S. Alapati et Zj. Kabala, Recovering the release history of a groundwater contaminant using a non-linear least-squares method, HYDROL PROC, 14(6), 2000, pp. 1003-1016
A non-linear least-squares (NLS) method is used without regularization to r
ecover the release history of a groundwater contaminant plume from its curr
ent measured spatial distribution. The flow system is assumed to be one-dim
ensional, with the plume originating from a known single site. The solution
is found to be very sensitive to noise and to the extent to which the plum
e is dissipated. Although the NLS method is extremely sensitive to measurem
ent errors for the gradual release scenario, it can resolve the release his
tories for catastrophic release scenarios reasonably well, even in the pres
ence of moderate measurement errors. A number of synthetic numerical exampl
es are analysed. We find that for catastrophic contaminant releases the NLS
method may be an alternative to the Tikhonov regularization approach. Copy
right (C) 2000 John Wiley & Sons, Ltd.