Nonlinear effects of locally heterogeneous hydraulic conductivity fields on regional stream–aquifer exchanges
Computational experiments are performed to evaluate the effects of locally heterogeneous conductivity fields on regional exchanges of water between stream and aquifer systems in the Middle Heihe River basin (MHRB) of northwestern China. The effects are found to be nonlinear in the sense that simulat...
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doaj-e7357f5712514cfb9cdf773192d8fd6f2020-11-24T23:47:14ZengCopernicus PublicationsHydrology and Earth System Sciences1027-56061607-79382015-11-0119114531454510.5194/hess-19-4531-2015Nonlinear effects of locally heterogeneous hydraulic conductivity fields on regional stream–aquifer exchangesJ. Zhu0C. L. Winter1Z. Wang2Department of Hydraulic Engineering, Tsinghua University, Beijing 100084, ChinaDepartment of Hydrology and Water Resources and Program in Applied Mathematics, University of Arizona, Tucson, AZ 85721, USADepartment of Hydraulic Engineering, Tsinghua University, Beijing 100084, ChinaComputational experiments are performed to evaluate the effects of locally heterogeneous conductivity fields on regional exchanges of water between stream and aquifer systems in the Middle Heihe River basin (MHRB) of northwestern China. The effects are found to be nonlinear in the sense that simulated discharges from aquifers to streams are systematically lower than discharges produced by a base model parameterized with relatively coarse effective conductivity. A similar, but weaker, effect is observed for stream leakage. The study is organized around three hypotheses: (H1) small-scale spatial variations of conductivity significantly affect regional exchanges of water between streams and aquifers in river basins, (H2) aggregating small-scale heterogeneities into regional effective parameters systematically biases estimates of stream–aquifer exchanges, and (H3) the biases result from slow paths in groundwater flow that emerge due to small-scale heterogeneities. The hypotheses are evaluated by comparing stream–aquifer fluxes produced by the base model to fluxes simulated using realizations of the MHRB characterized by local (grid-scale) heterogeneity. Levels of local heterogeneity are manipulated as control variables by adjusting coefficients of variation. All models are implemented using the MODFLOW (Modular Three-dimensional Finite-difference Groundwater Flow Model) simulation environment, and the PEST (parameter estimation) tool is used to calibrate effective conductivities defined over 16 zones within the MHRB. The effective parameters are also used as expected values to develop lognormally distributed conductivity (<i>K</i>) fields on local grid scales. Stream–aquifer exchanges are simulated with <i>K</i> fields at both scales and then compared. Results show that the effects of small-scale heterogeneities significantly influence exchanges with simulations based on local-scale heterogeneities always producing discharges that are less than those produced by the base model. Although aquifer heterogeneities are uncorrelated at local scales, they appear to induce coherent slow paths in groundwater fluxes that in turn reduce aquifer–stream exchanges. Since surface water–groundwater exchanges are critical hydrologic processes in basin-scale water budgets, these results also have implications for water resources management.http://www.hydrol-earth-syst-sci.net/19/4531/2015/hess-19-4531-2015.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
J. Zhu C. L. Winter Z. Wang |
spellingShingle |
J. Zhu C. L. Winter Z. Wang Nonlinear effects of locally heterogeneous hydraulic conductivity fields on regional stream–aquifer exchanges Hydrology and Earth System Sciences |
author_facet |
J. Zhu C. L. Winter Z. Wang |
author_sort |
J. Zhu |
title |
Nonlinear effects of locally heterogeneous hydraulic conductivity fields on regional stream–aquifer exchanges |
title_short |
Nonlinear effects of locally heterogeneous hydraulic conductivity fields on regional stream–aquifer exchanges |
title_full |
Nonlinear effects of locally heterogeneous hydraulic conductivity fields on regional stream–aquifer exchanges |
title_fullStr |
Nonlinear effects of locally heterogeneous hydraulic conductivity fields on regional stream–aquifer exchanges |
title_full_unstemmed |
Nonlinear effects of locally heterogeneous hydraulic conductivity fields on regional stream–aquifer exchanges |
title_sort |
nonlinear effects of locally heterogeneous hydraulic conductivity fields on regional stream–aquifer exchanges |
publisher |
Copernicus Publications |
series |
Hydrology and Earth System Sciences |
issn |
1027-5606 1607-7938 |
publishDate |
2015-11-01 |
description |
Computational experiments are performed to evaluate the effects of locally
heterogeneous conductivity fields on regional exchanges of water between
stream and aquifer systems in the Middle Heihe River basin (MHRB) of
northwestern China. The effects are found to be nonlinear in the sense that
simulated discharges from aquifers to streams are systematically lower than
discharges produced by a base model parameterized with relatively coarse
effective conductivity. A similar, but weaker, effect is observed for stream
leakage. The study is organized around three hypotheses: (H1) small-scale
spatial variations of conductivity significantly affect regional exchanges of
water between streams and aquifers in river basins, (H2) aggregating
small-scale heterogeneities into regional effective parameters systematically
biases estimates of stream–aquifer exchanges, and (H3) the biases result
from slow paths in groundwater flow that emerge due to small-scale
heterogeneities. The hypotheses are evaluated by comparing stream–aquifer
fluxes produced by the base model to fluxes simulated using realizations of
the MHRB characterized by local (grid-scale) heterogeneity. Levels of local
heterogeneity are manipulated as control variables by adjusting coefficients
of variation. All models are implemented using the
MODFLOW (Modular Three-dimensional Finite-difference Groundwater Flow Model) simulation
environment, and the PEST (parameter estimation) tool is used to calibrate effective conductivities defined over
16 zones within the MHRB. The effective parameters are also used as expected
values to develop lognormally distributed conductivity (<i>K</i>) fields on local
grid scales. Stream–aquifer exchanges are simulated with <i>K</i> fields at both
scales and then compared. Results show that the effects of small-scale
heterogeneities significantly influence exchanges with simulations based on
local-scale heterogeneities always producing discharges that are less than
those produced by the base model. Although aquifer heterogeneities are
uncorrelated at local scales, they appear to induce coherent slow paths in
groundwater fluxes that in turn reduce aquifer–stream exchanges. Since
surface water–groundwater exchanges are critical hydrologic processes in
basin-scale water budgets, these results also have implications for water
resources management. |
url |
http://www.hydrol-earth-syst-sci.net/19/4531/2015/hess-19-4531-2015.pdf |
work_keys_str_mv |
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