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Artificial Intelligence Oceanography

dc.contributor.editorLi, Xiaofeng
dc.contributor.editorWang, Fan
dc.date.accessioned2023-02-13T17:28:24Z
dc.date.available2023-02-13T17:28:24Z
dc.date.issued2023
dc.identifierONIX_20230213_9789811963759_62
dc.identifier.urihttps://library.oapen.org/handle/20.500.12657/61327
dc.description.abstractThis open access book invites readers to learn how to develop artificial intelligence (AI)-based algorithms to perform their research in oceanography. Various examples are exhibited to guide details of how to feed the big ocean data into the AI models to analyze and achieve optimized results. The number of scholars engaged in AI oceanography research will increase exponentially in the next decade. Therefore, this book will serve as a benchmark providing insights for scholars and graduate students interested in oceanography, computer science, and remote sensing.
dc.languageEnglish
dc.subject.classificationthema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences::RBK Hydrology and the hydrosphere::RBKC Oceanography (seas and oceans)en_US
dc.subject.classificationthema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciencesen_US
dc.subject.classificationthema EDItEUR::U Computing and Information Technology::UB Information technology: general topicsen_US
dc.subject.classificationthema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geographyen_US
dc.subject.classificationthema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligenceen_US
dc.subject.classificationthema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNU Sustainabilityen_US
dc.subject.otherDeep learning
dc.subject.otherSea surface temperature
dc.subject.otherHurricane study
dc.subject.otherCoastal inundation mapping
dc.subject.otherSea surface height
dc.subject.otherWind study
dc.subject.otherMesoscale eddy study
dc.subject.otherOcean internal wave
dc.subject.otherSea ice
dc.subject.otherDetection of ship
dc.titleArtificial Intelligence Oceanography
dc.typebook
oapen.identifier.doi10.1007/978-981-19-6375-9
oapen.relation.isPublishedBy6c6992af-b843-4f46-859c-f6e9998e40d5
oapen.relation.isFundedBy1220cbe3-ca3a-4650-9c38-153380312b32
oapen.relation.isbn9789811963759
oapen.imprintSpringer Nature Singapore
oapen.pages346
oapen.place.publicationSingapore
oapen.grant.number[...]


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