[HTML][HTML] The role of space-based observations for groundwater resource monitoring over Africa
A Springer, T Lopez, M Owor, F Frappart… - Surveys in Geophysics, 2023 - Springer
Africa is particularly vulnerable to climate change impacts, which threatens food security,
ecosystem protection and restoration initiatives, and fresh water resources availability and …
ecosystem protection and restoration initiatives, and fresh water resources availability and …
A comparative analysis of statistical and machine learning techniques for mapping the spatial distribution of groundwater salinity in a coastal aquifer
Groundwater salinity in an aquifer system is typically measured through field studies (eg,
groundwater sampling, and direct current resistivity method). The field-based measurements …
groundwater sampling, and direct current resistivity method). The field-based measurements …
[HTML][HTML] What can the GRACE seasonal cycle tell us about lake-aquifer interactions?
Lake-aquifer interactions have been the subject of investigation and debate for decades.
Traditional investigation methods include measurement of water flux across the groundwater …
Traditional investigation methods include measurement of water flux across the groundwater …
[HTML][HTML] Improving the resolution of GRACE data for spatio-temporal groundwater storage assessment
S Ali, D Liu, Q Fu, MJM Cheema, QB Pham… - Remote Sensing, 2021 - mdpi.com
Groundwater has a significant contribution to water storage and is considered to be one of
the sources for agricultural irrigation; industrial; and domestic water use. The Gravity …
the sources for agricultural irrigation; industrial; and domestic water use. The Gravity …
Filling the data gaps within GRACE missions using singular spectrum analysis
Dozens of missing epochs in the monthly gravity product of the satellite mission Gravity
Recovery and Climate Experiment (GRACE) and its follow‐on (GRACE‐FO) mission greatly …
Recovery and Climate Experiment (GRACE) and its follow‐on (GRACE‐FO) mission greatly …
[HTML][HTML] Downscaling GRACE total water storage change using partial least squares regression
BD Vishwakarma, J Zhang, N Sneeuw - Scientific data, 2021 - nature.com
Abstract The Gravity Recovery And Climate Experiment (GRACE) satellite mission recorded
temporal variations in the Earth's gravity field, which are then converted to Total Water …
temporal variations in the Earth's gravity field, which are then converted to Total Water …
Drought monitoring by downscaling GRACE-derived terrestrial water storage anomalies: A deep learning approach
The current study proposes a new method to downscale the monthly GRACE-derived
Terrestrial Water Storage Anomaly (TWSA) to 10 km spatial resolution over Iran using deep …
Terrestrial Water Storage Anomaly (TWSA) to 10 km spatial resolution over Iran using deep …
[HTML][HTML] Groundwater prediction using machine-learning tools
Predicting groundwater availability is important to water sustainability and drought
mitigation. Machine-learning tools have the potential to improve groundwater prediction …
mitigation. Machine-learning tools have the potential to improve groundwater prediction …
Machine learning applications for water-induced soil erosion modeling and mapping
Assessment of water-induced soil erosion as a crucial part of soil conservation plans is
costly and time-consuming when applied to an extensive area. In this study, we propose a …
costly and time-consuming when applied to an extensive area. In this study, we propose a …
Comparison of physical and data-driven models to forecast groundwater level changes with the inclusion of GRACE–A case study over the state of Victoria, Australia
W Yin, Z Fan, N Tangdamrongsub, L Hu, M Zhang - Journal of Hydrology, 2021 - Elsevier
Accurate prediction of groundwater levels (GWLs) is of significant importance in the
sustainable use and efficient management of groundwater resources. A comparative study is …
sustainable use and efficient management of groundwater resources. A comparative study is …