{"id":"https://openalex.org/W4386645033","doi":"https://doi.org/10.3390/axioms12090874","title":"Multi-Step Prediction of Typhoon Tracks Combining Reanalysis Image Fusion Using Laplacian Pyramid and Discrete Wavelet Transform with ConvLSTM","display_name":"Multi-Step Prediction of Typhoon Tracks Combining Reanalysis Image Fusion Using Laplacian Pyramid and Discrete Wavelet Transform with ConvLSTM","publication_year":2023,"publication_date":"2023-09-12","ids":{"openalex":"https://openalex.org/W4386645033","doi":"https://doi.org/10.3390/axioms12090874"},"language":"en","primary_location":{"id":"doi:10.3390/axioms12090874","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms12090874","pdf_url":"https://www.mdpi.com/2075-1680/12/9/874/pdf?version=1695700450","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"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":"Axioms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2075-1680/12/9/874/pdf?version=1695700450","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063274899","display_name":"Peng L\u00fc","orcid":null},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peng Lu","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai 201308, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai 201308, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046462755","display_name":"Mingyu Xu","orcid":"https://orcid.org/0000-0001-7138-6009"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyu Xu","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai 201308, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai 201308, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002666071","display_name":"Ming Chen","orcid":"https://orcid.org/0000-0002-4393-6250"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Chen","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai 201308, China"],"raw_orcid":"https://orcid.org/0000-0002-4393-6250","affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai 201308, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395219","display_name":"Zhenhua Wang","orcid":"https://orcid.org/0000-0002-6603-2019"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhua Wang","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai 201308, China"],"raw_orcid":"https://orcid.org/0000-0002-6603-2019","affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai 201308, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102967183","display_name":"Zongsheng Zheng","orcid":"https://orcid.org/0009-0000-7731-396X"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongsheng Zheng","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai 201308, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai 201308, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033930065","display_name":"Yixuan Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixuan Yin","raw_affiliation_strings":["College of Information Technology, Shanghai Ocean University, Shanghai 201308, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai 201308, China","institution_ids":["https://openalex.org/I44675526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063274899"],"corresponding_institution_ids":["https://openalex.org/I44675526"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.725,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67486347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"12","issue":"9","first_page":"874","last_page":"874"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9976000189781189,"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/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9976000189781189,"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/T11061","display_name":"Ocean Waves and Remote Sensing","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9742000102996826,"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/typhoon","display_name":"Typhoon","score":0.9314165711402893},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.6505598425865173},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6019324660301208},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.5730832815170288},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.5608077645301819},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5481328368186951},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5350618958473206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5277255773544312},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47964197397232056},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43737122416496277},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.41342535614967346},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3958943486213684},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33068710565567017},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.21190649271011353},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10332837700843811},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.09401175379753113}],"concepts":[{"id":"https://openalex.org/C181654704","wikidata":"https://www.wikidata.org/wiki/Q140588","display_name":"Typhoon","level":2,"score":0.9314165711402893},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.6505598425865173},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6019324660301208},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.5730832815170288},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.5608077645301819},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5481328368186951},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5350618958473206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5277255773544312},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47964197397232056},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43737122416496277},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.41342535614967346},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3958943486213684},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33068710565567017},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.21190649271011353},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10332837700843811},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.09401175379753113},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/axioms12090874","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms12090874","pdf_url":"https://www.mdpi.com/2075-1680/12/9/874/pdf?version=1695700450","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"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":"Axioms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1836bf18e127472093aa6beb1bfd13a2","is_oa":true,"landing_page_url":"https://doaj.org/article/1836bf18e127472093aa6beb1bfd13a2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Axioms, Vol 12, Iss 9, p 874 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/axioms12090874","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms12090874","pdf_url":"https://www.mdpi.com/2075-1680/12/9/874/pdf?version=1695700450","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"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":"Axioms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386645033.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W2531517235","https://openalex.org/W2564170135","https://openalex.org/W2883116498","https://openalex.org/W2884585870","https://openalex.org/W2901978237","https://openalex.org/W2918443575","https://openalex.org/W2937449040","https://openalex.org/W2942170965","https://openalex.org/W2969289315","https://openalex.org/W2996190560","https://openalex.org/W3011633763","https://openalex.org/W3014391772","https://openalex.org/W3019109475","https://openalex.org/W3025949386","https://openalex.org/W3033421405","https://openalex.org/W3036284123","https://openalex.org/W3042112328","https://openalex.org/W3126771741","https://openalex.org/W3134967300","https://openalex.org/W3136213226","https://openalex.org/W3139885963","https://openalex.org/W3161081823","https://openalex.org/W3161496440","https://openalex.org/W3176490725","https://openalex.org/W3185501822","https://openalex.org/W3206344422","https://openalex.org/W4281261026","https://openalex.org/W6798535582"],"related_works":["https://openalex.org/W2322294131","https://openalex.org/W4377023816","https://openalex.org/W2044728225","https://openalex.org/W2381913349","https://openalex.org/W3125308484","https://openalex.org/W2368202014","https://openalex.org/W3205445068","https://openalex.org/W3161591591","https://openalex.org/W3134004915","https://openalex.org/W2053928191"],"abstract_inverted_index":{"Typhoons":[0],"often":[1],"cause":[2],"huge":[3],"losses,":[4],"so":[5,110],"it":[6],"is":[7,30,81],"significant":[8],"to":[9,36,55,74,84,120,152],"accurately":[10],"predict":[11,16],"typhoon":[12,17,161],"tracks.":[13],"Nowadays,":[14],"researchers":[15],"tracks":[18,162],"with":[19,173,205],"the":[20,24,37,48,60,76,85,88,96,123,126,132,138,141,154,206,210,218,221],"single":[21],"step,":[22],"while":[23],"correlation":[25,127],"of":[26,40,125,137,147,156,209,220],"adjacent":[27],"moments":[28,108],"data":[29,130],"small":[31],"in":[32,47,87,163,213],"long-term":[33],"prediction,":[34],"due":[35],"large":[38],"step":[39],"time.":[41],"Moreover,":[42,112],"recursive":[43,174],"multi-step":[44,175],"prediction":[45],"results":[46,208],"accumulated":[49,77],"error.":[50,78],"Therefore,":[51],"this":[52,214],"paper":[53,159],"proposes":[54],"fuse":[56],"reanalysis":[57,104,113,129],"images":[58,66,102,105,114],"at":[59,91,106],"similarly":[61],"historical":[62,94,107],"moment":[63,80],"and":[64,70,93,103,109,118,131,135,144,170,186,200],"predicted":[65,92,101,160,207],"through":[67],"Laplacian":[68],"Pyramid":[69],"Discrete":[71],"Wavelet":[72],"Transform":[73],"reduce":[75],"That":[79],"determined":[82],"according":[83],"difference":[86],"moving":[89,133],"angle":[90,134],"moments,":[95],"color":[97],"histogram":[98],"similarity":[99],"between":[100,128],"on.":[111],"are":[115,150],"weighted":[116,145],"cascaded":[117],"input":[119],"ConvLSTM":[121,212],"on":[122],"basis":[124],"distance":[136],"typhoon.":[139],"And,":[140],"Spatial":[142],"Attention":[143],"calculation":[146],"memory":[148],"cells":[149],"added":[151],"improve":[153],"performance":[155],"ConvLSTM.":[157],"This":[158],"12":[164],"h,":[165,167],"18":[166],"24":[168],"h":[169,172],"48":[171],"prediction.":[176],"Their":[177],"MAEs":[178],"were":[179,191],"102.14":[180],"km,":[181,183,188,195,197,202],"168.17":[182],"243.73":[184],"km":[185,199],"574.62":[187],"respectively,":[189,203],"which":[190,216],"reduced":[192],"by":[193],"1.65":[194],"5.93":[196],"4.6":[198],"13.09":[201],"compared":[204],"improved":[211],"paper,":[215],"proved":[217],"validity":[219],"model.":[222]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
