Efficient multiscale imaging of subsurface resistivity with uncertainty quantification using ensemble Kalman inversion

CHM Tso, M Iglesias, P Wilkinson… - Geophysical Journal …, 2021 - academic.oup.com
Electrical resistivity tomography (ERT) is widely used to image the Earth's subsurface and
has proven to be an extremely useful tool in application to hydrological problems …

Subsidence in the Dutch Wadden sea

PA Fokker, FJ Van Leijen, B Orlic… - Netherlands Journal of …, 2018 - cambridge.org
Ground surface dynamics is one of the processes influencing the future of the Wadden Sea
area. Vertical land movement, both subsidence and heave, is a direct contributor to changes …

Application of an ensemble smoother with multiple data assimilation to the Bergermeer gas field, using PS-InSAR

PA Fokker, BBT Wassing, FJ Van Leijen… - … for Energy and the …, 2016 - Elsevier
Satellite radar data were used to estimate subsurface model parameters of the Bergermeer
gas field. Directly using combinations of the line-of-sight measurements in both ascending …

Feasibility of using in situ deformation to monitor CO2 storage

LC Murdoch, LN Germanovich, SJ DeWolf… - International Journal of …, 2020 - Elsevier
Deformation during CO 2 injection can lead to problems, like seismicity or fluid leaks, but
small strains have the potential to be a useful signal for monitoring. The objective of this …

A novel methodological approach for land subsidence prediction through data assimilation techniques

L Gazzola, M Ferronato, M Frigo, C Janna… - Computational …, 2021 - Springer
Anthropogenic land subsidence can be evaluated and predicted by numerical models,
which are often built over deterministic analyses. However, uncertainties and …

A novel framework for filling data gaps in groundwater level observations

PD Oikonomou, AH Alzraiee, CA Karavitis… - Advances in water …, 2018 - Elsevier
Groundwater level knowledge is one of the crucial information for sustainable use of
groundwater resources and efficient and effective conjunctive management of surface and …

Data assimilation of surface displacements to improve geomechanical parameters of gas storage reservoirs

C Zoccarato, D Bau, M Ferronato… - Journal of …, 2016 - Wiley Online Library
Although the beginning of reservoir geomechanics dates back to the late 1960s, only
recently stochastical geomechanical modelling has been introduced into the general …

The numerical solution of Richards' equation by means of method of lines and ensemble Kalman filter

M Berardi, M Vurro - Mathematics and Computers in Simulation, 2016 - Elsevier
Here a numerical technique based on the method of lines (MoL) for solving Richards'
equation is presented. The Richards' equation deals with modeling infiltration of water into …

[HTML][HTML] Reducing uncertainty on land subsidence modeling prediction by a sequential data-integration approach. Application to the Arlua off-shore reservoir in Italy

L Gazzola, M Ferronato, P Teatini, C Zoccarato… - … for Energy and the …, 2023 - Elsevier
In recent years, the awareness about the critical importance of correctly dealing with
uncertainty in numerical models is spreading over an increasing number of application …

A new data assimilation technique based on ensemble Kalman filter and Brownian bridges: An application to Richards' equation

M Berardi, A Andrisani, L Lopez, M Vurro - Computer Physics …, 2016 - Elsevier
In this paper a new data assimilation technique is proposed which is based on the ensemble
Kalman filter (EnKF). Such a technique will be effective if few observations of a dynamical …