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A Brief Introduction to Groundwater Modeling
Karl Payne
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Groundwater Modeling What is a groundwater model?
A groundwater model is a mathematical or analogue simulation of a groundwater flow or transport process. “ As far as the laws of mathematics refer to reality, they are not certain; and as far as they are certain, they do not refer to reality.” A. Einstein
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Analytical Models & Numerical Models
Analytical models are mathematically exact solutions to the governing equations.
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Hypothetical Aquifer
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Questions
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Mathematical Model
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Analytical Solution
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Answers
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Analytical Models Simple to implement Require little input
Computationally undemanding VERY LIMITED- simple homogeneous and isotropic systems simple boundary conditions
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Numerical Methods Approximate solutions to the governing equations.
Most widely used are finite-difference and finite-element methods. These methods rely on discretization of the solution domain.
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Finite Difference Method
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Finite Difference Method
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Numerical Solution
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Applications of Groundwater Models
Groundwater Contamination: Model could be used to estimate expected travel times of contaminant plume. Design of remedial program: Model could be used determine optimum pumping rates and placement of pumping wells of pump-and-treat system. Assessment of climate change impact on water resources.
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Modeling Protocol Establish the Purpose Develop a Conceptual Model Selection of Computer Code Model Design Calibration Model Verification
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Model Purpose Is the model being used for prediction or is it interpretive? Example of predictive model would be a model used to investigate impact of climate change on water resources. One wants to predict how the freshwater/saltwater interface responds to changes in stresses. Example of interpretation would be a sensitivity analysis-Identification of important system parameters.
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Conceptual Model A conceptual model is a pictorial representation of the groundwater system in the form of a block diagram or cross sections. Hydrostratigraphy System Boundaries Hydrologic Stresses Aquifer Parameters
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Selection of Code
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Model Design The conceptual model is put into a form suitable for modeling. This step includes: Designing the grid Selecting time steps Setting boundary and initial conditions Selection of values for aquifer parameters and hydrologic stresses
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Model Calibration
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Model Calibration
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Model Calibration
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Model Verification Establish greater confidence in the model.
Verify the ability of the calibrated model to reproduce a second set of field data.
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A Three-dimensional Saline Intrusion Model of Barbados using HydroGeoSphere
Karl Payne 07/09/2011
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Introduction Fig 1: Map of the Caribbean
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Geology and Hydrogeology of Barbados
Barbados is composed of Pleistocene reef deposits up to 100 m thick The Pleistocene limestone aquifer is underlain by low-permeability Tertiary sediments A B Fig 2: Geology Map of Barbados
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take place by diffuse infiltration through the soil or by
Fig 3: Cross-section through the line AB Recharge to the Pleistocene limestone aquifer can take place by diffuse infiltration through the soil or by discrete infiltration through drainage wells and some sinkholes
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The aquifer is divided into two hydrologic zones:
The streamwater zone which is the upland portion of the aquifer characterized by gravity-flow along the base of the limestone. The sheetwater zone which is the freshwater lens portion of the aquifer that occurs in low-lying parts of the island. Fig 4: Hydrogeologic map of Barbados
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Conceptual Model Homogeneity and isotropy Unsaturated/Saturated Flow
Flow is three-dimensional No vertical flow component across the contact between the Pleistocene limestone and the Tertiary stratum Neglect the flux contribution from the Scotland District
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Aquifer Parameters Hydraulic conductivity (K) of 10-4m/s
Porosity – 0.3 Recharge was taken to be 15% of average annual rainfall (1500mm/yr)
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Model Selection HydroGeoSphere(HGS)-Jointly developed by groundwater scientist at the University of Waterloo and Laval University, Canada. A Three-dimensional numerical model describing fully-integrated subsurface and surface flow and solute transport.
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HGS Features 2D overland/stream flow including stream/surface drainage network genesis. 3D variably-saturated flow in porous media. 3D variably-saturated flow in fractures and karst conduits. Advective-dispersive transport, reactive solute/thermal transport in all continua. Fully-coupled, simultaneous solution of surface/ subsurface flow and transport
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Mesh Design Fig 5: Discretization of model domain
Fig 6: Land Surface Elevation
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Saturation Animation
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Results Fig 7: Freshwater lens in plan view
Fig 8: Pressure head distribution
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Results
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Model Calibration PEST (Parameter Estimation) is the industry standard software package for parameter estimation and uncertainty analysis of complex environmental and other computer models.
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Model Calibration Fig 9: Delineation of model into K zones Fig 10: Sinkhole map of Barbados
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Model Calibration Fig 6: Calibration results
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Modeling Approaches to Simulate Seawater Intrusion
Sharp interface vs Diffuse Interface
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Density-dependent Transport
In coastal areas, there exists a body of sea water, often in the form of a wedge, underneath the freshwater lens. Fresh water and salt water are miscible fluids and the zone of contact between them takes the form of a transition zone. (We saw this from geophysics)
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t=0 yrs t=100 yrs t=50 yrs Fig 8: Time evolution of the salinization process
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Salinization Animation (Plan)
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Salinization Animation (Cross-section)
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Telescopic Mesh Refinement: Creating a LSM from RSM
Regional scale model used as BC to local scale
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Example: Spring Hall Model
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Questions?
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