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Through optimizing the daily precipitation climatology, a new high-resolution (0. 25° × 0. 25° lat. /lon. ) gridded daily precipitation analysis over Mainland China was developed based on the optimal interpolation (OI) method. This product, based on about 2400 gauge stations over Mainland China from 1955 to the present, is called the China Gauge-based Daily Precipitation Analysis (CGDPA). In this study, using independent precipitation observations as the benchmark, CGDPA and the Climate Prediction Center Unified gauge dataset (CPCUNI) from the National Oceanic and Atmospheric Administration (NOAA) are validated from May to September of 2008–2010 on a 0. 5° × 0. 5° lat. /lon. grid. The CGDPA has smaller bias and root mean square error, and higher spatial correlation with the validation data than CPCUNI. Further investigation indicates that this improvement is mainly owing to the larger number of gauges used in the CGDPA. The East Asia gauge analysis (EAGauge) is also introduced to comparatively evaluate the capabilities of monitoring precipitation events with different rainfall rates over Mainland China. CGDPA can capture more strong rainfall events while CPCUNI and EAGauge tend to smooth the precipitation structure and miss more local strong rainfall events with precipitation larger than 25 mm day−1 over Mainland China. The long-term precipitation time series described by the CGDPA and EAGauge agree very well while CPCUNI substantially underestimates precipitation especially over the sparse-gauged regions and after 1982. CGDPA is thus suggested as a readily available input to applications over Mainland China, whenever possible.
Shen et al. (Wed,) studied this question.