• Journal of Infrared and Millimeter Waves
  • Vol. 39, Issue 2, 251 (2020)
Gen WANG1、2, Dong-Yong WANG1、*, and Rong WU3
Author Affiliations
  • 1Anhui Meteorological Observatory, Key Lab. of Strong Weather Analysis and Forecast, Hefei 23003, China
  • 2Anhui Institute of Meteorological ,Anhui Key Lab. of Atmospheric Science and Satellite Remote Sensing, Hefei30031, China
  • 3Anhui Climate Center, Hefei 2001, China
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    DOI: 10.11972/j.issn.1001-9014.2020.02.013 Cite this Article
    Gen WANG, Dong-Yong WANG, Rong WU. Application study of Himawari-8/AHI infrared spectral data on precipitation signal recognition and retrieval[J]. Journal of Infrared and Millimeter Waves, 2020, 39(2): 251 Copy Citation Text show less
    Weight function of H8/AHI channel 7 to 16 based on RTTOV model
    Fig. 1. Weight function of H8/AHI channel 7 to 16 based on RTTOV model
    Area Coverage of Anhui zone and Huaihe river basin
    Fig. 2. Area Coverage of Anhui zone and Huaihe river basin
    Comparison of radiance characteristics for precipitation and non-precipitation FOVs, average brightness temperature of H8/AHI(left) and brightness temperature gradient (right)
    Fig. 3. Comparison of radiance characteristics for precipitation and non-precipitation FOVs, average brightness temperature of H8/AHI(left) and brightness temperature gradient (right)
    Probability density distribution of GPM precipitation (left) and mean changes of infrared spectral brightness temperature of H8/AHI in different precipitation grades(right)
    Fig. 4. Probability density distribution of GPM precipitation (left) and mean changes of infrared spectral brightness temperature of H8/AHI in different precipitation grades(right)
    FOVs brightness temperature gradient of the non-precipitation and precipitation(left) and mean brightness temperature in different precipitation grades (right)
    Fig. 5. FOVs brightness temperature gradient of the non-precipitation and precipitation(left) and mean brightness temperature in different precipitation grades (right)
    Scatter distribution of the different channels between brightness temperatures of H8/AHI
    Fig. 6. Scatter distribution of the different channels between brightness temperatures of H8/AHI
    Optimized contribution rate of the brightness temperature of H8/AHI channel to objective function based on the BMA
    Fig. 7. Optimized contribution rate of the brightness temperature of H8/AHI channel to objective function based on the BMA
    Distribution of retrieval precipitation of different BMA methods and GPM precipitation
    Fig. 8. Distribution of retrieval precipitation of different BMA methods and GPM precipitation
    Scatter of H8/AHI retrieval precipitation of different historical sample dictionary, the GPM precipitation and PDF of precipitation difference
    Fig. 9. Scatter of H8/AHI retrieval precipitation of different historical sample dictionary, the GPM precipitation and PDF of precipitation difference
    Sequence changes of H8/AHI brightness temperature (left), retrieval precipitation (middle) and GPM precipitation (right)
    Fig. 10. Sequence changes of H8/AHI brightness temperature (left), retrieval precipitation (middle) and GPM precipitation (right)
    通道中心波长/µm探测目的通道中心波长/µm探测目的
    73.89地表和云、晚雾、火和风129.64总臭氧、湍流和风
    86.24高层大气水汽、风和降雨1310.41地表和云
    96.94中层大气水汽、风和降雨1411.24海温、云和降雨
    107.35低层大气水汽、风和SO21512.38总水量、火山灰和海温
    118.59总水量、云相态、粉尘、SO2和降雨1613.28气温、云高和云量
    Table 1. Himawari-8/AHI channel-specific central wavelengths and primary purpose
    方法RSSIMNMIPSNRPOD(%)FAR(%)CSI(%)
    BMA-Gamma0.67870.74570.678818.204796.345.1091.60
    BMA-Normal0.65290.74020.685817.836695.734.7091.41
    BMA-Heteroscedastic0.64360.73760.687017.825295.704.7591.34
    Table 2. Quantified index score of retrieval precipitation with different channel contribution rates
    样本量RSSIMNMIPSNRPOD(%)FAR(%)CSI(%)
    07时0.60370.77890.650316.982894.545.2589.83
    08时0.62670.73820.736515.919392.074.1688.53
    07+08时0.63570.75640.700216.499993.434.2089.75
    Table 3. Results of quantitative index scoring for precipitation retrieval with different sample sizes
    Gen WANG, Dong-Yong WANG, Rong WU. Application study of Himawari-8/AHI infrared spectral data on precipitation signal recognition and retrieval[J]. Journal of Infrared and Millimeter Waves, 2020, 39(2): 251
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