Review of assimilating GRACE terrestrial water storage data into hydrological models: Advances, challenges and opportunities

SS Soltani, B Ataie-Ashtiani, CT Simmons - Earth-Science Reviews, 2021 - Elsevier
Global climate change and anthropogenic impacts lead to alterations in the water cycle,
water resource availability and the frequency and intensity of floods and droughts. As a …

Seasonal forecast of soil moisture over Mediterranean-climate forest catchments using a machine learning approach

RC Joshi, D Ryu, PNJ Lane, GJ Sheridan - Journal of Hydrology, 2023 - Elsevier
Seasonal forecast of soil moisture at large spatial scale over forested landscape has
numerous implications in forest hydrology and bushfire risk planning. Remotely sensed …

Drought evaluation over Yangtze River basin based on weighted water storage deficit

J Wang, Y Chen, Z Wang, P Shang - Journal of Hydrology, 2020 - Elsevier
Abstract The ability of Gravity Recovery and Climate Experiment (GRACE) to monitor large
scale drought events has been explored well during past few years. We develop an …

Groundwater depletion signals in the Beqaa Plain, Lebanon: evidence from GRACE and sentinel-1 data

EC Massoud, Z Liu, A Shaban, M El Hage - Remote Sensing, 2021 - mdpi.com
Regions with high productivity of agriculture, such as the Beqaa Plain, Lebanon, often rely
on groundwater supplies for irrigation demand. Recent reports have indicated that …

Simulation of urban expansion based on cellular automata and maximum entropy model

Y Zhang, X Liu, G Chen, G Hu - Science China Earth Sciences, 2020 - Springer
Urban expansion is a hot topic in land use/land cover change (LUCC) researches. In this
paper, maximum entropy model and cellular automata (CA) model are coupled into a new …

[HTML][HTML] Assimilating multivariate remote sensing data into a fully coupled subsurface-land surface hydrological model

SS Soltani, B Ataie-Ashtiani, A Al Bitar, CT Simmons… - Journal of …, 2024 - Elsevier
Hydrological models play a crucial role in tracking and predicting terrestrial water storage,
yet they face challenges due to uncertainties and inaccuracies caused by various factors …

Understanding the association between climate variability and the Nile's water level fluctuations and water storage changes during 1992–2016

M Khaki, J Awange, E Forootan, M Kuhn - Science of the total environment, 2018 - Elsevier
With the construction of the largest dam in Africa, the Grand Ethiopian Renaissance Dam
(GERD) along the Blue Nile, the Nile is back in the news. This, combined with Bujagali Dam …

The application of multi-mission satellite data assimilation for studying water storage changes over South America

M Khaki, J Awange - Science of the Total Environment, 2019 - Elsevier
Constant monitoring of total water storage (TWS; surface, groundwater, and soil moisture) is
essential for water management and policy decisions, especially due to the impacts of …

Assessing data assimilation frameworks for using multi-mission satellite products in a hydrological context

M Khaki, I Hoteit, M Kuhn, E Forootan… - Science of the Total …, 2019 - Elsevier
With a growing number of available datasets especially from satellite remote sensing, there
is a great opportunity to improve our knowledge of the state of the hydrological processes …

Improved remotely sensed satellite products for studying Lake Victoria's water storage changes

M Khaki, J Awange - Science of the Total Environment, 2019 - Elsevier
Lake Victoria (LV), the world's second largest freshwater lake, supports a livelihood of more
than 42 million people and modulates the regional climate. Studying its changes resulting …