Deep learning approach for detecting tropical cyclones and their precursors in the simulation by a cloud-resolving global nonhydrostatic atmospheric model

• 資料種別: 記事
• タイトル: Deep learning approach for detecting tropical cyclones and their precursors in the simulation by a cloud-resolving global nonhydrostatic atmospheric model
• 著者・編者: Daisuke Matsuoka; Masuo Nakano; Daisuke Sugiyama
• 出版事項: 日本 : Springer Nature
• 出版年月日等: 2018-12-19
• 出版年（W3CDTF）: 2018-12-19
• タイトル（掲載誌）: Progress in earth and planetary science
• 巻号年月日等（掲載誌）: 5(80)
• 掲載巻: 5(80)
• ISSN（掲載誌）: 2197-4284
• ISSN-L（掲載誌）: 2197-4284
• 本文の言語コード: eng
• DOI: 10.1186/s40645-018-0245-y; https://doi.org/10.1186/s40645-018-0245-y
• 国立国会図書館永続的識別子: info:ndljp/pid/11249478; https://dl.ndl.go.jp/pid/11249478
• コレクション（共通）: 障害者向け資料
• コレクション（障害者向け資料：レベル1）: テキストデータ
• コレクション（個別）: 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; https://dl.ndl.go.jp/collections/B00035
• 収集根拠: オンライン資料収集制度
• 受理日（W3CDTF）: 2019-03-05T23:10:26+09:00
• 保存日（W3CDTF）: 2019-03-05
• 記録形式（IMT）: application/pdf
• オンライン閲覧公開範囲: 国立国会図書館内限定公開
• デジタル化資料送信: 図書館・個人送信対象外
• 遠隔複写可否（NDL）: 可
• 掲載誌（URI）: https://progearthplanetsci.springeropen.com/articles
• 掲載誌（国立国会図書館永続的識別子）: info:ndljp/pid/11018906; https://dl.ndl.go.jp/pid/11018906
• 連携機関・データベース: 国立国会図書館 : 国立国会図書館デジタルコレクション; https://dl.ndl.go.jp

• 要約等: 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; https://doi.org/10.1186/s40645-018-0245-y
• オンライン閲覧公開範囲: インターネット公開
• 関連情報（URI）: http://id.ndl.go.jp/digimeta/11249478; https://dl.ndl.go.jp/pid/11249478; http://link.springer.com/content/pdf/10.1186/s40645-018-0245-y.pdf; http://link.springer.com/article/10.1186/s40645-018-0245-y/fulltext.html
• 参照: The Nonhydrostatic ICosahedral Atmospheric Model for CMIP6 HighResMIP simulations (NICAM16-S): experimental design, model description, and impacts of model updates; https://cir.nii.ac.jp/crid/1360009142459319936; Neural style transfer between observed and simulated cloud images to improve the detection performance of tropical cyclone precursors; https://cir.nii.ac.jp/crid/1360021391882373632; Distance determination of molecular clouds in the first quadrant of the Galactic plane using deep learning: I. Method and results; https://cir.nii.ac.jp/crid/1360580230604621696; Tropical cyclone dataset for a high-resolution global nonhydrostatic atmospheric simulation; https://cir.nii.ac.jp/crid/1360861704791636352; AMeDASデータ学習によるLSTM降水予測モデルの検討; https://cir.nii.ac.jp/crid/1390849376471817472; Automatic flow visualization method using self-organizing map; https://cir.nii.ac.jp/crid/1390853443031980800
• 参照: Genesis of Super Cyclone Pam (2015): Modulation of Low-Frequency Large-Scale Circulations and the Madden–Julian Oscillation by Sea Surface Temperature Anomalies; https://cir.nii.ac.jp/crid/1360002218812844544; Western North Pacific Tropical Cyclone Characteristics Stratified by Genesis Environment; https://cir.nii.ac.jp/crid/1360002218812859008; A Madden-Julian Oscillation Event Realistically Simulated by a Global Cloud-Resolving Model; https://cir.nii.ac.jp/crid/1360011142933994112; A new dynamical framework of nonhydrostatic global model using the icosahedral grid; https://cir.nii.ac.jp/crid/1360011142935298688; Large-Scale Patterns Associated with Tropical Cyclogenesis in the Western Pacific; https://cir.nii.ac.jp/crid/1360011142938966272; Intraseasonal variability and tropical cyclogenesis in the western North Pacific simulated by a global nonhydrostatic atmospheric model; https://cir.nii.ac.jp/crid/1360283689325751552; Global 7-km mesh nonhydrostatic Model Intercomparison Project for improving TYphoon forecast (TYMIP-G7): Experimental design and preliminary results; https://cir.nii.ac.jp/crid/1360285715172782976; Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century; https://cir.nii.ac.jp/crid/1360292617912092672; Revisiting the connection between African Easterly Waves and Atlantic tropical cyclogenesis; https://cir.nii.ac.jp/crid/1360292618883450240; Response of Tropical Cyclone Activity and Structure to Global Warming in a High-Resolution Global Nonhydrostatic Model; https://cir.nii.ac.jp/crid/1360565168765677568; Random Forests; https://cir.nii.ac.jp/crid/1360574092892023168; Environmental Factors Contributing to Tropical Cyclone Genesis over the Western North Pacific; https://cir.nii.ac.jp/crid/1360574092894774016; The Finite-Amplitude Nature of Tropical Cyclogenesis; https://cir.nii.ac.jp/crid/1360574095138007808; Tropical Cyclone Genesis Guidance Using the Early Stage Dvorak Analysis and Global Ensembles; https://cir.nii.ac.jp/crid/1360848661490560640; Tropical Cyclone Intensity Analysis and Forecasting from Satellite Imagery; https://cir.nii.ac.jp/crid/1360855567866657536; A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting; https://cir.nii.ac.jp/crid/1360855569309982592; Beyond Weather Time-Scale Prediction for Hurricane Sandy and Super Typhoon Haiyan in a Global Climate Model; https://cir.nii.ac.jp/crid/1361418520870123008; GLOBAL VIEW OF THE ORIGIN OF TROPICAL DISTURBANCES AND STORMS; https://cir.nii.ac.jp/crid/1362262944918536192; Machine-learning classifiers for imbalanced tornado data; https://cir.nii.ac.jp/crid/1363107369845332480; Tropical Cyclone Formation Guidance Using Pregenesis Dvorak Climatology. Part I: Operational Forecasting and Predictive Potential; https://cir.nii.ac.jp/crid/1363107370551755008; False Alarms and Close Calls: A Conceptual Model of Warning Accuracy; https://cir.nii.ac.jp/crid/1363951794546075904; Influence of the global warming on the tropical cyclone climatology: An experiment with the JMA global model; https://cir.nii.ac.jp/crid/1390001206501393664; New microphysics with five and six categories with diagnostic generation of cloud ice; https://cir.nii.ac.jp/crid/1390282681480687744; A 20-Year Climatology of a NICAM AMIP-Type Simulation; https://cir.nii.ac.jp/crid/1390282681481473792; The Non-hydrostatic Icosahedral Atmospheric Model : description and development; https://cir.nii.ac.jp/crid/2051151842089639168
• 連携機関・データベース: 国立情報学研究所 : CiNii Research; https://cir.nii.ac.jp/
• 提供元機関・データベース: 雑誌記事索引データベース; https://ndlsearch.ndl.go.jp; Crossref; https://www.crossref.org; 科学研究費助成事業データベース; https://kaken.nii.ac.jp/ja
• 書誌ID（NDLBibID）: 11249478; http://id.ndl.go.jp/bib/11249478