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...

Full description

Bibliographic Details
Main Authors: J. Zhu, C. L. Winter, Z. Wang
Format: Article
Language:English
Published: Copernicus Publications 2015-11-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/19/4531/2015/hess-19-4531-2015.pdf
id doaj-e7357f5712514cfb9cdf773192d8fd6f
record_format Article
spelling 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 AT jzhu nonlineareffectsoflocallyheterogeneoushydraulicconductivityfieldsonregionalstreamaquiferexchanges
AT clwinter nonlineareffectsoflocallyheterogeneoushydraulicconductivityfieldsonregionalstreamaquiferexchanges
AT zwang nonlineareffectsoflocallyheterogeneoushydraulicconductivityfieldsonregionalstreamaquiferexchanges
_version_ 1725490845582360576