{"id":"https://openalex.org/W4403864157","doi":"https://doi.org/10.1109/tgrs.2024.3487643","title":"MCSDNet: Mesoscale Convective System Detection Network via Multiscale Spatiotemporal Information","display_name":"MCSDNet: Mesoscale Convective System Detection Network via Multiscale Spatiotemporal Information","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403864157","doi":"https://doi.org/10.1109/tgrs.2024.3487643"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3487643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3487643","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-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/A5101679400","display_name":"Baoquan Zhang","orcid":"https://orcid.org/0000-0001-6178-6797"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoquan Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China","School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0001-6178-6797","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiajun Liang","orcid":"https://orcid.org/0009-0004-9308-7391"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Liang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China","School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0004-9308-7391","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114231388","display_name":"Rui Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107132","display_name":"Guizhou Aerospace Power Science & Tech (China)","ror":"https://ror.org/01py2n540","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210107132"]},{"id":"https://openalex.org/I4210145500","display_name":"Guizhou Electric Power Design and Research Institute","ror":"https://ror.org/055f13495","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145500"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Ye","raw_affiliation_strings":["Intelligent Operation Center, Guizhou Power Grid Company Ltd., Guizhou, China","Guizhou Power Grid Co., Ltd. Intelligent Operation Center, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Operation Center, Guizhou Power Grid Company Ltd., Guizhou, China","institution_ids":["https://openalex.org/I4210107132","https://openalex.org/I4210145500"]},{"raw_affiliation_string":"Guizhou Power Grid Co., Ltd. Intelligent Operation Center, China","institution_ids":["https://openalex.org/I4210145500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075046622","display_name":"Chuyao Luo","orcid":"https://orcid.org/0000-0003-4848-609X"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuyao Luo","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China","School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063318300","display_name":"Xutao Li","orcid":"https://orcid.org/0000-0003-1894-984X"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xutao Li","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China","School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0003-1894-984X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002523892","display_name":"Yunming Ye","orcid":"https://orcid.org/0000-0002-1807-8581"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunming Ye","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China","School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-1807-8581","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102657219","display_name":"Xukai Fu","orcid":"https://orcid.org/0009-0008-1152-5909"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xukai Fu","raw_affiliation_strings":["Beijing Jinkai New Energy Environmental Technology Company Ltd., Beijing, China","Beijing Jinkai New Energy Environmental Technology Co., Ltd, China"],"raw_orcid":"https://orcid.org/0009-0008-1152-5909","affiliations":[{"raw_affiliation_string":"Beijing Jinkai New Energy Environmental Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210103986"]},{"raw_affiliation_string":"Beijing Jinkai New Energy Environmental Technology Co., Ltd, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19853837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9314000010490417,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9275000095367432,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mesoscale-meteorology","display_name":"Mesoscale meteorology","score":0.835888147354126},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5884870886802673},{"id":"https://openalex.org/keywords/mesoscale-convective-system","display_name":"Mesoscale convective system","score":0.5637825727462769},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5467882752418518},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5427991151809692},{"id":"https://openalex.org/keywords/convection","display_name":"Convection","score":0.42820677161216736},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.31862717866897583},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.26963651180267334},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1012125313282013}],"concepts":[{"id":"https://openalex.org/C40382383","wikidata":"https://www.wikidata.org/wiki/Q2399824","display_name":"Mesoscale meteorology","level":2,"score":0.835888147354126},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5884870886802673},{"id":"https://openalex.org/C153981231","wikidata":"https://www.wikidata.org/wiki/Q660968","display_name":"Mesoscale convective system","level":3,"score":0.5637825727462769},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5467882752418518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5427991151809692},{"id":"https://openalex.org/C10899652","wikidata":"https://www.wikidata.org/wiki/Q160329","display_name":"Convection","level":2,"score":0.42820677161216736},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.31862717866897583},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.26963651180267334},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1012125313282013},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3487643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3487643","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G2252553767","display_name":null,"funder_award_id":"No. 62376072","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8528321581","display_name":null,"funder_award_id":"No. 62272130","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1995164910","https://openalex.org/W1996380787","https://openalex.org/W2015241713","https://openalex.org/W2028240797","https://openalex.org/W2064675550","https://openalex.org/W2072665882","https://openalex.org/W2078308830","https://openalex.org/W2100083044","https://openalex.org/W2177044466","https://openalex.org/W2274609130","https://openalex.org/W2522409121","https://openalex.org/W2548491386","https://openalex.org/W2726959401","https://openalex.org/W2752799024","https://openalex.org/W2770963917","https://openalex.org/W2785011106","https://openalex.org/W2787091153","https://openalex.org/W2900733456","https://openalex.org/W2903764853","https://openalex.org/W2913323966","https://openalex.org/W2913904793","https://openalex.org/W2919115771","https://openalex.org/W2927122915","https://openalex.org/W2942454403","https://openalex.org/W2946072066","https://openalex.org/W2954831322","https://openalex.org/W2963177663","https://openalex.org/W2963351448","https://openalex.org/W2965399951","https://openalex.org/W2983717970","https://openalex.org/W3007268491","https://openalex.org/W3013884049","https://openalex.org/W3034842560","https://openalex.org/W3094502228","https://openalex.org/W3110306138","https://openalex.org/W3126721948","https://openalex.org/W3138516171","https://openalex.org/W3194225218","https://openalex.org/W4205138939","https://openalex.org/W4214612132","https://openalex.org/W4220728554","https://openalex.org/W4312560592","https://openalex.org/W4313009682","https://openalex.org/W4379983820","https://openalex.org/W4380763457","https://openalex.org/W4383428058","https://openalex.org/W4385245566","https://openalex.org/W4385269048","https://openalex.org/W4386076121","https://openalex.org/W4388430281","https://openalex.org/W4390970466","https://openalex.org/W4392543906","https://openalex.org/W4394744750","https://openalex.org/W4394773589","https://openalex.org/W4394805080","https://openalex.org/W6628877408","https://openalex.org/W6739696289","https://openalex.org/W6745829810","https://openalex.org/W6750259706","https://openalex.org/W6846786981"],"related_works":["https://openalex.org/W2385158740","https://openalex.org/W2376324716","https://openalex.org/W2363067537","https://openalex.org/W4328021871","https://openalex.org/W2530279835","https://openalex.org/W2382419377","https://openalex.org/W3147253324","https://openalex.org/W327400388","https://openalex.org/W2361126059","https://openalex.org/W2046716484"],"abstract_inverted_index":{"The":[0],"accurate":[1],"detection":[2,38,75,101,193,217,244],"of":[3,59,230],"mesoscale":[4,72],"convective":[5,73],"systems":[6],"(MCSs)":[7],"is":[8,88,118,166,259],"crucial":[9],"for":[10,36,190,242,251],"meteorological":[11],"monitoring":[12],"due":[13],"to":[14,17,78,90,122,127,139,168,170],"their":[15],"potential":[16],"cause":[18],"significant":[19],"destruction":[20],"through":[21],"severe":[22],"weather":[23],"phenomena,":[24],"such":[25],"as":[26,114],"hail,":[27],"thunderstorms,":[28],"and":[29,50,87,102,175,205,234,246],"heavy":[30],"rainfall.":[31],"However,":[32],"the":[33,47,52,56,94,119,185,212,228,239],"existing":[34],"methods":[35],"MCS":[37,80,129,180,192,216,243],"mostly":[39],"targets":[40,98],"on":[41,99,195,203,215],"single-frame":[42],"detection,":[43],"which":[44,147],"just":[45],"considers":[46],"static":[48],"characteristics":[49],"ignores":[51],"temporal":[53],"evolution":[54],"in":[55,107,254],"life":[57],"cycle":[58],"MCS.":[60],"In":[61],"this":[62],"article,":[63],"we":[64,115,132,178],"propose":[65],"a":[66,84,134,162,248],"novel":[67],"encoder-decoder":[68],"neural":[69],"network":[70,76],"named":[71],"system":[74],"(MCSDNet)":[77],"detect":[79,128],"regions.":[81,130],"MCSDNet":[82,97,169,210],"has":[83],"simple":[85],"architecture":[86],"easy":[89],"expand.":[91],"Different":[92],"from":[93,143],"previous":[95],"models,":[96],"multiframes":[100,191],"leverages":[103],"multiscale":[104,124,135],"spatiotemporal":[105,125,136,155,158,164],"information":[106,126,137],"remote":[108,181],"sensing":[109,182],"imagery":[110],"(RSI).":[111],"As":[112],"far":[113],"know,":[116],"it":[117],"first":[120,186],"work":[121],"utilize":[123],"First,":[131],"design":[133],"module":[138],"extract":[140,152],"multilevel":[141],"semantic":[142],"different":[144],"encoder":[145],"levels,":[146],"makes":[148],"our":[149,208,231],"models":[150],"can":[151],"more":[153],"detail":[154],"features.":[156],"Second,":[157],"mix":[159],"unit":[160],"(STMU),":[161],"dual":[163],"attention,":[165],"introduced":[167],"capture":[171],"both":[172],"intraframe":[173],"features":[174],"interframe.":[176],"Finally,":[177],"present":[179],"image":[183],"(MCSRSI)":[184],"publicly":[187],"available":[188,260],"dataset":[189,233],"based":[194],"FY-4A":[196],"satellite.":[197],"We":[198,225],"also":[199],"conduct":[200],"several":[201],"experiments":[202],"MCSRSI":[204],"find":[206],"that":[207,227],"proposed":[209],"achieves":[211],"best":[213],"performance":[214],"task":[218,245],"when":[219],"comparing":[220],"with":[221],"other":[222],"baseline":[223],"methods.":[224],"hope":[226],"combination":[229],"open-access":[232],"promising":[235],"results":[236],"will":[237],"encourage":[238],"future":[240],"research":[241],"provide":[247],"robust":[249],"framework":[250],"related":[252],"tasks":[253],"atmospheric":[255],"science.":[256],"Our":[257],"code":[258],"at:":[261],"<uri":[262],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[263],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/250HandsomeLiang/MCSDNet.git</uri>":[264]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}