{"id":"https://openalex.org/W4393853941","doi":"https://doi.org/10.3390/rs16071266","title":"Characterizing Smoke Haze Events in Australia Using a Hybrid Approach of Satellite-Based Aerosol Optical Depth and Chemical Transport Modeling","display_name":"Characterizing Smoke Haze Events in Australia Using a Hybrid Approach of Satellite-Based Aerosol Optical Depth and Chemical Transport Modeling","publication_year":2024,"publication_date":"2024-04-03","ids":{"openalex":"https://openalex.org/W4393853941","doi":"https://doi.org/10.3390/rs16071266"},"language":"en","primary_location":{"id":"doi:10.3390/rs16071266","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071266","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1266/pdf?version=1712153365","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/2072-4292/16/7/1266/pdf?version=1712153365","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055734438","display_name":"Miles Sowden","orcid":"https://orcid.org/0000-0003-4920-4680"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Miles Sowden","raw_affiliation_strings":["Curtin School of Population Health, Bentley, WA 6102, Australia","Curtin School of Population Health, Bentley, WA 6102, Australia;"],"affiliations":[{"raw_affiliation_string":"Curtin School of Population Health, Bentley, WA 6102, Australia","institution_ids":["https://openalex.org/I205640436"]},{"raw_affiliation_string":"Curtin School of Population Health, Bentley, WA 6102, Australia;","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040926298","display_name":"Ivan Hanigan","orcid":"https://orcid.org/0000-0002-6360-6793"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ivan C. Hanigan","raw_affiliation_strings":["Curtin School of Population Health, Bentley, WA 6102, Australia","Curtin School of Population Health, Bentley, WA 6102, Australia;"],"affiliations":[{"raw_affiliation_string":"Curtin School of Population Health, Bentley, WA 6102, Australia","institution_ids":["https://openalex.org/I205640436"]},{"raw_affiliation_string":"Curtin School of Population Health, Bentley, WA 6102, Australia;","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067639167","display_name":"Daniel Robbins","orcid":"https://orcid.org/0000-0002-2452-8219"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daniel Jamie Victor Robbins","raw_affiliation_strings":["Curtin School of Population Health, Bentley, WA 6102, Australia","Curtin School of Population Health, Bentley, WA 6102, Australia;"],"affiliations":[{"raw_affiliation_string":"Curtin School of Population Health, Bentley, WA 6102, Australia","institution_ids":["https://openalex.org/I205640436"]},{"raw_affiliation_string":"Curtin School of Population Health, Bentley, WA 6102, Australia;","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112509483","display_name":"Martin Cope","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161554","display_name":"CSIRO Land and Water","ror":"https://ror.org/057xz1h85","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210161554","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Martin Cope","raw_affiliation_strings":["CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia","CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia;"],"affiliations":[{"raw_affiliation_string":"CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia","institution_ids":["https://openalex.org/I4210161554"]},{"raw_affiliation_string":"CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia;","institution_ids":["https://openalex.org/I4210161554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034230323","display_name":"Jeremy D. Silver","orcid":"https://orcid.org/0000-0003-1502-6249"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I4210161554","display_name":"CSIRO Land and Water","ror":"https://ror.org/057xz1h85","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210161554","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jeremy D. Silver","raw_affiliation_strings":["CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia","Statistical Consulting Centre, School of Mathematics and Statistics, The University of Melbourne, Melbourne, VIC 3000, Australia","CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia;"],"affiliations":[{"raw_affiliation_string":"CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia","institution_ids":["https://openalex.org/I4210161554"]},{"raw_affiliation_string":"Statistical Consulting Centre, School of Mathematics and Statistics, The University of Melbourne, Melbourne, VIC 3000, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia;","institution_ids":["https://openalex.org/I4210161554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012916545","display_name":"Julie Noonan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161554","display_name":"CSIRO Land and Water","ror":"https://ror.org/057xz1h85","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210161554","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Julie Noonan","raw_affiliation_strings":["CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia","CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia;"],"affiliations":[{"raw_affiliation_string":"CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia","institution_ids":["https://openalex.org/I4210161554"]},{"raw_affiliation_string":"CSIRO Land and Water Flagship, Melbourne, VIC 3195, Australia;","institution_ids":["https://openalex.org/I4210161554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5055734438"],"corresponding_institution_ids":["https://openalex.org/I205640436"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.8043,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66921366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"16","issue":"7","first_page":"1266","last_page":"1266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.9993000030517578,"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/T10347","display_name":"Atmospheric aerosols and clouds","score":0.9984999895095825,"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/T10190","display_name":"Air Quality and Health Impacts","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"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/haze","display_name":"Haze","score":0.8507561087608337},{"id":"https://openalex.org/keywords/aerosol","display_name":"Aerosol","score":0.8216307163238525},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6997082829475403},{"id":"https://openalex.org/keywords/smoke","display_name":"Smoke","score":0.6366800665855408},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5893219709396362},{"id":"https://openalex.org/keywords/chemical-transport-model","display_name":"Chemical transport model","score":0.5645540356636047},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.502183198928833},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.49625688791275024},{"id":"https://openalex.org/keywords/optical-depth","display_name":"Optical depth","score":0.436170756816864},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.3925408124923706},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21922028064727783},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17833304405212402},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.15230756998062134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07938092947006226}],"concepts":[{"id":"https://openalex.org/C79974267","wikidata":"https://www.wikidata.org/wiki/Q643546","display_name":"Haze","level":2,"score":0.8507561087608337},{"id":"https://openalex.org/C2779345167","wikidata":"https://www.wikidata.org/wiki/Q104541","display_name":"Aerosol","level":2,"score":0.8216307163238525},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6997082829475403},{"id":"https://openalex.org/C58874564","wikidata":"https://www.wikidata.org/wiki/Q130768","display_name":"Smoke","level":2,"score":0.6366800665855408},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5893219709396362},{"id":"https://openalex.org/C2777517185","wikidata":"https://www.wikidata.org/wiki/Q5090505","display_name":"Chemical transport model","level":3,"score":0.5645540356636047},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.502183198928833},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.49625688791275024},{"id":"https://openalex.org/C27896171","wikidata":"https://www.wikidata.org/wiki/Q890809","display_name":"Optical depth","level":3,"score":0.436170756816864},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.3925408124923706},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21922028064727783},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17833304405212402},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.15230756998062134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07938092947006226}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16071266","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071266","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1266/pdf?version=1712153365","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:2c52ac0ac3064a0d877526b914d01db0","is_oa":true,"landing_page_url":"https://doaj.org/article/2c52ac0ac3064a0d877526b914d01db0","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 7, p 1266 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16071266","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071266","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1266/pdf?version=1712153365","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/13","score":0.5299999713897705,"display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320987","display_name":"Curtin University of Technology","ror":"https://ror.org/02n415q13"},{"id":"https://openalex.org/F4320331131","display_name":"Australian Research Data Commons","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393853941.pdf"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1540104270","https://openalex.org/W1556711386","https://openalex.org/W1582350812","https://openalex.org/W1616087035","https://openalex.org/W1968862760","https://openalex.org/W1970047006","https://openalex.org/W1985479415","https://openalex.org/W1987247518","https://openalex.org/W1996505403","https://openalex.org/W2003747578","https://openalex.org/W2005763135","https://openalex.org/W2021765542","https://openalex.org/W2049366165","https://openalex.org/W2070408950","https://openalex.org/W2089433206","https://openalex.org/W2092548950","https://openalex.org/W2099310231","https://openalex.org/W2103977502","https://openalex.org/W2134144766","https://openalex.org/W2145318668","https://openalex.org/W2163789416","https://openalex.org/W2167672969","https://openalex.org/W2171210136","https://openalex.org/W2560541141","https://openalex.org/W2584923509","https://openalex.org/W2798095810","https://openalex.org/W2890236410","https://openalex.org/W2900933286","https://openalex.org/W2986877902","https://openalex.org/W3011192765","https://openalex.org/W3012279676","https://openalex.org/W3083561918","https://openalex.org/W3089090706","https://openalex.org/W3107088906","https://openalex.org/W3111302422","https://openalex.org/W3117176348","https://openalex.org/W3120122943","https://openalex.org/W3205439147","https://openalex.org/W3215343371","https://openalex.org/W4210830751","https://openalex.org/W4248431481","https://openalex.org/W4293237994","https://openalex.org/W6643004859","https://openalex.org/W6673596476","https://openalex.org/W6945231433"],"related_works":["https://openalex.org/W2397673276","https://openalex.org/W2318437963","https://openalex.org/W2348696601","https://openalex.org/W1976341249","https://openalex.org/W1969468624","https://openalex.org/W2212118466","https://openalex.org/W1578915872","https://openalex.org/W2046073395","https://openalex.org/W2153242329","https://openalex.org/W1981997527"],"abstract_inverted_index":{"Smoke":[0],"haze":[1,99,145],"events":[2,100],"have":[3],"increasingly":[4],"affected":[5],"Australia\u2019s":[6],"environmental":[7,148],"quality,":[8,14],"having":[9],"demonstrable":[10],"effects":[11],"on":[12,146],"air":[13],"climate,":[15],"and":[16,60,64,69,78,111,118,126,150,157],"public":[17],"health.":[18],"This":[19],"study":[20,106],"employs":[21],"a":[22,93],"hybrid":[23],"methodology,":[24],"merging":[25],"satellite-based":[26],"aerosol":[27,108,127],"optical":[28],"depth":[29],"(AOD)":[30],"data":[31,45,112,124],"with":[32],"Chemical":[33],"Transport":[34],"Model":[35],"(CTM)":[36],"simulations":[37],"to":[38,136],"comprehensively":[39],"characterize":[40],"these":[41],"events.":[42],"The":[43,130],"AOD":[44],"are":[46,71],"sourced":[47],"from":[48],"the":[49,61,89,105,115,141],"Japan":[50],"Aerospace":[51],"Exploration":[52],"Agency":[53],"(JAXA),":[54],"Copernicus":[55],"Atmosphere":[56],"Monitoring":[57],"Service":[58],"(CAMS),":[59],"Commonwealth":[62],"Scientific":[63],"Industrial":[65],"Research":[66],"Organization":[67],"(CSIRO),":[68],"they":[70],"statistically":[72],"evaluated":[73],"using":[74],"mean,":[75],"standard":[76],"deviation,":[77],"root":[79],"mean":[80],"square":[81],"error":[82],"(RMSE)":[83],"metrics.":[84],"Our":[85],"analysis":[86],"indicates":[87],"that":[88],"combined":[90],"dataset":[91,117],"provides":[92],"more":[94],"robust":[95],"representation":[96],"of":[97,132,140,143],"smoke":[98,144],"than":[101],"individual":[102],"datasets.":[103],"Additionally,":[104],"investigates":[107],"distribution":[109],"patterns":[110],"correlation":[113],"across":[114],"blended":[116],"discusses":[119],"possible":[120],"improvements":[121],"such":[122],"as":[123],"imputation":[125],"plume":[128],"scaling.":[129],"outcomes":[131],"this":[133],"investigation":[134],"contribute":[135],"enhancing":[137],"our":[138],"understanding":[139],"impacts":[142],"various":[147],"factors":[149],"can":[151],"assist":[152],"in":[153],"developing":[154],"targeted":[155],"mitigation":[156],"management":[158],"strategies.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}