Validation of high-resolution satellite rainfall products over complex terrain

被引:313
作者
Dinku, T. [1 ]
Chidzambwa, S. [2 ]
Ceccato, P. [1 ]
Connor, S. J. [1 ]
Ropelewski, C. F. [1 ]
机构
[1] Columbia Univ, Earth Inst, Int Res Inst Climate & Soc, Palisades, NY 10964 USA
[2] Zimbabwe Meteorol Serv, Meteorol Serv Dept, Harare, Zimbabwe
基金
美国海洋和大气管理局; 美国国家航空航天局;
关键词
D O I
10.1080/01431160701772526
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
High-resolution satellite rainfall products, at daily accumulation and 0.25 degrees spatial resolution, are evaluated using station networks located over two different parts of Africa. The first site is located over Ethiopia with a very complex terrain. The second site, located over Zimbabwe, has a less rugged topography. The evaluated satellite rainfall products are the NOAA-CPC African rainfall estimation algorithm (RFE), TRMM-3B42, the CPC morphing technique (CMORPH), PERSIANN, and the Naval Research Laboratory's blended product. These products perform reasonably well over both regions in detecting the occurrence of rainfall. However, performances are poor in estimating the amount of rainfall in each pixel. The correlation coefficients are low and random errors high. The performance was better over Zimbabwe as compared with Ethiopia. Comparing the different products, CMORPH and TRMM-3B42 showed a better performance over Ethiopia, while RFE, CMORPH, and TRMM-3B42 preformed relatively better over Zimbabwe.
引用
收藏
页码:4097 / 4110
页数:14
相关论文
共 25 条
[1]  
Adler RF, 2003, J HYDROMETEOROL, V4, P1147, DOI 10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO
[2]  
2
[3]   Validation of satellite rainfall products over East Africa's complex topography [J].
Dinku, T. ;
Ceccato, P. ;
Grover-Kopec, E. ;
Lemma, M. ;
Connor, S. J. ;
Ropelewski, C. F. .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2007, 28 (7-8) :1503-1526
[4]   Optimal areal rainfall estimation using raingauges and satellite data [J].
Grimes, DIF ;
Pardo-Igúzquiza, E ;
Bonifacio, R .
JOURNAL OF HYDROLOGY, 1999, 222 (1-4) :93-108
[5]   Objectively determined 10-day African rainfall estimates created for famine early warning systems [J].
Herman, A ;
Kumar, VB ;
Arkin, PA ;
Kousky, JV .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1997, 18 (10) :2147-2159
[6]  
Hsu KL, 1997, J APPL METEOROL, V36, P1176, DOI 10.1175/1520-0450(1997)036<1176:PEFRSI>2.0.CO
[7]  
2
[8]  
Huffman GJ, 2001, J HYDROMETEOROL, V2, P36, DOI 10.1175/1525-7541(2001)002<0036:GPAODD>2.0.CO
[9]  
2
[10]  
Huffman GJ, 1997, B AM METEOROL SOC, V78, P5, DOI 10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO