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Evaluation of Yellow Sand Dust in the Vegetation Index Estimated from Satellite-level Data

Research Project

Project/Area Number 10680508
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Environmental dynamic analysis
Research InstitutionKanazawa Institute of Technology

Principal Investigator

KUSAKA Takashi  Kanazawa Institute of Technology, Professor, 工学部, 教授 (20064454)

Co-Investigator(Kenkyū-buntansha) 川田 剛之  金沢工業大学, 工学部, 教授 (70104768)
Project Period (FY) 1998 – 1999
Project Status Completed (Fiscal Year 1999)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 1999: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1998: ¥2,700,000 (Direct Cost: ¥2,700,000)
KeywordsYellow Sand Dust / Vegetation Index / Topographic Effect / NOAA / AVHRR data / ADEOS / POLDER data / Aerosol / Long-range transport / モンテカルロ法 / 黄砂の光学的特性 / モンテカルロシミュレーション / 大気効果 / POLDER画像 / 東アジア / 浮遊粒子
Research Abstract

The yellow sand dust (called "Kosa" in Japan) transported from the deserts in the northern part of China is regarded as the main source of atmospheric aerosols for East Asia in the late winter and spring. The dust particles in the atmosphere have significant effects on retrieving the surface information such as the vegetation index from satellite-level data, because the radiance received by the satellite sensor includes the skylight scattered diffusely by the yellow sand dust.
(1) The distribution of hazy Kosa clouds and the optical properties of yellow sand dust were estimated, using ADEOS/POLDER data taken on April 12 and 13, 1997.
The transport paths and the global mass distribution of yellow sand dust were estimated by means of the long-range transport simulation of dust particles. The result of the long-range transport simulation shows that the regions of the high concentration of yellow sand over the Sea of Japan obtained from the simulation almost correspond to the hazy Kosa regio … More ns appeared in the POLDER image. At several points selected from the hazy regions in the POLDER image, the observed reflectance's were compared with those obtained from the multiple scattering processes of light in the atmosphere-ocean system. As a result, it was found that at the 565nm channel, the refractive index of yellow sand dust is in the range from 1.45 to 1.6, and the optical thickness of atmosphere τ(565nm) is 0.42 to 0.56.
(2) Topographic effects included in one pixel of NOAA/AVHRR data were evaluated.
In the remote sensing of mountainous terrain, the radiance received by the AVHRR sensor is affected by the occlusion by adjacent terrain and the shadow cast by adjacent terrain. In this study, the radiance variation caused by the occlusion and shadow will be called a topographic effect. The Monte Carlo method was used to evaluate topographic effects. The 50m-mesh digital terrain model was used as the ground surface. The ratio, R, of the radiance received in rugged terrain to that in the flat terrain was computed. The following results were obtained. At the visible channel (Ch1) of AVHRR data, the value of R is larger than 0.9, not depending on the roughness of the surface. At the near infrared channel (Ch2), the value of R changes from 0.85 to 1.0, depending on the roughness of the surface when the viewing angles is smaller than 40 degrees. This indicates that the topographic effect included in AVHRR data is not so much significant. Less

Report

(3 results)
  • 1999 Annual Research Report   Final Research Report Summary
  • 1998 Annual Research Report
  • Research Products

    (21 results)

All Other

All Publications (21 results)

  • [Publications] T.Kusaka, T.Ema & N.Taniguchi: "Extraction of optical properties of yellow sand dust from satellite-level data over East Asia"IEEE Proc. of IGARSS'98. IGARSS'98 CD-ROM. (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] T.Kusaka, T.Ema & N.Murata: "The identification of yellow sand dust on satellite-level data over East Asia using long-range transport models & polarization measurements"ISPRS Commission VII Symposium. XXXII. 439-442 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] T.Kusaka & Y.Niitsu: "Estimation of the BRDF of the earth surface from ADEOS/POLDER data"IEEE Proc. of IGARSS'99. II. 1448-1450 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 日下,江間: "長距離輸送モデルと衛星画像を利用した黄砂分布の抽出"材料と環境討論会講演集,腐食防食協会. 特1-特7 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 瀬間,日下: "山岳地形における植生指数に及ぼす地形および大気の影響評価"11-14 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 瀬間,日下: "山岳地形のNOAA/AVHRRデータに及ぼす地形および大気の影響評価"日本リモートセンシング学会学術講演会論文集. 27-28 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] T.Kusaka, et al.: "Extraction of optical properties of yellow sand dust from satellite-level data over East Asia"IEEE proc.of IGARSS'98, IGARSS98-CD-ROM. (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] T.Kusaka et al.: "The identification of yellow sand dust on satellite-level data over East Asia using long-range transport models and polarization measurements"Proc.ISPRS Commision VII Symposium, Vol. XXXII , part. 7. 439-442 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] T.Kusaka and Y.Niitsu: "Estimation of the BRDF of the earth surface form ADEOS/POLDER data"IEEE Proc.of IGARSS'99. II. 1448-1450 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] T.Kusaka, M.Kodama and H.Shibata: "Extraction of the distribution of yellow sand dust and its optical properties from ADEOS/POLDER data"Appeared in IAPRS, Vol.XXXII, Amsterdam. (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] T.Kusaka and T.Sema: "Correction of topographic effects for the vegetation index obtained from NOAA/AVHRR data"Appeared in IEEE Proc.of IGARSS. (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] T.Kusaka & Y.Niitsu: "Estimation of the BRDF of the earth surface from ADEOS/POLDER data"IEEE Proc.of IGARSS'99. II. 1448-1450 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 児玉,村田,乾,日下: "長距離シミュレーションを利用した人工衛星画像上における黄砂分布の推定"Proc.the Joint Conference of JSPRS and RSSJ. 257-259 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 柴田,広浜,日下: "ADEOS/POLDERデータによる黄砂の光学的特性の推定"日本リモートセンシング学会学術講演会論文集. 35-36 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 児玉,日下: "ADEOS/POLDERデータと長距離輸送シミュレーションを利用した黄砂分布の推定"日本リモートセンシング学会学術講演会論文集. 37-38 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 瀬間,日下: "山岳地形における植生指数に及ぼす地形および大気の影響評価"日本写真測量学会学術講演会発表論文集. 11-14 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 瀬間,日下: "山岳地形のNOAA/AVHRRデータに及ぼす地形および大気の影響評価"日本リモートセンシング学会学術講演会論文集. 27-28 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 村田,児玉,日下: "ADEOS/POLDER画像における黄砂分布の推定" 日本写真測量学会秋季学術講演会論文集. 167-170 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 日下,江間: "長距離輸送モデルと衛星画像を利用した黄砂分布の抽出" 材料と環境討論会講演集,腐食防食協会. 特1-特7 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] T.Kusaka,T.Ema & N.Taniguchi: "Extraction of optical properties of yellow sand dust from satellite-level data over East Asia" IEEE Proc.of IGARSS'98,IGARSS98 CD-ROM. (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] T.Kusaka,T.Ema & N.Murata: "The identification of yellow sand dust on satellite-level data over East Asia using long-range transport models and polarization measurements" Proc.ISPRS Commission VII Symposium. XXXII. 439-442 (1998)

    • Related Report
      1998 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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