A stability analysis of the geostatistical approach to aquifer transmissivity identification

DOI10.1007/BF01543462zbMath0701.62100MaRDI QIDQ914315

G. N. Newsam, C. R. Dietrich

Publication date: 1989

Published in: Stochastic Hydrology and Hydraulics (Search for Journal in Brave)

zbMATH Keywords

regularizationill-posedGaussian random fieldconfined aquifergeostatistical approachill- conditioned parameter estimation problemill- conditioned systemsill-conditioned cokriging equationsinverse problem of transmissivity estimationpiezometric head datastability analysestransmissivity identification

Mathematics Subject Classification ID

Applications of statistics (62P99) Survival analysis and censored data (62N99) Geostatistics (86A32) Numerical computation of matrix norms, conditioning, scaling (65F35) Numerical linear algebra (65F99) Probabilistic methods, stochastic differential equations (65C99)

Related Items (6)

Information Fusion using the Kalman Filter based on Karhunen-Loève Decomposition ⋮ Wavelet-based functional reconstruction and extrapolation of fractional random fields ⋮ Kriging and spatial design accelerated by orders of magnitude: combining low-rank covariance approximations with FFT-techniques ⋮ Fractional-order regularization and wavelet approximation to the inverse estimation problem for random fields ⋮ Application of FFT-based algorithms for large-scale universal kriging problems ⋮ Stochastic partial differential equations in groundwater hydrology. II: Application to Borden aquifer

Uses Software

• spatial

Cites Work

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• On the Sharpness of Weyl’s Estimates for Eigenvalues of Smooth Kernels, II
• Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter
• An Inverse Problem for the Steady State Diffusion Equation
• Ridge Regression in Practice

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