{"id":"https://openalex.org/W4402259475","doi":"https://doi.org/10.1109/igarss53475.2024.10641750","title":"Detection and Characterization of Urban Heat Islands with Machine Learning","display_name":"Detection and Characterization of Urban Heat Islands with Machine Learning","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402259475","doi":"https://doi.org/10.1109/igarss53475.2024.10641750"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10641750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10641750","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/A5086131742","display_name":"M. Bhamjee","orcid":"https://orcid.org/0000-0002-2697-4589"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muaaz Bhamjee","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107012899","display_name":"Hiyam Debary","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hiyam Debary","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107012900","display_name":"Zaheed Gaffoor","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zaheed Gaffoor","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107012901","display_name":"Tamara Govindasamy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tamara Govindasamy","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107012902","display_name":"Craig Mahlasi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Craig Mahlasi","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066756540","display_name":"Mustansar Fiaz","orcid":"https://orcid.org/0000-0003-2289-2284"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mustansar Fiaz","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070711495","display_name":"Etienne Vos","orcid":"https://orcid.org/0000-0003-2513-4980"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Etienne Vos","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023556527","display_name":"Levente J. Klein","orcid":"https://orcid.org/0000-0001-9497-1403"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Levente Klein","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003835218","display_name":"Sibusisiwe Makhanya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sibusisiwe Makhanya","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025361716","display_name":"Campbell Watson","orcid":"https://orcid.org/0000-0003-3029-9069"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Campbell Watson","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074937529","display_name":"Julian Kuehnert","orcid":"https://orcid.org/0000-0001-8662-1681"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julian Kuehnert","raw_affiliation_strings":["IBM Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":11,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9011,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70823203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1693","last_page":"1699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10766","display_name":"Urban Heat Island Mitigation","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9735000133514404,"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":0.9732999801635742,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.5681378245353699},{"id":"https://openalex.org/keywords/urban-heat-island","display_name":"Urban heat island","score":0.5278867483139038},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5076528787612915},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.25489622354507446},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.1480727195739746},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12706181406974792},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.08565643429756165}],"concepts":[{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.5681378245353699},{"id":"https://openalex.org/C54005896","wikidata":"https://www.wikidata.org/wiki/Q215712","display_name":"Urban heat island","level":2,"score":0.5278867483139038},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5076528787612915},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.25489622354507446},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.1480727195739746},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12706181406974792},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.08565643429756165}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10641750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10641750","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":[{"score":0.6200000047683716,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337361","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2030737358","https://openalex.org/W2040963837","https://openalex.org/W2074448420","https://openalex.org/W2267646543","https://openalex.org/W2409798227","https://openalex.org/W2508993407","https://openalex.org/W2519946632","https://openalex.org/W2762840059","https://openalex.org/W2794659326","https://openalex.org/W2884822772","https://openalex.org/W2897285410","https://openalex.org/W2902641883","https://openalex.org/W2985408843","https://openalex.org/W3138516171","https://openalex.org/W3158115389","https://openalex.org/W3159093802","https://openalex.org/W4211078177","https://openalex.org/W4221002889","https://openalex.org/W4293157296","https://openalex.org/W4296613537","https://openalex.org/W4308305640","https://openalex.org/W4315566769","https://openalex.org/W4366196934","https://openalex.org/W4368372021","https://openalex.org/W4379791081","https://openalex.org/W4386942610","https://openalex.org/W4395055639"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3107994849","https://openalex.org/W2547006382","https://openalex.org/W3017730864","https://openalex.org/W2003943341","https://openalex.org/W2193749736","https://openalex.org/W2385102367","https://openalex.org/W2389058308","https://openalex.org/W4247143848"],"abstract_inverted_index":{"Assessing":[0],"and":[1,22,40,60,84],"understanding":[2],"the":[3,35,52,64,72,105,137],"urban":[4,106],"scale":[5],"impacts":[6],"of":[7,31,37,54,63,74,108,140],"extreme":[8],"climate":[9,38],"events":[10],"is":[11,49,91,123],"a":[12,61,100,127],"global":[13],"necessity.":[14],"Risks":[15],"associated":[16],"with":[17,112],"heat,":[18],"where":[19],"intra-urban":[20],"dynamics":[21],"rural/urban":[23],"boundary":[24],"conditions":[25],"greatly":[26],"impact":[27],"its":[28],"distribution,":[29],"are":[30],"particular":[32],"interest":[33],"as":[34],"evolution":[36],"change":[39],"ur-banization":[41],"persists.":[42],"Characterizing":[43],"Urban":[44],"Heat":[45],"Island":[46],"(UHI)":[47],"effects":[48],"dependent":[50],"on":[51],"availability":[53],"high-resolution":[55],"near-surface":[56],"air":[57,97],"temperature":[58,98],"maps":[59],"description":[62],"Local":[65],"Climate":[66],"Zones":[67],"(LCZs).":[68],"This":[69],"study":[70],"assesses":[71],"applicability":[73],"state-of-the-art":[75],"(SOTA)":[76],"Artificial":[77],"Intelligence":[78],"(AI)":[79],"techniques":[80],"for":[81,104,133,136],"UHI":[82,121],"detection":[83],"characterization.":[85],"A":[86],"Geospatial":[87],"Foundation":[88],"Model":[89],"(GFM)":[90],"fine-tuned":[92],"to":[93],"predict":[94],"2":[95],"m":[96],"at":[99],"1":[101],"km":[102],"resolution":[103],"areas":[107],"Johannesburg,":[109],"South":[110],"Africa,":[111],"mean":[113],"absolute":[114],"error":[115],"measures":[116],"less":[117],"than":[118],"1.5":[119],"\u00b0C.":[120],"characterization":[122],"further":[124],"enabled":[125],"through":[126],"Fully":[128],"Connected":[129],"Network":[130],"(FCN)":[131],"model":[132],"LCZs":[134],"classification":[135],"same":[138],"region":[139],"interest.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
