Causes and implications of groundwater depletion in India: A review
Groundwater plays a vital role in food security, water availability, and economic growth of
more than 1.3 billion people in India. Notwithstanding the development of irrigation schemes …
more than 1.3 billion people in India. Notwithstanding the development of irrigation schemes …
Spatial downscaling of GRACE data based on XGBoost model for improved understanding of hydrological droughts in the Indus Basin Irrigation System (IBIS)
Climate change may cause severe hydrological droughts, leading to water shortages which
will require to be assessed using high-resolution data. Gravity Recovery and Climate …
will require to be assessed using high-resolution data. Gravity Recovery and Climate …
Big data analytics and its role to support groundwater management in the southern African development community
Big data analytics (BDA) is a novel concept focusing on leveraging large volumes of
heterogeneous data through advanced analytics to drive information discovery. This paper …
heterogeneous data through advanced analytics to drive information discovery. This paper …
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 …
Data-driven models for accurate groundwater level prediction and their practical significance in groundwater management
J Sun, L Hu, D Li, K Sun, Z Yang - Journal of Hydrology, 2022 - Elsevier
The overexploitation of groundwater resource and its delicacy management has gained
increasing attentions in recent years worldwide because of causing a series of serious …
increasing attentions in recent years worldwide because of causing a series of serious …
Constructing high-resolution groundwater drought at spatio-temporal scale using GRACE satellite data based on machine learning in the Indus Basin
The complicated phenomenon induced by inadequate precipitation is a drought that impacts
water resources and human life. Traditional methods to assess groundwater drought events …
water resources and human life. Traditional methods to assess groundwater drought events …
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 …
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 …
Statistical applications to downscale GRACE-derived terrestrial water storage data and to fill temporal gaps
The Gravity Recovery and Climate Experiment (GRACE) has been successfully used to
monitor variations in terrestrial water storage (GRACETWS) and groundwater storage …
monitor variations in terrestrial water storage (GRACETWS) and groundwater storage …
Variations of groundwater storage in different basins of China over recent decades
Z Yin, Y Xu, X Zhu, J Zhao, Y Yang, J Li - Journal of Hydrology, 2021 - Elsevier
As an important freshwater resource, groundwater is of great significance to agriculture,
industry, and daily life. The investigation of groundwater storage (GWS) in different regions …
industry, and daily life. The investigation of groundwater storage (GWS) in different regions …