{"id":"https://openalex.org/W2808166809","doi":"https://doi.org/10.3390/rs10060947","title":"Estimation of AOD Under Uncertainty: An Approach for Hyperspectral Airborne Data","display_name":"Estimation of AOD Under Uncertainty: An Approach for Hyperspectral Airborne Data","publication_year":2018,"publication_date":"2018-06-14","ids":{"openalex":"https://openalex.org/W2808166809","doi":"https://doi.org/10.3390/rs10060947","mag":"2808166809"},"language":"en","primary_location":{"id":"doi:10.3390/rs10060947","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10060947","pdf_url":"https://www.mdpi.com/2072-4292/10/6/947/pdf?version=1528972409","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/10/6/947/pdf?version=1528972409","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020140102","display_name":"Nitin Bhatia","orcid":"https://orcid.org/0000-0003-3434-869X"},"institutions":[{"id":"https://openalex.org/I68522396","display_name":"Flemish Institute for Technological Research","ror":"https://ror.org/04gq0w522","country_code":"BE","type":"facility","lineage":["https://openalex.org/I68522396"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["BE","NL"],"is_corresponding":true,"raw_author_name":"Nitin Bhatia","raw_affiliation_strings":["Department of Earth Observation Science, Faculty of Geo-Information Science and Earth Observation, University of Twente, 7500 AE Enschede, The Netherlands","Remote Sensing Unit, Flemish Institute for Technological Research, 2400 Mol, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-3434-869X","affiliations":[{"raw_affiliation_string":"Department of Earth Observation Science, Faculty of Geo-Information Science and Earth Observation, University of Twente, 7500 AE Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]},{"raw_affiliation_string":"Remote Sensing Unit, Flemish Institute for Technological Research, 2400 Mol, Belgium","institution_ids":["https://openalex.org/I68522396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010072631","display_name":"Valentyn Tolpekin","orcid":"https://orcid.org/0000-0003-4517-113X"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Valentyn Tolpekin","raw_affiliation_strings":["Department of Earth Observation Science, Faculty of Geo-Information Science and Earth Observation, University of Twente, 7500 AE Enschede, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-4517-113X","affiliations":[{"raw_affiliation_string":"Department of Earth Observation Science, Faculty of Geo-Information Science and Earth Observation, University of Twente, 7500 AE Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082935691","display_name":"Alfred Stein","orcid":"https://orcid.org/0000-0002-9456-1233"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alfred Stein","raw_affiliation_strings":["Department of Earth Observation Science, Faculty of Geo-Information Science and Earth Observation, University of Twente, 7500 AE Enschede, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-9456-1233","affiliations":[{"raw_affiliation_string":"Department of Earth Observation Science, Faculty of Geo-Information Science and Earth Observation, University of Twente, 7500 AE Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052010898","display_name":"I. Reusen","orcid":"https://orcid.org/0000-0001-8534-9110"},"institutions":[{"id":"https://openalex.org/I68522396","display_name":"Flemish Institute for Technological Research","ror":"https://ror.org/04gq0w522","country_code":"BE","type":"facility","lineage":["https://openalex.org/I68522396"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ils Reusen","raw_affiliation_strings":["Remote Sensing Unit, Flemish Institute for Technological Research, 2400 Mol, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Remote Sensing Unit, Flemish Institute for Technological Research, 2400 Mol, Belgium","institution_ids":["https://openalex.org/I68522396"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020140102"],"corresponding_institution_ids":["https://openalex.org/I68522396","https://openalex.org/I94624287"],"apc_list":{"value":2700,"currency":"CHF","value_usd":3258},"apc_paid":{"value":2700,"currency":"CHF","value_usd":3258},"fwci":1.1444,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.76086957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"10","issue":"6","first_page":"947","last_page":"947"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":0.9997000098228455,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9983000159263611,"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/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7633998394012451},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.7251900434494019},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6627593636512756},{"id":"https://openalex.org/keywords/radiance","display_name":"Radiance","score":0.6028468608856201},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5369913578033447},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.49359190464019775},{"id":"https://openalex.org/keywords/subpixel-rendering","display_name":"Subpixel rendering","score":0.4458928406238556},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.38982143998146057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31892746686935425},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16148674488067627}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7633998394012451},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.7251900434494019},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6627593636512756},{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.6028468608856201},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5369913578033447},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.49359190464019775},{"id":"https://openalex.org/C68516990","wikidata":"https://www.wikidata.org/wiki/Q452912","display_name":"Subpixel rendering","level":3,"score":0.4458928406238556},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.38982143998146057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31892746686935425},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16148674488067627},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs10060947","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10060947","pdf_url":"https://www.mdpi.com/2072-4292/10/6/947/pdf?version=1528972409","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:ris.utwente.nl:publications/d9ed44af-8f27-41e4-8cf3-2843fbf356c8","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/d9ed44af-8f27-41e4-8cf3-2843fbf356c8","pdf_url":"https://ris.utwente.nl/ws/files/97538877/remotesensing_10_00947.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Bhatia, N, Tolpekin, V A, Stein, A & Reusen, I 2018, 'Estimation of AOD under uncertainty : An approach for Hyperspectral Airborne data', Remote sensing, vol. 10, no. 6, 947, pp. 1-30. https://doi.org/10.3390/rs10060947","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:cfc97524d773474fb90b24a4cd91e4d8","is_oa":true,"landing_page_url":"https://doaj.org/article/cfc97524d773474fb90b24a4cd91e4d8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 10, Iss 6, p 947 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/10/6/947/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs10060947","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 10; Issue 6; Pages: 947","raw_type":"Text"},{"id":"pmh:oai:ris.utwente.nl:publications/d9ed44af-8f27-41e4-8cf3-2843fbf356c8","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"","raw_type":""}],"best_oa_location":{"id":"doi:10.3390/rs10060947","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs10060947","pdf_url":"https://www.mdpi.com/2072-4292/10/6/947/pdf?version=1528972409","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321015","display_name":"University of Twente","ror":"https://ror.org/006hf6230"},{"id":"https://openalex.org/F4320324551","display_name":"Vlaamse Instelling voor Technologisch Onderzoek","ror":"https://ror.org/04gq0w522"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2808166809.pdf","grobid_xml":"https://content.openalex.org/works/W2808166809.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1576534100","https://openalex.org/W1653765803","https://openalex.org/W1684679233","https://openalex.org/W1887434677","https://openalex.org/W1964570608","https://openalex.org/W1994414533","https://openalex.org/W1997820532","https://openalex.org/W2002934707","https://openalex.org/W2005089986","https://openalex.org/W2005223624","https://openalex.org/W2011439685","https://openalex.org/W2024103932","https://openalex.org/W2028513126","https://openalex.org/W2033725611","https://openalex.org/W2035219241","https://openalex.org/W2040316938","https://openalex.org/W2041298854","https://openalex.org/W2044190035","https://openalex.org/W2049583171","https://openalex.org/W2058532290","https://openalex.org/W2059162248","https://openalex.org/W2067801666","https://openalex.org/W2068190726","https://openalex.org/W2070259289","https://openalex.org/W2076598590","https://openalex.org/W2084778007","https://openalex.org/W2091397530","https://openalex.org/W2091789707","https://openalex.org/W2096086956","https://openalex.org/W2107045929","https://openalex.org/W2121597613","https://openalex.org/W2125298866","https://openalex.org/W2127062304","https://openalex.org/W2136699082","https://openalex.org/W2143457518","https://openalex.org/W2145265567","https://openalex.org/W2145372548","https://openalex.org/W2155746032","https://openalex.org/W2158426942","https://openalex.org/W2165124968","https://openalex.org/W2165332166","https://openalex.org/W2168243221","https://openalex.org/W2206193224","https://openalex.org/W2313649188","https://openalex.org/W2338052030","https://openalex.org/W2338166887","https://openalex.org/W2338779464","https://openalex.org/W2338912516","https://openalex.org/W2341733731","https://openalex.org/W2527417112","https://openalex.org/W2606412288","https://openalex.org/W2766352807","https://openalex.org/W2774694695","https://openalex.org/W2790891463","https://openalex.org/W3010636899","https://openalex.org/W6635473546","https://openalex.org/W6686294705","https://openalex.org/W6703577314","https://openalex.org/W6703839892","https://openalex.org/W6704233014","https://openalex.org/W6704262652","https://openalex.org/W6834887970"],"related_works":["https://openalex.org/W2369528593","https://openalex.org/W2385629811","https://openalex.org/W2638735979","https://openalex.org/W2111510641","https://openalex.org/W2386795888","https://openalex.org/W1968995436","https://openalex.org/W2412485884","https://openalex.org/W2884029982","https://openalex.org/W2120293966","https://openalex.org/W2142380919"],"abstract_inverted_index":{"A":[0],"key":[1],"parameter":[2],"for":[3,99],"atmospheric":[4],"correction":[5],"(AC)":[6],"is":[7,13,82,125,186],"Aerosol":[8],"Optical":[9],"Depth":[10],"(AOD),":[11],"which":[12],"often":[14],"estimated":[15,71,83],"from":[16,61],"sensor":[17],"radiance":[18],"(Lrs,t(\u03bb)).":[19],"Noise,":[20],"the":[21,66,76,80,89,117,123,138,172,175,183,190],"dependency":[22],"on":[23,91,101,105],"surface":[24,43],"type,":[25],"viewing":[26],"and":[27,94,104,193],"illumination":[28],"geometry":[29],"cause":[30],"uncertainty":[31],"in":[32,153,157,161],"AOD":[33,63,81,124,158],"inference.":[34],"We":[35,87,136,180],"propose":[36],"a":[37,130,142,154],"method":[38,55,90,140,177,185],"that":[39,182],"determines":[40],"pre-estimates":[41],"of":[42,122,170,174],"reflectance":[44],"(\u03c1t,pre)":[45],"where":[46],"effects":[47],"associated":[48],"with":[49,129,141],"Lrs,t(\u03bb)":[50],"are":[51,69],"less":[52],"influential.":[53],"The":[54,119],"identifies":[56],"pixels":[57,68],"comprising":[58],"pure":[59,67],"materials":[60],"\u03c1t,pre.":[62],"values":[64],"at":[65,84],"iteratively":[70],"using":[72],"l2-norm":[73],"optimization.":[74],"Using":[75],"adjacency":[77],"range":[78],"function,":[79],"each":[85],"pixel.":[86],"applied":[88],"Hyperspectral":[92],"Mapper":[93],"Airborne":[95],"Prism":[96],"Experiment":[97],"instruments":[98],"experiments":[100],"synthetic":[102],"data":[103],"real":[106,110],"data.":[107,118],"To":[108],"simulate":[109],"imaging":[111],"conditions,":[112],"noise":[113],"was":[114],"added":[115],"to":[116,127,133,197],"estimation":[120,169],"error":[121],"minimized":[126],"0.06\u20130.08":[128],"signal-to-reconstruction-error":[131,163],"equal":[132],"35":[134],"dB.":[135,166],"compared":[137],"proposed":[139,184],"dense":[143],"dark":[144],"vegetation":[145],"(DDV)-based":[146],"state-of-the-art":[147],"method.":[148],"This":[149],"reference":[150,176],"method,":[151],"resulted":[152],"larger":[155],"variability":[156],"estimates":[159],"resulting":[160],"low":[162],"between":[164],"5\u201310":[165],"For":[167],"per-pixel":[168],"AOD,":[171],"performance":[173],"further":[178],"degraded.":[179],"conclude":[181],"more":[187],"precise":[188],"than":[189],"DDV":[191],"methods":[192],"can":[194],"be":[195],"extended":[196],"other":[198],"AC":[199],"parameters.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-24T07:32:12.397491","created_date":"2018-06-21T00:00:00"}