NCoE

Data assimilation in the geosciences: An overview of methods, issues, and perspectives

Submitted by Laurent Bertino on 17 August, 2018 - 10:31

A. Carrassi, Bocquet, M., Bertino, L., and Evensen, G., “Data assimilation in the geosciences: An overview of methods, issues, and perspectives”, Wiley Interdisciplinary Reviews: Climate Change, vol. 9, no. 5, p. e535, 2018.

Accounting for model errors in iterative ensemble smoothers

Submitted by Laurent Bertino on 26 April, 2019 - 10:51

G. Evensen, “Accounting for model errors in iterative ensemble smoothers”, Computational Geosciences, 2019.

Coupled ice-ocean modeling and predictions

Submitted by Laurent Bertino on 17 August, 2018 - 10:34

L. Bertino and Holland, M. M., “Coupled ice-ocean modeling and predictions”, Journal of Marine Research, vol. 75, no. 6, pp. 839 - 875, 2017.

Assimilation of semi-qualitative observations with a stochastic Ensemble Kalman Filter

Submitted by Laurent Bertino on 17 August, 2018 - 10:30

A. Shah, Gharamti, M. El, and Bertino, L., “Assimilation of semi-qualitative observations with a stochastic Ensemble Kalman Filter”, Quarterly Journal of the Royal Meteorological Society, 2018.

Multivariate hydrological data assimilation of soil moisture and groundwaterhead

Submitted by Laurent Bertino on 20 March, 2018 - 16:35

D. Zhang, Madsen, H., Ridler, M. E., Kidmose, J., Jensen, K. H., and Refsgaard, J. C., “Multivariate hydrological data assimilation of soil moisture and groundwaterhead”, Hydrology and Earth System Sciences, vol. 20, no. 10, pp. 4341 - 4357, 2016.

Data assimilation framework: Linking an open data assimilation library (OpenDA) to a widely adopted model interface (OpenMI)

Submitted by Laurent Bertino on 20 March, 2018 - 16:32

M. E. Ridler, van Velzen, N., Hummel, S., Sandholt, I., Falk, A. Katrine, Heemink, A., and Madsen, H., “Data assimilation framework: Linking an open data assimilation library (OpenDA) to a widely adopted model interface (OpenMI)”, Environmental Modelling & Software, vol. 57, pp. 76 - 89, 2014.

Assimilation of surface NO2 and O3 observations into the SILAM chemistry transport model

Submitted by Laurent Bertino on 20 March, 2018 - 16:18

J. Vira and Sofiev, M., “Assimilation of surface NO2 and O3 observations into the SILAM chemistry transport model”, Geoscientific Model Development, vol. 8, no. 2, pp. 191 - 203, 2015.

Analysis of iterative ensemble smoothers for solving inverse problems

Submitted by Laurent Bertino on 19 March, 2018 - 10:06

G. Evensen, “Analysis of iterative ensemble smoothers for solving inverse problems”, Computational Geosciences, 2018.

Four-dimensional ensemble variational data assimilation and the unstable subspace

Submitted by Laurent Bertino on 19 March, 2018 - 10:00

M. Bocquet and Carrassi, A., “Four-dimensional ensemble variational data assimilation and the unstable subspace”, Tellus A: Dynamic Meteorology and Oceanography, vol. 69, no. 1, p. 1304504, 2017.

Bias-aware data assimilation in integrated hydrological modelling

Submitted by Laurent Bertino on 19 March, 2018 - 09:36

M. - E. Ridler, Zhang, D., Madsen, H., Kidmose, J., Refsgaard, J. C., and Jensen, K. H., “Bias-aware data assimilation in integrated hydrological modelling”, Hydrology Research, p. nh2017117, 2017.

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