Probabilistic analysis of the effects of climate change on groundwater recharge

被引:75
作者
Ng, Gene-Hua Crystal [1 ]
McLaughlin, Dennis [1 ]
Entekhabi, Dara [1 ]
Scanlon, Bridget R. [2 ]
机构
[1] MIT, Dept Civil & Environm Engn, Parsons Lab, Cambridge, MA 02139 USA
[2] Univ Texas Austin, Jackson Sch Geosci, Bur Econ Geol, Austin, TX 78758 USA
基金
美国国家科学基金会;
关键词
CHANGE IMPACTS; SPATIAL VARIABILITY; POTENTIAL IMPACTS; WEATHER GENERATOR; WATER; AQUIFER; FLOW; UNCERTAINTY; EVAPORATION; SIMULATION;
D O I
10.1029/2009WR007904
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Groundwater recharge is likely to be affected by climate change. In semiarid regions where groundwater resources are often critical, annual recharge rates are typically small and most recharge occurs episodically. Such episodic recharge is uncertain and difficult to predict. This paper analyzes the impacts of different climate predictions on diffuse episodic recharge at a low-relief semiarid rain-fed agricultural area. The analysis relies on a probabilistic approach that explicitly accounts for uncertainties in meteorological forcing and in soil and vegetation properties. An ensemble of recharge forecasts is generated from Monte Carlo simulations of a study site in the southern High Plains, United States. Soil and vegetation parameter realizations are conditioned on soil moisture and soil water chloride observations (Ng et al., 2009). A stochastic weather generator provides realizations of meteorological time series for climate alternatives from different general circulation models. For most climate alternatives, predicted changes in average recharge (spanning -75% to +35%) are larger than the corresponding changes in average precipitation (spanning -25% to +20%). This suggests that amplification of climate change impacts may occur in groundwater systems. Predictions also include varying changes in the frequency and magnitude of recharge events. The temporal distribution of precipitation change (over seasons and rain events) explains most of the variability in predictions of recharge totals and episodic occurrence. The ensemble recharge analysis presented in this study offers a systematic approach to investigating interactions between uncertainty and nonlinearities in episodic recharge.
引用
收藏
页数:18
相关论文
共 51 条
[31]   CROP RESPONSE TO CLIMATE CHANGE IN THE SOUTHERN GREAT-PLAINS - A SIMULATION STUDY [J].
ROSENZWEIG, C .
PROFESSIONAL GEOGRAPHER, 1990, 42 (01) :20-37
[32]   Field study of spatial variability in unsaturated flow beneath and adjacent to playas [J].
Scanlon, BR ;
Goldsmith, RS .
WATER RESOURCES RESEARCH, 1997, 33 (10) :2239-2252
[33]   Impact of land use and land cover change on groundwater recharge and quality in the southwestern US [J].
Scanlon, BR ;
Reedy, RC ;
Stonestrom, DA ;
Prudic, DE ;
Dennehy, KF .
GLOBAL CHANGE BIOLOGY, 2005, 11 (10) :1577-1593
[34]   Variations in flow and transport in thick desert vadose zones in response to paleoclimatic forcing (0-90 kyr): Field measurements, modeling, and uncertainties [J].
Scanlon, BR ;
Keese, K ;
Reedy, RC ;
Simunek, J ;
Andraski, BJ .
WATER RESOURCES RESEARCH, 2003, 39 (07) :SBH31-SBH317
[35]   Semiarid unsaturated zone chloride profiles: Archives of past land use change impacts on water resources in the southern High Plains, United States [J].
Scanlon, Bridget R. ;
Reedy, Robert C. ;
Tachovsky, J. Andrew .
WATER RESOURCES RESEARCH, 2007, 43 (06)
[36]   Modeled impacts of predicted climate change on recharge and groundwater levels [J].
Scibek, J. ;
Allen, D. M. .
WATER RESOURCES RESEARCH, 2006, 42 (11)
[37]   Groundwater-surface water interaction under scenarios of climate change using a high-resolution transient groundwater model [J].
Scibek, Jacek ;
Allen, Diana M. ;
Cannon, Alex J. ;
Whitfield, Paul H. .
JOURNAL OF HYDROLOGY, 2007, 333 (2-4) :165-181
[38]   Use of a stochastic weather generator in the development of climate change scenarios [J].
Semenov, MA ;
Barrow, EM .
CLIMATIC CHANGE, 1997, 35 (04) :397-414
[39]   Comparison of the WGEN and LARS-WG stochastic weather generators for diverse climates [J].
Semenov, MA ;
Brooks, RJ ;
Barrow, EM ;
Richardson, CW .
CLIMATE RESEARCH, 1998, 10 (02) :95-107
[40]   Simulation of extreme weather events by a stochastic weather generator [J].
Semenov, Mikhail A. .
CLIMATE RESEARCH, 2008, 35 (03) :203-212