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2013 Fiscal Year Final Research Report

Spatio-temporal analysis of snowfalls from the cloud to the ground surface using radar and lidar from the cloud to the ground surface

Research Project

  • PDF
Project/Area Number 22360164
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Measurement engineering
Research InstitutionIshikawa National College of Technology

Principal Investigator

MURAMOTO Ken-ichiro  石川工業高等専門学校, その他部局等, 校長 (70042835)

Co-Investigator(Kenkyū-buntansha) FUJIYOSHI Yashushi  北海道大学, 低温科学研究科, 教授 (40142749)
SHIINA Toru  富山高等専門学校, その他の部局, 教授 (80196344)
KUBO Mamoru  金沢大学, 電子情報学系, 助教 (90249772)
Project Period (FY) 2010-04-01 – 2014-03-31
Keywordsレーダ反射因子 / 降雪強度 / Z-R関係 / 降雪粒子特徴量 / 降雪プロファイル / 雲情報
Research Abstract

Radar measurements of precipitation are based on the relation between the radar reflectivity factor Z and precipitation rate R. In order to determine the Z-R relationship for snowfall, Z and R have to be measured independently with high accuracy within a short time intervals. It is also important to examine snow particle characteristic (shape, velocity, density, etc.) distinguish between snowflakes and graupels.
In this research, the integrated measurement system for snowfall characteristic evaluation is presented. Various measurement utilities are gathered in one place to allow the snowfall observation on the wide scale by the radars and lidars scanning the lower atmosphere.

  • Research Products

    (22 results)

All 2014 2013 2012 2011 2010

All Journal Article (11 results) (of which Peer Reviewed: 11 results) Presentation (11 results)

  • [Journal Article] A new method for identifying the main type of solid hydrometeors contributing to snowfall from measured size-fall speed relationship2014

    • Author(s)
      M. Ishizaka, H. Motoyoshi, S. Naki, T. Shiina, T. Kumakawa, K. Muramoto
    • Journal Title

      Journal of the Meteorological Society of Japan

      Volume: vol.91, No.6 Pages: 747-762

    • URL

      http://www.jstage.jst.go.jp/

    • Peer Reviewed
  • [Journal Article] ガンマ分布のベイズ推定における一般逆ガウス分布と高階微分係数を用いた近似法2014

    • Author(s)
      太田守, 椎名 徹
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol.J97-D, No.3 Pages: 635-645

    • URL

      http://www.ieice.org/

    • Peer Reviewed
  • [Journal Article] Shape parameters for automatic classification of snow particles into snowflake and graupel2013

    • Author(s)
      K. Nurzynska, M. Kubo, K. Muramoto
    • Journal Title

      Meteorological Applications

      Volume: Vol.20, Issue 3 Pages: 257-265

    • Peer Reviewed
  • [Journal Article] Reconstruction of object surface from multi-view images improved by image forces2013

    • Author(s)
      K. Nurzynska, M. Kubo, K. Muramoto
    • Journal Title

      SICE JCMSI(Journal of Control, Measurement, and System Integration)

      Volume: Vol.6, No.4 Pages: 231-237

    • Peer Reviewed
  • [Journal Article] The LIDAR analysis using robust variational Bayes2013

    • Author(s)
      T. Shiina, Y. Mori and M. Ota
    • Journal Title

      Proc. SICE Annual Conference 2013

      Pages: 1707-1712

    • URL

      http://www.sice.jp

    • Peer Reviewed
  • [Journal Article] Texture operator for snow particle classification into snowflake and graupel2012

    • Author(s)
      K. Nurzynska, M. Kubo, K. Muramoto
    • Journal Title

      Atmospheric Research

      Volume: 118 Pages: 121-132

    • Peer Reviewed
  • [Journal Article] Observations of lidar backscatter from snowfall at two sites2012

    • Author(s)
      K. Matsuda, M. Kubo, K. Muramoto
    • Journal Title

      IEEE International Geoscience and Remote Sensing Symp. Proceedings 2012

      Pages: 5923 - 5926

    • DOI

      10.1109/IGARSS.2012.6352260

    • Peer Reviewed
  • [Journal Article] Characteristics of seasonal variation of near-surface water vapor D/H isotope ratio revealed by continuous in situ measurement in Sapporo2012

    • Author(s)
      N. Sunmonu, K. Muramoto, N. Kurita, K. Yoshimura, Y. Fujiyoshi
    • Journal Title

      Japan, SOLA

      Volume: 8 Pages: 5-8

    • DOI

      10.2151/sola.2012-002

    • Peer Reviewed
  • [Journal Article] The backscattering cross sections of snow particles and the radar reflectivity factor2011

    • Author(s)
      M. Ota, T. Shiina, M. Kubo, K. Muramoto
    • Journal Title

      Proc. SICE Annual Conference 2011

      Pages: 1823-1828

    • URL

      http://www.sice.jp

    • Peer Reviewed
  • [Journal Article] 2D feature space for snow particle classification into snowflake and graupel2010

    • Author(s)
      K. Nurzynska, M. Kubo, K. Muramoto
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: Vol.E93-D, No.12 Pages: 3344-3351

    • Peer Reviewed
  • [Journal Article] Z-R relation for snowfall using two small Doppler radars and snow particle images2010

    • Author(s)
      T. Shiina, M. Kubo, K. Muramoto
    • Journal Title

      Proc. Int. Geoscience and Remote Sensing Symp. Proceedings 2010

      Pages: 4122-4125

    • URL

      http://www.igarss2010.org

    • Peer Reviewed
  • [Presentation] 降雪粒子画像を用いた降雪種類の取得2013

    • Author(s)
      椎名 徹
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      岐阜大学(岐阜県)
    • Year and Date
      2013-03-22
  • [Presentation] 降水粒子の粒径 - 落下速度分布の解析2013

    • Author(s)
      椎名 徹
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      岐阜大学(岐阜県)
    • Year and Date
      2013-03-21
  • [Presentation] レーダを用いた降雪粒子散乱特性の解析2012

    • Author(s)
      椎名 徹
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      岡山大学(岡山県)
    • Year and Date
      2012-03-20
  • [Presentation] K バンド小型レーダを用いた降雪情報の取得2011

    • Author(s)
      椎名 徹
    • Organizer
      日本気象学会2011年度秋季大会
    • Place of Presentation
      名古屋大学(愛知県)
    • Year and Date
      2011-11-18
  • [Presentation] Estimation of the density of the snowfall particle using electric balances and 2DVD2011

    • Author(s)
      S. Horiuchi
    • Organizer
      SICE Annual Conference 2011
    • Place of Presentation
      Tokyo
    • Year and Date
      2011-09-16
  • [Presentation] Backscatter distribution analysis of the lower atmosphere layer with two optical lidars in the winter season2011

    • Author(s)
      K. Matsuda
    • Organizer
      SICE Annual Conference 2011
    • Place of Presentation
      Tokyo
    • Year and Date
      2011-09-16
  • [Presentation] Size distribution and snowfall rate dependence for snow particles2011

    • Author(s)
      H. Kitayama
    • Organizer
      SICE Annual Conference 2011
    • Place of Presentation
      Tokyo
    • Year and Date
      2011-09-16
  • [Presentation] 統合型降雪観測システム2011

    • Author(s)
      村本健一郎
    • Organizer
      第29回レーザセンシングシンポジウム
    • Place of Presentation
      七尾(石川県)
    • Year and Date
      2011-09-08
  • [Presentation] 2地点のシーロメータによる降雪時の鉛直後方散乱プロファイル観測2011

    • Author(s)
      松田薫
    • Organizer
      第29回レーザセンシングシンポジウム
    • Place of Presentation
      七尾(石川県)
    • Year and Date
      2011-09-08
  • [Presentation] Water vapor isotope ratios in surface air in Sapporo, Japan2011

    • Author(s)
      L. A. Sunmonu
    • Organizer
      2011年日本気象学会春季大会
    • Place of Presentation
      国立オリンピック記念青少年総合センター(東京)
    • Year and Date
      2011-05-18
  • [Presentation] Kバンド帯における降水粒子散乱特性の解析2011

    • Author(s)
      椎名 徹
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      東京都市大学(東京都)
    • Year and Date
      2011-03-15

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Published: 2015-06-25   Modified: 2015-07-08  

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