],"Considering":[217],"increasing":[219],"research":[220],"area,":[223],"provides":[226],"that":[230],"can":[231],"contribute":[232],"promote":[235],"promising":[236],"solutions":[239],"field.":[242]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}