Toward a new parameterization of hydraulic conductivity in climate models: Simulation of rapid groundwater fluctuations in Northern California

被引:12
作者
Vrettas, Michail D. [1 ]
Fung, Inez Y. [1 ]
机构
[1] Univ Calif Berkeley, Dept Earth & Planetary Sci, Berkeley, CA 94720 USA
关键词
stochastic hydraulic conductivity; climate models; Richards' equation; rapid water table fluctuations; preferential flow; TRANSIENT UNSATURATED FLOW; HETEROGENEOUS SOILS; STOCHASTIC-ANALYSIS; RICHARDS EQUATION; NUMERICAL-SOLUTION; SOLUTE TRANSPORT; WATER-UPTAKE; INFILTRATION; MOISTURE; MEDIA;
D O I
10.1002/2015MS000516
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Preferential flow through weathered bedrock leads to rapid rise of the water table after the first rainstorms and significant water storage (also known as rock moisture) in the fractures. We present a new parameterization of hydraulic conductivity that captures the preferential flow and is easy to implement in global climate models. To mimic the naturally varying heterogeneity with depth in the subsurface, the model represents the hydraulic conductivity as a product of the effective saturation and a background hydraulic conductivity K-bkg, drawn from a lognormal distribution. The mean of the background K-bkg decreases monotonically with depth, while its variance reduces with the effective saturation. Model parameters are derived by assimilating into Richards' equation 6 years of 30 min observations of precipitation (mm) and water table depths (m), from seven wells along a steep hillslope in the Eel River watershed in Northern California. The results show that the observed rapid penetration of precipitation and the fast rise of the water table from the well locations, after the first winter rains, are well captured with the new stochastic approach in contrast to the standard van Genuchten model of hydraulic conductivity, which requires significantly higher levels of saturated soils to produce the same results. Rock moisture, the moisture between the soil mantle and the water table, comprises 30% of the moisture because of the great depth of the weathered bedrock layer and could be a potential source of moisture to sustain trees through extended dry periods. Furthermore, storage of moisture in the soil mantle is smaller, implying less surface runoff and less evaporation, with the proposed new model.
引用
收藏
页码:2105 / 2135
页数:31
相关论文
共 88 条
[1]  
[Anonymous], 1964, HYDROLOGY PAPERS COL, DOI DOI 10.1016/S0167-1987(02)00154-X
[2]  
[Anonymous], 2003, APPL STOCHASTIC HYDR
[3]   Physical pictures of transport in heterogeneous media: Advection-dispersion, random-walk, and fractional derivative formulations [J].
Berkowitz, B ;
Klafter, J ;
Metzler, R ;
Scher, H .
WATER RESOURCES RESEARCH, 2002, 38 (10)
[4]  
Brebbia C. A., 1980, BOUNDARY ELEMENT TEC, V980
[5]   HYDRAULIC PROPERTIES OF A CLAY LOAM SOIL AND FIELD MEASUREMENT OF WATER UPTAKE BY ROOTS .3. COMPARISON OF FIELD AND LABORATORY DATA ON RETENTION AND OF MEASURED AND CALCULATED CONDUCTIVITIES [J].
BRUST, KJ ;
VANBAVEL, CH ;
STIRK, GB .
SOIL SCIENCE SOCIETY OF AMERICA PROCEEDINGS, 1968, 32 (03) :322-+
[6]   Evolution of regoliths and landscapes in deeply weathered terrain - implications for geochemical exploration [J].
Butt, CRM ;
Lintern, MJ ;
Anand, RR .
ORE GEOLOGY REVIEWS, 2000, 16 (3-4) :167-183
[7]  
Butters GL, 2002, VADOSE ZONE J, V1, P239
[8]   A GENERAL MASS-CONSERVATIVE NUMERICAL-SOLUTION FOR THE UNSATURATED FLOW EQUATION [J].
CELIA, MA ;
BOULOUTAS, ET ;
ZARBA, RL .
WATER RESOURCES RESEARCH, 1990, 26 (07) :1483-1496
[9]  
CLAPP RB, 1978, WATER RESOUR RES, V14, P601, DOI 10.1029/WR014i004p00601
[10]   A PHYSICALLY-BASED, 2-DIMENSIONAL, FINITE-DIFFERENCE ALGORITHM FOR MODELING VARIABLY SATURATED FLOW [J].
CLEMENT, TP ;
WISE, WR ;
MOLZ, FJ .
JOURNAL OF HYDROLOGY, 1994, 161 (1-4) :71-90