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Journal of Hydrology, ISSN 0022-1694, 12/2017, Volume 555, pp. 447 - 462
Journal Article
Journal of Hydrology, ISSN 0022-1694, 08/2015, Volume 527, pp. 442 - 457
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 11/2015, Volume 63, Issue 21, pp. 5853 - 5867
Journal Article
Signal Processing, ISSN 0165-1684, 03/2020, Volume 168, p. 107339
This paper considers the problem of estimating point-like pollution sources of groundwater layers. To cope with the ill-posed character of this problem, a... 
Groundwater pollution | Bayesian estimation | Point-like source | Variational Bayes | Markov chain Monte Carlo | Inverse problem | SOURCE LOCALIZATION | RELEASE HISTORY | ALGORITHM | INFERENCE | SIMULATION | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Hydrology and Earth System Sciences, ISSN 1027-5606, 02/2016, Volume 20, Issue 1, p. 1
Journal Article
Quarterly Journal of the Royal Meteorological Society, ISSN 0035-9009, 04/2017, Volume 143, Issue 705, pp. 1877 - 1885
Journal Article
Monthly Weather Review, ISSN 0027-0644, 2016, Volume 144, Issue 2, pp. 781 - 800
Journal Article
Monthly Weather Review, ISSN 0027-0644, 03/2018, Volume 146, Issue 3, pp. 871 - 887
Journal Article
Quarterly Journal of the Royal Meteorological Society, ISSN 0035-9009, 04/2017, Volume 143, Issue 705, pp. 1877 - 1885
Journal Article
MONTHLY WEATHER REVIEW, ISSN 0027-0644, 09/2019, Volume 147, Issue 9, pp. 3283 - 3300
This work combines two auxiliary techniques, namely the one-step-ahead (OSA) smoothing and the hybrid formulation, to boost the forecasting skills of a storm... 
SYSTEM | UNCERTAINTIES | ERRORS | Filtering techniques | MODEL | Ensembles | Forecasting | PREDICTION | SCHEME | WAVES | CITY | FRAMEWORK | DATA ASSIMILATION | METEOROLOGY & ATMOSPHERIC SCIENCES
Journal Article
JOURNAL OF HYDROLOGY, ISSN 0022-1694, 10/2019, Volume 577, p. 123924
Accurate water level forecasts during flood events are crucial to mitigate the loss of human lives and economic damages. However, the accuracy of flood models... 
Shallow water equations | Ensemble Kalman filter | ALGORITHM | DISTRIBUTED WATER LEVELS | WATER RESOURCES | RIVER | MODEL | KALMAN FILTER | Flood modeling | SCHEME | TRANSPORT | ENGINEERING, CIVIL | GEOSCIENCES, MULTIDISCIPLINARY | State-parameter estimation | Data assimilation
Journal Article
Monthly Weather Review, ISSN 0027-0644, 02/2018, Volume 146, Issue 2, pp. 561 - 581
Journal Article
Signal Processing, ISSN 0165-1684, 2011, Volume 91, Issue 8, pp. 2064 - 2077
We address the recursive computation of the filtering probability density function (pdf) in a hidden Markov chain (HMC) model. We first observe that the... 
Sequential importance sampling | Sequential Monte Carlo | Particle filtering | Sampling importance resampling | Kalman filters | BOOTSTRAP | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Filtering | Filtration | Computation | Signal processing | Recursive | Probability density functions | Engineering Sciences | Signal and Image processing
Journal Article
Journal Article
Hydrology and Earth System Sciences Discussions, ISSN 1812-2116, 02/2016, pp. 1 - 38
Ensemble Kalman filtering (EnKF) is an efficient approach to addressing uncertainties in subsurface groundwater models. The EnKF sequentially integrates field... 
Journal Article
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