A Comparative Performance Analysis of TRMM 3B42 (TMPA) Versions 6 and 7 for Hydrological Applications over Andean-Amazon River Basins

被引:142
作者
Zulkafli, Zed [1 ,2 ]
Buytaert, Wouter [1 ,3 ]
Onof, Christian [1 ]
Manz, Bastian [1 ]
Tarnavsky, Elena [4 ]
Lavado, Waldo [5 ]
Guyot, Jean-Loup [6 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Civil & Environm Engn, London SW7 2AZ, England
[2] Univ Putra Malaysia, Serdang 43400, Malaysia
[3] Univ London Imperial Coll Sci Technol & Med, Grantham Inst Climate Change, London SW7 2AZ, England
[4] Univ Reading, Dept Meteorol, Reading, Berks, England
[5] Serv Nacl Meteorol & Hidrol, Lima, Peru
[6] Inst Rech Dev, Lima, Peru
关键词
Complex terrain; Tropics; Hydrometeorology; Satellite observations; MULTISATELLITE PRECIPITATION ANALYSIS; RAINFALL VARIABILITY; PRODUCTS; MODEL; INFORMATION; CATCHMENT; REGION; JULES; FLOOD; PERU;
D O I
10.1175/JHM-D-13-094.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The Tropical Rainfall Measuring Mission 3B42 precipitation estimates are widely used in tropical regions for hydrometeorological research. Recently, version 7 of the product was released. Major revisions to the algorithm involve the radar reflectivity-rainfall rate relationship, surface clutter detection over high terrain, a new reference database for the passive microwave algorithm, and a higher-quality gauge analysis product for monthly bias correction. To assess the impacts of the improved algorithm, the authors compare the version 7 and the older version 6 products with data from 263 rain gauges in and around the northern Peruvian Andes. The region covers humid tropical rain forest, tropical mountains, and arid-to-humid coastal plains. The authors find that the version 7 product has a significantly lower bias and an improved representation of the rainfall distribution. They further evaluated the performance of the version 6 and 7 products as forcing data for hydrological modeling by comparing the simulated and observed daily streamflow in nine nested Amazon River basins. The authors find that the improvement in the precipitation estimation algorithm translates to an increase in the model Nash-Sutcliffe efficiency and a reduction in the relative bias between the observed and simulated flows by 30%-95%.
引用
收藏
页码:581 / 592
页数:12
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