Applications of XGBoost in water resources engineering: A systematic literature review (Dec 2018–May 2023)
Abstract Applications of Machine Learning methods make a paradigm shift in the domain of
water resources engineering. This study not only presents the story of emerging eXtreme …
water resources engineering. This study not only presents the story of emerging eXtreme …
Terrestrial and groundwater storage characteristics and their quantification in the Chitral (Pakistan) and Kabul (Afghanistan) river basins using GRACE/GRACE-FO …
Abstract In Pakistan and Afghanistan, intensive groundwater abstraction has accelerated
socioeconomic development, but it also endangers the long-term sustainability of …
socioeconomic development, but it also endangers the long-term sustainability of …
Comparative analysis of GIS and RS based models for delineation of groundwater potential zone mapping
Groundwater is a crucial natural resource that varies in quality and quantity across Khyber
Pakhtunkhwa (KPK), Pakistan. Increased population and urbanization place enormous …
Pakhtunkhwa (KPK), Pakistan. Increased population and urbanization place enormous …
Application of the machine learning methods for GRACE data based groundwater modeling, a systematic review
V Nourani, NJ Paknezhad, A Ag, Z Wen… - Groundwater for …, 2024 - Elsevier
Abstract The Gravity Recovery and Climate Experiment (GRACE) data has brought
significant advancements in groundwater (GW) analysis by providing crucial information …
significant advancements in groundwater (GW) analysis by providing crucial information …
Exploring hazard quotient, cancer risk, and health risks of toxic metals of the Mehmood Booti and Lakhodair landfill groundwaters, Pakistan
Landfill sites are the most common types of polluted land as they contaminate the
environment badly. Environmental management of polluted sites can only be efficiently done …
environment badly. Environmental management of polluted sites can only be efficiently done …
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 …
Downscaled‐GRACE data reveal anthropogenic and climate‐induced water storage decline across the Indus Basin
Abstract GRACE (Gravity Recovery and Climate Experiment) has been widely used to
evaluate terrestrial water storage (TWS) and groundwater storage (GWS). However, the …
evaluate terrestrial water storage (TWS) and groundwater storage (GWS). However, the …
Rainwater harvesting for agriculture development using multi-influence factor and fuzzy overlay techniques
Rainwater harvesting (RWH) is an essential technique for enhancing agricultural
development, particularly in regions facing water scarcity or unreliable rainfall patterns …
development, particularly in regions facing water scarcity or unreliable rainfall patterns …
Land subsidence analysis using synthetic aperture radar data
R Bokhari, H Shu, A Tariq, N Al-Ansari, R Guluzade… - Heliyon, 2023 - cell.com
Land subsidence is considered a threat to developing cities and is triggered by several
natural (geological and seismic) and human (mining, groundwater withdrawal, oil and gas …
natural (geological and seismic) and human (mining, groundwater withdrawal, oil and gas …
Using Sentinel-2 data to estimate the concentration of heavy metals caused by industrial activities in Ust-Kamenogorsk, Northeastern Kazakhstan
This study aims to investigate the change in heavy metal concentration and evaluate
pollution intensity using Sentinel-2 data. Sixty samples collected from the surface soil in the …
pollution intensity using Sentinel-2 data. Sixty samples collected from the surface soil in the …