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Algorithm of estimating GPP based on right response curve using satellite sensor data

Research Project

Project/Area Number 25340007
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Environmental dynamic analysis
Research InstitutionNara Women's University

Principal Investigator

MURAMATSU Kanako  奈良女子大学, 自然科学系, 教授 (20252827)

Co-Investigator(Renkei-kenkyūsha) FURUMI Shinobu  奈良佐保短期大学, 地域子供学科, 准教授 (90397844)
SOYAMA Noriko  天理大学, 人間学部, 教授 (50309522)
KAMAKURA Mai  奈良女子大学, 共生科学研究センター, 研究支援推進員 (40523840)
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Keywords総生産量 / 衛星データ / クロロフィルインデックス / 熱赤外イメージャー / 光ー光合成曲線 / 気孔コンダクタンス / 樹冠コンダクタンス / 総生産キャパシティー / 光合成の日中低下 / 熱赤外イメージ / 全地球 / 気孔 / キャパシティー / 植生指標
Outline of Final Research Achievements

The algorithm of estimating gross primary production of vegetation using satellite sensor data was developed. The main characteristics of the algorithm are using the light response curve of photosynthesis in the algorithm, and dividing two parts as photosynthesis capacity, which is in the condition plants photosynthesizes with less stress, and it’s suppression. The parameters of a light-response curve were determined using the estimation formula. The formulas were divided into three groups as grass and open shrubs, woody plants except for a tropical rain forest. The suppression part was studied focusing on stomata opening and closing using thermal imagers for leaf and canopy level. The estimation accuracy of the diurnal variation pattern of the leaf and canopy conductance was better than the absolute value.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (31 results)

All 2017 2016 2015 2014 2013

All Journal Article (7 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 4 results,  Open Access: 5 results,  Acknowledgement Compliant: 4 results) Presentation (24 results) (of which Int'l Joint Research: 3 results)

  • [Journal Article] Determination of rice paddy parameters in the global gross primary production capacity estimation algorithm using 6 years of JP-MSE flux observation data2017

    • Author(s)
      Kanako MURAMATSU, Keisuke ONO, Noriko SOYAMA, Juthasinee THANYAPRANEEDKUL, Akira MIYATA, Masayoshi MANO
    • Journal Title

      Journal of Agricultural Meteorology

      Volume: 印刷中

    • NAID

      130005797418

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Determination of parameters for shrubs in the global gross primary production capacity estimation algorithm2016

    • Author(s)
      Yukiko Mineshita, Kanako Muramatu, Noriko Soyama,Juthasinee Thanyapraneedkul, Motomasa Daigo
    • Journal Title

      日本リモートセンシング学会誌

      Volume: 36 Pages: 236-246

    • NAID

      130006847337

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Algorithm developing of gross primary production from it's capacity and a canopy conductance index using flux and global observing satellite data.2015

    • Author(s)
      Muramatsu, K., Furumi, Daigo, M.
    • Journal Title

      Proc. of SPIE

      Volume: 9637 Pages: 1-6

    • Related Report
      2015 Research-status Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] A scale-up method for reference data for validation of global land cover maps using ALOS/AVNIR-2 satellite data.2015

    • Author(s)
      Soyama, N., Muramatsu, K., Ohashi, I., Daigo, M., Ochiai, F., Tadono, T., Nasahara
    • Journal Title

      Proc. of SPIE

      Volume: 9644 Pages: 1-6

    • Related Report
      2015 Research-status Report
    • Open Access
  • [Journal Article] ALOS/AVNIR-2多時期データを用いた奈良県と京都府南部における竹林の抽出2015

    • Author(s)
      花木なるみ,村松加奈子,落合史生,曽山典子,醍醐元正,田殿武雄
    • Journal Title

      日本リモートセンシング学会誌

      Volume: 35(2) Pages: 77-88

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Estimating the seasonal maximum light use efficiency2014

    • Author(s)
      Kanako Muramatsu, Shinobu Furumi, Noriko Soyama, Motomasa Daigo
    • Journal Title

      Proc. of SPIE, Asia-Pacific Environmental Remote Sensing, 2014. Land Surface Remote Sensing II

      Volume: 92603R Pages: 1-9

    • Related Report
      2014 Research-status Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] 奈良県森林におけるALOS/PRISMデータを用いた平均樹高推定の可能性:吉野郡スギ,ヒノキ林による検証に基づいて2013

    • Author(s)
      新納望、村松加奈子、田殿武雄、古海忍、曽山典子、醍醐元正
    • Journal Title

      日本リモートシング学会誌

      Volume: 33, No.4 Pages: 308-318

    • NAID

      10031201173

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 光ー光合成曲線を用いた総生産量推定アルゴリズムの開発: 気候モデルによる気象要素の時間変化データ利用に関する考察2016

    • Author(s)
      村松加奈子,馬淵 和雄,曽山 典子
    • Organizer
      日本リモートセンシング学会
    • Place of Presentation
      新潟県新潟テルサ
    • Year and Date
      2016-11-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] 全球の総生産量キャパシティ推定アルゴリズムの開発:植生指標CIgreenの異常値検出条件2016

    • Author(s)
      米田 詠美,村松 加奈子
    • Organizer
      日本リモートセンシング学会
    • Place of Presentation
      新潟県新潟テルサ
    • Year and Date
      2016-11-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] An algorithm of gross primary production capacity estimation from global observing satellite and the difference between GPP capacity and GPP.2016

    • Author(s)
      Muramatsu,K.
    • Organizer
      41st COSPAR Scientific Assembly
    • Place of Presentation
      Istanbul, Turkey
    • Year and Date
      2016-07-30
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 全球の総生産量キャパシティ推定アルゴリズムにおける低ストレス下の総生産量の抽出条件の考察2015

    • Author(s)
      米田詠美,村松加奈子
    • Organizer
      日本リモートセンシング学会
    • Place of Presentation
      長崎市,長崎大学
    • Year and Date
      2015-11-27
    • Related Report
      2015 Research-status Report
  • [Presentation] 全球土地被覆分類データのための精度検証データ作成 :ボランティアによる情報の利用2015

    • Author(s)
      曽山典子,佐々井崇博,村松加奈子,醍醐元正,落合史生,奈佐原顕郎
    • Organizer
      日本リモートセンシング学会
    • Place of Presentation
      長崎市,長崎大学
    • Year and Date
      2015-11-27
    • Related Report
      2015 Research-status Report
  • [Presentation] Algorithm developing of gross primary production from it's capacity and a canopy conductance index using flux and global observing satellite data2015

    • Author(s)
      Muramatsu, K., Furumi, Daigo, M.
    • Organizer
      SPIE Remote Sensing 2015
    • Place of Presentation
      Toulouse, France
    • Year and Date
      2015-09-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A scale-up method for reference data for validation of global land cover maps using ALOS/AVNIR-2 satellite data2015

    • Author(s)
      Soyama, N., Muramatsu, K., Ohashi, I., Daigo, M., Ochiai, F., Tadono, T., Nasahara
    • Organizer
      SPIE Remote Sensing 2015
    • Place of Presentation
      Toulouse, France
    • Year and Date
      2015-09-22
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Algorithm for determining the light response curve parameters for GPP capacity estimation from global observation satellites2015

    • Author(s)
      Kanako Muramatsu, Shinobu Furumi, Motomasa Daigo, Noriko Soyama
    • Organizer
      ISTS 2015
    • Place of Presentation
      神戸,日本
    • Year and Date
      2015-07-04 – 2015-07-10
    • Related Report
      2014 Research-status Report
  • [Presentation] 総生産キャパシティーと気孔開度指標を用いた総生産量推定アルゴリズムの枠組み2015

    • Author(s)
      村松加奈子
    • Organizer
      日本リモートセンシング学会
    • Place of Presentation
      千葉市,千葉大学
    • Year and Date
      2015-06-03
    • Related Report
      2015 Research-status Report
  • [Presentation] 最大光利用効率の季節変化推定アルゴリズム2015

    • Author(s)
      村松加奈子
    • Organizer
      日本リモートセンシング学会
    • Place of Presentation
      千葉市,千葉大学
    • Year and Date
      2015-06-03
    • Related Report
      2015 Research-status Report
  • [Presentation] 全球の総生産キャパシティー推定アルゴリズム~ヨーロッパサイトに着目して~2015

    • Author(s)
      米田詠美,村松加奈子
    • Organizer
      日本リモートセンシング学会
    • Place of Presentation
      千葉市,千葉大学
    • Year and Date
      2015-06-03
    • Related Report
      2015 Research-status Report
  • [Presentation] 総生産キャパシティーと気孔開度指標を用いた総生産量推定アルゴリズムの枠組み2015

    • Author(s)
      村松加奈子
    • Organizer
      日本リモートセンシング学会春季学術講演会
    • Place of Presentation
      千葉大学
    • Year and Date
      2015-06-03
    • Related Report
      2014 Research-status Report
  • [Presentation] 最大光利用効率の季節変化推定アルゴリズム2015

    • Author(s)
      村松加奈子
    • Organizer
      日本リモートセンシング学会春季学術講演会
    • Place of Presentation
      千葉大学
    • Year and Date
      2015-06-03
    • Related Report
      2014 Research-status Report
  • [Presentation] Estimating the seasonal maximum light efficiency2014

    • Author(s)
      Kanako Muramatsu, Shinobu Furumi, Noriko Soyama, Motomasa Daigo
    • Organizer
      SPIE Asis-Pacific remote sensing, 2014
    • Place of Presentation
      Beijing, China
    • Year and Date
      2014-10-15
    • Related Report
      2014 Research-status Report
  • [Presentation] An algorithm of gross primary production capacity from GCOM-C1/SGLI2014

    • Author(s)
      Kanako Muramatsu,Yukiko Mineshita, Noriko Soyama, Motomasa Daigo
    • Organizer
      COSPAR,2014
    • Place of Presentation
      Moscow, Russia
    • Year and Date
      2014-08-05
    • Related Report
      2014 Research-status Report
  • [Presentation] A study of stratified class design for global land cover classification2014

    • Author(s)
      Noriko Soyama, Kanako Muramatsu, Motomasa Daigo, Fumio Ochiai
    • Organizer
      COSPAR,2014
    • Place of Presentation
      Moscow, Russia
    • Year and Date
      2014-08-04
    • Related Report
      2014 Research-status Report
  • [Presentation] An Estimation Method of Capacity of Gross Primary Production from Global Observation Satellite2014

    • Author(s)
      Kanako MURAMATSU, Yukiko MINESHITA, Shinobu FURUMI, Daigo MOTOMASA
    • Organizer
      Asia Oceanin Geosciences Society, 2014
    • Place of Presentation
      Sapporo, Japan
    • Year and Date
      2014-07-30
    • Related Report
      2014 Research-status Report
  • [Presentation] A Method of Distinguishing Forest Types for Global Land Cover Classification Using Multi-angle Satellite Data2014

    • Author(s)
      Noriko SOYAMA, Kanako MURAMATSU, Satomi MANABE, Daigo MOTOMASA, Fumio OCHIAI
    • Organizer
      Asia Oceanin Geosciences Society, 2014
    • Place of Presentation
      Sapporo, Japan
    • Year and Date
      2014-07-30
    • Related Report
      2014 Research-status Report
  • [Presentation] An Estimation Method of Capacity of Gross Primary Production from Global Observation Satellite2014

    • Author(s)
      Kanako Muramatsu, Yukiko Mineshita, Shinobu Furumi, Motomasa Daigo
    • Organizer
      Asia Oceania Geosciences Society, 2014
    • Place of Presentation
      Ryoton Sapporo Hotel, Sapporo, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] An algorithm of gross primary production capacity from GCOM-C1/SGLI2014

    • Author(s)
      Kanako Muramatsu
    • Organizer
      COSPAR, 2014
    • Place of Presentation
      Lomonosov Moscow State University, Moscow,Russia
    • Related Report
      2013 Research-status Report
  • [Presentation] Estimation of global primary production capacity2013

    • Author(s)
      Yukiko Mineshita, Kanako Muramatsu, Motomasa Daigo, Noriko Soyama
    • Organizer
      International symposium on remote sensing, 2013
    • Place of Presentation
      幕張セミナーハウス、千葉
    • Related Report
      2013 Research-status Report
  • [Presentation] 全球の総生産キャパシティ推定アルゴリズムの改良-Shrubに着目して-2013

    • Author(s)
      峯下有紀子、村松加奈子、醍醐元正、曽山典子
    • Organizer
      日本リモートセンシング学会第55回学術講演会
    • Place of Presentation
      日本大学工学部50周年記念会館、福島県郡山市
    • Related Report
      2013 Research-status Report
  • [Presentation] 針葉樹と落葉樹の分光,多方向反射率特性2013

    • Author(s)
      真鍋聡美、村松加奈子、醍醐元正、曽山典子
    • Organizer
      日本リモートセンシング学会第55回学術講演会
    • Place of Presentation
      日本大学工学部50周年記念会館、福島県郡山市
    • Related Report
      2013 Research-status Report
  • [Presentation] 衛星観測による植生/非植生における地表面温度の特徴解析2013

    • Author(s)
      服部由梨、村松加奈子、曽山典子、醍醐元正、落合史生
    • Organizer
      日本リモートセンシング学会第55回学術講演会
    • Place of Presentation
      日本大学工学部50周年記念会館、福島県郡山市
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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