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Toward a theory of higher-order standardization for combinatorial use of earth observation data

Research Project

Project/Area Number 15H02856
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Environmental and ecological symbiosis
Research InstitutionAichi Prefectural University

Principal Investigator

Yoshioka Hiroki  愛知県立大学, 情報科学部, 教授 (40332944)

Co-Investigator(Kenkyū-buntansha) 松岡 真如  高知大学, 教育研究部自然科学系農学部門, 准教授 (50399325)
Research Collaborator OBATA Kenta  
TANIGUCHI Kenta  
MIURA Munenori  
ADACHI Yusuke  
KIKUCHI Ryota  
Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥8,710,000 (Direct Cost: ¥6,700,000、Indirect Cost: ¥2,010,000)
Fiscal Year 2018: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2017: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2016: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2015: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywordsリモートセンシング / 地球観測 / Himawari8 / AHI / MODIS / アイソライン / 放射伝達モデル / Terra / 自然現象観測・予測 / 人工衛星 / 計算工学 / 計測工学 / 事前現象観測・予測
Outline of Final Research Achievements

This study discusses three fundamental factors that induce relative errors in data from Earth observation satellites: spatial resolution, observation geometry, and observation wavelength. The study sought to clarify how these factors influence the intersensor relationship of data products at higher processing levels. In the first half of this study, relationships between two reflectances of different wavelengths were derived. In the second half, the derived relationships were refined to relate spectral vegetation indices (VIs) obtained from two distinct satellite sensors. As a result, a set of analytical formulae were obtained that can be used for standardizing VI data between pairs of sensors.

Academic Significance and Societal Importance of the Research Achievements

人工衛星による地球観測手法は地球全体の環境を長期にわたり把握し,気候変動メカニズムの解明に資する情報を得る手段の1つである.各国研究機関が進めてきた観測プロジェクトは,膨大な量と種類のデータセットの蓄積に繋がった.一方,これらのデータセットは仕様の異なるセンサで観測されたものであり,90年代後半にはデータセット間の連続性および一貫性の重要性が指摘され始めた.本研究の学術的な意義はこれらセンサ仕様差に起因するデータセット間のギャップを埋め蓄積データ全体の精度を高めることに貢献する点にある.観測データの一貫性を高めることは,健全な地球環境の維持に資する取り組みの1つである.

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (29 results)

All 2019 2018 2017 2016 2015

All Journal Article (9 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 9 results,  Open Access: 6 results,  Acknowledgement Compliant: 6 results) Presentation (20 results) (of which Int'l Joint Research: 10 results)

  • [Journal Article] Relative Azimuthal-Angle Matching (RAM): A Screening Method for GEO-LEO Reflectance Comparison in Middle Latitude Forests2019

    • Author(s)
      Adachi Yusuke、Kikuchi Ryota、Obata Kenta、Yoshioka Hiroki
    • Journal Title

      Remote Sensing

      Volume: 11 Issue: 9 Pages: 1095-1095

    • DOI

      10.3390/rs11091095

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 静止気象衛星ひまわり8号・9号とその利用(第12章 植生)2019

    • Author(s)
      本多嘉明, 梶原康司, 松岡真如
    • Journal Title

      気象研究ノート

      Volume: 238 Pages: 147-153

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Approximate Standard Deviation for Estimating the Accuracy of the GNSS-derived Plot Area.2018

    • Author(s)
      Matsuoka Masayuki、Onodera Eiji、Kawakami Toshitsugu、Takano Kazutaka、Kimura Yuzuru
    • Journal Title

      Journal of the Japanese Forest Society

      Volume: 100 Issue: 6 Pages: 193-200

    • DOI

      10.4005/jjfs.100.193

    • NAID

      130007588325

    • ISSN
      1349-8509, 1882-398X
    • Year and Date
      2018-12-01
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effects of the spectral properties of a panchromatic image on pan-sharpening simulated using hyperspectral data2016

    • Author(s)
      Matsuoka, M., Tadono, T. and Yoshioka, H.
    • Journal Title

      International. Journal of Image and Data Fusion

      Volume: 7 Issue: 4 Pages: 339-359

    • DOI

      10.1080/19479832.2016.1218945

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Soil isoline equations in the red-NIR reflectance subspace describe a heterogeneous canopy2016

    • Author(s)
      Kenta Taniguchi, Kenta Obata and Hiroki Yoshioka
    • Journal Title

      Journal of Applied Remote Sensing

      Volume: 10 Issue: 1 Pages: 016013-016013

    • DOI

      10.1117/1.jrs.10.016013

    • Related Report
      2016 Annual Research Report 2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Spectral cross-calibration of VIIRS enhanced vegetation index with MODIS: A case study using year-long global data2016

    • Author(s)
      Kenta Obata, Tomoaki Miura, Hiroki Yoshioka, Alfredo R. Huete, Marco Vargas
    • Journal Title

      Remote Sensing

      Volume: 8 Issue: 1 Pages: 34-34

    • DOI

      10.3390/rs8010034

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Bidirectional reflectance modeling of the geostationary sensor Himawari-8/AHI using a kernel-driven BRDF model2016

    • Author(s)
      Matsuoka, M., Takagi, M., Akatsuka, S., Honda, R., Nonomura, A., Moriya, H., Yoshioka, H.
    • Journal Title

      The ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

      Volume: 印刷中

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Vegetation isoline equations with first-and second-order interaction terms for modeling a canopy-soil system of layers in the red and near-infrared reflectance space2015

    • Author(s)
      Munenori Miura, Kenta Obata, Hiroki Yoshioka
    • Journal Title

      Journal of Applied Remote Sensing

      Volume: 9 Issue: 1 Pages: 095987-095987

    • DOI

      10.1117/1.jrs.9.095987

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] ひまわり8号「日本域」データの幾何精度向上の一手法2015

    • Author(s)
      松岡真如, 本田理恵, 野々村敦子, 守屋 均, 赤塚 慎, 吉岡博貴, 高木方隆
    • Journal Title

      写真測量とリモートセンシング

      Volume: 54 Pages: 280-289

    • NAID

      130005181005

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 中緯度森林地域を対象とした GEO-LEO 反射率間比較における相対方位角の影響に関する研究2019

    • Author(s)
      菊池瞭汰,安達勇介,小畑建太,吉岡博貴
    • Organizer
      計測自動制御学会 第44回リモートセンシングシンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] GNSS測量における面積精度の評価手法の検討2018

    • Author(s)
      松岡 真如, 木村 穣, 高野 一隆, 小野寺 栄治
    • Organizer
      日本写真測量学会 平成30年度秋季学術講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Reflectance comparison between Himawari-8 AHI and Terra MODIS over a forest of Shikoku region2018

    • Author(s)
      Yusuke Adachi; Ryota Kikuchi; Masayuki Matsuoka; Kazuhito Ichii; Hiroki Yoshioka
    • Organizer
      SPIE Asia-Pacific Remote Sensing, 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluating radiometric calibration of ASTER VNIR band with Terra MODIS, Landsat 7 ETM+, and Landsat 8 OLI2018

    • Author(s)
      Kenta Obata; Satoshi Tsuchida; Hiroki Yoshioka
    • Organizer
      SPIE Asia-Pacific Remote Sensing, 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Influences of Soil Line Parameters on Soil Brightness Estimation with Soil Isoline Equations in Red-Nir Reflectance Subspace2018

    • Author(s)
      Taniguchi Kenta、Adachi Yusuke、Obata Kenta、Yoshioka Hiroki
    • Organizer
      IGARSS 2018 IEEE International Geoscience and Remote Sensing Symposium
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ソイルアイソライン方程式にもとづく分類指標に着目したNDVI 相互校正の検討2018

    • Author(s)
      谷口健太,安達勇介,小畑建太,吉岡博貴
    • Organizer
      第43回リモートセンシングシンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Optimization technique of asymmetric-order vegetation isoline equations2017

    • Author(s)
      Miura, M., Obata, K., Taniguchi, K., and Yoshioka, H.
    • Organizer
      Geoscience and Remote Sensing Symposium (IGARSS), 2017 IEEE International
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of the scaling effect present in the relative differences between NDVIs obtained from multiple sensors, based on the soil isoline equation2017

    • Author(s)
      Taniguchi, K., Miura, M., Obata, K., and Yoshioka, H.
    • Organizer
      Geoscience and Remote Sensing Symposium (IGARSS), 2017 IEEE International
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] NDVI 画像における波長依存性低減のための土壌アイソラインにもとづくセンサ変換2017

    • Author(s)
      谷口健太,安達勇介,小畑建太,吉岡博貴
    • Organizer
      日本リモートセンシング学会 第63回(平成29年度秋季)学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ソイルアイソライン方程式にもとづく植生指数NDVIの波長依存性に関する研究2017

    • Author(s)
      谷口健太,三浦宗徳,吉岡博貴,小畑建太
    • Organizer
      第42回リモートセンシングシンポジウム論文集,pp.21-22
    • Place of Presentation
      千葉大学工学部松韻会館(千葉市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 植生愛想ライン方程式に基づく植生変数推定のための逆算アルゴリズムに関する研究2017

    • Author(s)
      今野友紀菜,谷口健太,三浦宗徳,吉岡博貴,小畑建太
    • Organizer
      第42回リモートセンシングシンポジウム論文集,pp.23-24
    • Place of Presentation
      千葉大学工学部松韻会館(千葉市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] ひまわり8号を用いた二方向性反射特性の解析2017

    • Author(s)
      松岡真如, 本田理恵, 高木方隆, 赤塚慎
    • Organizer
      第19回環境リモートリモートセンシングシンポジウム
    • Place of Presentation
      千葉大学けやき会館(千葉市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] ひまわり8号AHI の二方向性反射特性のカーネル型BRDF モデルを用いた解析2017

    • Author(s)
      松岡真如, 本田理恵, 高木方隆, 赤塚慎, 吉岡博貴
    • Organizer
      第25回東京大学生研フォーラム
    • Place of Presentation
      東京大学生産技術研究所(目黒区
    • Related Report
      2016 Annual Research Report
  • [Presentation] Application of vegetation isoline equations for simultaneous retrieval of leaf area index and leaf chlorophyll content using reflectance of red edge band2016

    • Author(s)
      Okuda, K., Taniguchi, K., Miura, M., Obata, K., and Yoshioka, H
    • Organizer
      Proc. SPIE 9975, Remote Sensing and Modeling of Ecosystems for Sustainability XIII, 99750C doi:10.1117/12.2236811
    • Place of Presentation
      San Diego, US
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Soil isoline equation for the range of visible to shortwave infrared in a context of hyperspectral data analysis2016

    • Author(s)
      Taniguchi, K., Obata, K., Matsuoka, M., and Yoshioka, H
    • Organizer
      Proc. SPIE 9975, Remote Sensing and Modeling of Ecosystems for Sustainability XIII, 99750C doi: 10.1117/12.2236811
    • Place of Presentation
      San Diego, US
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation and improvement of geometric accuracy of Himawari-8/AHI "Japan Area" data2015

    • Author(s)
      Matsuoka, M., Nonomura, A., Moriya, H., Honda, R., Yoshioka, H., Akatsuka, S., Takagi, M.
    • Organizer
      36th Asian Conference on Remote Sensing
    • Place of Presentation
      Manila, Philippines
    • Year and Date
      2015-11-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Simulation of Pan-sharpening using hyperspectral data to evaluate the method and band combinations2015

    • Author(s)
      Matsuoka, M., Tadono, T., Yoshioka, H.
    • Organizer
      36th Asian Conference on Remote Sensing
    • Place of Presentation
      Manila, Philippines
    • Year and Date
      2015-11-20
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] パンクロマチック画像の波長特性がパンシャープンの画質に与える影響のシミュレーション2015

    • Author(s)
      松岡真如, 田殿武雄, 吉岡博貴
    • Organizer
      日本写真測量学会平成27年度秋季学術講演会
    • Place of Presentation
      釧路市観光国際交流センター,釧路市
    • Year and Date
      2015-10-31
    • Related Report
      2015 Annual Research Report
  • [Presentation] ひまわり 8 号日本域データの幾何精度の向上2015

    • Author(s)
      松岡真如, 本田理恵, 野々村敦子, 守屋 均, 吉岡博貴, 高木方隆, 赤塚 慎
    • Organizer
      日本写真測量学会平成27年度秋季学術講演会
    • Place of Presentation
      釧路市観光国際交流センター,釧路市
    • Year and Date
      2015-10-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] Evaluation of bias reduction in corss-calibration of NDVI based on soil isoline equations: Comparison with error estimated from signal-to-noise ratio2015

    • Author(s)
      Kenta Taniguchi, Kenta Obata, and Hiroki Yoshioka
    • Organizer
      Proc. Geoscience and Remote Sensing Symposium 2016 IEEE International, pp.625-628
    • Place of Presentation
      Millan, Italy
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2020-03-30  

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