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Abstract
Measuring rainfall from space appears to be the only cost effective and viable means in estimating
regional precipitation over the Tibet, and the satellite rainfall products are essential to hydrological and
agricultural modeling. A long-standing problem in the meteorological and hydrological studies is that there
is only a sparse raingauge network representing the spatial distribution of precipitation and its quantity on
small scales over the Tibet. Therefore, satellite derived quantitative precipitation estimates are extremely
useful for obtaining rainfall patterns that can be used by hydrological models to produce forecasts of river
discharge and to delineate the flood hazard area. In this paper, validation of the US National Oceanic
and Atmospheric Administration (NOAA) Climate Prediction Center (CPC) RFE (rainfall estimate) 2.0
data was made by using daily rainfall observations at 11 weather stations over different climate zones from
southeast to northwest of the Tibet during the rainy season from 1 June to 30 September 2005 and 2006.
Analysis on the time series of daily rainfall of RFE-CPC and observed data in different climate zones reveals
that the mean correlation coefficients between satellite estimated and observed rainfall is 0.74. Only at Pali
and Nielamu stations located in the southern brink of the Tibet along the Himalayan Mountains, are the
correlation coefficients less than 0.62. In addition, continuous validations show that the RFE performed well
in different climate zones, with considerably low mean error (ME) and root mean square error (RMSE) scores
except at Nielamu station along the Himalayan range. Likewise, for the dichotomous validation, at most
stations over the Tibet, the probability of detection (POD) values is above 73% while the false alarm rate
(FAR) is between 1% and 12%. Overall, NOAA CPC RFE 2.0 products performed well in the estimation
and monitoring of rainfall over the Tibet and can be used to analyze the precipitation pattern, produce
discharge forecast, and delineate the flood hazard area.
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Citation
CHU Duo, PUBU Tundrop, NORBU Ghancan, SAGAR Bajracharya, MANDIRA Shrestha, GUO Jianping. 2011: Validation of the Satellite-Derived Rainfall Estimates over the Tibet. Journal of Meteorological Research, 25(6): 734-741. DOI: 10.1007/s13351-011-0604-8
CHU Duo, PUBU Tundrop, NORBU Ghancan, SAGAR Bajracharya, MANDIRA Shrestha, GUO Jianping. 2011: Validation of the Satellite-Derived Rainfall Estimates over the Tibet. Journal of Meteorological Research, 25(6): 734-741. DOI: 10.1007/s13351-011-0604-8
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CHU Duo, PUBU Tundrop, NORBU Ghancan, SAGAR Bajracharya, MANDIRA Shrestha, GUO Jianping. 2011: Validation of the Satellite-Derived Rainfall Estimates over the Tibet. Journal of Meteorological Research, 25(6): 734-741. DOI: 10.1007/s13351-011-0604-8
CHU Duo, PUBU Tundrop, NORBU Ghancan, SAGAR Bajracharya, MANDIRA Shrestha, GUO Jianping. 2011: Validation of the Satellite-Derived Rainfall Estimates over the Tibet. Journal of Meteorological Research, 25(6): 734-741. DOI: 10.1007/s13351-011-0604-8
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