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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 …
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 **ao… - 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 …
irrigation require understanding on a local scale to ensure a reliable groundwater supply …
Investigating the local-scale fluctuations of groundwater storage by using downscaled GRACE/GRACE-FO JPL mascon product based on machine learning (ML) …
B Khorrami, S Ali, O Gündüz - Water Resources Management, 2023 - Springer
Groundwater storage is of grave significance for humanity by sustaining the required water
for agricultural irrigation, industry, and domestic use. Notwithstanding the impressive …
for agricultural irrigation, industry, and domestic use. Notwithstanding the impressive …
Statistical downscaling of GRACE TWSA estimates to a 1-km spatial resolution for a local-scale surveillance of flooding potential
Abstract The Gravity Recovery and Climate Experiment (GRACE) paved the way for large-
scale monitoring of the hydrological extremes. However, local scale analysis is aslo …
scale monitoring of the hydrological extremes. However, local scale analysis is aslo …
An appraisal of the local‐scale spatio‐temporal variations of drought based on the integrated GRACE/GRACE‐FO observations and fine‐resolution FLDAS model
B Khorrami, S Ali, O Gündüz - Hydrological Processes, 2023 - Wiley Online Library
The gravity recovery and climate experiment (GRACE) observations have so far been
utilized to detect and trace the variations of hydrological extremes worldwide. However …
utilized to detect and trace the variations of hydrological extremes worldwide. However …
Model‐coupled GRACE‐based analysis of hydrological dynamics of drying Lake Urmia and its basin
B Khorrami, S Ali, OG Sahin… - Hydrological Processes, 2023 - Wiley Online Library
Lake Urmia basin (LUB), in northwestern Iran, is under the influence of extreme degradation
due to a number of natural and anthropogenic factors. The existence of the Lake is critical for …
due to a number of natural and anthropogenic factors. The existence of the Lake is critical for …
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 …
Downscaled GRACE/GRACE-FO observations for spatial and temporal monitoring of groundwater storage variations at the local scale using machine learning
Groundwater utilization for several purposes such as irrigation in agriculture, industry, and
domestic use substantially impacts water storage. Groundwater Storage Anomaly (GWSA) …
domestic use substantially impacts water storage. Groundwater Storage Anomaly (GWSA) …
Detection and analysis of drought over Turkey with remote sensing and model-based drought indices
B Khorrami, O Gündüz - Geocarto International, 2022 - Taylor & Francis
Under the severe impacts of climate change, drought has become one of the most
undesirable and complex natural phenomena with critical consequences for the …
undesirable and complex natural phenomena with critical consequences for the …
Identification and evaluation of soil moisture flash drought by a nonstationary framework considering climate and land cover changes
X Zha, L **ong, C Liu, P Shu, B **ong - Science of the Total Environment, 2023 - Elsevier
Soil moisture flash drought can cause extensive damage to agriculture, ecosystems, and
economies due to its sudden onset. Previous research identified soil moisture flash drought …
economies due to its sudden onset. Previous research identified soil moisture flash drought …