Development of a High-Resolution Gridded Daily Meteorological Dataset over Sub-Saharan Africa: Spatial Analysis of Trends in Climate Extremes

被引:67
作者
Chaney, Nathaniel W. [1 ]
Sheffield, Justin [1 ]
Villarini, Gabriele [2 ]
Wood, Eric F. [1 ]
机构
[1] Princeton Univ, Princeton, NJ 08544 USA
[2] Univ Iowa, Iowa Inst Hydraul Res Hydrosci & Engn, Iowa City, IA USA
关键词
SOIL-MOISTURE; UNITED-STATES; PRECIPITATION; INDEXES; TEMPERATURE; VARIABILITY; MICROWAVE; 20TH-CENTURY; DATABASE; DROUGHT;
D O I
10.1175/JCLI-D-13-00423.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Assessing changes in the frequency and intensity of extreme meteorological events and their impact on water resources, agriculture, and infrastructure is necessary to adequately prepare and adapt to future change. This is a challenge in data-sparse regions such as sub-Saharan Africa, where a lack of high-density and temporally consistent long-term in situ measurements complicates the analysis. To address this, a temporally homogenous and high-temporal- and high-spatial-resolution meteorological dataset is developed over sub-Saharan Africa (5 degrees S-25 degrees N), covering the time period between 1979 and 2005. It is developed by spatially downscaling the National Centers for Environmental Prediction-National Center for Atmospheric Research (NCEP-NCAR) reanalysis to a 0.1 degrees spatial resolution, detecting and correcting for temporal inhomogeneities, and by removing random errors and biases by assimilating quality-controlled and gap-filled Global Summary of the Day (GSOD) in situ measurements. The dataset is then used to determine the statistical significance and magnitude of changes in climate extremes between 1979 and 2005. The results suggest a shift in the distribution of daily maximum and minimum temperatures toward a warmer mean with a faster increase in warm than cold events. Changes in the mean annual precipitation and heavy rainfall events are significant only in regions affected by the Sahel droughts of the 1970s and 1980s.
引用
收藏
页码:5815 / 5835
页数:21
相关论文
共 83 条
[41]  
2
[42]   Uncertainty analysis in climate change assessments [J].
Katz, Richard W. ;
Craigmile, Peter F. ;
Guttorp, Peter ;
Haran, Murali ;
Sanso, Bruno ;
Stein, Michael L. .
NATURE CLIMATE CHANGE, 2013, 3 (09) :769-771
[43]   Observed trends in daily precipitation indices in South Africa: 1910-2004 [J].
Kruger, A. C. .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2006, 26 (15) :2275-2285
[44]   Global precipitation map using satellite-borne microwave radiometers by the GSMaP project: Production and validation [J].
Kubota, Takuji ;
Shige, Shoichi ;
Hashizurne, Hiroshi ;
Aonashi, Kazumasa ;
Takahashi, Nobuhiro ;
Seto, Shinta ;
Hirose, Masafumi ;
Takayabu, Yukari N. ;
Ushio, Tomoo ;
Nakagawa, Katsuhiro ;
Wanami, Koyuru ;
Kachi, Misako ;
Okamoto, Ken'ichi .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2007, 45 (07) :2259-2275
[45]  
LETTENMAIER DP, 1994, J CLIMATE, V7, P586, DOI 10.1175/1520-0442(1994)007<0586:HCTITC>2.0.CO
[46]  
2
[47]   Streamflow trends in the United States [J].
Lins, HF ;
Slack, JR .
GEOPHYSICAL RESEARCH LETTERS, 1999, 26 (02) :227-230
[48]   NONPARAMETRIC TESTS AGAINST TREND [J].
Mann, Henry B. .
ECONOMETRICA, 1945, 13 (03) :245-259
[49]   Statewide monitoring of the mesoscale environment: A technical update on the Oklahoma Mesonet [J].
McPherson, Renee A. ;
Fiebrich, Christopher A. ;
Crawford, Kenneth C. ;
Elliott, Ronald L. ;
Kilby, James R. ;
Grimsley, David L. ;
Martinez, Janet E. ;
Basara, Jeffrey B. ;
Illston, Bradley G. ;
Morris, Dale A. ;
Kloesel, Kevin A. ;
Stadler, Stephen J. ;
Melvin, Andrea D. ;
Sutherland, Albert J. ;
Shrivastava, Himanshu ;
Carlson, J. D. ;
Wolfinbarger, J. Michael ;
Bostic, Jared P. ;
Demko, David B. .
JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 2007, 24 (03) :301-321
[50]   The multi-institution North American Land Data Assimilation System (NLDAS): Utilizing multiple GCIP products and partners in a continental distributed hydrological modeling system [J].
Mitchell, KE ;
Lohmann, D ;
Houser, PR ;
Wood, EF ;
Schaake, JC ;
Robock, A ;
Cosgrove, BA ;
Sheffield, J ;
Duan, QY ;
Luo, LF ;
Higgins, RW ;
Pinker, RT ;
Tarpley, JD ;
Lettenmaier, DP ;
Marshall, CH ;
Entin, JK ;
Pan, M ;
Shi, W ;
Koren, V ;
Meng, J ;
Ramsay, BH ;
Bailey, AA .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2004, 109 (D7)