Basics of GroundWater Modelling Part 1
Groundwater
modelling is a way to represent a system in another form to investigate the response of the system under certain conditions, or to
predict the behaviour of the system in the future. Groundwater modelling is a powerful tool for water resources
management, groundwater protection and remediation.
Decision makers use models to predict the behaviour of a groundwater
system prior to implementation of a project or to implement a remediation scheme. Clearly, it is a simple and cheap solution
compared to project establishment in reality.
Modelling
Approach
Groundwater
Models can be simple, like one-dimensional analytical solutions or spreadsheet models (Olsthoorn, 1985), or very sophisticated
three-dimensional models. It is always recommended to start
with a simple model, as long as the model concept satisfies modelling objectives, and then the model complexity can be
increased (Hill 2006). Regardless of the complexity of the
model being used, the model development is the same.
The
stepwise methodology of groundwater modelling is shown in Figure 1. The first
step in modelling is identification of model objectives. Data
collection and processing is a key issue in the
modelling process. The most essential and fundamental step in modelling, however, is model conceptualization. Calibration,
verification and sensitivity analysis can be conducted after model
completion and the first run. The following sections explain in detail each step in groundwater modelling.
Objectives
of Modelling
Groundwater
models are normally used to support a management decision regarding
groundwater
quantity or quality. Depending on the objectives of modelling, the model
extent, approach and model type may vary.
Groundwater
models can be interpretive, predictive or generic. Interpretive models are used to
study a certain case and to analyse groundwater flow or contaminant transport.
Predictive
models are used to see the change in groundwater head or solute concentration
in the future. Generic models are used to analyse different
scenarios of water resource management or
remediation schemes.
Objectives
of groundwater modelling can be listed as:
•
Prediction of groundwater flow and groundwater head temporally and spatially.
•
Investigating the effect of groundwater abstraction at a well on the flow regime
and
predicting
the resulting drawdown.
•
Investigating the effect of human activities (e.g. wastewater discharge,
agricultural
activities,
landfills) on groundwater quality.
•
Analysis of different management scenarios on groundwater systems, quantitatively
and
qualitatively.
Depending
on the objectives of study and the intended outcome, selection of model
approach
and data requirements can be made to suit the area of study and the objectives.
For example, if the objective is a regional groundwater flow
assessment, then a coarse model may satisfy this
objective, but if the area of study is small then a fine-grid model with high
datadensity should be used.
Conceptual
Model
A
conceptual model is a descriptive representation of a groundwater system that
incorporates an interpretation of the geological
and hydrological conditions. Information about water balance
is also included in the conceptual model. It is the most important part of
groundwater modelling and it is the next step
in modelling after identification of objectives. Building
a conceptual model requires good information on geology, hydrology, boundary conditions, and hydraulic parameters. A good conceptual
model should describe reality in a simple way that
satisfies modelling objectives and management requirements (Bear and Verruijt 1987). It should summarise our understanding of
water flow or contaminant transport in the case of
groundwater quality modelling. The key issues that the conceptual model should include are:
• Aquifer geometry and
model domain
• Boundary conditions
• Aquifer parameters like
hydraulic conductivity, porosity, storativity, etc
• Groundwater recharge
• Sources and sinks
identification
• Water balance
Once the conceptual model
is built, the mathematical model can be set-up. The
mathematical model
represents the conceptual model and the assumptions made in the form of mathematical equations that can be solved either
analytically or numerically.
Boundary
Conditions
Identification of boundary conditions is
the first step in model conceptualisation. Solving of groundwater
flow equations (partial differential equations) requires identification of
boundary conditions to provide a unique solution. Improper
identification of boundary conditions affects the solution
and may result in a completely incorrect output. Boundary conditions can be classified into three main types:
•
Specified head (also called Dirichlet or type I boundary). It can be expressed
in a
mathematical
form as: h (x,y,z,t)=constant
•
Specified flow (also called a Neumann or type II boundary). In a mathematical
form
it is:
Ñh (x,y,z,t)=constant
Head-dependent
flow (also called a Cauchy or type III boundary). Its mathematical
form is:
Ñh (x,y,z,t)+a*h=constant (where “a” is a constant).
In
addition to the above-mentioned types there are other sub-types of boundaries.
These will be
explained later.
In
groundwater flow problems, boundary conditions are not only mathematical
constraint, they also represent the sources and
sinks within the system (Reilly and Harbaugh 2004).
Selection
of boundary conditions is critical to the development of an accurate model
(Franke et. al. 1987).
It is
preferable to use physical boundaries when possible (e.g., impermeable
boundaries, lakes,
rivers) as the model boundaries because they can be readily identified and
conceptualised.
Care should be taken when identifying natural boundaries. For example groundwater
divides are hydraulic boundaries and can shift position as conditions change in the field. If water table contours are used to set
boundary conditions in a transient model, in general it is better
to specify flux rather than head. In transient simulation, if transient effects (e.g. pumping) extend to the boundaries, a specified head acts
as an infinite source of water while a specified
flux limits the amount of water available. If the groundwater system is heavily stressed, boundary conditions may change over
time. For this reason, boundary conditions should be
continuously checked during simulation.
No comments:
Post a Comment