The gauge-based precipitation analysis is applied to examine the performance of five selected high-resolution satellite precipitation estimates including the CMORPH of Joyce et al. (2004), the TRMM 3B42RT of Huffman et al. (2004), TRMM 3B42 of Huffman et al. (2006), the NRL blended product of Turk et al. (2004), and the PERSIANN of Hsu et al. (1997). Satellite estimates of the five products are integrated into fields of 0.25olat/lon and 3-hourly resolution and compared with the gauge-based analysis for the 3-year period. While our comparison covers a wide range of time and space scales, the focus of this work is the performance of the satellite products in depicting precipitation variations of daily and sub-daily time scales and their seasonality. Our preliminary results showed the following:
1) All of the five satellite products are capable of capturing the overall spatial distribution and temporal variations of precipitation reasonably well;
2) Performance of the satellite presents varies for different regions and different precipitation regimes, with better comparison statistics observed over wet regions and for warm seasons;
3) Diurnal cycle of precipitation derived from satellite estimates shows slightly different phase with that from the gauge observations; and
4) Satellite products present seasonally and regionally dependent biases.
Further work is underway to perform case studies and to examine the satellite products' capability to reproduce probability density function (PDF) of the precipitation events. Detailed results will be reported at the conference.
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