{"id":"https://openalex.org/W2943515148","doi":"https://doi.org/10.3390/rs11091022","title":"Quantitative Aerosol Optical Depth Detection during Dust Outbreaks from Meteosat Imagery Using an Artificial Neural Network Model","display_name":"Quantitative Aerosol Optical Depth Detection during Dust Outbreaks from Meteosat Imagery Using an Artificial Neural Network Model","publication_year":2019,"publication_date":"2019-04-30","ids":{"openalex":"https://openalex.org/W2943515148","doi":"https://doi.org/10.3390/rs11091022","mag":"2943515148"},"language":"en","primary_location":{"id":"doi:10.3390/rs11091022","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11091022","pdf_url":"https://www.mdpi.com/2072-4292/11/9/1022/pdf?version=1556612543","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/2072-4292/11/9/1022/pdf?version=1556612543","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057807510","display_name":"Stavros Kolios","orcid":"https://orcid.org/0000-0001-5084-9801"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Stavros Kolios","raw_affiliation_strings":["Laboratory of Meteorology, Physics Department, University of Ioannina, 45110 Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"Laboratory of Meteorology, Physics Department, University of Ioannina, 45110 Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110672383","display_name":"Nikos Hatzianastassiou","orcid":null},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Hatzianastassiou","raw_affiliation_strings":["Laboratory of Meteorology, Physics Department, University of Ioannina, 45110 Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"Laboratory of Meteorology, Physics Department, University of Ioannina, 45110 Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057807510"],"corresponding_institution_ids":["https://openalex.org/I194019607"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4443,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.81160544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"11","issue":"9","first_page":"1022","last_page":"1022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":1.0,"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":1.0,"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/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.9994000196456909,"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/T11320","display_name":"Atmospheric Ozone and Climate","score":0.996399998664856,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/aeronet","display_name":"AERONET","score":0.8513509035110474},{"id":"https://openalex.org/keywords/aerosol","display_name":"Aerosol","score":0.7224092483520508},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7197138667106628},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6804836988449097},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.5747050642967224},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5175020694732666},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.44863057136535645},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.32200711965560913},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16488641500473022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1635817289352417},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07279351353645325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06932112574577332}],"concepts":[{"id":"https://openalex.org/C2777634575","wikidata":"https://www.wikidata.org/wiki/Q291476","display_name":"AERONET","level":3,"score":0.8513509035110474},{"id":"https://openalex.org/C2779345167","wikidata":"https://www.wikidata.org/wiki/Q104541","display_name":"Aerosol","level":2,"score":0.7224092483520508},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7197138667106628},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6804836988449097},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.5747050642967224},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5175020694732666},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.44863057136535645},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.32200711965560913},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16488641500473022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1635817289352417},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07279351353645325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06932112574577332},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs11091022","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11091022","pdf_url":"https://www.mdpi.com/2072-4292/11/9/1022/pdf?version=1556612543","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:doaj.org/article:d93d0f7f88e44bdb9e76b9905f96aa0e","is_oa":true,"landing_page_url":"https://doaj.org/article/d93d0f7f88e44bdb9e76b9905f96aa0e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 11, Iss 9, p 1022 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/9/1022/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11091022","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 11; Issue 9; Pages: 1022","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11091022","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11091022","pdf_url":"https://www.mdpi.com/2072-4292/11/9/1022/pdf?version=1556612543","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":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.7799999713897705}],"awards":[{"id":"https://openalex.org/G4111540552","display_name":null,"funder_award_id":"MIS 5001552","funder_id":"https://openalex.org/F4320321916","funder_display_name":"State Scholarships Foundation"}],"funders":[{"id":"https://openalex.org/F4320321916","display_name":"State Scholarships Foundation","ror":"https://ror.org/023z3dm33"},{"id":"https://openalex.org/F4320326483","display_name":"European Organization for the Exploitation of Meteorological Satellites","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2943515148.pdf","grobid_xml":"https://content.openalex.org/works/W2943515148.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W75231382","https://openalex.org/W179484286","https://openalex.org/W851385087","https://openalex.org/W1502812137","https://openalex.org/W1561158679","https://openalex.org/W1854809624","https://openalex.org/W1895141509","https://openalex.org/W1940907344","https://openalex.org/W1966228714","https://openalex.org/W1971286314","https://openalex.org/W1972774830","https://openalex.org/W1972978214","https://openalex.org/W1974828111","https://openalex.org/W1975263506","https://openalex.org/W1976112978","https://openalex.org/W1978664996","https://openalex.org/W1985613397","https://openalex.org/W1988693047","https://openalex.org/W1992941940","https://openalex.org/W2004156512","https://openalex.org/W2006602431","https://openalex.org/W2026088405","https://openalex.org/W2027567091","https://openalex.org/W2033156080","https://openalex.org/W2049891650","https://openalex.org/W2050695239","https://openalex.org/W2052203587","https://openalex.org/W2060966866","https://openalex.org/W2063582051","https://openalex.org/W2065352660","https://openalex.org/W2067726355","https://openalex.org/W2077185271","https://openalex.org/W2083128385","https://openalex.org/W2083181884","https://openalex.org/W2087089209","https://openalex.org/W2092031156","https://openalex.org/W2094408786","https://openalex.org/W2097091502","https://openalex.org/W2102526027","https://openalex.org/W2121690346","https://openalex.org/W2122295209","https://openalex.org/W2127203281","https://openalex.org/W2140879871","https://openalex.org/W2143063774","https://openalex.org/W2159250567","https://openalex.org/W2161669521","https://openalex.org/W2170249757","https://openalex.org/W2172486268","https://openalex.org/W2262600696","https://openalex.org/W2330037103","https://openalex.org/W2513153694","https://openalex.org/W2559809665","https://openalex.org/W2617610371","https://openalex.org/W2746775985","https://openalex.org/W2767839709","https://openalex.org/W2779834058","https://openalex.org/W2791643608","https://openalex.org/W2795614761","https://openalex.org/W2802531655","https://openalex.org/W4298346946","https://openalex.org/W6623670107","https://openalex.org/W6648477758","https://openalex.org/W6682889407","https://openalex.org/W6684989569"],"related_works":["https://openalex.org/W1988447094","https://openalex.org/W2418673772","https://openalex.org/W2145265567","https://openalex.org/W2014316009","https://openalex.org/W2750830902","https://openalex.org/W2086153848","https://openalex.org/W2727061298","https://openalex.org/W220012687","https://openalex.org/W2592638685","https://openalex.org/W2150897670"],"abstract_inverted_index":{"This":[0],"study":[1],"presents":[2],"the":[3,15,32,79,102,116,151,155],"development":[4],"of":[5,21,78,122,125,146,154],"an":[6,27],"artificial":[7],"neural":[8],"network":[9],"(ANN)":[10],"model":[11,48,81,87,157],"to":[12,52,138],"quantitatively":[13],"estimate":[14,53],"atmospheric":[16],"aerosol":[17,22,58],"load":[18],"(in":[19],"terms":[20],"optical":[23,59],"depth,":[24],"AOD),":[25],"with":[26,74,89],"emphasis":[28],"on":[29],"dust,":[30],"over":[31,101,115],"Mediterranean":[33,103,117],"basin":[34],"using":[35],"images":[36],"from":[37,94],"Meteosat":[38,75],"satellites":[39],"as":[40],"initial":[41],"information.":[42],"More":[43],"specifically,":[44],"a":[45,120,132,141],"back-propagation":[46],"ANN":[47,80],"scheme":[49],"was":[50,82],"developed":[51,156],"visible":[54],"(at":[55],"550":[56],"nm)":[57,62],"depth":[60],"(AOD550":[61],"values":[63],"at":[64],"equal":[65,137],"temporal":[66],"(15":[67],"min)":[68],"and":[69,127,140],"spatial":[70],"(4":[71],"km)":[72],"resolutions":[73],"imagery.":[76],"Accuracy":[77],"thoroughly":[83],"tested":[84],"by":[85],"comparing":[86],"estimations":[88],"ground-based":[90],"AOD550":[91,129,160],"nm":[92,130,161],"measurements":[93],"14":[95],"AERONET":[96],"(Aerosol":[97],"Robotic":[98],"NETwork)":[99],"stations":[100],"for":[104,158],"34":[105],"selected":[106],"days":[107],"in":[108],"which":[109],"significant":[110],"dust":[111],"loads":[112],"were":[113,148],"recorded":[114],"basin.":[118],"Using":[119],"testbed":[121],"3076":[123],"pairs":[124],"modeled":[126],"measured":[128],"values,":[131],"Pearson":[133],"correlation":[134],"coefficient":[135],"(rP)":[136],"0.91":[139],"mean":[142],"absolute":[143],"error":[144],"(MAE)":[145],"0.031":[147],"found,":[149],"proving":[150],"satisfactory":[152],"accuracy":[153],"estimating":[159],"values.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}