{"id":"https://openalex.org/W4399728279","doi":"https://doi.org/10.1109/tgrs.2024.3415057","title":"An Animal Migration Forecast Model With Weather Radar and Meteorological Data","display_name":"An Animal Migration Forecast Model With Weather Radar and Meteorological Data","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399728279","doi":"https://doi.org/10.1109/tgrs.2024.3415057"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3415057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3415057","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/A5024045689","display_name":"Cheng Hu","orcid":"https://orcid.org/0000-0001-7582-5291"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Hu","raw_affiliation_strings":["Radar Technology Research Institute and the School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radar Technology Research Institute and the School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009543392","display_name":"X. Liu","orcid":"https://orcid.org/0009-0003-1820-4829"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Liu","raw_affiliation_strings":["Radar Technology Research Institute and the School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-1820-4829","affiliations":[{"raw_affiliation_string":"Radar Technology Research Institute and the School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041121047","display_name":"Kai Cui","orcid":"https://orcid.org/0000-0002-7208-9046"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Cui","raw_affiliation_strings":["Radar Technology Research Institute and the School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7208-9046","affiliations":[{"raw_affiliation_string":"Radar Technology Research Institute and the School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088144574","display_name":"Huafeng Mao","orcid":"https://orcid.org/0000-0002-0190-8534"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huafeng Mao","raw_affiliation_strings":["Radar Technology Research Institute and the School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0190-8534","affiliations":[{"raw_affiliation_string":"Radar Technology Research Institute and the School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114377888","display_name":"Rui Wang","orcid":"https://orcid.org/0000-0002-3510-7356"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Wang","raw_affiliation_strings":["Radar Technology Research Institute and the School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3510-7356","affiliations":[{"raw_affiliation_string":"Radar Technology Research Institute and the School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058561164","display_name":"Dongli Wu","orcid":"https://orcid.org/0000-0001-8034-269X"},"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":"Dongli Wu","raw_affiliation_strings":["Meteorological Observation Center of China Meteorological Administration, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meteorological Observation Center of China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.8585,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96930921,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.8294000029563904,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.8294000029563904,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.7950000166893005,"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/T12486","display_name":"Food Supply Chain Traceability","score":0.7366999983787537,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/weather-radar","display_name":"Weather radar","score":0.6546533107757568},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.6304218769073486},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5990749597549438},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5790398716926575},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5714265704154968},{"id":"https://openalex.org/keywords/3d-radar","display_name":"3D radar","score":0.49157199263572693},{"id":"https://openalex.org/keywords/weather-research-and-forecasting-model","display_name":"Weather Research and Forecasting Model","score":0.4803534746170044},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric model","score":0.42355048656463623},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.41168659925460815},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.37383854389190674},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3408311605453491},{"id":"https://openalex.org/keywords/radar-engineering-details","display_name":"Radar engineering details","score":0.26097190380096436},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2457895278930664},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10170873999595642},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0978107750415802}],"concepts":[{"id":"https://openalex.org/C92237259","wikidata":"https://www.wikidata.org/wiki/Q863343","display_name":"Weather radar","level":3,"score":0.6546533107757568},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.6304218769073486},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5990749597549438},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5790398716926575},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5714265704154968},{"id":"https://openalex.org/C81076408","wikidata":"https://www.wikidata.org/wiki/Q229387","display_name":"3D radar","level":5,"score":0.49157199263572693},{"id":"https://openalex.org/C133204551","wikidata":"https://www.wikidata.org/wiki/Q838305","display_name":"Weather Research and Forecasting Model","level":2,"score":0.4803534746170044},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.42355048656463623},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.41168659925460815},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.37383854389190674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3408311605453491},{"id":"https://openalex.org/C134406370","wikidata":"https://www.wikidata.org/wiki/Q832005","display_name":"Radar engineering details","level":4,"score":0.26097190380096436},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2457895278930664},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10170873999595642},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0978107750415802}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3415057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3415057","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":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G3165605806","display_name":null,"funder_award_id":"62301048","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G409486595","display_name":null,"funder_award_id":"ZR2023QF035","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4807726506","display_name":null,"funder_award_id":"62225104","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":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W636528904","https://openalex.org/W1574403392","https://openalex.org/W1662382123","https://openalex.org/W1964357740","https://openalex.org/W1964468873","https://openalex.org/W1971464067","https://openalex.org/W1975846642","https://openalex.org/W2002827932","https://openalex.org/W2018280557","https://openalex.org/W2030947458","https://openalex.org/W2064675550","https://openalex.org/W2067916732","https://openalex.org/W2074984119","https://openalex.org/W2075420602","https://openalex.org/W2097856811","https://openalex.org/W2101125757","https://openalex.org/W2104988480","https://openalex.org/W2107878631","https://openalex.org/W2153535040","https://openalex.org/W2155368653","https://openalex.org/W2173095104","https://openalex.org/W2259756286","https://openalex.org/W2272473773","https://openalex.org/W2295598076","https://openalex.org/W2318574752","https://openalex.org/W2318685399","https://openalex.org/W2392708022","https://openalex.org/W2464785945","https://openalex.org/W2527785927","https://openalex.org/W2572939427","https://openalex.org/W2574978968","https://openalex.org/W2732945121","https://openalex.org/W2756203131","https://openalex.org/W2791547799","https://openalex.org/W2796458509","https://openalex.org/W2802019648","https://openalex.org/W2891876682","https://openalex.org/W2896497962","https://openalex.org/W2898962279","https://openalex.org/W2964199361","https://openalex.org/W2980050551","https://openalex.org/W2995795430","https://openalex.org/W3012299909","https://openalex.org/W3025949386","https://openalex.org/W3103720336","https://openalex.org/W3133660305","https://openalex.org/W3194110298","https://openalex.org/W3194410612","https://openalex.org/W4200027478","https://openalex.org/W4239933792","https://openalex.org/W4292483811","https://openalex.org/W4307367090","https://openalex.org/W4319069124","https://openalex.org/W4383218913","https://openalex.org/W4385245566","https://openalex.org/W4399337636","https://openalex.org/W6637178625","https://openalex.org/W6719736774","https://openalex.org/W6720006811","https://openalex.org/W6726873649","https://openalex.org/W6739901393","https://openalex.org/W6922480057"],"related_works":["https://openalex.org/W4200592460","https://openalex.org/W3000430431","https://openalex.org/W2569758175","https://openalex.org/W1978360812","https://openalex.org/W1523332693","https://openalex.org/W110747622","https://openalex.org/W2736243007","https://openalex.org/W4322208703","https://openalex.org/W1971623413","https://openalex.org/W2792000445"],"abstract_inverted_index":{"Predicting":[0],"aerial":[1,72],"animal":[2,19],"migration":[3,20,59,73,92,129,156],"is":[4,21,191],"of":[5,18,90,97,116,162,183,202,207],"great":[6],"significance":[7],"for":[8,180,226],"biological":[9],"research,":[10],"ecological":[11,66],"conservation,":[12],"and":[13,26,42,171,218,229,241],"agricultural":[14],"production.":[15],"The":[16,113,131],"mechanism":[17],"deeply":[22],"coupled":[23],"with":[24,82,144,193],"spatiotemporal":[25,40],"meteorological":[27,44,80,108,133,236],"factors.":[28,45],"However,":[29],"the":[30,39,43,88,91,95,111,117,145,150,160,205,219,223,227,252],"existing":[31,195],"large-scale":[32],"prediction":[33,49,74,196],"models":[34],"using":[35],"weather":[36,83,166],"radar":[37,84,167,242],"isolate":[38],"characteristics":[41,115],"Additionally,":[46],"their":[47],"long-term":[48,58,216],"capabilities":[50],"are":[51,104,123,135],"limited,":[52],"posing":[53],"challenges":[54],"in":[55,110,120,204,215],"accurately":[56,174],"forecasting":[57,175],"patterns":[60],"to":[61,94,106,125,140,185,250],"support":[62],"applications,":[63,234],"such":[64],"as":[65],"warnings.":[67],"This":[68],"article":[69],"introduces":[70],"an":[71],"neural":[75],"network":[76,168],"model":[77,152,164,190],"combining":[78],"multiple":[79],"factors":[81,109,237],"data":[85,134,170,243],"while":[86],"expanding":[87],"horizon":[89,182],"forecast":[93,151],"scale":[96],"7":[98,186],"days.":[99,187],"Differentiated":[100],"feature":[101,142],"extraction":[102],"methods":[103],"applied":[105],"different":[107],"network.":[112],"transfer":[114],"wind":[118],"field":[119],"2-D":[121],"space":[122],"used":[124],"construct":[126],"a":[127,181,199],"dynamic":[128,146],"model.":[130],"scalar":[132],"encoded":[136],"by":[137],"entity":[138],"embedding":[139],"perform":[141],"fusion":[143],"branch,":[147],"collectively":[148],"forming":[149],"that":[153],"outputs":[154],"future":[155,233],"intensity.":[157],"We":[158],"validate":[159],"effectiveness":[161,225],"our":[163,189],"China":[165,179],"real":[169],"reanalysis":[172],"data,":[173],"migratory":[176],"biomass":[177],"within":[178],"up":[184],"Moreover,":[188],"compared":[192],"two":[194],"models,":[197],"demonstrating":[198],"maximum":[200],"improvement":[201],"14.00%":[203],"coefficient":[206],"determination":[208],"(<inline-formula":[209],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[210],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[211],"<tex-math":[212],"notation=\"LaTeX\">$R^{2}$":[213],"</tex-math></inline-formula>)":[214],"forecast,":[217],"visualized":[220],"results":[221],"highlight":[222],"predictive":[224],"spring":[228],"autumn":[230],"seasons.":[231],"In":[232],"more":[235,245],"should":[238,247],"be":[239,248],"considered":[240],"from":[244],"stations":[246],"collected":[249],"enhance":[251],"dataset.":[253]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}