A. Ramaswami et Mj. Small, MODELING THE SPATIAL VARIABILITY OF NATURAL TRACE-ELEMENT CONCENTRATIONS IN GROUNDWATER, Water resources research, 30(2), 1994, pp. 269-282
A conceptual stochastic model is developed that describes the natural
spatial variability of nonreactive solute concentrations in large grou
ndwater systems. The spatial variation in aqueous concentration is ass
ociated with dissolution from source areas of high mineral enrichment
in the aquifer matrix. The stochastic model considers randomly varying
inputs of a solute species from source deposits that occur as a two-d
imensional spatial Poisson process. A steady state advective-dispersiv
e transport equation is utilized to predict the downgradient movement
of the solute from the source areas. The total groundwater concentrati
on at any location is calculated from the superposition of the individ
ual contributions from each source area in the aquifer. A spatially va
rying concentration field results, described mathematically by a filte
red Poisson process model. The theoretical concentration field is nons
tationary, with the mean and variance increasing, and the coefficient
of variation decreasing, in the direction of groundwater flow. Gaussia
n fields for abundant elements and highly skewed probability distribut
ions for trace elements are indicated by the filtered Poisson process
model. Evaluation of elemental concentration data from the Sherwood aq
uifer in England demonstrates how field data may be analyzed in the co
ntext of the stochastic model.