{"id":"https://openalex.org/W4414562668","doi":"https://doi.org/10.1007/978-3-032-06136-2_37","title":"Augmenting Geospatial Data With Large Language Models Using Compositional Attention for\u00a0Improved Avian Mobility Tasks Prediction","display_name":"Augmenting Geospatial Data With Large Language Models Using Compositional Attention for\u00a0Improved Avian Mobility Tasks Prediction","publication_year":2025,"publication_date":"2025-09-26","ids":{"openalex":"https://openalex.org/W4414562668","doi":"https://doi.org/10.1007/978-3-032-06136-2_37"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-06136-2_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06136-2_37","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5061749117","display_name":"Kehinde Owoeye","orcid":"https://orcid.org/0000-0002-0909-9014"},"institutions":[{"id":"https://openalex.org/I18307633","display_name":"Scottish Enterprise","ror":"https://ror.org/015yt6k87","country_code":"GB","type":"government","lineage":["https://openalex.org/I18307633"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Kehinde Owoeye","raw_affiliation_strings":["T\u00dcV S\u00dcD, National Engineering Laboratory Scottish Enterprise Technology Park, Napier Building, Glasgow, G75 0QF, UK"],"raw_orcid":"https://orcid.org/0000-0002-0909-9014","affiliations":[{"raw_affiliation_string":"T\u00dcV S\u00dcD, National Engineering Laboratory Scottish Enterprise Technology Park, Napier Building, Glasgow, G75 0QF, UK","institution_ids":["https://openalex.org/I18307633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5061749117"],"corresponding_institution_ids":["https://openalex.org/I18307633"],"apc_list":null,"apc_paid":null,"fwci":6.6284,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.95788207,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"407","last_page":"421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12644","display_name":"Wildlife-Road Interactions and Conservation","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T12644","display_name":"Wildlife-Road Interactions and Conservation","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.964900016784668,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12492","display_name":"Zoonotic diseases and public health","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.8737000226974487},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.746999979019165},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.683899998664856},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.593999981880188},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.545799970626831},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.45719999074935913},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.34470000863075256}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8737000226974487},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8159999847412109},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.746999979019165},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.683899998664856},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.593999981880188},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.545799970626831},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5023000240325928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4650999903678894},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45719999074935913},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3727000057697296},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.34470000863075256},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.29420000314712524},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.28349998593330383},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.26649999618530273},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.25290000438690186},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-06136-2_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06136-2_37","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2030912626","https://openalex.org/W2055601403","https://openalex.org/W2063226628","https://openalex.org/W2122178922","https://openalex.org/W2122223009","https://openalex.org/W2157331557","https://openalex.org/W2158613040","https://openalex.org/W2314340300","https://openalex.org/W2749709243","https://openalex.org/W2797784614","https://openalex.org/W2974161034","https://openalex.org/W3035012932","https://openalex.org/W3105108777","https://openalex.org/W3182652272","https://openalex.org/W3199985263","https://openalex.org/W4200113640","https://openalex.org/W4367555722","https://openalex.org/W4386336973","https://openalex.org/W4388994228","https://openalex.org/W4389524317","https://openalex.org/W4395065007","https://openalex.org/W4400531852","https://openalex.org/W4400643052","https://openalex.org/W4401415543","https://openalex.org/W4403499178"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}