Core Concepts#
Understanding Groundwater Transport#
Groundwater transport involves the movement of solutes through porous media. The key concepts in gwtransport include:
Pore Volume Distribution#
The pore volume distribution describes how water flows through different pathways in a heterogeneous aquifer. This distribution is characterized by:
Mean pore volume: The average volume of water in flow paths
Standard deviation: The variability in pore volumes across different paths
Shape: Often approximated using a gamma distribution
Residence Time#
Residence time is the time water spends in the aquifer between infiltration and extraction points. It depends on:
Flow velocity
Path length
Porosity
Pore volume distribution
Retardation Factor#
The retardation factor accounts for processes that slow down solute transport relative to water flow:
Conservative tracers (R = 1): Move with the same velocity as water
Temperature (R = 2): Often retarded due to heat exchange with the solid matrix
Reactive solutes (R > 1): Delayed by sorption or chemical reactions
Temperature as a Natural Tracer#
Temperature variations in infiltrated water act as natural tracers because:
They are non-invasive and cost-effective
They provide continuous monitoring capability
They have known retardation properties
They are affected by the same transport processes as other solutes
Model Approaches#
Gamma Distribution Model#
The gamma distribution model assumes that pore volumes follow a gamma distribution with parameters:
Where: - \(k\) is the shape parameter - \(\theta\) is the scale parameter - Mean = \(k \cdot \theta\) - Variance = \(k \cdot \theta^2\)
Streamline Analysis#
Direct computation of pore volumes from flow field data:
Compute streamlines from infiltration to extraction points
Calculate areas between adjacent streamlines
Convert 2D areas to 3D pore volumes using aquifer depth
Use these volumes directly in transport calculations
Advection-Dispersion Framework#
The transport equations are solved using an advection-dispersion framework that accounts for:
Advection: Bulk movement with the flow
Dispersion: Spreading due to velocity variations
Retardation: Delayed transport due to physical/chemical processes
Applications#
Water Quality Management#
Predicting contaminant arrival times
Designing treatment systems
Assessing vulnerability to contamination
Aquifer Characterization#
Estimating hydraulic properties
Understanding flow heterogeneity
Validating groundwater models
Early Warning Systems#
Real-time monitoring of water quality
Automated alerts for contamination events
Digital twin applications for water utilities