Artificial Intelligence Oceanography
This 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 nu...
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| Formaat: | Online |
|---|---|
| Taal: | Engels |
| Gepubliceerd in: |
Springer Nature
2023
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| Onderwerpen: | |
| Online toegang: | ONIX_20230213_9789811963759_62 |
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| _version_ | 1869527953770020864 |
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| collection | Directory of Open Access Books |
| description | This 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. |
| format | Online |
| id | doab-20.500.12854ir-97808 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-978082025-07-17T12:15:55Z Artificial Intelligence Oceanography Li, Xiaofeng Wang, Fan Deep learning Sea surface temperature Hurricane study Coastal inundation mapping Sea surface height Wind study Mesoscale eddy study Ocean internal wave Sea ice Detection of ship thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences::RBK Hydrology and the hydrosphere::RBKC Oceanography (seas and oceans) thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNU Sustainability thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences::RBK Hydrology and the hydrosphere::RBKC Oceanography (seas and oceans) thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNU Sustainability This 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. 2023-03-03T05:12:25Z 2023-03-03T05:12:25Z 2023-02-13T17:28:24Z 2023 book ONIX_20230213_9789811963759_62 OCN: 1369148762 https://library.oapen.org/handle/20.500.12657/61327 9789811963759 https://directory.doabooks.org/handle/20.500.12854/97808 eng open access image/jpeg image/jpeg image/jpeg n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/61327/1/978-981-19-6375-9.pdf https://library.oapen.org/bitstream/20.500.12657/61327/1/978-981-19-6375-9.pdf https://library.oapen.org/bitstream/20.500.12657/61327/1/978-981-19-6375-9.pdf Springer Nature Springer Nature Singapore 10.1007/978-981-19-6375-9 10.1007/978-981-19-6375-9 9fa3421d-f917-4153-b9ab-fc337c396b5a Institute of Oceanology, Chinese Academy of Sciences 1220cbe3-ca3a-4650-9c38-153380312b32 9789811963759 Springer Nature Singapore 346 Singapore [...] open access |
| spellingShingle | Deep learning Sea surface temperature Hurricane study Coastal inundation mapping Sea surface height Wind study Mesoscale eddy study Ocean internal wave Sea ice Detection of ship thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences::RBK Hydrology and the hydrosphere::RBKC Oceanography (seas and oceans) thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNU Sustainability thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences::RBK Hydrology and the hydrosphere::RBKC Oceanography (seas and oceans) thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNU Sustainability Artificial Intelligence Oceanography |
| title | Artificial Intelligence Oceanography |
| title_full | Artificial Intelligence Oceanography |
| title_fullStr | Artificial Intelligence Oceanography |
| title_full_unstemmed | Artificial Intelligence Oceanography |
| title_short | Artificial Intelligence Oceanography |
| title_sort | artificial intelligence oceanography |
| topic | Deep learning Sea surface temperature Hurricane study Coastal inundation mapping Sea surface height Wind study Mesoscale eddy study Ocean internal wave Sea ice Detection of ship thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences::RBK Hydrology and the hydrosphere::RBKC Oceanography (seas and oceans) thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNU Sustainability thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences::RBK Hydrology and the hydrosphere::RBKC Oceanography (seas and oceans) thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNU Sustainability |
| topic_facet | Deep learning Sea surface temperature Hurricane study Coastal inundation mapping Sea surface height Wind study Mesoscale eddy study Ocean internal wave Sea ice Detection of ship thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences::RBK Hydrology and the hydrosphere::RBKC Oceanography (seas and oceans) thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNU Sustainability thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences::RBK Hydrology and the hydrosphere::RBKC Oceanography (seas and oceans) thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RB Earth sciences thema EDItEUR::U Computing and Information Technology::UB Information technology: general topics thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RG Geography thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::R Earth Sciences, Geography, Environment, Planning::RN The environment::RNU Sustainability |
| url | ONIX_20230213_9789811963759_62 |