{"id":"https://openalex.org/W4389879535","doi":"https://doi.org/10.1109/lgrs.2023.3344144","title":"CSACL: A Channel Spatial Attention Convolutional LSTM Model for Short-Term Sea Surface Temperature Prediction","display_name":"CSACL: A Channel Spatial Attention Convolutional LSTM Model for Short-Term Sea Surface Temperature Prediction","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4389879535","doi":"https://doi.org/10.1109/lgrs.2023.3344144"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2023.3344144","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2023.3344144","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5006267715","display_name":"Zongwei Zhang","orcid":null},"institutions":[{"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":"Zongwei Zhang","raw_affiliation_strings":["School of Electronic Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0009-0006-2921-0097","affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072183909","display_name":"Aidi Tan","orcid":"https://orcid.org/0000-0002-4793-9846"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aidi Tan","raw_affiliation_strings":["Department of Scientific Research, China Institute of Marine Technology and Economy, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4793-9846","affiliations":[{"raw_affiliation_string":"Department of Scientific Research, China Institute of Marine Technology and Economy, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101811922","display_name":"Lianlei Lin","orcid":"https://orcid.org/0000-0001-6829-5747"},"institutions":[{"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":"Lianlei Lin","raw_affiliation_strings":["School of Electronic Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0001-6829-5747","affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010706286","display_name":"Junkai Wang","orcid":"https://orcid.org/0000-0001-6916-989X"},"institutions":[{"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":"Junkai Wang","raw_affiliation_strings":["School of Electronic Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0001-6916-989X","affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101707898","display_name":"Sheng Gao","orcid":"https://orcid.org/0000-0002-3726-3416"},"institutions":[{"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":"Sheng Gao","raw_affiliation_strings":["School of Electronic Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049413689","display_name":"Hanqing Zhao","orcid":"https://orcid.org/0000-0002-5827-8692"},"institutions":[{"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":"Hanqing Zhao","raw_affiliation_strings":["School of Electronic Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-5827-8692","affiliations":[{"raw_affiliation_string":"School of Electronic Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3656,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80287061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9904999732971191,"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"}},"topics":[{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9904999732971191,"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/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.9686999917030334,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9678000211715698,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.7131290435791016},{"id":"https://openalex.org/keywords/sea-surface-temperature","display_name":"Sea surface temperature","score":0.7085025906562805},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5980533957481384},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4839754104614258},{"id":"https://openalex.org/keywords/long-term-prediction","display_name":"Long-term prediction","score":0.4102797210216522},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.38850679993629456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3245445489883423},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.2935965061187744},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16891860961914062},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1377725899219513},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08294782042503357}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7131290435791016},{"id":"https://openalex.org/C134097258","wikidata":"https://www.wikidata.org/wiki/Q1507383","display_name":"Sea surface temperature","level":2,"score":0.7085025906562805},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5980533957481384},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4839754104614258},{"id":"https://openalex.org/C2776537626","wikidata":"https://www.wikidata.org/wiki/Q4047883","display_name":"Long-term prediction","level":2,"score":0.4102797210216522},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38850679993629456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3245445489883423},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.2935965061187744},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16891860961914062},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1377725899219513},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08294782042503357},{"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/lgrs.2023.3344144","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2023.3344144","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2039258526","https://openalex.org/W2080534936","https://openalex.org/W2168650778","https://openalex.org/W2619995677","https://openalex.org/W2887504977","https://openalex.org/W2964858211","https://openalex.org/W2996936831","https://openalex.org/W3160694286","https://openalex.org/W3214062507","https://openalex.org/W4309325582","https://openalex.org/W4319157933","https://openalex.org/W6628877408","https://openalex.org/W6640212811","https://openalex.org/W6790307280"],"related_works":["https://openalex.org/W2990600680","https://openalex.org/W623200377","https://openalex.org/W2125784081","https://openalex.org/W1485535213","https://openalex.org/W4312663240","https://openalex.org/W2575223333","https://openalex.org/W2990285450","https://openalex.org/W757796128","https://openalex.org/W4386085894","https://openalex.org/W2520670548"],"abstract_inverted_index":{"Accurate":[0],"prediction":[1,35,130],"of":[2,24,58,83,106],"sea":[3],"surface":[4],"temperature":[5],"(SST)":[6],"is":[7],"practically":[8],"important":[9],"to":[10,15,52,65,122],"ocean-related":[11],"fields.":[12],"However,":[13],"due":[14],"the":[16,55,77,90,99,103,124,141],"nonlinear":[17],"temporal":[18,104],"characteristics":[19],"and":[20,70,140],"complex":[21],"spatial":[22,46,63,68,84],"correlation":[23],"SST,":[25],"fully":[26],"extracting":[27],"its":[28,144],"spatiotemporal":[29,56],"features":[30,85],"for":[31,74,128],"dependable":[32],"short-term":[33,93,107,152],"SST":[34,59,87,108,153],"remains":[36],"challenging.":[37],"In":[38],"this":[39],"work,":[40],"we":[41,112],"presented":[42],"a":[43,114],"multilayer":[44,91],"channel":[45,72],"attention":[47,64,73],"convolutional":[48],"LSTM":[49],"(CSACL)":[50],"network":[51,100],"better":[53],"capture":[54,102],"information":[57,69],"recordings.":[60],"Using":[61],"multiscale":[62],"obtain":[66],"global\u2013local":[67],"dynamic":[71],"interchannel":[75],"interaction,":[76],"CSA":[78],"module":[79],"achieves":[80],"comprehensive":[81],"extraction":[82],"in":[86,151],"data.":[88],"Moreover,":[89],"long":[92],"memory":[94],"(LSTM)":[95],"structure":[96],"ensures":[97],"that":[98],"can":[101],"dependency":[105],"very":[109],"well.":[110],"Finally,":[111],"proposed":[113],"novel":[115],"two-stage":[116],"adaptive":[117],"loss":[118],"function":[119],"training":[120],"method":[121],"solve":[123],"accuracy":[125],"degradation":[126],"problem":[127],"longer":[129],"cycles.":[131],"We":[132],"have":[133],"evaluated":[134],"CSACL":[135],"on":[136],"three":[137],"public":[138],"datasets,":[139],"results":[142],"demonstrate":[143],"superior":[145],"performance":[146],"over":[147],"other":[148],"classical":[149],"methods":[150],"prediction.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
