{"id":"https://openalex.org/W2125082925","doi":"https://doi.org/10.1109/lgrs.2008.2000739","title":"Support-Based Implementation of Bayesian Data Fusion for Spatial Enhancement: Applications to ASTER Thermal Images","display_name":"Support-Based Implementation of Bayesian Data Fusion for Spatial Enhancement: Applications to ASTER Thermal Images","publication_year":2008,"publication_date":"2008-10-01","ids":{"openalex":"https://openalex.org/W2125082925","doi":"https://doi.org/10.1109/lgrs.2008.2000739","mag":"2125082925"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2008.2000739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2008.2000739","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"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 Geoscience and Remote Sensing Letters","raw_type":"journal-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/A5069608687","display_name":"Dominique Fasbender","orcid":"https://orcid.org/0000-0002-6606-490X"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dominique Fasbender","raw_affiliation_strings":["Environometrics and Geomatics Unit, Universit\u00e9 Catholique de Louvain, Louvain-la-Neuve, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environometrics and Geomatics Unit, Universit\u00e9 Catholique de Louvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005192117","display_name":"Devis Tuia","orcid":"https://orcid.org/0000-0003-0374-2459"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Devis Tuia","raw_affiliation_strings":["Institute of Geomatics and Analysis of Risk, University of Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Geomatics and Analysis of Risk, University of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076408429","display_name":"Patrick Bogaert","orcid":"https://orcid.org/0000-0001-8868-1899"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Patrick Bogaert","raw_affiliation_strings":["Environometrics and Geomatics Unit, Universit\u00e9 Catholique de Louvain, Louvain-la-Neuve, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environometrics and Geomatics Unit, Universit\u00e9 Catholique de Louvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068472081","display_name":"Mikha\u00efl Kanevski","orcid":"https://orcid.org/0000-0001-6602-6551"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mikhail Kanevski","raw_affiliation_strings":["Institute of Geomatics and Analysis of Risk, University of Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Geomatics and Analysis of Risk, University of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0455,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.91419758,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"5","issue":"4","first_page":"598","last_page":"602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9976999759674072,"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":0.9861999750137329,"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/advanced-spaceborne-thermal-emission-and-reflection-radiometer","display_name":"Advanced Spaceborne Thermal Emission and Reflection Radiometer","score":0.7530711889266968},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.7488203644752502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6384904384613037},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6106532216072083},{"id":"https://openalex.org/keywords/downscaling","display_name":"Downscaling","score":0.6089000105857849},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.576400637626648},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.49927783012390137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49724748730659485},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.46244245767593384},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4550127387046814},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.445745587348938},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4405458867549896},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.43658965826034546},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.43604177236557007},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.4337952435016632},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41777271032333374},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36415553092956543},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33203983306884766},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18694835901260376},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13729172945022583},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1159735918045044},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.08524596691131592}],"concepts":[{"id":"https://openalex.org/C13772937","wikidata":"https://www.wikidata.org/wiki/Q298019","display_name":"Advanced Spaceborne Thermal Emission and Reflection Radiometer","level":3,"score":0.7530711889266968},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.7488203644752502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6384904384613037},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6106532216072083},{"id":"https://openalex.org/C41156917","wikidata":"https://www.wikidata.org/wiki/Q682831","display_name":"Downscaling","level":3,"score":0.6089000105857849},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.576400637626648},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.49927783012390137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49724748730659485},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.46244245767593384},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4550127387046814},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.445745587348938},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4405458867549896},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.43658965826034546},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.43604177236557007},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.4337952435016632},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41777271032333374},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36415553092956543},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33203983306884766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18694835901260376},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13729172945022583},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1159735918045044},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.08524596691131592},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/lgrs.2008.2000739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2008.2000739","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"},{"id":"pmh:oai:dial.uclouvain.be:boreal:36240","is_oa":false,"landing_page_url":"http://hdl.handle.net/2078.1/36240","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters, Vol. 5, no. 4, p. 598-602 (2008)","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:iris.unil.ch:iris/104870","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/104870","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:serval.unil.ch:BIB_62BFDC61BC8B","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_62BFDC61BC8B","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Geosciences and Remote Sensing Letters, vol. 5, no. 4, pp. 596-602","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1553305639","https://openalex.org/W1725187180","https://openalex.org/W1964641132","https://openalex.org/W1967615710","https://openalex.org/W1978343218","https://openalex.org/W1991460509","https://openalex.org/W1991921460","https://openalex.org/W1994894661","https://openalex.org/W2008575896","https://openalex.org/W2011159248","https://openalex.org/W2018316094","https://openalex.org/W2020442368","https://openalex.org/W2031081654","https://openalex.org/W2044394856","https://openalex.org/W2048605186","https://openalex.org/W2062331217","https://openalex.org/W2069993596","https://openalex.org/W2080899692","https://openalex.org/W2099217090","https://openalex.org/W2104532829","https://openalex.org/W2105090634","https://openalex.org/W2108290454","https://openalex.org/W2119077559","https://openalex.org/W2125082925","https://openalex.org/W2144948131","https://openalex.org/W2157635806","https://openalex.org/W2170417400","https://openalex.org/W6633088995"],"related_works":["https://openalex.org/W2394436593","https://openalex.org/W3013458534","https://openalex.org/W3010558748","https://openalex.org/W2526815458","https://openalex.org/W4220911053","https://openalex.org/W2380042710","https://openalex.org/W2944582722","https://openalex.org/W4377833746","https://openalex.org/W4387102043","https://openalex.org/W769766909"],"abstract_inverted_index":{"In":[0],"this":[1,108],"letter,":[2],"a":[3,94,146],"general":[4],"Bayesian":[5],"data":[6],"fusion":[7],"(BDF)":[8],"approach":[9,110,119],"is":[10,142,151],"proposed":[11,121],"and":[12,113,136],"applied":[13,156],"to":[14,76,115,133,154,157],"the":[15,28,39,52,77,89,100,105,116,123,140,158,170],"spatial":[16,159],"enhancement":[17,160],"of":[18,54,64,79,96,102,107,172],"ASTER":[19,97],"thermal":[20,40],"images.":[21,91,175],"This":[22],"method":[23,141],"fuses":[24],"information":[25],"coming":[26],"from":[27],"visible":[29],"or":[30],"near-infrared":[31],"bands":[32,42],"(15":[33],"times":[34,44],"15":[35],"m":[36,46],"pixels)":[37,47],"with":[38,131,145],"infrared":[41],"(90":[43],"90":[45],"by":[48],"explicitly":[49,72],"accounting":[50],"for":[51,67],"change":[53],"support.":[55],"By":[56],"relying":[57],"on":[58,88,93],"linear":[59],"multivariate":[60],"regression":[61],"assumptions,":[62],"differences":[63],"support":[65],"size":[66],"input":[68],"images":[69,98],"can":[70],"be":[71,155],"accounted":[73],"for.":[74],"Due":[75],"use":[78],"locally":[80],"varying":[81],"variances,":[82],"it":[83,150],"also":[84],"avoids":[85],"producing":[86],"artifacts":[87],"fused":[90],"Based":[92],"set":[95],"over":[99],"region":[101],"Lausanne,":[103],"Switzerland,":[104],"advantages":[106],"support-based":[109],"are":[111,129],"assessed":[112],"compared":[114],"downscaling":[117],"cokriging":[118],"recently":[120],"in":[122,162,169],"literature.":[124],"Results":[125],"show":[126],"that":[127],"improvements":[128],"substantial":[130],"respect":[132],"both":[134],"visual":[135],"quantitative":[137],"criteria.":[138],"Although":[139],"illustrated":[143],"here":[144],"specific":[147],"case":[148],"study,":[149],"versatile":[152],"enough":[153],"problem":[161],"general.":[163],"It":[164],"thus":[165],"opens":[166],"new":[167],"avenues":[168],"context":[171],"remotely":[173],"sensed":[174]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
