{"id":"https://openalex.org/W4402261863","doi":"https://doi.org/10.1109/igarss53475.2024.10642193","title":"A Self-Supervised Approach for Producing A Land Use Map for Southern Quebec","display_name":"A Self-Supervised Approach for Producing A Land Use Map for Southern Quebec","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402261863","doi":"https://doi.org/10.1109/igarss53475.2024.10642193"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10642193","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","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/A5069459059","display_name":"\u00c9tienne Clabaut","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"\u00c9tienne Clabaut","raw_affiliation_strings":["Universit&#x00E9; de Sherbrooke,Department of Applied Geomatics,Sherbrooke, Qu&#x00E9;bec,Canada"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Sherbrooke,Department of Applied Geomatics,Sherbrooke, Qu&#x00E9;bec,Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008160815","display_name":"Samuel Foucher","orcid":"https://orcid.org/0000-0001-9557-6907"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Samuel Foucher","raw_affiliation_strings":["Universit&#x00E9; de Sherbrooke,Department of Applied Geomatics,Sherbrooke, Qu&#x00E9;bec,Canada"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Sherbrooke,Department of Applied Geomatics,Sherbrooke, Qu&#x00E9;bec,Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026165481","display_name":"Yacine Bouroubi","orcid":"https://orcid.org/0000-0003-1487-2945"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yacine Bouroubi","raw_affiliation_strings":["Universit&#x00E9; de Sherbrooke,Department of Applied Geomatics,Sherbrooke, Qu&#x00E9;bec,Canada"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Sherbrooke,Department of Applied Geomatics,Sherbrooke, Qu&#x00E9;bec,Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055383221","display_name":"Micka\u00ebl Germain","orcid":"https://orcid.org/0000-0003-1867-7530"},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Micka\u00ebl Germain","raw_affiliation_strings":["Universit&#x00E9; de Sherbrooke,Department of Applied Geomatics,Sherbrooke, Qu&#x00E9;bec,Canada"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Sherbrooke,Department of Applied Geomatics,Sherbrooke, Qu&#x00E9;bec,Canada","institution_ids":["https://openalex.org/I135117807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069459059"],"corresponding_institution_ids":["https://openalex.org/I135117807"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21434394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7049","last_page":"7052"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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":0.9896000027656555,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5786470174789429},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.4189072251319885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38016214966773987},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13569891452789307},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.09450998902320862}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5786470174789429},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.4189072251319885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38016214966773987},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13569891452789307},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.09450998902320862}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10642193","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2908221889","https://openalex.org/W2964309882","https://openalex.org/W3034892684","https://openalex.org/W3183763741","https://openalex.org/W3197957534","https://openalex.org/W3207200417","https://openalex.org/W3211490618","https://openalex.org/W4321232185","https://openalex.org/W4395055639","https://openalex.org/W6797399245","https://openalex.org/W6803524230","https://openalex.org/W6857434634"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Accurate":[0],"and":[1,12,80,101],"up-to-date":[2],"land":[3,122,137],"cover":[4,123,138],"(LC)":[5],"maps":[6],"are":[7],"critical":[8],"for":[9,40],"informed":[10],"decision-making":[11],"resource":[13],"management.":[14],"While":[15],"global":[16,136],"products":[17],"may":[18],"not":[19],"include":[20],"region-specific":[21],"classes":[22,46],"or":[23],"have":[24],"optimal":[25],"accuracy,":[26],"this":[27],"paper":[28],"presents":[29],"a":[30,34,55,110,134],"method":[31],"to":[32,48,93],"produce":[33],"10":[35,45],"m":[36],"resolution":[37],"LC":[38],"map":[39,124],"Southern":[41],"Quebec,":[42],"Canada":[43],"with":[44,96,126],"related":[47],"soil":[49],"artificialization.":[50],"To":[51],"overcome":[52],"annotation":[53],"effort,":[54],"DeepResUNet":[56],"model":[57],"is":[58,72],"trained":[59],"on":[60,109],"400":[61,114],"simulated":[62],"Sentinel-2":[63],"scene":[64],"mosaics":[65],"instead":[66],"of":[67,77,83,99,113],"real":[68],"images.":[69],"Scene":[70],"realism":[71],"enhanced":[73],"through":[74],"the":[75],"use":[76],"data":[78],"augmentation":[79],"linear":[81],"mixing":[82],"pure":[84],"samples.":[85],"Preliminary":[86],"results":[87],"demonstrate":[88],"improved":[89],"spatial":[90],"detail":[91],"compared":[92],"other":[94],"products,":[95],"better":[97],"delineation":[98],"roads":[100],"urban":[102],"areas.":[103],"A":[104],"preliminary":[105],"quantitative":[106],"analysis":[107],"based":[108],"visual":[111],"interpretation":[112],"locations":[115],"across":[116],"4":[117],"areas":[118],"indicates":[119],"that":[120],"our":[121],"aligns":[125],"ground":[127],"conditions":[128],"three":[129],"times":[130],"more":[131],"often":[132],"than":[133],"recent":[135],"product,":[139],"where":[140],"they":[141],"disagree.":[142]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
