A two-update ensemble Kalman filter for land hydrological data assimilation with an uncertain constraint

QR Code

A two-update ensemble Kalman filter for land hydrological data assimilation with an uncertain constraint

Â© 2017 Elsevier B.V. Assimilating Gravity Recovery And Climate Experiment (GRACE) data into land hydrological models provides a valuable opportunity to improve the modelsâ€™ forecasts and increases our knowledge of terrestrial water storages (TWS). The assimilation, however, may harm the consistenc...

Full description

Bibliographic Details
Main Authors:	Khaki, M., Ait-El-Fquih, B., Hoteit, I., Forootan, E., Awange, Joseph, Kuhn, Michael
Format:	Journal Article
Published:	Elsevier BV 2017
Online Access:	http://hdl.handle.net/20.500.11937/63110

Similar Items

Unsupervised ensemble Kalman filtering with an uncertain constraint for land hydrological data assimilation
by: Khaki, Mehdi, et al.
Published: (2018)

Nonparametric Data Assimilation Scheme for Land Hydrological Applications
by: Khaki, M., et al.
Published: (2018)

Assessing data assimilation frameworks for using multi-mission satellite products in a hydrological context
by: Khaki, Mehdi, et al.
Published: (2019)

Assessing sequential data assimilation techniques for integrating GRACE data into a hydrological model
by: Khaki, M., et al.
Published: (2017)

Accounting for spatial correlation errors in the assimilation of GRACE into hydrological models through localization
by: Khaki, M., et al.
Published: (2017)

Determining water storage depletion within Iran by assimilating GRACE data into the W3RA hydrological model
by: Khaki, M., et al.
Published: (2018)

A study of Bangladesh's sub-surface water storages using satellite products and data assimilation scheme
by: Khaki, M., et al.
Published: (2018)

Altimetry-derived surface water data assimilation over the Nile Basin
by: Khaki, M., et al.
Published: (2020)

The application of multi-mission satellite data assimilation for studying water storage changes over South America
by: Khaki, M., et al.
Published: (2019)

Parameterizations for ensemble Kalman inversion
by: Chada, Neil, et al.
Published: (2018)

Understanding the association between climate variability and the Nile's water level fluctuations and water storage changes during 1992–2016
by: Khaki, Mehdi, et al.
Published: (2018)

Robust distributed Kalman filter for wireless sensor networks with uncertain communication channels
by: Kim, Du Yong, et al.
Published: (2012)

Kullback–Leibler divergence approach to partitioned update Kalman filter
by: Raitoharju, M., et al.
Published: (2017)

Integrating satellite soil-moisture estimates and hydrological model products over Australia
by: Khaki, M., et al.
Published: (2019)

Efficient basin scale filtering of GRACE satellite products
by: Khaki, M., et al.
Published: (2018)

Improved gravity anomaly fields from retracked multimission satellite radar altimetry observations over the Persian Gulf and the Caspian Sea
by: Khaki, M., et al.
Published: (2015)

Nonlinear filtering update phase via the single point truncated unscented Kalman filter
by: Garcia Fernandez, Angel, et al.
Published: (2011)

The newly merged satellite remotely sensed, gauge and reanalysis-based Multi-Source Weighted-Ensemble Precipitation: Evaluation over Australia and Africa (1981–2016)
by: Awange, Joseph, et al.
Published: (2019)

GRACE-derived land-hydrological mass changes and their impact on relative sea-level variations
by: Baur, O., et al.
Published: (2011)

GRACE Hydrological Monitoring of Australia: Current Limitations and Future Prospects
by: Awange, Joseph, et al.
Published: (2009)

Understanding the global hydrological droughts of 2003–2016 and their relationships with teleconnections
by: Forootan, E., et al.
Published: (2019)

On the suitability of the 4° × 4° GRACE mascon solutions for remote sensing Australian hydrology
by: Awange, Joseph, et al.
Published: (2010)

Analysis of hydrological variability over the Volta river basin using in-situ data and satellite observations
by: Ndehedehe, C., et al.
Published: (2017)

On the potentials of multiple climate variables in assessing the spatio-temporal characteristics of hydrological droughts over the Volta Basin
by: Ndehedehe, C., et al.
Published: (2016)

Robust reliabile H∞ control for uncertain systems with pole constraints
by: Gao, X., et al.
Published: (2012)

Integration Frameworks for Merging Satellite Remote Sensing Observations with Hydrological Model Outputs
by: Khaki, Mehdi
Published: (2018)

Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products
by: Anyah, R., et al.
Published: (2018)

Land management
by: Awange, Joseph
Published: (2018)

Ensemble-marginalized Kalman filter for linear time-dependent PDEs with noisy boundary conditions: application to heat transfer in building walls
by: Iglesias, Marco, et al.
Published: (2018)

Exploring the value of machine learning for weighted multi-model combination of an ensemble of global hydrological models
by: Zaherpour, Jamal, et al.
Published: (2019)

Separation of large scale water storage patterns over Iran using GRACE, altimetry and hydrological data
by: Forootan, E., et al.
Published: (2014)

Multi-period portfolio selection problem under uncertain environment with bankruptcy constraint
by: Li, B., et al.
Published: (2018)

Impacts of climate and land surface changes on urban catchment hydrology
by: Sarukkalige, Priyantha Ranjan
Published: (2013)

SWAT-based hydrological modelling of tropical land-use scenarios
by: Memarian, Hadi, et al.
Published: (2014)

Truncated unscented kalman filtering
by: Garcia Fernandez, Angel, et al.
Published: (2012)

Collaborative decision making in uncertain environments
by: Baxter, Joseph L.
Published: (2009)

Changes and variability of precipitation and temperature in the Ganges-Brahmaputra-Meghna River Basin based on global high-resolution reanalyses
by: Khandu, et al.
Published: (2016)

Hydrological responses to climate and land use change at watershed scale_ Malaysia
by: Ebrahimian, Mahboubeh, et al.
Published: (2017)

Improved remotely sensed satellite products for studying Lake Victoria's water storage changes
by: Khaki, M., et al.
Published: (2019)

The 2019–2020 rise in lake victoria monitored from space: exploiting the state-of-the-art grace-fo and the newly released era-5 reanalysis products
by: Khaki, M., et al.
Published: (2021)