Remote sensing of groundwater: current capabilities and future directions
Globally, groundwater represents a critical natural resource that is affected by changes in
natural supply and renewal, as well as by increasing human demand and consumption …
natural supply and renewal, as well as by increasing human demand and consumption …
Groundwater depletion in California's Central Valley accelerates during megadrought
Groundwater provides nearly half of irrigation water supply, and it enables resilience during
drought, but in many regions of the world, it remains poorly, if at all managed. In heavily …
drought, but in many regions of the world, it remains poorly, if at all managed. In heavily …
AutoML-GWL: Automated machine learning model for the prediction of groundwater level
Predicting groundwater levels is pivotal in curbing overexploitation and ensuring effective
water resource governance. However, groundwater level prediction is intricate, driven by …
water resource governance. However, groundwater level prediction is intricate, driven by …
Combining downscaled-GRACE data with SWAT to improve the estimation of groundwater storage and depletion variations in the Irrigated Indus Basin (IIB)
The growth of agricultural production systems is a major driver of groundwater depletion
worldwide. Balancing groundwater supply and food production requires localized …
worldwide. Balancing groundwater supply and food production requires localized …
Relic groundwater and prolonged drought confound interpretations of water sustainability and lithium extraction in arid lands
Demand for lithium for batteries is growing rapidly with the global push to decarbonize
energy systems. The Salar de Atacama, Chile holds∼ 42% of the planet's reserves in the …
energy systems. The Salar de Atacama, Chile holds∼ 42% of the planet's reserves in the …
Machine learning based downscaling of GRACE-estimated groundwater in Central Valley, California
Abstract California's Central Valley, one of the most agriculturally productive regions, is also
one of the most stressed aquifers in the world due to anthropogenic groundwater over …
one of the most stressed aquifers in the world due to anthropogenic groundwater over …
Advancements in drought using remote sensing: assessing progress, overcoming challenges, and exploring future opportunities
The use of remote sensing for monitoring and managing droughts is examined in this review
study. Drought has a significant impact on how water resources are managed and …
study. Drought has a significant impact on how water resources are managed and …
Estimating the spatio-temporal assessment of GRACE/GRACE-FO derived groundwater storage depletion and validation with in-situ water quality data (Yazd province …
Due to the lack of surface water availability in Yazd province, groundwater has been
overexploited as a key source of water supply, resulting in the overexploitation of …
overexploited as a key source of water supply, resulting in the overexploitation of …
Subsurface water flux in California's Central Valley and its source watershed from space geodesy
Abstract We integrate Global Positioning System displacements, Gravity Recovery and
Climate Experiment gravity data, reservoir water volumes, and snowpack to estimate change …
Climate Experiment gravity data, reservoir water volumes, and snowpack to estimate change …
Spatio-temporal analysis of hydrometeorological variables for terrestrial and groundwater storage assessment
Groundwater is a vital resource supporting various sectors such as agriculture, industry, and
drinking water supplies. Gravity Recovery and Climate Experiment (GRACE) and its follow …
drinking water supplies. Gravity Recovery and Climate Experiment (GRACE) and its follow …