Concepedia

Data assimilation of soil water flow via ensemble Kalman filter: Infusing soil moisture data at different scales

Penghui Zhu, Liangsheng Shi, Yan Zhu, Qiuru Zhang, Kai Huang, Mathew Williams

Journal of Hydrology · 2017 · 37 citations · 45 references

Open access

Concepts

AgricultureEarth SciencesHydrologySoil ScienceData AssimilationKalman FilteringSoil Water DynamicsSoil-water BalanceWater ContentWater InfiltrationEnsemble Data AssimilationEnsemble Kalman FilterEnsemble Kalman FilteringEnsemble-based Data AssimilationHydrological Data AssimilationSoil Moisture Data AssimilationSoil Water FlowSoil-water-flow Dynamics

References

45

Sequential data assimilation with a nonlinear quasi‐geostrophic model using Monte Carlo methods to forecast error statistics

Geir Evensen · Journal of Geophysical Research Atmospheres · 1994 · 5.5K citations · Full text

Natural Sciences, Earth Sciences, Oceanography +17

The Soil Moisture Active Passive (SMAP) Mission

Dara Entekhabi, E. G. Njoku, Peggy O’Neill et al. · Proceedings of the IEEE · 2010 · 3.7K citations · Full text

Natural Sciences, Earth Sciences, Soil Sciences +16

Analysis Scheme in the Ensemble Kalman Filter

Gerrit Burgers, Peter Jan van Leeuwen, Geir Evensen · Monthly Weather Review · 1998 · 1.9K citations · Full text

Computing, Earth Sciences, Stochastic Modeling +12

Dual state–parameter estimation of hydrological models using ensemble Kalman filter

Hamid Moradkhani, Soroosh Sorooshian, Hoshin V. Gupta et al. · Advances in Water Resources · 2004 · 927 citations · Full text

Natural Sciences, Earth Sciences, Hydrology +16

Hydrologic Data Assimilation with the Ensemble Kalman Filter

Rolf H. Reichle, Dennis McLaughlin, Dara Entekhabi · Monthly Weather Review · 2002 · 906 citations · Full text

Natural Sciences, Earth Sciences, Hydrology +14