The Precipitation Rate Retrieval Algorithms for the GPM Dual-frequency Precipitation Radar

被引:59
|
作者
Seto, Shinta [1 ]
Iguchi, Toshio [2 ]
Meneghini, Robert [3 ]
Awaka, Jun [4 ]
Kubota, Takuji [5 ]
Masaki, Takeshi [6 ]
Takahashi, Nobuhiro [7 ]
机构
[1] Nagasaki Univ, Grad Sch Engn, 1-14 Bunkyo Machi, Nagasaki 8528521, Japan
[2] Univ Maryland, ESSIC, College Pk, MD 20742 USA
[3] NASA, Goddard Space Flight Ctr, Greenbelt, MD USA
[4] Tokai Univ, Sapporo, Hokkaido, Japan
[5] Japan Aerosp Explorat Agcy, Earth Observat Res Ctr, Tsukuba, Ibaraki, Japan
[6] Remote Sensing Technol Ctr Japan, Tsukuba, Ibaraki, Japan
[7] Nagoya Univ, Inst Space Earth Environm Res, Nagoya, Aichi, Japan
关键词
precipitation radar; drop size distribution; scattering table; non-uniform beam filling correction; surface reference technique; RAIN-PROFILING ALGORITHM; ATTENUATION; PERFORMANCE; VALIDATION; PRODUCTS;
D O I
10.2151/jmsj.2021-011
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
In this paper, precipitation rate retrieval algorithms for the Global Precipitation Measurement mission's Dual-frequency Precipitation Radar (DPR) are developed. The DPR consists of a Ku-band radar (KuPR; 13.6 GHz) and a Ka-band radar (KaPR; 35.5 GHz). For the KuPR, an algorithm similar to the Tropical Rainfall Measuring Mission's Precipitation Radar algorithm is developed, with the relation between precipitation rate R and mass-weighted mean diameter D-m (R-D-m relation) replacing the relation between the specific attenuation k and effective radar reflectivity factor Z(e). The R-D-m relation can also be applied to the KaPR and dual-frequency algorithms. In both the single-frequency and dual-frequency algorithms, the forward retrieval method is applied with an assumed adjustment factor for the R-D-m relation (epsilon) and the results are evaluated to select the best value of epsilon. The advantages of the dual-frequency algorithm are the availability of the dual-frequency surface reference technique and the ZfKa method, which is a method to use the attenuation-corrected radar reflectivity factor Z(f) of KaPR, to select e as well as the possibility to selectively use measurements from KuPR or KaPR. This paper also describes the derivation of the scattering table and the R-D-m relation as well as the procedure for non-uniform beam filling correction in detail. The outputs are then statistically analyzed to demonstrate algorithm performance.
引用
收藏
页码:205 / 237
页数:33
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