{"id":"https://openalex.org/W4412042154","doi":"https://doi.org/10.1007/978-3-031-97632-2_8","title":"Understanding the\u00a0Limitations of\u00a0Deep Transformer Models for\u00a0Sea Ice Forecasting","display_name":"Understanding the\u00a0Limitations of\u00a0Deep Transformer Models for\u00a0Sea Ice Forecasting","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412042154","doi":"https://doi.org/10.1007/978-3-031-97632-2_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-97632-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-97632-2_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5118827566","display_name":"Julia Borisova","orcid":"https://orcid.org/0009-0003-6680-0940"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Julia Borisova","raw_affiliation_strings":["ITMO University, St. Petersburg, 197101, Russia"],"raw_orcid":"https://orcid.org/0009-0003-6680-0940","affiliations":[{"raw_affiliation_string":"ITMO University, St. Petersburg, 197101, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Andrey Kuznetsov","orcid":"https://orcid.org/0009-0009-2299-8186"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey Kuznetsov","raw_affiliation_strings":["ITMO University, St. Petersburg, 197101, Russia"],"raw_orcid":"https://orcid.org/0009-0009-2299-8186","affiliations":[{"raw_affiliation_string":"ITMO University, St. Petersburg, 197101, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003478989","display_name":"Gleb Solovev","orcid":"https://orcid.org/0009-0005-5479-2482"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Gleb Solovev","raw_affiliation_strings":["ITMO University, St. Petersburg, 197101, Russia"],"raw_orcid":"https://orcid.org/0009-0005-5479-2482","affiliations":[{"raw_affiliation_string":"ITMO University, St. Petersburg, 197101, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014299140","display_name":"Nikolay O. Nikitin","orcid":"https://orcid.org/0000-0002-6839-9957"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nikolay O. Nikitin","raw_affiliation_strings":["ITMO University, St. Petersburg, 197101, Russia"],"raw_orcid":"https://orcid.org/0000-0002-6839-9957","affiliations":[{"raw_affiliation_string":"ITMO University, St. Petersburg, 197101, Russia","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5118827566"],"corresponding_institution_ids":["https://openalex.org/I173089394"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28805395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"104","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10995","display_name":"Methane Hydrates and Related Phenomena","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T10995","display_name":"Methane Hydrates and Related Phenomena","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.9914000034332275,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"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/computer-science","display_name":"Computer science","score":0.7080246806144714},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5863627791404724},{"id":"https://openalex.org/keywords/sea-ice","display_name":"Sea ice","score":0.5429638624191284},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3263416886329651},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.2822895050048828},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.199153870344162},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12379258871078491},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06128808856010437},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.05996161699295044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7080246806144714},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5863627791404724},{"id":"https://openalex.org/C136894858","wikidata":"https://www.wikidata.org/wiki/Q213926","display_name":"Sea ice","level":2,"score":0.5429638624191284},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3263416886329651},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.2822895050048828},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.199153870344162},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12379258871078491},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06128808856010437},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.05996161699295044},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-97632-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-97632-2_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2528305538","https://openalex.org/W2805175347","https://openalex.org/W2895279794","https://openalex.org/W3003709258","https://openalex.org/W3080366021","https://openalex.org/W3127723844","https://openalex.org/W4214612132","https://openalex.org/W4309717449","https://openalex.org/W4312560592","https://openalex.org/W4381573216","https://openalex.org/W4382203079","https://openalex.org/W4390871945","https://openalex.org/W4394625509","https://openalex.org/W4402672092","https://openalex.org/W4405266709","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
