Abstract
Spaceborne precipitation radars are powerful tools used to acquire adequate and high-quality precipitation estimates with high spatial resolution for a variety of applications in hydrological research. The Global Precipitation Measurement (GPM) mission, which deployed the first spaceborne Ka- and Ku-dual frequency radar (DPR), was launched in February 2014 as the upgraded successor of the Tropical Rainfall Measuring Mission (TRMM). This study matches the swath data of TRMM PR and GPM DPR Level 2 products during their overlapping periods at the global scale to investigate their similarities and DPR’s improvements concerning precipitation amount estimation and type classification of GPM DPR over TRMM PR. Results show that PR and DPR agree very well with each other in the global distribution of precipitation, while DPR improves the detectability of precipitation events significantly, particularly for light precipitation. The occurrences of total precipitation and the light precipitation (rain rates < 1 mm/h) detected by GPM DPR are ~1.7 and ~2.53 times more than that of PR. With regard to type classification, the dual-frequency (Ka/Ku) and single frequency (Ku) methods performed similarly. In both inner (the central 25 beams) and outer swaths (1–12 beams and 38–49 beams) of DPR, the results are consistent. GPM DPR improves precipitation type classification remarkably, reducing the misclassification of clouds and noise signals as precipitation type “other” from 10.14% of TRMM PR to 0.5%. Generally, GPM DPR exhibits the same type division for around 82.89% (71.02%) of stratiform (convective) precipitation events recognized by TRMM PR. With regard to the freezing level height and bright band (BB) height, both radars correspond with each other very well, contributing to the consistency in stratiform precipitation classification. Both heights show clear latitudinal dependence. Results in this study shall contribute to future development of spaceborne radar precipitation retrievals and benefit hydrological and meteorological research.
Highlights
Precipitation plays a key role in the water cycle, which is of vital importance for life on Earth [1,2]
It is clear that Tropical Rainfall Measuring Mission (TRMM) precipitation radar (PR) gives a higher estimation of precipitation globally than Global Precipitation Measurement (GPM) dual-frequency precipitation radar (DPR)
While TRMM PR passes the southern part of mainland Japan at least once a day, GPM DPR passes Japan once every four days on average
Summary
Precipitation plays a key role in the water cycle, which is of vital importance for life on Earth [1,2]. Obtaining accurate and sufficient precipitation estimates remains a huge challenge because of the high spatial and temporal variability of precipitation. Rain gauges and ground-based radars often suffer from sparse distribution and limited spatial coverage [3,4,5]. These shortcomings directly lead to the prosperity of satellite-based precipitation products. Satellite-based infrared (IR)/ visible (VIS) data have high temporal sampling frequencies, the relationship between the received radiance from cloud and surface rainfall is indirect. PMW techniques suffer from extremely low spatial (>10 km) and temporal resolution, due to their platforms in low earth orbits. Spaceborne radars, which emit and receive active microwave signals, are able to offer the most precise and detailed information about precipitation and its three-dimensional structure [9,10]
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