{"id":"https://openalex.org/W2985981409","doi":"https://doi.org/10.1109/igarss.2019.8900490","title":"Change Detection and Transfer Learning Approach for Updating the Habitat Maps in UAE","display_name":"Change Detection and Transfer Learning Approach for Updating the Habitat Maps in UAE","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2985981409","doi":"https://doi.org/10.1109/igarss.2019.8900490","mag":"2985981409"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2019.8900490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2019.8900490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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/A5028573530","display_name":"Prajowal Manandhar","orcid":"https://orcid.org/0000-0002-1604-9138"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Prajowal Manandhar","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070579744","display_name":"Prashanth Marpu","orcid":"https://orcid.org/0000-0003-3335-1790"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Prashanth Reddy Marpu","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I176601375"],"apc_list":null,"apc_paid":null,"fwci":1.175,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77604167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"53","issue":null,"first_page":"2427","last_page":"2430"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"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":0.9997000098228455,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9921000003814697,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.98089998960495,"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/computer-science","display_name":"Computer science","score":0.751947820186615},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.7202523946762085},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.7008787989616394},{"id":"https://openalex.org/keywords/abu-dhabi","display_name":"Abu dhabi","score":0.6479422450065613},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5726677179336548},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5483145117759705},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5112297534942627},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5106993317604065},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5094144940376282},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4626605808734894},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4270699918270111},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3542264699935913},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3363904654979706},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22520241141319275},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.17786553502082825},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07660353183746338}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.751947820186615},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.7202523946762085},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7008787989616394},{"id":"https://openalex.org/C3020203576","wikidata":"https://www.wikidata.org/wiki/Q1519","display_name":"Abu dhabi","level":3,"score":0.6479422450065613},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5726677179336548},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5483145117759705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5112297534942627},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5106993317604065},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5094144940376282},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4626605808734894},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4270699918270111},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3542264699935913},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3363904654979706},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22520241141319275},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.17786553502082825},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07660353183746338},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C158739034","wikidata":"https://www.wikidata.org/wiki/Q1907114","display_name":"Metropolitan area","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2019.8900490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2019.8900490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W159883374","https://openalex.org/W2006203995","https://openalex.org/W2029316659","https://openalex.org/W2036632898","https://openalex.org/W2142012908","https://openalex.org/W2179290474","https://openalex.org/W2260409217","https://openalex.org/W2408985603","https://openalex.org/W2463238921","https://openalex.org/W2480184802","https://openalex.org/W2551397753","https://openalex.org/W2588561483","https://openalex.org/W2604086375","https://openalex.org/W2740144340","https://openalex.org/W2795031366","https://openalex.org/W2802954847","https://openalex.org/W2919548190","https://openalex.org/W2949601285","https://openalex.org/W4248710273","https://openalex.org/W4251378177","https://openalex.org/W4285719527","https://openalex.org/W6719124172","https://openalex.org/W6763811429"],"related_works":["https://openalex.org/W4246644938","https://openalex.org/W2006311030","https://openalex.org/W4293276829","https://openalex.org/W4243356954","https://openalex.org/W4205897728","https://openalex.org/W4248936270","https://openalex.org/W2322349367","https://openalex.org/W782203897","https://openalex.org/W2153381734","https://openalex.org/W2050072374"],"abstract_inverted_index":{"In":[0,59],"this":[1],"work,":[2],"we":[3,63,79],"aim":[4,112],"to":[5,13,18,114,125],"establish":[6],"a":[7,116],"framework":[8,94],"for":[9],"short":[10,131],"term":[11],"updates":[12],"the":[14,28,32,38,60,88,96,107,127],"existing":[15],"landcover":[16],"maps":[17,36,129],"quickly":[19],"enable":[20],"efficient":[21],"planning":[22],"and":[23,57],"monitoring.":[24],"This":[25],"paper":[26],"presents":[27],"work":[29],"on":[30,87,121],"updating":[31],"land":[33],"cover":[34],"classification":[35,118],"in":[37,55,130],"region":[39],"of":[40,82],"Abu":[41],"Dhabi,":[42],"UAE.":[43],"Experiments":[44],"are":[45,104],"carried":[46],"out":[47],"using":[48,70,95,106],"temporal":[49],"images":[50],"acquired":[51],"from":[52,92,98],"Worldview-2":[53],"satellite":[54],"2014":[56],"2016.":[58],"proposed":[61],"approach,":[62],"first":[64],"perform":[65],"an":[66],"automatic":[67,122],"change":[68,123],"detection":[69,124],"statistical":[71],"methods":[72],"such":[73],"as":[74],"principal":[75],"component":[76],"analysis.":[77],"Then":[78],"make":[80],"use":[81],"Random":[83],"Forest":[84],"algorithm":[85],"applied":[86],"Fully-Connected":[89],"features":[90],"obtained":[91],"AlexNet":[93],"inputs":[97],"un-changed":[99],"locations.":[100],"The":[101],"training":[102],"labels":[103],"generated":[105],"baseline":[108,128],"maps.":[109],"Eventually,":[110],"our":[111],"is":[113],"develop":[115],"robust":[117],"approach":[119],"based":[120],"update":[126],"time":[132],"intervals.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}