{"id":"https://openalex.org/W4360995332","doi":"https://doi.org/10.1109/jstars.2023.3261326","title":"A Priori Land Surface Reflectance Synergized With Multiscale Features Convolution Neural Network for MODIS Imagery Cloud Detection","display_name":"A Priori Land Surface Reflectance Synergized With Multiscale Features Convolution Neural Network for MODIS Imagery Cloud Detection","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4360995332","doi":"https://doi.org/10.1109/jstars.2023.3261326"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2023.3261326","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3261326","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10081341.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10081341.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034543440","display_name":"Nan Ma","orcid":"https://orcid.org/0000-0001-5232-9594"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nan Ma","raw_affiliation_strings":["School of Geoscience, China University of Petroleum, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"School of Geoscience, China University of Petroleum, Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018668652","display_name":"Lin Sun","orcid":"https://orcid.org/0000-0001-9607-9232"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Sun","raw_affiliation_strings":["College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023919188","display_name":"Chenghu Zhou","orcid":"https://orcid.org/0000-0003-3331-2302"},"institutions":[{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenghu Zhou","raw_affiliation_strings":["State Key Laboratory of Resources and Environmental Information Systems, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information Systems, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046104548","display_name":"Yawen He","orcid":"https://orcid.org/0000-0002-6606-1610"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yawen He","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum, Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067184396","display_name":"Chuanxiang Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanxiang Dong","raw_affiliation_strings":["College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101578655","display_name":"Yu Qu","orcid":"https://orcid.org/0000-0002-1400-6740"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Qu","raw_affiliation_strings":["College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101135932","display_name":"Huiyong Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiyong Yu","raw_affiliation_strings":["College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5034543440"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.2891,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.7698299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"16","issue":null,"first_page":"3294","last_page":"3308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":0.9995999932289124,"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":0.9995999932289124,"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9991000294685364,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9990000128746033,"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/remote-sensing","display_name":"Remote sensing","score":0.7625734210014343},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6293462514877319},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6017521619796753},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5534003973007202},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4847871661186218},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4689333736896515},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4324072003364563},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4141131043434143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3494674861431122},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18412062525749207}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7625734210014343},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6293462514877319},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6017521619796753},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5534003973007202},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4847871661186218},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4689333736896515},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4324072003364563},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4141131043434143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3494674861431122},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18412062525749207},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2023.3261326","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3261326","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10081341.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:972696e0e7b6468d997012097b66959a","is_oa":true,"landing_page_url":"https://doaj.org/article/972696e0e7b6468d997012097b66959a","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 3294-3308 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2023.3261326","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3261326","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10081341.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.8600000143051147,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G3790226339","display_name":null,"funder_award_id":"ZR2020MD051","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4699732794","display_name":null,"funder_award_id":"42271412","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5233851179","display_name":null,"funder_award_id":"41976184","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4360995332.pdf","grobid_xml":"https://content.openalex.org/works/W4360995332.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W625827677","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1963732981","https://openalex.org/W1976978666","https://openalex.org/W1988380357","https://openalex.org/W2013689051","https://openalex.org/W2019812041","https://openalex.org/W2028240797","https://openalex.org/W2031961239","https://openalex.org/W2055138256","https://openalex.org/W2103977502","https://openalex.org/W2133326900","https://openalex.org/W2463021868","https://openalex.org/W2514511683","https://openalex.org/W2548491386","https://openalex.org/W2573741840","https://openalex.org/W2605495192","https://openalex.org/W2752782242","https://openalex.org/W2802828972","https://openalex.org/W2896823820","https://openalex.org/W2910101086","https://openalex.org/W2914757358","https://openalex.org/W2945778316","https://openalex.org/W2946072066","https://openalex.org/W2950314938","https://openalex.org/W2962761291","https://openalex.org/W2995934920","https://openalex.org/W2996137214","https://openalex.org/W2998219166","https://openalex.org/W3008439211","https://openalex.org/W3044075475","https://openalex.org/W3044128442","https://openalex.org/W3045308005","https://openalex.org/W3130494073","https://openalex.org/W3146742937","https://openalex.org/W3175862603","https://openalex.org/W3194482819","https://openalex.org/W3196815773","https://openalex.org/W3204027823","https://openalex.org/W3207467393","https://openalex.org/W4200068521","https://openalex.org/W4224028831","https://openalex.org/W4289752563"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4389340727","https://openalex.org/W4205786897","https://openalex.org/W4289655544","https://openalex.org/W2044092692","https://openalex.org/W2547665164","https://openalex.org/W3103111272"],"abstract_inverted_index":{"Moderate":[0],"Resolution":[1],"Imaging":[2],"Spectrometer":[3],"(MODIS)":[4],"images":[5,132,187],"are":[6],"widely":[7],"used":[8],"in":[9,238],"land,":[10],"ocean,":[11],"and":[12,24,37,47,64,81,97,113,152,155,164,172,182,211,230,245],"atmospheric":[13],"monitoring,":[14],"due":[15],"to":[16,33,43,59,88,115,168,204],"their":[17],"wide":[18],"spectral":[19],"coverage,":[20],"high":[21],"temporal":[22],"resolution,":[23],"convenient":[25],"data":[26],"acquisition.":[27],"Accurate":[28],"cloud":[29,55,72,91,120,176,179,235,243],"detection":[30,56,73,180,200,236],"is":[31],"critical":[32],"the":[34,48,223],"fine":[35],"processing":[36],"application":[38],"of":[39,50,62,133,206,213],"MODIS":[40,54,110,131,186],"images.":[41],"Owing":[42],"spatial":[44,148,156,162],"resolution":[45],"limitations":[46],"influence":[49],"mixed":[51],"pixels,":[52],"most":[53],"algorithms":[57],"struggle":[58],"effectively":[60],"recognize":[61],"clouds":[63,96,98],"ground":[65],"objects.":[66],"Here,":[67],"we":[68],"propose":[69],"a":[70,82,153,174],"novel":[71],"method":[74,219],"based":[75,136],"on":[76,137,192],"land":[77],"surface":[78,104,127,195,247],"reflectance":[79,105,128],"(LSR)":[80],"multiscale":[83,141,170],"feature":[84,142],"convolutional":[85],"neural":[86],"network":[87,143],"achieve":[89],"high-precision":[90,175],"detection,":[92],"particularly":[93],"for":[94,119],"thin":[95,242],"over":[99],"bright":[100,246],"surface.":[101],"A":[102],"monthly":[103],"dataset":[106],"was":[107],"constructed":[108],"by":[109],"products":[111],"(MOD09A1)":[112],"employed":[114],"provide":[116],"background":[117],"information":[118,167],"detection.":[121],"Difference-based":[122],"samples":[123],"were":[124,197,202],"obtained":[125],"using":[126,145],"as":[129],"well":[130],"different":[134,190],"phases":[135],"difference":[138],"operations.":[139],"The":[140,217],"(MFCD-Net)":[144],"an":[146],"atrous":[147],"pyramid":[149],"pooling":[150],"(ASPP)":[151],"channel":[154],"attention":[157],"module":[158],"(CSAM)":[159],"integrated":[160],"low-level":[161],"features":[163,171],"high-level":[165],"semantic":[166],"capture":[169],"generate":[173],"mask.":[177],"For":[178],"experiments":[181],"quantitative":[183],"analysis,":[184],"61":[185],"acquired":[188],"at":[189],"times":[191],"various":[193,239],"underlying":[194],"types":[196],"used.":[198],"Cloud":[199],"results":[201],"compared":[203],"those":[205],"UNet,":[207],"Deeplabv3+,":[208],"UNet++,":[209],"PSPNet,":[210],"top":[212],"atmosphere-based":[214],"(MFCD-TOA)":[215],"methods.":[216],"proposed":[218],"performed":[220],"well,":[221],"with":[222],"highest":[224],"overall":[225],"accuracy":[226,237],"(96.55%),":[227],"precision":[228],"(92.13%),":[229],"recall":[231],"(88.90%).":[232],"It":[233],"improved":[234],"scenarios,":[240],"reducing":[241],"omission":[244],"misidentification.":[248]},"counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}