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Hotta Daisuke  堀田 大介

… Alternative Names

堀田 大介  ホッタ ダイスケ

HOTTA Daisuke  堀田 大介

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Researcher Number 60805365
Other IDs
  • ORCIDhttps://orcid.org/0000-0003-2287-0608
Affiliation (Current) 2025: 気象庁気象研究所, 気象観測研究部, 主任研究官
Affiliation (based on the past Project Information) *help 2021 – 2023: 気象庁気象研究所, 気象観測研究部, 主任研究官
2018: 気象庁気象研究所, 気象観測研究部, 主任研究官
2017 – 2018: 気象庁気象研究所, 予報研究部, 主任研究官
Review Section/Research Field
Principal Investigator
Basic Section 17020:Atmospheric and hydrospheric sciences-related / Meteorology/Physical oceanography/Hydrology
Except Principal Investigator
Basic Section 17020:Atmospheric and hydrospheric sciences-related
Keywords
Principal Investigator
データ同化 / 位置ずれ / 非ガウス性 / 数値予報 / 自己符号化器 / ガウス分布 / 赤外画像 / 画像データ / 非ガウス分布 / 衛星測位 … More / リモートセンシング / 統計数学 / 気象学 / GNSS / アンサンブルカルマンフィルタ / 地上GNSS観測 / 共分散局所化 / アンサンブル・カルマンフィルタ … More
Except Principal Investigator
豪雨の発達機構 / アンサンブル予測 / 水物質の背景誤差 / 数値天気予報 / 深層学習 / 集中豪雨 / データ同化 Less
  • Research Projects

    (3 results)
  • Research Products

    (28 results)
  • Co-Researchers

    (6 People)
  •  Innovating assimilation of non-Gaussian image-like observationsPrincipal Investigator

    • Principal Investigator
      堀田 大介
    • Project Period (FY)
      2021 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 17020:Atmospheric and hydrospheric sciences-related
    • Research Institution
      Japan, Meteorological Research Institute
  •  Research on hydrometeors assimilation methods to elucidate the mechanisms of torrential rain development

    • Principal Investigator
      Ikuta Yasutaka
    • Project Period (FY)
      2021 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 17020:Atmospheric and hydrospheric sciences-related
    • Research Institution
      Japan, Meteorological Research Institute
  •  Improving LETKF assimilation of remotely-sensed dense observations through direct model-space covariance localizationPrincipal Investigator

    • Principal Investigator
      HOTTA Daisuke
    • Project Period (FY)
      2017 – 2018
    • Research Category
      Grant-in-Aid for Research Activity Start-up
    • Research Field
      Meteorology/Physical oceanography/Hydrology
    • Research Institution
      Japan, Meteorological Research Institute

All 2024 2023 2021 2019 2018 2017

All Journal Article Presentation

  • [Journal Article] Forward operator for polarimetric radio occultation measurements2024

    • Author(s)
      Hotta Daisuke、Lonitz Katrin、Healy Sean
    • Journal Title

      Atmospheric Measurement Techniques

      Volume: 17 Issue: 3 Pages: 1075-1089

    • DOI

      10.5194/amt-17-1075-2024

    • Data Source
      KAKENHI-PROJECT-21K03668
  • [Journal Article] Twin‐analysis verification: A new verification approach to alleviate pitfalls of own‐analysis verification2023

    • Author(s)
      Hotta Daisuke、Kadowaki Takashi、Yonehara Hitoshi、Ishibashi Toshiyuki
    • Journal Title

      Quarterly Journal of the Royal Meteorological Society

      Volume: - Issue: 752 Pages: 924-932

    • DOI

      10.1002/qj.4441

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21K03668
  • [Journal Article] On the foundation and different interpretations of ensemble sensitivity2023

    • Author(s)
      Duc Le、Kawabata Takuya、Hotta Daisuke
    • Journal Title

      Monthly Weather Review

      Volume: - Issue: 7 Pages: 1689-1697

    • DOI

      10.1175/mwr-d-22-0273.1

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K03668
  • [Journal Article] Statistical generation of SST perturbations with spatio‐temporally coherent growing patterns2019

    • Author(s)
      Hotta Daisuke、Ota Yoichiro
    • Journal Title

      Quarterly Journal of the Royal Meteorological Society

      Volume: 印刷中 Issue: 721 Pages: 1660-1673

    • DOI

      10.1002/qj.3518

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Journal Article] A nestable, multigrid-friendly grid on a sphere for global spectral models based on Clenshaw-Curtis quadrature2018

    • Author(s)
      Hotta D.、Ujiie M.
    • Journal Title

      Quarterly Journal of the Royal Meteorological Society

      Volume: 未定 Issue: 714 Pages: 1382-1397

    • DOI

      10.1002/qj.3282

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Journal Article] EFSR: Ensemble Forecast Sensitivity to Observation Error Covariance2017

    • Author(s)
      Hotta Daisuke、Kalnay Eugenia、Ota Yoichiro、Miyoshi Takemasa
    • Journal Title

      Monthly Weather Review

      Volume: 145 Issue: 12 Pages: 5015-5031

    • DOI

      10.1175/mwr-d-17-0122.1

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] VAE as a Stochastic Multidimensional Extension to Gaussian Anamorphosis2023

    • Author(s)
      Daisuke Hotta, Bun-Kim San,Loik Berre, and Vincent Chabot
    • Organizer
      9th International Symposium on Data Assimilation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K03669
  • [Presentation] VAE as a Stochastic Multidimensional Extension to Gaussian Anamorphosis2023

    • Author(s)
      Daisuke Hotta, Bun-Kim San,Loik Berre, and Vincent Chabot
    • Organizer
      9th International Symposium on Data Assimilation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K03668
  • [Presentation] Gaussian Assimilation of non-Gaussian Image Data via Pre-Processing by Variational Auto-Encoder (VAE)2023

    • Author(s)
      Daisuke Hotta
    • Organizer
      10th International Congress on Industrial and Applied Mathematics
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K03669
  • [Presentation] OctaHEALPix grid: a new, equal-area quadrilateral grid on a sphere which admits spherical harmonics transform2023

    • Author(s)
      Daisuke Hotta, Milan Klower, and Sam Hatfield
    • Organizer
      6th International Workshop on Nonhydrostatic Model
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K03669
  • [Presentation] "Twin-analysis" verification: a new verification approach that alleviates pitfalls of "own-analysis" verification when applied to short-range forecasts2021

    • Author(s)
      Daisuke Hotta, Takashi Kadowaki, Hitoshi Yonehara, Toshiyuki Ishibashi
    • Organizer
      Joint WCRP-WWRP Symposium on Data Assimilation and Reanalysis
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K03668
  • [Presentation] VAE as a Stochastic Multidimensional Extension to Gaussian Anamorphosis2021

    • Author(s)
      Daisuke Hotta
    • Organizer
      International Symposium on Data Assimilation - Online
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K03668
  • [Presentation] Gaussian Assimilation of non-Gaussian Image Data via Pre-Processing by Variational Auto-Encoder (VAE)2021

    • Author(s)
      Daisuke Hotta
    • Organizer
      ESA-ECMWF Workshop 2021
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K03668
  • [Presentation] Accounting for multi-scale vertical error correlation within ETKF through spectral-space covariance localization2019

    • Author(s)
      Hotta, D. and C. H. Bishop
    • Organizer
      7th International Symposium on Data Assimilation (ISDA)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] ネスト可能でマルチグリッド法の利用に適した 全球スペクトルモデル用の格子系の提案2018

    • Author(s)
      堀田大介, 氏家将志
    • Organizer
      日本気象学会2018年度春季大会
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] Toward improved LETKF assimilation of non-local and dense observation by direct covariance localization in model space2018

    • Author(s)
      Daisuke Hotta
    • Organizer
      6th International Symposium on Data Assimilation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] Toward improved LETKF assimilation of non-local and dense observation by direct covariance localization in model space2018

    • Author(s)
      Daisuke Hotta
    • Organizer
      8th EnKF Data Assimilation Workshop
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] EFSR: Ensemble Forecast Sensitivity to Observation Error Covariance2018

    • Author(s)
      Hotta. D., E. Kalnay, Y. Ota and T. Miyoshi
    • Organizer
      6th International Symposium on Data Assimilation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] The diagonally predominant property of the positive symmetric ensemble transform matrix and its application in ensemble forecast and data assimilation2018

    • Author(s)
      Duc、L., K. Saito and D. Hotta
    • Organizer
      気象庁数値予報課コロキウム
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] Development and validation of a diagonal ensemble transform Kalman filter2018

    • Author(s)
      Duc, L., K. Saito, and D. Hotta
    • Organizer
      The 5th International Workshop on Nonhydrostatic Models
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] EFSR: Ensemble Forecast Sensitivity to Observation Error Covariance2018

    • Author(s)
      Hotta. D., E. Kalnay, Y. Ota and T. Miyoshi
    • Organizer
      8th EnKF Data Assimilation Workshop
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] モデル空間局所化での事後アンサンブル生成方法についての考察2018

    • Author(s)
      堀田大介
    • Organizer
      第5回アンサンブルデータ同化摂動に関する研究会
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] The diagonally predominant property of the positive symmetric ensemble transform matrix and its application in ensemble forecast and data assimilation2018

    • Author(s)
      Duc、L., K. Saito and D. Hotta
    • Organizer
      6th International Symposium on Data Assimilation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] EFSO and DFS diagnostics for JMA's global Data Assimilation system: their caveats and potential pitfalls2018

    • Author(s)
      Hotta. D. and Y. Ota
    • Organizer
      Workshop on Sensitivity Analysis and Data Assimilation in Meteorology and Oceanography
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] Symmetric square rootと変換行列の対角成分2017

    • Author(s)
      堀田大介
    • Organizer
      平成29年度第1回アンサンブル同化摂動手法に関する研究会
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] The diagonally predominant property of the positive symmetric ensemble transform matrix (ETM) and its application in ensemble forecast2017

    • Author(s)
      Duc, L., K. Saito and D. Hotta
    • Organizer
      平成29年度第2回アンサンブル同化摂動手法に関する研究会
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] EFSR: アンサンブル感度解析を用いた観測誤差共分散行列の推定手法2017

    • Author(s)
      Hotta Daisuke、Kalnay Eugenia、Ota Yoichiro、Miyoshi Takemasa
    • Organizer
      第21回データ同化夏の学校
    • Data Source
      KAKENHI-PROJECT-17H07352
  • [Presentation] An explanation for the diagonally predominant property of ensemble transform matrices.2017

    • Author(s)
      Duc, L., K. Saito and D. Hotta
    • Organizer
      日本気象学会秋季大会
    • Data Source
      KAKENHI-PROJECT-17H07352
  • 1.  Ikuta Yasutaka (80878249)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 2.  澤田 謙 (10847205)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  SEKO Hiromu
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  SHOJI Yoshinori
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  OTA Yoichiro
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 6 results
  • 6.  KALNAY Eugenia
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 4 results

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