Improved Dust Detection over East Asia Using Geostationary Satellite Data

被引:0
|
作者
Yu-Rim Shin
Eun-Ha Sohn
Ki-Hong Park
Geun-Hyeok Ryu
Soobong Lee
Seon-Young Lee
Na-Yeon Park
机构
[1] Korea Meteorological Administration,Satellite Analysis Division, National Meteorological Satellite Center
[2] Korea Meteorological Administration,Numerical Data Application Division, Numerical Modeling Center
关键词
Asian dust; Dust detection algorithm; Himawari-8; Infrared channel; BTD;
D O I
暂无
中图分类号
学科分类号
摘要
This paper presents an improved algorithm, based on the D*-parameter, for dust detection over the East Asian region using brightness temperature differences (BTDs) between the infrared channels of the Advanced Himawari Imager (AHI) onboard Himawari-8. The developed algorithm defines a dust index in the form of the ratio of BTDs: BTD between the 10.4 μm and 12.4 μm channels (BTD10.4–12.4) to that between the 8.6 μm and 10.4 μm channels (BTD8.6–10.4). To identify dust with this index, threshold values were determined empirically. A masking technique using the BTD8.6–10.4 was utilized in the dust index to mitigate the problem of detecting clear-sky deserts and fog over the ocean as dust. BTD8.6–10.4 was analyzed for dust, clear-sky desert, and fog over the ocean cases during 2017 and 2018 with this method. Fog over the ocean and clear-sky desert were distinguished by the criteria of BTD8.6–10.4 > −1.1 K and BTD8.6–10.4 > −1 K, respectively. Based on these thresholds, the influence of fog over the ocean and clear-sky desert was filtered out. The results showed that the dust area was qualitatively consistent with RGB images and ground observation data. Comparison with the AERONET aerosol optical depth (AOD) demonstrated that the D*-parameter was exponentially proportional to AOD, and the correlation coefficient between them was approximately 0.6. The improved Asian Dust detection algorithm can be applied to the monitoring of dust dispersion and movement and also serve as a quantitative indicator of Asian Dust.
引用
收藏
页码:787 / 798
页数:11
相关论文
共 50 条
  • [31] Analysis of Dust Aerosol Retrievals Using Satellite Data in Central Asia
    Li, Longlei
    Sokolik, Irina N.
    ATMOSPHERE, 2018, 9 (08):
  • [32] Aerosol model evaluation using two geostationary satellites over East Asia in May 2016
    Goto, Daisuke
    Kikuchi, Maki
    Suzuki, Kentaroh
    Hayasaki, Masamitsu
    Yoshida, Mayumi
    Nagao, Takashi M.
    Choi, Myungje
    Kim, Jhoon
    Sugimoto, Nobuo
    Shimizu, Atsushi
    Oikawa, Eiji
    Nakajima, Teruyuki
    ATMOSPHERIC RESEARCH, 2019, 217 : 93 - 113
  • [33] Near-real-time hourly PM2.5 prediction over East Asia using geostationary satellite products and machine learning
    Lee, Jeewoo
    Cho, Yeseul
    Lee, Seoyoung
    Kim, Jhoon
    Park, Young-Je
    ATMOSPHERIC ENVIRONMENT, 2024, 334
  • [34] Enhancing ozone nowcasting over East Asia using a data-to-data translation approach with observations from a geostationary environment monitoring spectrometer
    Oh, Seong-Taek
    Park, Jeong-Eun
    Jeong, Jaehoon
    Hong, Sungwook
    ATMOSPHERIC POLLUTION RESEARCH, 2024, 15 (04)
  • [35] Detection of burned areas using geostationary satellite data in tropical environments.
    Boschetti, L
    Brivio, PA
    Gregoire, JM
    REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY II, 2001, 4171 : 156 - 165
  • [36] Cloud phase detection algorithm for geostationary satellite data
    Liu Jian
    Li Yun
    JOURNAL OF INFRARED AND MILLIMETER WAVES, 2011, 30 (04) : 322 - 327
  • [37] Cloud phase detection algorithm for geostationary satellite data
    Liu J.
    Li Y.
    Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves, 2011, 30 (04): : 322 - 327
  • [38] An Overview of Mineral Dust Modeling over East Asia
    Chen, Siyu
    Huang, Jianping
    Qian, Yun
    Zhao, Chun
    Kang, Litai
    Yang, Ben
    Wang, Yong
    Liu, Yuzhi
    Yuan, Tiangang
    Wang, Tianhe
    Ma, Xiaojun
    Zhang, Guolong
    JOURNAL OF METEOROLOGICAL RESEARCH, 2017, 31 (04) : 633 - 653
  • [39] An Overview of Mineral Dust Modeling over East Asia
    Siyu CHEN
    Jianping HUANG
    Yun QIAN
    Chun ZHAO
    Litai KANG
    Ben YANG
    Yong WANG
    Yuzhi LIU
    Tiangang YUAN
    Tianhe WANG
    Xiaojun MA
    Guolong ZHANG
    JournalofMeteorologicalResearch, 2017, 31 (04) : 633 - 653
  • [40] An overview of mineral dust modeling over East Asia
    Siyu Chen
    Jianping Huang
    Yun Qian
    Chun Zhao
    Litai Kang
    Ben Yang
    Yong Wang
    Yuzhi Liu
    Tiangang Yuan
    Tianhe Wang
    Xiaojun Ma
    Guolong Zhang
    Journal of Meteorological Research, 2017, 31 : 633 - 653