Spatial downscaling of GRACE data based on XGBoost model for improved understanding of hydrological droughts in the Indus Basin Irrigation System (IBIS)

S Ali, B Khorrami, M Jehanzaib, A Tariq, M Ajmal… - Remote Sensing, 2023 - mdpi.com
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 …

Quantifying climate variability and regional anthropogenic influence on vegetation dynamics in northwest India

A Banerjee, S Kang, ME Meadows, Z Xia… - Environmental …, 2023 - Elsevier
To explore the spatio-temporal dynamics and mechanisms underlying vegetation cover in
Haryana State, India, and implications thereof, we obtained MODIS EVI imagery together …

Terrestrial and groundwater storage characteristics and their quantification in the Chitral (Pakistan) and Kabul (Afghanistan) river basins using GRACE/GRACE-FO …

A Tariq, S Ali, I Basit, A Jamil, N Farmonov… - Groundwater for …, 2023 - Elsevier
Abstract In Pakistan and Afghanistan, intensive groundwater abstraction has accelerated
socioeconomic development, but it also endangers the long-term sustainability of …

Constructing high-resolution groundwater drought at spatio-temporal scale using GRACE satellite data based on machine learning in the Indus Basin

S Ali, D Liu, Q Fu, MJM Cheema, SC Pal, A Arshad… - Journal of …, 2022 - Elsevier
The complicated phenomenon induced by inadequate precipitation is a drought that impacts
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)

A Arshad, A Mirchi, M Samimi, B Ahmad - Science of the Total Environment, 2022 - Elsevier
The growth of agricultural production systems is a major driver of groundwater depletion
worldwide. Balancing groundwater supply and food production requires localized …

[HTML][HTML] Groundwater level forecasting in a data-scarce region through remote sensing data downscaling, hydrological modeling, and machine learning: A case study …

A Rafik, YA Brahim, A Amazirh, M Ouarani… - Journal of Hydrology …, 2023 - Elsevier
Study region The upstream part of the Essaouira basin, a data-scare region in Morocco,
Northwestern Africa. Study focus The scarcity of hydro-climate data is a significant challenge …

Spatiotemporal variability and controlling factors of groundwater depletion in endorheic basins of Northwest China

W Cheng, Q Feng, H Xi, X Yin, C Sindikubwabo… - Journal of …, 2023 - Elsevier
Recent global groundwater overpumping is threatening ecosystem stability and food
security, particularly in arid basins. A solid investigation regarding the drivers of groundwater …

The GWR model-based regional downscaling of GRACE/GRACE-FO derived groundwater storage to investigate local-scale variations in the North China Plain

S Ali, J Ran, Y Luan, B Khorrami, Y Xiao… - Science of The Total …, 2024 - Elsevier
Groundwater storage and depletion fluctuations in response to groundwater availability for
irrigation require understanding on a local scale to ensure a reliable groundwater supply …

Estimating the spatio-temporal assessment of GRACE/GRACE-FO derived groundwater storage depletion and validation with in-situ water quality data (Yazd province …

V Amiri, S Ali, N Sohrabi - Journal of Hydrology, 2023 - Elsevier
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 …

GRACE Satellite-based analysis of spatiotemporal evolution and driving factors of groundwater storage in the black soil region of Northeast China

S Wang, G Cui, X Li, Y Liu, X Li, S Tong, M Zhang - Remote Sensing, 2023 - mdpi.com
Clarifying the evolution pattern of groundwater storage (GWS) is crucial for exploring the
amount of available water resources at a regional or basin scale. Currently, the groundwater …