{"id":"https://openalex.org/W4366310767","doi":"https://doi.org/10.1109/tgrs.2023.3268187","title":"STUNNER: Radar Echo Extrapolation Model Based on Spatiotemporal Fusion Neural Network","display_name":"STUNNER: Radar Echo Extrapolation Model Based on Spatiotemporal Fusion Neural Network","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4366310767","doi":"https://doi.org/10.1109/tgrs.2023.3268187"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2023.3268187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3268187","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/A5086567612","display_name":"Wei Fang","orcid":"https://orcid.org/0000-0002-5561-7249"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]},{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Fang","raw_affiliation_strings":["School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, China","Key Laboratory of Transportation Meteorology of China Meteorological Administration, Nanjing Joint Institute for Atmospheric Sciences, Nanjing, China","Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CICAEET), Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Key Laboratory of Transportation Meteorology of China Meteorological Administration, Nanjing Joint Institute for Atmospheric Sciences, Nanjing, China","institution_ids":["https://openalex.org/I141301092"]},{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CICAEET), Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081757519","display_name":"Lin Pang","orcid":"https://orcid.org/0000-0001-9823-5868"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]},{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Pang","raw_affiliation_strings":["School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, China","Meteorological Cadre Training Institute, China Meteorological Administration, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Software, Engineering Research Center of Digital Forensics, Ministry of Education, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Meteorological Cadre Training Institute, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051706630","display_name":"Victor S. Sheng","orcid":"https://orcid.org/0000-0003-4960-174X"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor S. Sheng","raw_affiliation_strings":["Department of Computer Science, Texas Tech University, Lubbock, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Texas Tech University, Lubbock, TX, USA","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101812025","display_name":"Qiguang Wang","orcid":"https://orcid.org/0000-0003-3730-6196"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiguang Wang","raw_affiliation_strings":["Meteorological Cadre Training Institute, China Meteorological Administration, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Meteorological Cadre Training Institute, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086567612"],"corresponding_institution_ids":["https://openalex.org/I141301092","https://openalex.org/I200845125"],"apc_list":null,"apc_paid":null,"fwci":2.4118,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88334874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"61","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.995199978351593,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.995199978351593,"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.994700014591217,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9905999898910522,"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/radar","display_name":"Radar","score":0.733206570148468},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.714372992515564},{"id":"https://openalex.org/keywords/extrapolation","display_name":"Extrapolation","score":0.6237594485282898},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.56308913230896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5616074204444885},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.45286011695861816},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.45055532455444336},{"id":"https://openalex.org/keywords/echo","display_name":"Echo (communications protocol)","score":0.43394142389297485},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.33017459511756897},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32446467876434326},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1909729242324829},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12680989503860474},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10917237401008606}],"concepts":[{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.733206570148468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.714372992515564},{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.6237594485282898},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.56308913230896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5616074204444885},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.45286011695861816},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.45055532455444336},{"id":"https://openalex.org/C2779426996","wikidata":"https://www.wikidata.org/wiki/Q18389128","display_name":"Echo (communications protocol)","level":2,"score":0.43394142389297485},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.33017459511756897},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32446467876434326},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1909729242324829},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12680989503860474},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10917237401008606},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2023.3268187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3268187","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":[],"awards":[{"id":"https://openalex.org/G5902239003","display_name":null,"funder_award_id":"42075007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6358568893","display_name":null,"funder_award_id":"41975100","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W603908379","https://openalex.org/W1485009520","https://openalex.org/W1603223552","https://openalex.org/W1982479097","https://openalex.org/W1983364832","https://openalex.org/W2048046425","https://openalex.org/W2116435618","https://openalex.org/W2156303437","https://openalex.org/W2175030374","https://openalex.org/W2507009361","https://openalex.org/W2601564443","https://openalex.org/W2625614184","https://openalex.org/W2768975186","https://openalex.org/W2798472916","https://openalex.org/W2890108942","https://openalex.org/W2953133772","https://openalex.org/W2963092440","https://openalex.org/W2963645879","https://openalex.org/W2965679379","https://openalex.org/W2967033144","https://openalex.org/W2996936831","https://openalex.org/W3009216045","https://openalex.org/W3013229294","https://openalex.org/W3015712396","https://openalex.org/W3035154689","https://openalex.org/W3126335003","https://openalex.org/W3166512471","https://openalex.org/W3184447318","https://openalex.org/W3200655876","https://openalex.org/W3202525453","https://openalex.org/W3207858308","https://openalex.org/W6618372016","https://openalex.org/W6628877408","https://openalex.org/W6645810757","https://openalex.org/W6677326919","https://openalex.org/W6682864246","https://openalex.org/W6685316221","https://openalex.org/W6724944384","https://openalex.org/W6739112683","https://openalex.org/W6745829810"],"related_works":["https://openalex.org/W1968270095","https://openalex.org/W2220129715","https://openalex.org/W4296478327","https://openalex.org/W2042397106","https://openalex.org/W4361730764","https://openalex.org/W1965029248","https://openalex.org/W2333625343","https://openalex.org/W1960072520","https://openalex.org/W2023776155","https://openalex.org/W2387596242"],"abstract_inverted_index":{"Radar":[0,15],"echo":[1,16,142],"extrapolation":[2,143],"based":[3],"on":[4,135],"deep":[5],"learning":[6],"is":[7],"an":[8],"important":[9],"method":[10,69],"for":[11],"conducting":[12],"precipitation":[13],"nowcasting.":[14],"sequence":[17,98],"data":[18],"have":[19],"spatio-temporal":[20,41,51,73,84,105,114],"correlations":[21],"and":[22,56,59,82],"non-rigid":[23],"movements":[24],"of":[25,33,95],"the":[26,31,75,92,96,101,109,121,125,140,147],"radar":[27,34,97,126,141],"echo.":[28],"According":[29],"to":[30,54,70,99,119],"characteristics":[32],"data,":[35],"this":[36],"study":[37],"proposes":[38],"a":[39,49,65,78,83,113],"new":[40],"fusion":[42,52,76],"neural":[43],"network":[44,81,90,107],"called":[45],"STUNNER.":[46],"STUNNER":[47,130,145],"implements":[48],"two-stream":[50],"strategy":[53],"extract":[55,120],"fuse":[57],"spatial":[58],"temporal":[60,79,88],"signals.":[61],"Specifically,":[62],"it":[63],"uses":[64],"novel":[66],"cross-network":[67],"embedding":[68],"achieve":[71],"efficient":[72],"fusion;":[74],"integrates":[77],"differencing":[80,89],"trajectory":[85,106],"network.":[86],"The":[87,104],"models":[91,134],"high-order":[93],"non-stationarity":[94],"learn":[100],"motion":[102],"trend.":[103],"optimizes":[108],"convolution":[110],"operator":[111],"in":[112],"long":[115],"short-term":[116],"memory":[117],"model":[118],"transient":[122],"variations":[123],"from":[124],"images.":[127],"We":[128],"compare":[129],"with":[131],"other":[132],"five":[133],"two":[136],"public":[137],"datasets.":[138],"On":[139],"task,":[144],"achieves":[146],"best":[148],"performance.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}