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On the impacts of observation location, timing and frequency on flood extent assimilation performance 期刊论文
Water Resources Research, 2021
作者:  Antara Dasgupta;  Renaud Hostache;  RAAJ Ramasankaran;  Guy J.‐;  P Schumann;  Stefania Grimaldi;  Valentijn R. N. Pauwels;  Jeffrey P. Walker
收藏  |  浏览/下载：7/0  |  提交时间：2021/01/22
A mutual information‐based likelihood function for particle filter flood extent assimilation 期刊论文
Water Resources Research, 2021
作者:  Antara Dasgupta;  Renaud Hostache;  RAAJ Ramasankaran;  Guy J.‐;  P Schumann;  Stefania Grimaldi;  Valentijn R. N. Pauwels;  Jeffrey P. Walker
收藏  |  浏览/下载：6/0  |  提交时间：2021/01/22
Deep Learning for an improved prediction of rainfall retrievals from commercial microwave links 期刊论文
Water Resources Research, 2020
作者:  Jayaram Pudashine;  Adrien Guyot;  Francois Petitjean;  Valentijn R. N. Pauwels;  Remko Uijlenhoet;  Alan Seed;  Mahesh Prakash;  Jeffrey P. Walker
收藏  |  浏览/下载：6/0  |  提交时间：2020/06/01
Feasibility of Improving Groundwater Modeling by Assimilating Evapotranspiration Rates 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Gelsinari, Simone;  Doble, Rebecca;  Daly, Edoardo;  Pauwels, Valentijn R. N.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
groundwater  data assimilation  ensemble Kalman filter  unsaturated zone  evapotranspiration  MODFLOW  
On the Use of Adaptive Ensemble Kalman Filtering to Mitigate Error Misspecifications in GRACE Data Assimilation 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (9) : 7622-7637
作者:  Shokri, Ashkan;  Walker, Jeffrey P.;  van Dijk, Albert I. J. M.;  Pauwels, Valentijn R. N.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
adaptive EnKF  GRACE  data assimilation  model error misspecification  error correction  
Confirmation of a Short-Time Expression for the Hydrograph Rising Limb of an Initially Dry Aquifer Using Laboratory Hillslope Outflow Experiments 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (12) : 10350-10361
作者:  Pauwels, Valentijn R. N.;  Uijlenhoet, Remko
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
groundwater flow  recharge  modeling  
Performance of Different Ensemble Kalman Filter Structures to Assimilate GRACE Terrestrial Water Storage Estimates Into a High-Resolution Hydrological Model: A Synthetic Study 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8931-8951
作者:  Shokri, Ashkan;  Walker, Jeffrey P.;  van Dijk, Albert I. J. M.;  Pauwels, Valentijn R. N.
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
EnKF  GRACE  TWS  hydrological modeling  
Estimating rainfall time series and model parameter distributions using model data reduction and inversion techniques 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (8)
作者:  Wright, Ashley J.;  Walker, Jeffrey P.;  Pauwels, Valentijn R. N.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
parameter estimation  rainfall retrieval  Bayesian statistics  wavelet transform  
Improved water balance component estimates through joint assimilation of GRACE water storage and SMOS soil moisture retrievals 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (3)
作者:  Tian, Siyuan;  Tregoning, Paul;  Renzullo, Luigi J.;  van Dijk, Albert I. J. M.;  Walker, Jeffrey P.;  Pauwels, Valentijn R. N.;  Allgeyer, Sebastien
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
data assimilation  GRACE  SMOS  water balance