Deep learning approach for detecting tropical cyclones and their precursors in the simulation by a cloud-resolving global nonhydrostatic atmospheric model
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Bibliographic Record
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- Material Type
- 記事
- Author/Editor
- Daisuke MatsuokaMasuo NakanoDaisuke Sugiyama
- Publication, Distribution, etc.
- Publication Date
- 2018-12-19
- Publication Date (W3CDTF)
- 2018-12-19
- Periodical title
- Progress in earth and planetary science
- No. or year of volume/issue
- 5(80)
- Volume
- 5(80)
- ISSN (Periodical Title)
- 2197-4284
- ISSN-L (Periodical Title)
- 2197-4284
- Text Language Code
- eng
- DOI
- 10.1186/s40645-018-0245-y
- Persistent ID (NDL)
- info:ndljp/pid/11249478
- Collection
- Collection (Materials For Handicapped People:1)
- Collection (particular)
- 国立国会図書館デジタルコレクション > 電子書籍・電子雑誌 > その他
- Acquisition Basis
- オンライン資料収集制度
- Date Accepted (W3CDTF)
- 2019-03-05T23:10:26+09:00
- Date Captured (W3CDTF)
- 2019-03-05
- Format (IMT)
- application/pdf
- Access Restrictions
- 国立国会図書館内限定公開
- Service for the Digitized Contents Transmission Service
- 図書館・個人送信対象外
- Availability of remote photoduplication service
- 可
- Periodical Title (URI)
- Periodical Title (Persistent ID (NDL))
- info:ndljp/pid/11018906
- Data Provider (Database)
- 国立国会図書館 : 国立国会図書館デジタルコレクション
- Summary, etc.
- コレクション : 国立国会図書館デジタルコレクション > 電子書籍・電子雑誌 > その他
- DOI
- 10.1186/s40645-018-0245-y
- Access Restrictions
- インターネット公開
- Related Material (URI)
- Is Referenced By
- The Nonhydrostatic ICosahedral Atmospheric Model for CMIP6 HighResMIP simulations (NICAM16-S): experimental design, model description, and impacts of model updatesNeural style transfer between observed and simulated cloud images to improve the detection performance of tropical cyclone precursorsDistance determination of molecular clouds in the first quadrant of the Galactic plane using deep learning: I. Method and resultsTropical cyclone dataset for a high-resolution global nonhydrostatic atmospheric simulationAMeDASデータ学習によるLSTM降水予測モデルの検討Automatic flow visualization method using self-organizing map
- References
- Genesis of Super Cyclone Pam (2015): Modulation of Low-Frequency Large-Scale Circulations and the Madden–Julian Oscillation by Sea Surface Temperature AnomaliesWestern North Pacific Tropical Cyclone Characteristics Stratified by Genesis EnvironmentA Madden-Julian Oscillation Event Realistically Simulated by a Global Cloud-Resolving ModelA new dynamical framework of nonhydrostatic global model using the icosahedral gridLarge-Scale Patterns Associated with Tropical Cyclogenesis in the Western PacificIntraseasonal variability and tropical cyclogenesis in the western North Pacific simulated by a global nonhydrostatic atmospheric modelGlobal 7-km mesh nonhydrostatic Model Intercomparison Project for improving TYphoon forecast (TYMIP-G7): Experimental design and preliminary resultsGlobal analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth centuryRevisiting the connection between African Easterly Waves and Atlantic tropical cyclogenesisResponse of Tropical Cyclone Activity and Structure to Global Warming in a High-Resolution Global Nonhydrostatic ModelRandom ForestsEnvironmental Factors Contributing to Tropical Cyclone Genesis over the Western North PacificThe Finite-Amplitude Nature of Tropical CyclogenesisTropical Cyclone Genesis Guidance Using the Early Stage Dvorak Analysis and Global EnsemblesTropical Cyclone Intensity Analysis and Forecasting from Satellite ImageryA Decision-Theoretic Generalization of On-Line Learning and an Application to BoostingBeyond Weather Time-Scale Prediction for Hurricane Sandy and Super Typhoon Haiyan in a Global Climate ModelGLOBAL VIEW OF THE ORIGIN OF TROPICAL DISTURBANCES AND STORMSMachine-learning classifiers for imbalanced tornado dataTropical Cyclone Formation Guidance Using Pregenesis Dvorak Climatology. Part I: Operational Forecasting and Predictive PotentialFalse Alarms and Close Calls: A Conceptual Model of Warning AccuracyInfluence of the global warming on the tropical cyclone climatology: An experiment with the JMA global modelNew microphysics with five and six categories with diagnostic generation of cloud iceA 20-Year Climatology of a NICAM AMIP-Type SimulationThe Non-hydrostatic Icosahedral Atmospheric Model : description and development
- Data Provider (Database)
- 国立情報学研究所 : CiNii Research
- Original Data Provider (Database)
- 雑誌記事索引データベースCrossref科学研究費助成事業データベース科学研究費助成事業データベースCrossrefCrossrefCrossrefCrossrefCrossrefCrossref
- Bibliographic ID (NDL)
- 11249478