Principal Component Geostatistical Approach for large-dimensional inverse problems

The quasi‐linear geostatistical approach is for weakly nonlinear underdetermined inverse problems, such as Hydraulic Tomography and Electrical Resistivity Tomography. It provides best estimates as well as measures for uncertainty quantification. However, for its textbook implementation, the approach...

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Veröffentlicht in:	Water resources research 2014-07, Vol.50 (7), p.5428-5443
Hauptverfasser:	Kitanidis, P. K., Lee, J.
Format:	Artikel
Sprache:	eng
Schlagworte:	computational data analysis Electrical resistivity ENVIRONMENTAL SCIENCES Environmental Sciences & Ecology GEOSCIENCES geostatistics Inverse problems inversion Marine & Freshwater Biology Nonlinear programming stochastic Tomography Water Resources
Online-Zugang:	Volltext
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