{"id":"https://openalex.org/W4387803118","doi":"https://doi.org/10.1109/igarss52108.2023.10282430","title":"Deep Learning Techniques on Very High Resolution Images for Detecting Trees and Their Health Conditions","display_name":"Deep Learning Techniques on Very High Resolution Images for Detecting Trees and Their Health Conditions","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387803118","doi":"https://doi.org/10.1109/igarss52108.2023.10282430"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10282430","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss52108.2023.10282430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 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/A5030665480","display_name":"Yaseen Al-Mulla","orcid":"https://orcid.org/0000-0003-4346-799X"},"institutions":[{"id":"https://openalex.org/I47818738","display_name":"Sultan Qaboos University","ror":"https://ror.org/04wq8zb47","country_code":"OM","type":"education","lineage":["https://openalex.org/I47818738"]}],"countries":["OM"],"is_corresponding":true,"raw_author_name":"Yaseen Al-Mulla","raw_affiliation_strings":["Remote Sensing and GIS Research Center, Sultan Qaboos University","Department of Soils, Water and Agricultural Engineering, Sultan Qaboos University"],"affiliations":[{"raw_affiliation_string":"Remote Sensing and GIS Research Center, Sultan Qaboos University","institution_ids":["https://openalex.org/I47818738"]},{"raw_affiliation_string":"Department of Soils, Water and Agricultural Engineering, Sultan Qaboos University","institution_ids":["https://openalex.org/I47818738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075110236","display_name":"Ahsan Ali","orcid":"https://orcid.org/0000-0002-9476-2043"},"institutions":[{"id":"https://openalex.org/I47818738","display_name":"Sultan Qaboos University","ror":"https://ror.org/04wq8zb47","country_code":"OM","type":"education","lineage":["https://openalex.org/I47818738"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Ahsan Ali","raw_affiliation_strings":["Remote Sensing and GIS Research Center, Sultan Qaboos University"],"affiliations":[{"raw_affiliation_string":"Remote Sensing and GIS Research Center, Sultan Qaboos University","institution_ids":["https://openalex.org/I47818738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065993269","display_name":"Krishna Parimi","orcid":null},"institutions":[{"id":"https://openalex.org/I47818738","display_name":"Sultan Qaboos University","ror":"https://ror.org/04wq8zb47","country_code":"OM","type":"education","lineage":["https://openalex.org/I47818738"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Krishna Parimi","raw_affiliation_strings":["Remote Sensing and GIS Research Center, Sultan Qaboos University"],"affiliations":[{"raw_affiliation_string":"Remote Sensing and GIS Research Center, Sultan Qaboos University","institution_ids":["https://openalex.org/I47818738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030665480"],"corresponding_institution_ids":["https://openalex.org/I47818738"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15282504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"6542","last_page":"6544"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.995199978351593,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9854999780654907,"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/computer-science","display_name":"Computer science","score":0.6815963983535767},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6520363092422485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5882221460342407},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5611906051635742},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5405979752540588},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4952806532382965},{"id":"https://openalex.org/keywords/aerial-imagery","display_name":"Aerial imagery","score":0.46382227540016174},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.4610755443572998},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4301861524581909},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.42168089747428894},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3549906015396118},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.26495152711868286},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.26451772451400757}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6815963983535767},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6520363092422485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5882221460342407},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5611906051635742},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5405979752540588},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4952806532382965},{"id":"https://openalex.org/C2987819851","wikidata":"https://www.wikidata.org/wiki/Q191839","display_name":"Aerial imagery","level":2,"score":0.46382227540016174},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.4610755443572998},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4301861524581909},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.42168089747428894},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3549906015396118},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.26495152711868286},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.26451772451400757},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss52108.2023.10282430","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss52108.2023.10282430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2617797305","https://openalex.org/W2796251467","https://openalex.org/W2951726052","https://openalex.org/W2980218791","https://openalex.org/W6764144903","https://openalex.org/W6768611405"],"related_works":["https://openalex.org/W2949096641","https://openalex.org/W2970686063","https://openalex.org/W4320729701","https://openalex.org/W3210378990","https://openalex.org/W3034745255","https://openalex.org/W4254103348","https://openalex.org/W3175687857","https://openalex.org/W2342958307","https://openalex.org/W3035955015","https://openalex.org/W2903740016"],"abstract_inverted_index":{"Very":[0],"high-resolution":[1,73],"remote":[2],"sensing":[3],"imagery":[4,6,75],"and":[5,47,66,89,122],"from":[7,86,98],"unmanned":[8],"aerial":[9],"vehicles":[10],"have":[11],"been":[12],"acknowledged":[13],"as":[14,16,39,109],"well":[15],"valued":[17],"in":[18,27,58,104],"recent":[19],"years":[20],"for":[21,42,63,113],"a":[22,40,110],"variety":[23],"of":[24,61,119],"purposes,":[25],"especially":[26],"object":[28],"detection.":[29],"On":[30],"the":[31,59,82,101],"other":[32,87,90,117],"hand,":[33],"deep":[34],"learning":[35,50],"(DL)":[36],"has":[37],"evolved":[38],"tool":[41],"assessing":[43],"pattern":[44],"recognition":[45],"applications":[46,57],"standard":[48],"machine":[49],"techniques.":[51],"This":[52],"study":[53,106],"applied":[54],"several":[55],"DL":[56,78],"Sultanate":[60],"Oman":[62],"detecting":[64],"trees":[65,85],"examining":[67],"their":[68],"health":[69],"status":[70],"using":[71],"very":[72],"satellite":[74],"data.":[76],"The":[77],"model":[79,102],"efficiently":[80],"distinguished":[81],"date":[83,99],"palm":[84],"plants":[88,121],"land":[91],"uses,":[92],"according":[93],"to":[94,115],"our":[95],"results.":[96],"Aside":[97],"palms,":[100],"developed":[103],"this":[105],"can":[107],"serve":[108],"starting":[111],"point":[112],"models":[114],"identify":[116],"types":[118],"diseased":[120],"trees.":[123]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
