• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Algorithm development to detect moisture, thaw/freeze condition by using radar.

Research Project

Project/Area Number 22404001
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section海外学術
Research Field Environmental dynamic analysis
Research InstitutionJapan Aerospace Exploration Agency (2011-2012)
Tohoku University (2010)

Principal Investigator

WATANABE Manabu  独立行政法人宇宙航空研究開発機構, 地球観測研究センター, 主任研究員 (10371147)

Co-Investigator(Kenkyū-buntansha) 佐藤 源之  東北大学, 東北アジア研究センター, 教授 (40178778)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥7,020,000 (Direct Cost: ¥5,400,000、Indirect Cost: ¥1,620,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2011: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2010: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Keywords土壌水分 / 永久凍土 / SAR / フルポーラリメトリ
Research Abstract

The purpose of this study is to clarify the following issues.1) Understanding the radar reflection mechanism from permafrost with different moisture condition, and with thaw/freeze condition.2) Develop an algorithm for estimating moisture and detect thaw/freeze condition in the permafrost area.3) Produce the thaw/freeze map in Siberia and discuss the effect for the local life.To address issues 1), two layer model was suggested for a permafrost area, and it is shown that the model well explains the PALSAR/full polarimetry data (Paper (3)). Thaw/freeze condition was classified by the backscattering coefficient (Paper (7)). To address issues 2), an algorithm to estimate the soil moisture was suggested (Paper (7)), based on the results in 1). To address issue 3), freeze/thaw map was produced around the Lena River in Russia from PALSAR full polarimetry mode. The map indicates that one of the possible reasons for inducing the large ice jam in Markha in 2007 was rapid ground thawing.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (35 results)

All 2013 2012 2011 2010

All Journal Article (23 results) (of which Peer Reviewed: 7 results) Presentation (12 results)

  • [Journal Article] Detection of ice jam floods using PALSAR full polarimetry data2013

    • Author(s)
      Manabu Watanabe, Hiroki Takakura, Masanobu Shimada
    • Journal Title

      Proceedings of International Symposium on Remote Sensing 2013

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Journal Article] Analysis of the sources of variation in L-band backscatter from terrains with permafrost2012

    • Author(s)
      Manabu Watanabe Gaku Kadosaki Yongwon Kim Mamoru Ishikawa Keiji Kushida Yuki Sawada Takeo Tadono Masami Fukudah and Motoyuki Sato
    • Journal Title

      IEEE Trans. Geosci. Remote Sensing

      Volume: 50 Pages: 44-54

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of Urban Areas Affected by the 2011 off the-Pacific-Coast of Tohoku Earthquake and Tsunami with L-band SAR Full-Polarimetric Mode2012

    • Author(s)
      Manabu Watanabe, Takeshi Motohka, Yousuke Miyagi, Chinatsu Yonezawa, and Masanobu Shimada
    • Journal Title

      IEEE Trans. Geosci. Remote Sensing Letter

      Volume: 9 Pages: 536-540

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Polarimetric Decomposition Analysis of ALOS PALSAR Observation Data before and after a Landslide Event2012

    • Author(s)
      Chinatsu Yonezawa Manabu Watanabe and Genya Saito
    • Journal Title

      Remote Sensing

      Volume: 4 Pages: 2314-2328

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] PALSARフルポーラリメトリによる極域洪水原因の推定2012

    • Author(s)
      渡邉学 高倉浩樹 米澤千夏 吉川泰弘 島田政信
    • Journal Title

      第53回 (平成 24 年度秋季) リモートセンシング学会講演論文集

      Pages: 243-244

    • Related Report
      2012 Final Research Report
  • [Journal Article] PiSAR-L2を用いた農地塩害域検出の試み2012

    • Author(s)
      渡邉学 河野宜幸 直木和弘 島田政信
    • Journal Title

      第53回 (平成 24 年度秋季) リモートセンシング学会講演論文集

      Pages: 39-40

    • Related Report
      2012 Final Research Report
  • [Journal Article] 小型気球カメラを用いた樹高推定2012

    • Author(s)
      渡邉学 米澤千夏 本岡毅 白石知弘 ラジェッシュタパ 島田政信
    • Journal Title

      第52回 (平成 24 年度春季) リモートセンシング学会講演論文集

      Pages: 227-228

    • Related Report
      2012 Final Research Report
  • [Journal Article] 教師付分類を用いたリモートセンシング画像の土地利用分類2012

    • Author(s)
      白石知弘 本岡毅 ラジェッシュバハドールタパ 磯口治 渡邉学 島田政信
    • Journal Title

      第11回情報科学技術フォーラム,講演論文集

      Volume: 3 Pages: 173-174

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Journal Article] Pi-SAR-L2の開発と校正検証2012

    • Author(s)
      島田政信 河野宣幸 渡辺学 本岡毅 大木真人
    • Journal Title

      第53回 (平成 24 年度秋季) リモートセンシング学会講演論文集

      Pages: 37-38

    • Related Report
      2012 Final Research Report
  • [Journal Article] PALSARフルポーラリメトリによる極域洪水原因の推定2012

    • Author(s)
      渡邉学, 高倉浩樹, 米澤千夏, 吉川泰弘, 島田政信
    • Journal Title

      第53回(平成24年度秋季)リモートセンシング学会講演論文集

      Pages: 243-244

    • Related Report
      2012 Annual Research Report
  • [Journal Article] PiSAR-L2を用いた農地塩害域検出の試み2012

    • Author(s)
      渡邉学, 河野宜幸, 直木和弘, 島田政信
    • Journal Title

      第53回(平成24年度秋季)リモートセンシング学会講演論文集

      Volume: 0 Pages: 39-40

    • Related Report
      2012 Annual Research Report
  • [Journal Article] 小型気球カメラを用いた樹高推定2012

    • Author(s)
      渡邉学, 米澤千夏, 本岡毅, 白石知弘, ラジェッシュタパ, 島田政信
    • Journal Title

      第52回(平成24年度春季)リモートセンシング学会講演論文集

      Pages: 227-228

    • Related Report
      2012 Annual Research Report
  • [Journal Article] Pi-SAR-L2の開発と校正検証2012

    • Author(s)
      島田政信, 河野宣幸, 渡辺学, 本岡毅, 大木真人
    • Journal Title

      第53回(平成24年度秋季)リモートセンシング学会講演論文集

      Pages: 37-38

    • Related Report
      2012 Annual Research Report
  • [Journal Article] Analysis of the sources of variation in L-band backscatter from terrains with permafrost2012

    • Author(s)
      Manabu Watanabe, Gaku Kadosaki, Yongwon Kim, Mamoru Ishikawa, Keiji Kushida, Yuki Sawada, Takeo Tadono, Masami Fukudah, Motoyuki Sato
    • Journal Title

      IEEE Trans.Geosci.Remote Sensing

      Volume: 50 Issue: 1 Pages: 44-54

    • DOI

      10.1109/tgrs.2011.2159843

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of Urban Areas Affected by the 2011 off the-Pacific-Coast of Tohoku Earthquake and Tsunami with L-band SAR Full-Polarimetric Mode2012

    • Author(s)
      Manabu Watanabe, Takeshi Motohka, Yousuke Miyagi, Chinatsu Yonezawa, Masanobu Shimada
    • Journal Title

      IEEE Trans.Geosci.Remote Sensing Letter

      Volume: 9 Issue: 3 Pages: 536-540

    • DOI

      10.1109/lgrs.2011.2182030

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] PALSAR full-polar imetric observation for peatland2011

    • Author(s)
      M. Watanabe K. Kushida C. Yonezawa M. Sato M. Fukuda
    • Journal Title

      Asian Journal of Geoinformatics

      Volume: 11

    • URL

      http://www.geoinfo.ait.ac.th/ajg/index.php/journal

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Moisture & Roughness Map in Arctic National Wildlife Refuge/Alaska2011

    • Author(s)
      Manabu Watanabe Keiji Kushida Masami Fukuda Motoyuki Sato
    • Journal Title

      Proceedings of Asia-Pacific Conference on Synthetic Aperture Radar 2011

      Pages: 265-268

    • Related Report
      2012 Final Research Report
  • [Journal Article] Moisture & roughness estimation algorithm over permafrost area2011

    • Author(s)
      Manabu Watanabe, Keiji Kushida, Koichiro Harada, Masami Fukuda, Motoyuki Sato
    • Journal Title

      Proceedings of 2011 IEEE International Geoscience & Remote Sensing Symposium

      Pages: 2598-2601

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
  • [Journal Article] PALSAE full-polarimetric observation for peatland2011

    • Author(s)
      M.Watanabe, K.Kushida, C.Yonezawa, M.Sato, M.Fukuda
    • Journal Title

      Asian Journal of Geoinformatics(http://www.geoinfo.ait.ac.th/ajg/index.php/journal)

      Volume: 11

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Moisture & Roughness Map in Arctic National Wildlife Refuge/Alaska2011

    • Author(s)
      Manabu Watanabe, Keiji Kushida, Masami Fukuda, Motoyuki Sato
    • Journal Title

      Proceedings of Asia-Pacific Conference on Synthetic Aperture Radar 2011

      Pages: 265-268

    • Related Report
      2011 Annual Research Report
  • [Journal Article] RADARSAT-2の単偏波・全偏波観測データによる水田モニタリング2010

    • Author(s)
      米澤千夏 齋藤元也 渡邉学 石塚直樹 根岸正浩 村木広和 東健太 小川茂男
    • Journal Title

      第48回 (平成 22 年度春季) リモートセンシング学会講演論文集

      Pages: 73-74

    • Related Report
      2012 Final Research Report
  • [Journal Article] 奥の山古墳地中レーダー探査実験について2010

    • Author(s)
      佐藤 源之 渡辺 学 井上 尚明
    • Journal Title

      埼玉県立史跡の博物館紀要

      Volume: 4 Pages: 41-49

    • Related Report
      2012 Final Research Report 2010 Annual Research Report
  • [Journal Article] RA:DARSAT-2の単偏波・全偏波観測データによる水田モニタリング2010

    • Author(s)
      米澤千夏, 齋藤元也, 渡邉学, 石塚直樹, 根岸正浩, 村木広和, 束健太, 小川茂男
    • Journal Title

      第48回(平成22年度春季)リモートセンシング学会講演論文集

      Pages: 73-74

    • Related Report
      2010 Annual Research Report
  • [Presentation] Detection of ice jam floods using PALSAR full polarimetry data2013

    • Author(s)
      Manabu Watanabe, Hiroki Takakura, Masanobu Shimada
    • Organizer
      International Symposium on Remote Sensing 2013
    • Place of Presentation
      Makuhari Seminar House, Chiba, Japan
    • Year and Date
      2013-03-16
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] 航空機搭載合成開口レーダーPi-SAR-L2の校正検証及び環境監視2013

    • Author(s)
      島田 政信 河野 宜幸 本岡 毅 渡邉 学
    • Organizer
      日本地球惑星科学連合2013年大会
    • Place of Presentation
      千葉/幕張メッセ国際会議場
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] Ice movement in the Lena River and the typology of spring flooding: An interpretation of local sources integrated with satellite imagery using a multidisciplinary approach2013

    • Author(s)
      Hiroki Takakura, Yasuhiro Yoshikawa, Manabu Watanabe, Toru Sakai, Tetsuya Hiyama
    • Organizer
      Third International Symposium on the Arctic Research
    • Place of Presentation
      Tokyo/Miraikan
    • Related Report
      2012 Final Research Report
  • [Presentation] Ice movement in the Lena River and the typology of spring flooding : An interpretation of local sources integrated with satellite imagery using a multidisciplinary approach2013

    • Author(s)
      Hiroki Takakura, Yasuhiro Yoshikawa, Manabu Watanabe, Toru Sakai, Tetsuya Hiyama
    • Organizer
      Third International Symposium on the Arctic Research
    • Place of Presentation
      Tokyo/Miraikan
    • Related Report
      2012 Annual Research Report
  • [Presentation] PiSAR-L2 observation of agricultural area damaged by seawater during the Great East Japan Earthquake in 20112012

    • Author(s)
      Manabu Watanabe Noriyuki Kawano Kazuhiro Naoki Masanobu Shimada
    • Organizer
      Asia-Pasific Remote Sensing
    • Place of Presentation
      Kyoto/Kyoto international conference center
    • Year and Date
      2012-11-01
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] PiSAR-L2を用いた農地塩害域検出の試み2012

    • Author(s)
      渡邉学 河野宜幸 直木和弘
    • Organizer
      第53回 (平成 24 年度秋季) リモートセンシング学会
    • Place of Presentation
      広島/広島大学
    • Related Report
      2012 Final Research Report
  • [Presentation] Pi-SAR-L2の開発と校正検証2012

    • Author(s)
      島田政信 河野宣幸 渡辺学 本岡毅 大木真人
    • Organizer
      第53回 (平成 24 年度秋季) リモートセンシング学会
    • Place of Presentation
      広島/広島大学
    • Related Report
      2012 Final Research Report
  • [Presentation] Analysis of Urban Areas Affected by the Great East Japan Earthquake in 2011with L-band SAR Full-Polarimetric Mode2012

    • Author(s)
      Manabu Watanabe
    • Organizer
      RESES
    • Place of Presentation
      山梨/Laforet Yamanakako
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] PiSAR-L2を用いた農地塩害域検出の試み2012

    • Author(s)
      渡邉学, 河野宜幸, 直木和弘
    • Organizer
      第53回(平成24年度秋季)リモートセンシング学会
    • Place of Presentation
      広島/広島大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Pi-SAR-L2の開発と校正検証2012

    • Author(s)
      島田政信, 河野宣幸, 渡辺学, 本岡毅, 大木真人
    • Organizer
      第53回(平成24年摩秋季)リモートセンシング学会
    • Place of Presentation
      広島/広島大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] Observation of active layer in permafrost using the PALSAR/full polarimetry mode2010

    • Author(s)
      Manabu Watana, Motoyuki Sato, Koichi Iribe, Masami Fukuda, Masanobu Shimada, Takeo Tadono, Gaku Kadosaki, Kazuki Nakamura, and Kazuo Ouchi
    • Organizer
      The 4th Joint PI Symposium of ALOS Data Nodes for ALOS Science Program 2010 Tokyo
    • Place of Presentation
      Tokyo/Otemachi Sankei Plaza
    • Related Report
      2012 Final Research Report
  • [Presentation] Observation of active layer in permafrost using the PALSARJfull polari metry mode2010

    • Author(s)
      Manabu Watana, Motoyuki Sato, Koichi Iribe, Masami Fukuda, Masanobu Shimada, Takeo Tadono, Gaku Kadosaki, Kazuki Nak amura, Kazuo Ouchi
    • Organizer
      The 4th Joint PI Symposium of ALOS Data Nodes for ALOS Science Program 2010 Tokyo
    • Place of Presentation
      Tokyo/OtemachiSankeiPlaza
    • Related Report
      2010 Annual Research Report

URL: 

Published: 2010-08-23   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi