Assessing the performance of the ensemble Kalman filter for subsurface flow data integration under variogram uncertainty

B. Jafarpour; Mohammadali Tarrahi

doi:10.1029/2010wr009090

Assessing the performance of the ensemble Kalman filter for subsurface flow data integration under variogram uncertainty

Water Resources Research ◽

10.1029/2010wr009090 ◽

2011 ◽

Vol 47 (5) ◽

Cited By ~ 57

Author(s):

B. Jafarpour ◽

Mohammadali Tarrahi

Keyword(s):

Kalman Filter ◽

Data Integration ◽

Ensemble Kalman Filter ◽

Subsurface Flow ◽

Flow Data ◽

Variogram Uncertainty

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Fast linearized forecasts for subsurface flow data assimilation with ensemble Kalman filter

Computational Geosciences ◽

10.1007/s10596-016-9570-7 ◽

2016 ◽

Vol 20 (5) ◽

pp. 929-952 ◽

Cited By ~ 4

Author(s):

Mohammadali Tarrahi ◽

Siavash Hakim Elahi ◽

Behnam Jafarpour

Keyword(s):

Kalman Filter ◽

Data Assimilation ◽

Ensemble Kalman Filter ◽

Subsurface Flow ◽

Flow Data

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Operational real-time modeling with ensemble Kalman filter of variably saturated subsurface flow including stream-aquifer interaction and parameter updating

Water Resources Research ◽

10.1029/2010wr009480 ◽

2011 ◽

Vol 47 (2) ◽

Cited By ~ 60

Author(s):

H. J. Hendricks Franssen ◽

H. P. Kaiser ◽

U. Kuhlmann ◽

G. Bauser ◽

F. Stauffer ◽

...

Keyword(s):

Kalman Filter ◽

Real Time ◽

Ensemble Kalman Filter ◽

Subsurface Flow ◽

Time Modeling

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Parameter estimation of subsurface flow models using iterative regularized ensemble Kalman filter

Stochastic Environmental Research and Risk Assessment ◽

10.1007/s00477-012-0613-x ◽

2012 ◽

Vol 27 (4) ◽

pp. 877-897 ◽

Cited By ~ 28

Author(s):

A. H. ELSheikh ◽

C. C. Pain ◽

F. Fang ◽

J. L. M. A. Gomes ◽

I. M. Navon

Keyword(s):

Parameter Estimation ◽

Kalman Filter ◽

Ensemble Kalman Filter ◽

Subsurface Flow ◽

Flow Models

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Prior model identification during subsurface flow data integration with adaptive sparse representation techniques

Computational Geosciences ◽

10.1007/s10596-013-9378-7 ◽

2013 ◽

Vol 18 (1) ◽

pp. 3-16 ◽

Cited By ~ 13

Author(s):

Mohammadreza M. Khaninezhad ◽

Behnam Jafarpour

Keyword(s):

Data Integration ◽

Sparse Representation ◽

Subsurface Flow ◽

Model Identification ◽

Flow Data ◽

Prior Model ◽

Representation Techniques

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Ensemble Kalman filter data assimilation for a process-based catchment scale model of surface and subsurface flow

Water Resources Research ◽

10.1029/2008wr007031 ◽

2009 ◽

Vol 45 (10) ◽

Cited By ~ 75

Author(s):

Matteo Camporese ◽

Claudio Paniconi ◽

Mario Putti ◽

Paolo Salandin

Keyword(s):

Kalman Filter ◽

Data Assimilation ◽

Ensemble Kalman Filter ◽

Subsurface Flow ◽

Scale Model ◽

Catchment Scale ◽

Surface And Subsurface Flow

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Sequential data assimilation for a subsurface flow model with the ensemble Kalman filter

Life-Cycle of Civil Engineering Systems - Life-Cycle of Structural Systems ◽

10.1201/b17618-199 ◽

2014 ◽

pp. 1347-1354

Author(s):

S Yamamoto ◽

M Honda ◽

M Suzuki ◽

H Sakurai

Keyword(s):

Kalman Filter ◽

Data Assimilation ◽

Ensemble Kalman Filter ◽

Flow Model ◽

Subsurface Flow ◽

Sequential Data ◽

Sequential Data Assimilation

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Ensemble Kalman Filter Assimilation of Transient Groundwater Flow Data: Stochastic Moment Solution Versus Traditional Monte Carlo Approach

Lecture Notes in Earth System Sciences - Mathematics of Planet Earth ◽

10.1007/978-3-642-32408-6_90 ◽

2013 ◽

pp. 407-410

Author(s):

Marco Panzeri ◽

Monica Riva ◽

Alberto Guadagnini ◽

Shlomo P. Neuman

Keyword(s):

Monte Carlo ◽

Kalman Filter ◽

Groundwater Flow ◽

Ensemble Kalman Filter ◽

Flow Data ◽

Solution Versus ◽

Monte Carlo Approach

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Adaptive multi-fidelity probabilistic collocation-based Kalman filter for subsurface flow data assimilation: numerical modeling and real-world experiment

Stochastic Environmental Research and Risk Assessment ◽

10.1007/s00477-020-01815-y ◽

2020 ◽

Vol 34 (8) ◽

pp. 1135-1146 ◽

Cited By ~ 1

Author(s):

Jun Man ◽

Qiang Zheng ◽

Laosheng Wu ◽

Lingzao Zeng

Keyword(s):

Numerical Modeling ◽

Kalman Filter ◽

Data Assimilation ◽

Real World ◽

Subsurface Flow ◽

Flow Data ◽

Probabilistic Collocation

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Assimilating transient groundwater flow data via a localized ensemble Kalman filter to calibrate a heterogeneous conductivity field

Stochastic Environmental Research and Risk Assessment ◽

10.1007/s00477-011-0534-0 ◽

2011 ◽

Vol 26 (3) ◽

pp. 467-478 ◽

Cited By ~ 19

Author(s):

Juxiu Tong ◽

Bill X. Hu ◽

Jinzhong Yang

Keyword(s):

Kalman Filter ◽

Groundwater Flow ◽

Ensemble Kalman Filter ◽

Flow Data

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Ensemble Kalman Filter for Out of Sequence Measurement Tracking

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.132.1617 ◽

2012 ◽

Vol 132 (10) ◽

pp. 1617-1625

Author(s):

Sirichai Pornsarayouth ◽

Masaki Yamakita

Keyword(s):

Kalman Filter ◽

Ensemble Kalman Filter

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