Mh. Jin et Cj. Duffy, SPECTRAL AND BISPECTRAL ANALYSIS FOR SINGLE-INPUT AND MULTIPLE-INPUT NONLINEAR PHREATIC AQUIFER SYSTEMS, Water resources research, 30(7), 1994, pp. 2073-2095
In general, stochastic partial differential equations and/or boundary
conditions describing flow in phreatic aquifers are nonlinear. This pa
per uses second-order perturbation to approximate the response of a ph
reatic aquifer system subject to multiple random inputs. The approach
is equivalent to assuming quadratic nonlinearities in the original non
linear phreatic aquifer system. Using frequency domain representations
, the resulting model is decomposed into linear and nonlinear (quadrat
ic) frequency response functions (FRF). For Gaussian input, the respon
se of a nonlinear phreatic aquifer system is non-Gaussian and is typic
ally skewed. Thus the variance spectrum is insufficient to describe th
e response process. The bispectrum, defined as the Fourier transform o
f the third-order cumulant sequence, represents the distribution of sk
ewness with frequency and further serves as a measure of the nonlinear
ity of the system. Given input processes of aquifer recharge and strea
m stage fluctuations, the linear and quadratic FRF are used to constru
ct the spectrum and bispectrum of the response process. The role of no
nlinearity in a stream-aquifer system is examined.