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Inter calibration of earth observation data for accuracy improvement in prediction of global warming

Research Project

Project/Area Number 21510019
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Environmental dynamic analysis
Research InstitutionAichi Prefectural University

Principal Investigator

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

Project Period (FY) 2009 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywordsリモートセンシング / vegetation index / inter-calibration / cross calibration / vegetation isoline / soil isoline / resolution transfer / scaling effect / 植生指数 / 相対校正 / 解像度依存性
Research Abstract

Multi-year to -decadal observation records are often required to detect changes that have occurred or are occurring, and to identify trends and causes of those changes. Differences in sensor specifications, however, cause discrepancies between observation records by two sensors. These biases should be minimized by conducting inter-sensor calibration. The objective of this study is to perform analytical investigations to overcome the difficulties. This study has clarified influences caused by differences in spatial resolution, spectral band-pass filter, and observation geometries, which are beneficial to long-term earth observation record.

Report

(5 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (68 results)

All 2012 2011 2010 2009

All Journal Article (13 results) (of which Peer Reviewed: 13 results) Presentation (55 results)

  • [Journal Article] Scaling effects in area-averaged values of two-band spectral vegetation indices represented in a general form2012

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

      Journal of Applied Remote Sensing

      Volume: vol. 6 Issue: 1 Pages: 17-17

    • DOI

      10.1117/1.jrs.6.063585

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Derivation of relationships between spectral vegetation indices from multiple sensors based on vegetation isolines2012

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

      Remote Sensing

      Volume: 4(3) Issue: 3 Pages: 583-597

    • DOI

      10.3390/rs4030583

    • Related Report
      2012 Annual Research Report 2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Scaling effect of area-averaged NDVI: Monotonicity along the spatial resolution2012

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

      Remote Sensing

      Volume: 4(1) Issue: 1 Pages: 160-179

    • DOI

      10.3390/rs4010160

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of the scaling effects in the area-averaged fraction of vegetation cover retrieved using an NDVI-isoline-based linear mixture model2012

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

      Remote Sensing

      Volume: 4(7) Issue: 7 Pages: 2156-2160

    • DOI

      10.3390/rs4072156

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comparison of the noise robustness of FVC retrieval algorithms based on linear mixture models2011

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

      Remote Sensing

      Volume: 3(7) Issue: 7 Pages: 1344-1364

    • DOI

      10.3390/rs3071344

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Relationships between errors propagated in fraction of vegetation cover by algorithms based on a two-endmember linear mixture model2010

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

      Remote Sensing

      Volume: 2(12) Issue: 12 Pages: 2680-2699

    • DOI

      10.3390/rs2122680

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Inter-algorithm relationships for the estimation of the fraction of vegetation cover based on a two endmember linear mixture model with the VI constraint2010

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

      Remote Sensing

      Volume: 2(7) Issue: 7 Pages: 1680-1701

    • DOI

      10.3390/rs2071680

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Soil line influences on two-band vegetation indices and vegetation isolines: A numerical study2010

    • Author(s)
      Hiroki Yoshioka, Tomoaki Miura, Jose A. M. Dematte, Karim Batchily and Alfredo R. Huete
    • Journal Title

      Remote Sensing

      Volume: 2(2) Issue: 2 Pages: 545-561

    • DOI

      10.3390/rs2020545

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Inter-Algorithm Relationships for the Estimation of the Fraction of Vegetation Cover Based on a Two Endmember Linear Mixture Model with the VI Constraint2010

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

      Remote Sensing

      Volume: 2 Pages: 1680-1701

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Relationships Between Errors Propagated in Fraction of Vegetation Cover by Algorithms Based on a Two-Endmember Linear Mixture Model2010

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

      Remote Sensing

      Volume: 2 Pages: 2680-2699

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Soil Line Influences on Two-Band Vegetation Indices and Vegetation Isolines : A Numerical Study2010

    • Author(s)
      Hiroki Yoshioka, et al.
    • Journal Title

      Remote Sensing

      Volume: 2 Pages: 842-857

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Derivation of soil line influence on two-band vegetation indices and vegetation isolines2009

    • Author(s)
      Hiroki Yoshioka, Tomoaki Miura, Jose A. M. Dematte, Karim Batchily and Alfredo R. Huete
    • Journal Title

      Remote Sensing

      Volume: 1(4) Issue: 4 Pages: 842-857

    • DOI

      10.3390/rs1040842

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Derivation of Soil Line Influence on Two-Band Vegetation Indices and Vegetation Isolines2009

    • Author(s)
      Hiroki Yoshioka, et al.
    • Journal Title

      Remote Sensing

      Volume: 1 Pages: 545-561

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Inter-sensor NDVI relationships based on analytical relationships of soil isolines2012

    • Author(s)
      Kenta Taniguchi, Kenta Obata, and Hiroki Yoshioka
    • Organizer
      IEEE IGARSS'12
    • Place of Presentation
      Munich, Germany
    • Related Report
      2012 Final Research Report
  • [Presentation] Scaling effect of area-averaged NDVI derived from ALOS-AVNIR2 data2012

    • Author(s)
      Masayuki Matsuoka, Kenta Obata, and Hiroki Yoshioka
    • Organizer
      IEEE IGARSS'12
    • Place of Presentation
      Munich, Germany
    • Related Report
      2012 Final Research Report
  • [Presentation] Comparison of scaling effects in fraction of vegetation cover between algorithms based on linear mixture model using VI2012

    • Author(s)
      Kenta Obata, Hiroki Yoshioka, and Tomoaki Miura
    • Organizer
      IEEE IGARSS'12
    • Place of Presentation
      Munich, Germany
    • Related Report
      2012 Final Research Report
  • [Presentation] Analysis of error in fraction of vegetation cover propagated from band-correlated errors in endmember spectra2012

    • Author(s)
      Hiroki Yoshioka, Kenta Obata, and Yasuhiro Ikuta
    • Organizer
      IEEE IGARSS'12
    • Place of Presentation
      Munich, Germany
    • Related Report
      2012 Final Research Report
  • [Presentation] Derivations of inter-sensor NDVI relationships based on soil isoline equations2012

    • Author(s)
      Kenta Taniguchi, Kenta Obata, and Hiroki Yoshioka
    • Organizer
      G 空間 EXPO 学生フォーラム
    • Place of Presentation
      横浜
    • Related Report
      2012 Final Research Report
  • [Presentation] マルチスペクトルデータを用いてパンシャープン処理したハイパースペクトルデータの分光特性の評価2012

    • Author(s)
      松岡真如,吉岡博貴
    • Organizer
      第53回日本リモートセンシング学会学術講演会論文集
    • Place of Presentation
      東京
    • Related Report
      2012 Final Research Report
  • [Presentation] ALOS/AVNIR-2 を用いた NDVI の解像度依存性に関する数値実験2012

    • Author(s)
      松岡 真如 , 吉岡博貴 , 小 畑 建 太
    • Organizer
      平成 24 年次日本写真測量学会学術講演会
    • Place of Presentation
      東京
    • Related Report
      2012 Final Research Report
  • [Presentation] Parametric representation of soil isoline equation and its accuracy estimation in red-NIR reflectance space2012

    • Author(s)
      Kenta Taniguchi, Yasuhiro Ikuta, Kenta Obata, Masayuki Matsuoka, and Hiroki Yoshioka
    • Organizer
      Proc. SPIE 8524, Land Surface Remote Sensing, 85241J
    • Place of Presentation
      Kyoto, Japa
    • Related Report
      2012 Annual Research Report
  • [Presentation] Influences of band-correlated noise on FVC by VI-isoline based LMM: characteristic behavior of propagated error2012

    • Author(s)
      Yasuhiro Ikuta, Kenta Taniguchi, Kenta Obata, Masayuki Matsuoka, and Hiroki Yoshioka
    • Organizer
      Proc. SPIE 8524, Land Surface Remote Sensing, 85241K
    • Place of Presentation
      Kyoto, Japa
    • Related Report
      2012 Annual Research Report
  • [Presentation] Quality evaluation of pansharpened hyperspectral images generated using multispectral images2012

    • Author(s)
      Masayuki Matsuoka, and Hiroki Yoshioka
    • Organizer
      Multispectral, Hyperspectral, and Ultraspectral Remote Sensing Technology IV
    • Place of Presentation
      Kyoto, Japa
    • Related Report
      2012 Annual Research Report
  • [Presentation] Inter-sensor NDVI relationships based on analytical relationships of soil isolines2012

    • Author(s)
      Kenta Taniguchi, Kenta Obata, and Hiroki Yoshioka
    • Organizer
      IEEE IGARSS’12
    • Place of Presentation
      Munich, Germany
    • Related Report
      2012 Annual Research Report
  • [Presentation] Scaling effect of area-averaged NDVI derived from ALOS-AVNIR2 data2012

    • Author(s)
      Masayuki Matsuoka, Kenta Obata, and Hiroki Yoshioka
    • Organizer
      IEEE IGARSS’12
    • Place of Presentation
      Munich, Germany
    • Related Report
      2012 Annual Research Report
  • [Presentation] Comparison of scaling effects in fraction of vegetation cover between algorithms based on linear mixture model using VI2012

    • Author(s)
      Kenta Obata, Hiroki Yoshioka, and Tomoaki Miura
    • Organizer
      IEEE IGARSS’12
    • Place of Presentation
      Munich, Germany
    • Related Report
      2012 Annual Research Report
  • [Presentation] Analysis of error in fraction of vegetation cover propagated from band-correlated errors in endmember spectra2012

    • Author(s)
      Hiroki Yoshioka, Kenta Obata, and Yasuhiro Ikuta
    • Organizer
      IEEE IGARSS’12
    • Place of Presentation
      Munich, Germany
    • Related Report
      2012 Annual Research Report
  • [Presentation] マルチスペクトルデータを用いてパンシャープン処理したハイパースペクトルデータの分光特性の評価2012

    • Author(s)
      松岡真如,吉岡博貴
    • Organizer
      第 53 回日本リモートセンシング学会学術講演会論文集
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] ALOS/AVNIR-2を用いたNDVIの解像度依存性に関する数値実験2012

    • Author(s)
      松岡真如,吉岡博貴,小畑建太
    • Organizer
      平成24年次日本写真測量学会学術講演会
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] 植生指数を用いた線形混合モデルに基づく緑被率の解像度依存性に関する手法間比較2011

    • Author(s)
      小畑建太, 吉岡博貴
    • Organizer
      日本リモートセンシング学会第51回(秋季)学術講演会
    • Place of Presentation
      弘前
    • Year and Date
      2011-11-11
    • Related Report
      2011 Annual Research Report
  • [Presentation] Soil Isoline Equation in Red-NIR Reflectance Space for Cross Calibration of NDVI Between Sensors2011

    • Author(s)
      Hiroki Yoshioka, Kenta Obata
    • Organizer
      Proc.Geoscience and Remote Sensing Symposium 2011 IEEE International, pp.3082-3085
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2011-07-24
    • Related Report
      2011 Annual Research Report
  • [Presentation] Influence of Endmember Spectra on Scaling Effect of Vegetation Cover Estimation with NDVI2011

    • Author(s)
      Kenta Obata, Hiroki Yoshioka
    • Organizer
      Proc.Geoscience and Remote Sensing Symposium 2011 IEEE International, pp.2919-2922
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2011-07-24
    • Related Report
      2011 Annual Research Report
  • [Presentation] NDVIを用いた緑被率推定値の解像度依存性を解消するエンドメンバー対の存在2011

    • Author(s)
      小畑建太, 吉岡博貴
    • Organizer
      日本リモートセンシング学会第50回(春季)学術講演会
    • Place of Presentation
      東京
    • Year and Date
      2011-05-27
    • Related Report
      2011 Annual Research Report
  • [Presentation] Relationship of Propagated Error in Fraction of Vegetation Cover Among the Retrieval Algorithms Based on Linear Mixture Model2011

    • Author(s)
      Hiroki Yoshioka, Kenta Obata
    • Organizer
      Proc.34-th International Symposium on Remote Sensing of Environment
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2011-04-14
    • Related Report
      2011 Annual Research Report
  • [Presentation] On the Resolution Transfer Sequence that Results in Monotonic Changes of Area-Averaged Two-Band Spectral Vegetation Indices2011

    • Author(s)
      Kenta Obata, Hiroki Yoshioka
    • Organizer
      Proc.34-th International Symposium on Remote Sensing of Environment
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2011-04-14
    • Related Report
      2011 Annual Research Report
  • [Presentation] Monotonicity of Two-Band Spectral Vegetation Index in General Form Under a Two-Endmember Linear Mixture Model2011

    • Author(s)
      Kenta Obata, Hiroki Yoshioka
    • Organizer
      Proc.34-th International Symposium on Remote Sensing of Environment
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2011-04-14
    • Related Report
      2011 Annual Research Report
  • [Presentation] 緑被率推定値の解像度依存性理論とその検証2011

    • Author(s)
      小畑建太, 吉岡博貴
    • Organizer
      第18回リモートセンシングフォーラム
    • Place of Presentation
      千葉大学
    • Year and Date
      2011-02-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] Soil isoline equation in red-NIR reflectance space for cross calibration of NDVI between sensors2011

    • Author(s)
      Hiroki Yoshioka and Kenta Obata
    • Organizer
      IEEE IGARSS'11
    • Place of Presentation
      Vancouver, Canada
    • Related Report
      2012 Final Research Report
  • [Presentation] Influence of endmember spectra on scaling effect of vegetation cover estimation with NDVI2011

    • Author(s)
      Kenta Obata, and Hiroki Yoshioka
    • Organizer
      IEEE IGARSS'11
    • Place of Presentation
      Vancouver, Canada
    • Related Report
      2012 Final Research Report
  • [Presentation] Relationship of propagated error in fraction of vegetation cover among the retrieval algorithms based on linear mixture model2011

    • Author(s)
      Hiroki Yoshioka and Kenta Obata
    • Organizer
      Proc. 34-th International Symposium of Remote Sensing of Environment
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2012 Final Research Report
  • [Presentation] On the resolution transfer sequence that results in monotonic changes of area-averaged two-band spectral vegetation indices2011

    • Author(s)
      Kenta Obata and Hiroki Yoshioka
    • Organizer
      Proc. 34-th International Symposium of Remote Sensing of Environment
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2012 Final Research Report
  • [Presentation] Monotonicity of two-band spectral vegetation index in general form under a two-endmember linear mixture model2011

    • Author(s)
      Kenta Obata and Hiroki Yoshioka
    • Organizer
      Proc. 34-th International Symposium of Remote Sensing of Environment
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2012 Final Research Report
  • [Presentation] 植生指数を用いた線形混合モデルに基づく緑被率の解像度依存性に関する手法間比較2011

    • Author(s)
      小畑建太,吉岡博貴
    • Organizer
      第51回日本リモートセンシング学会学術講演会論文集
    • Place of Presentation
      弘前
    • Related Report
      2012 Final Research Report
  • [Presentation] NDVI を用いた緑被率推定値の解像度依存性を解消するエンドメンバー対の存在2011

    • Author(s)
      小畑建太,吉岡博貴
    • Organizer
      第50回日本リモートセンシング学会学術講演会論文集
    • Place of Presentation
      東京
    • Related Report
      2012 Final Research Report
  • [Presentation] Spectral and spatial compatibility analysis of multi-sensor vegetation indices using EO-1 Hyperion data2011

    • Author(s)
      Tomoaki Miura and Hiroki Yoshioka
    • Organizer
      第50回日本リモートセンシング学会学術講演会論文集
    • Place of Presentation
      東京
    • Related Report
      2012 Final Research Report
  • [Presentation] 緑被率推定値の解像度依存性理論とその検証2011

    • Author(s)
      小畑建太,吉岡博貴
    • Organizer
      第18回リモートセンシングフォーラム資料
    • Place of Presentation
      千葉
    • Related Report
      2012 Final Research Report
  • [Presentation] 反射スペクトルの不確定性に起因する緑被率推定誤差の手法間関係式の導出2010

    • Author(s)
      小畑建太, 吉岡博貴
    • Organizer
      日本リモートセンシング学会第49回(秋季)学術講演会
    • Place of Presentation
      鹿児島大学
    • Year and Date
      2010-10-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] Inter-Algorithm Relationships for Retrievals of Fraction of Vegetation Cover in a Framework of Linear Mixture Model2010

    • Author(s)
      Obata, K., Yoshioka, H
    • Organizer
      Proc.ISPRS TC VIII Symposium 2010
    • Place of Presentation
      国立京都国際会館(in CD-ROM, 6 pages)
    • Year and Date
      2010-08-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] Error Bounds of Area-Averaged NDVI Induced by Differences in Spatial Resolution Under a Multiple-Endmember Linear Mixture Model2010

    • Author(s)
      Obata, K., Yoshioka, H
    • Organizer
      Proc.ISPRS TC VIII Symposium 2010
    • Place of Presentation
      国立京都国際会館(in CD-ROM, 6 pages)
    • Year and Date
      2010-08-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] Vegetation Isoline Equations for Atmosphere-Canopy-Soil System of Layer with Second Order Interaction Term2010

    • Author(s)
      Miura, M., Obata, K., Yoshioka, H.
    • Organizer
      Proc.SPIE, vol.7809, 780906, 7 pages, DOI:10.1117/12.860432
    • Place of Presentation
      San Diego, CA
    • Year and Date
      2010-08-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] Scaling Effect of Fraction of Vegetation Cover Retrieved by Algorithms based on Linear Mixture Model2010

    • Author(s)
      Obata, K., Miura, M., Yoshioka, H
    • Organizer
      Proc.SPIE, vol.7809, 780905, 9 pages, DOI : 10.11 17/12.860440
    • Place of Presentation
      San Diego, CA
    • Year and Date
      2010-08-02
    • Related Report
      2009 Annual Research Report
  • [Presentation] Vegetation Isoline Equations for Analysis of Hyper-Spectral Data with Higher Order Interaction Terms2010

    • Author(s)
      Miura, M., Obata, K., Yoshioka, H
    • Organizer
      Proc.Geoscience and Remote Sensing Symposium 2010 IEEE International, pp.1031-1034
    • Place of Presentation
      Honolulu, HI, USA
    • Year and Date
      2010-07-26
    • Related Report
      2010 Annual Research Report
  • [Presentation] Parallel Implementation of Unmixing Algorithm for Variable-Endmember Linear Mixture Model2010

    • Author(s)
      Takahashi, N., Obata, K., Iwamaru, M., Yoshioka, H
    • Organizer
      Proc.Geoscience and Remote Sensing Symposium 2010 IEEE International, pp.967-970
    • Place of Presentation
      Honolulu, HI
    • Year and Date
      2010-07-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] 線形混合モデルにもとづく緑被率推定値(領域平均値)の解像度依存性2010

    • Author(s)
      小畑建太, 吉岡博貴
    • Organizer
      日本リモートセンシング学会第48回(春季)学術講演会
    • Place of Presentation
      産業技術総合研究所
    • Year and Date
      2010-05-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] 線形混合モデルに基づくNDVIの解像度依存性:エンドメンバー数の影響について2010

    • Author(s)
      小畑建太, 三浦宗徳, 吉岡博貴
    • Organizer
      第17回リモートセンシングフォーラム
    • Place of Presentation
      首都大学東京・秋葉原
    • Year and Date
      2010-03-01
    • Related Report
      2009 Annual Research Report
  • [Presentation] 高次の相互作用を考慮した反射率間関係式の導出2010

    • Author(s)
      三浦宗徳, 小畑建太, 吉岡博貴
    • Organizer
      第17回リモートセンシングフォーラム
    • Place of Presentation
      首都大学東京・秋葉原
    • Year and Date
      2010-03-01
    • Related Report
      2009 Annual Research Report
  • [Presentation] Vegetation isoline equations for atmosphere-canopy-soil system of layer with second order interaction term2010

    • Author(s)
      Munenori Miura, Kenta Obata, and Hiroki Yoshioka
    • Organizer
      Proc. SPIE
    • Place of Presentation
      San Diego, USA
    • Related Report
      2012 Final Research Report
  • [Presentation] Scaling effect of fraction of vegetation cover retrieved by algorithms based on linear mixture model2010

    • Author(s)
      Kenta Obata, Munenori Miura, and HirokiYoshioka
    • Organizer
      Proc. SPIE
    • Place of Presentation
      San Diego, USA
    • Related Report
      2012 Final Research Report
  • [Presentation] Error bounds of area-averaged NDVI induced by differences in spatial resolution under a multiple-endmember linear mixture model2010

    • Author(s)
      Kenta Obata and Hiroki Yoshioka
    • Organizer
      Proc. ISPRS TC VIII Symp
    • Place of Presentation
      Kyoto, Japan
    • Related Report
      2012 Final Research Report
  • [Presentation] Inter-algorithm relationships for retrievals of fraction of vegetation cover in a framework of linear mixture model2010

    • Author(s)
      Kenta Obata and Hiroki Yoshioka
    • Organizer
      Proc. ISPRS TC VIII Symp
    • Place of Presentation
      Kyoto, Japan
    • Related Report
      2012 Final Research Report
  • [Presentation] Vegetation isoline equations for analysis of hyper-spectral data with higher order interaction terms2010

    • Author(s)
      Munenori Miura, Kenta Obata, and Hiroki Yoshioka
    • Organizer
      IEEE IGARSS'10
    • Place of Presentation
      Hawaii, USA
    • Related Report
      2012 Final Research Report
  • [Presentation] Parallel implementation of unmixing algorithm for variable-endmember linear mixture model2010

    • Author(s)
      Naoki Takahashi, Kenta Obata, Masaki Iwamura, and Hiroki Yosihoka
    • Organizer
      IEEE IGARSS'10
    • Place of Presentation
      Hawaii, USA
    • Related Report
      2012 Final Research Report
  • [Presentation] 反射スペクトルの不確定性に起因する緑被率推定誤差の手法間関係式の導出2010

    • Author(s)
      小畑建太, 吉岡博貴
    • Organizer
      第49回日本リモートセンシング学会学術講演会論文集
    • Place of Presentation
      鹿児島
    • Related Report
      2012 Final Research Report
  • [Presentation] 線形混合モデルにもとづく緑被率推定値(領域平均値)の解像度依存性2010

    • Author(s)
      小畑建太, 吉岡博貴
    • Organizer
      第48回日本リモートセンシング学会学術講演会論文集
    • Place of Presentation
      つくば
    • Related Report
      2012 Final Research Report
  • [Presentation] 線形混合モデルに基づく NDVI の解像度依存性:エンドメンバー数の影響について2010

    • Author(s)
      小畑建太,三浦宗徳, 吉岡博貴
    • Organizer
      第17回リモートセンシングフォーラム資料
    • Place of Presentation
      東京
    • Related Report
      2012 Final Research Report
  • [Presentation] 高次の相互作用を考慮した反射率間関係式の導出2010

    • Author(s)
      三浦宗徳,小畑建太, 吉岡博貴
    • Organizer
      第17回リモートセンシングフォーラム資料
    • Place of Presentation
      第17回リモートセンシングフォーラム資料
    • Related Report
      2012 Final Research Report
  • [Presentation] NDVI領域平均値の解像度依存性:空間解像度変化に伴う単調性について2009

    • Author(s)
      小畑建太, 和田貴裕, 吉岡博貴
    • Organizer
      日本リモートセンシング学会第47回(秋季)学術講演会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2009-11-27
    • Related Report
      2009 Annual Research Report
  • [Presentation] NDVI領域平均値の解像度依存性:空間解像度に伴う単調性について2009

    • Author(s)
      小畑建太,和田貴裕,吉岡博貴
    • Organizer
      日本リモートセンシング学会第47回学術講演会論文集
    • Place of Presentation
      名古屋大学
    • Related Report
      2012 Final Research Report

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Published: 2009-04-01   Modified: 2019-07-29  

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