Statistical and Hydrological Comparisons between TRMM and GPM Level-3 Products over a Midlatitude Basin: Is Day-1 IMERG a Good Successor for TMPA 3B42V7?

被引:200
作者
Tang, Guoqiang [1 ]
Zeng, Ziyue [1 ]
Long, Di [1 ]
Guo, Xiaolin [1 ]
Yong, Bin [2 ]
Zhang, Weihua [3 ,4 ]
Hong, Yang [1 ,5 ]
机构
[1] Tsinghua Univ, State Key Lab Hydrosci & Engn, Dept Hydraul Engn, Beijing 100084, Peoples R China
[2] Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing, Jiangsu, Peoples R China
[3] Southwest Univ, AIRSER Lab, Chongqing, Peoples R China
[4] Southwest Univ, Coll Resources & Environm, Chongqing, Peoples R China
[5] Univ Oklahoma, Dept Civil Engn & Environm Sci, Norman, OK 73019 USA
基金
中国国家自然科学基金;
关键词
MULTISATELLITE PRECIPITATION ANALYSIS; SATELLITE RAINFALL PRODUCTS; GLOBAL PRECIPITATION; MULTISCALE EVALUATION; VERSIONS; 6; RESOLUTION; REGION; MODEL; PERFORMANCE; MICROWAVE;
D O I
10.1175/JHM-D-15-0059.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The goal of this study is to quantitatively intercompare the standard products of the Tropical Rainfall Measuring Mission (TRMM) Multisatellite Precipitation Analysis (TMPA) and its successor, the Global Precipitation Measurement (GPM) mission Integrated Multisatellite Retrievals for GPM (IMERG), with a dense gauge network over the midlatitude Ganjiang River basin in southeast China. In general, direct comparisons of the TMPA 3B42V7, 3B42RT, and GPM Day-1 IMERG estimates with gauge observations over an extended period of the rainy season (from May through September 2014) at 0.25 degrees and daily resolutions show that all three products demonstrate similarly acceptable (similar to 0.63) and high (0.87) correlation at grid and basin scales, respectively, although 3B42RT shows much higher overestimation. Both of the post-real-time corrections effectively reduce the bias of Day-1 IMERG and 3B42V7 to single digits of underestimation from 20+% overestimation of 3B42RT. The Taylor diagram shows that Day-1 IMERG and 3B42V7 are comparable at grid and basin scales. Hydrologic assessment with the Coupled Routing and Excess Storage (CREST) hydrologic model indicates that the Day-1 IMERG product performs comparably to gauge reference data. In many cases, the IMERG product outperforms TMPA standard products, suggesting a promising prospect of hydrologic utility and a desirable hydrologic continuity from TRMM-era product heritages to GPM-era IMERG products. Overall, this early study highlights that the Day-1 IMERG product can adequately substitute TMPA products both statistically and hydrologically, even with its limited data availability to date, in this well-gauged midlatitude basin. As more IMERG data are released, more studies to explore the potential of GPM-era IMERG in water, weather, and climate research are urgently needed.
引用
收藏
页码:121 / 137
页数:17
相关论文
共 53 条
[1]   Distance in spatial interpolation of daily rain gauge data [J].
Ahrens, B. .
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2006, 10 (02) :197-208
[2]  
[Anonymous], 2005, WATER CHALLENGES INT, DOI [DOI 10.2172/1046481, 10.2172/1046481]
[3]  
[Anonymous], SHUIKEXUE JINZHAN
[4]  
[Anonymous], 1994, WATER RESOURCES SERI
[5]  
[Anonymous], J HYDROL EN IN PRESS
[6]  
[Anonymous], TRMM OTHER DATA PREC
[7]   Evaluation of High-Resolution Satellite Rainfall Products through Streamflow Simulation in a Hydrological Modeling of a Small Mountainous Watershed in Ethiopia [J].
Bitew, Menberu M. ;
Gebremichael, Mekonnen ;
Ghebremichael, Lula T. ;
Bayissa, Yared A. .
JOURNAL OF HYDROMETEOROLOGY, 2012, 13 (01) :338-350
[8]   Daily hydrological modeling in the Amazon basin using TRMM rainfall estimates [J].
Collischonn, Bruno ;
Collischonn, Walter ;
Morelli Tucci, Carlos Eduardo .
JOURNAL OF HYDROLOGY, 2008, 360 (1-4) :207-216
[9]  
Dinku T, 2002, J APPL METEOROL, V41, P1163, DOI 10.1175/1520-0450(2002)041<1163:IRBEOR>2.0.CO
[10]  
2