[HTML][HTML] A critical review on groundwater level depletion monitoring based on GIS and data-driven models: Global perspectives and future challenges

MM Monir, SC Sarker, ARMT Islam - HydroResearch, 2024 - Elsevier
The present study aims to thoroughly review GWL depletion monitoring studies completed
between 2000 and 2023 based on data-driven models and GIS approaches from a global …

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 …

Statistical downscaling of GRACE TWSA estimates to a 1-km spatial resolution for a local-scale surveillance of flooding potential

B Khorrami, S Pirasteh, S Ali, OG Sahin… - Journal of …, 2023 - Elsevier
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 …

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 …

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 …

Downscaled GRACE/GRACE-FO observations for spatial and temporal monitoring of groundwater storage variations at the local scale using machine learning

S Ali, J Ran, B Khorrami, H Wu, A Tariq… - Groundwater for …, 2024 - Elsevier
Groundwater utilization for several purposes such as irrigation in agriculture, industry, and
domestic use substantially impacts water storage. Groundwater Storage Anomaly (GWSA) …

Forecasting groundwater anomaly in the future using satellite information and machine learning

K Soltani, A Azari - Journal of Hydrology, 2022 - Elsevier
Abstract By applying Gravity Recovery and Climate Experiment (GRACE) and GRACE
Follow-On (GFO) satellites, this study estimates the value of Terrestrial Water Storage …

An analysis of terrestrial water storage changes of a karstic, endorheic basin in central Anatolia, Turkey

C Koycegiz, OL Sen, M Buyukyildiz - Ecohydrology & Hydrobiology, 2023 - Elsevier
Water budget components of endorheic basins of semi-arid and karstic characters are
difficult to assess. In this study, we attempt to estimate the water budget components of the …

Identification of sinkhole‐prone zones by successive coincidence deficit index analysis

AU Şahin, A Ozkaya - Hydrological Processes, 2024 - Wiley Online Library
Hydrological data‐driven models require the time series of several hydrological events with
different time resolutions. The interpretation of any time series event is generally difficult …

Remote sensing-based monitoring and evaluation of the basin-wise dynamics of terrestrial water and groundwater storage fluctuations

B Khorrami, O Gündüz - Environmental Monitoring and Assessment, 2023 - Springer
The recent dynamics of terrestrial water storage (TWS) and groundwater storage (GWS)
fluctuations were investigated based on the Gravity Recovery And Climate Experiment …