Applications of XGBoost in water resources engineering: A systematic literature review (Dec 2018–May 2023)

M Niazkar, A Menapace, B Brentan, R Piraei… - … Modelling & Software, 2024 - Elsevier
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 …

Advancements in drought using remote sensing: assessing progress, overcoming challenges, and exploring future opportunities

V Kumar, KV Sharma, QB Pham, AK Srivastava… - Theoretical and Applied …, 2024 - Springer
The use of remote sensing for monitoring and managing droughts is examined in this review
study. Drought has a significant impact on how water resources are managed and …

Comparative analysis of GIS and RS based models for delineation of groundwater potential zone map**

F Islam, A Tariq, R Guluzade, N Zhao… - … , Natural Hazards and …, 2023 - Taylor & Francis
Groundwater is a crucial natural resource that varies in quality and quantity across Khyber
Pakhtunkhwa (KPK), Pakistan. Increased population and urbanization place enormous …

Reconstructing high-resolution groundwater level data using a hybrid random forest model to quantify distributed groundwater changes in the Indus Basin

A Arshad, A Mirchi, J Vilcaez, MU Akbar, K Madani - Journal of Hydrology, 2024 - Elsevier
High-resolution, continuous groundwater data is important for place-based adaptive aquifer
management. This information is unavailable in many areas due to spatial sparsity of and …

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 develo** cities and is triggered by several
natural (geological and seismic) and human (mining, groundwater withdrawal, oil and gas …

Integrated study of GIS and Remote Sensing to identify potential sites for rainwater harvesting structures

X Du, A Tariq, F Islam, S Aziz, LA Waseem… - … of the Earth, Parts A/B/C, 2024 - Elsevier
Water accessibility is necessary for agricultural and socioeconomic development in the area.
One of the best solutions to the water crisis in the Kohat region is to build rainwater …

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 …

Downscaled‐GRACE data reveal anthropogenic and climate‐induced water storage decline across the Indus Basin

A Arshad, A Mirchi, S Taghvaeian… - Water Resources …, 2024 - Wiley Online Library
Abstract GRACE (Gravity Recovery and Climate Experiment) has been widely used to
evaluate terrestrial water storage (TWS) and groundwater storage (GWS). However, the …

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 …

County-level corn yield prediction using supervised machine learning

SN Khan, AN Khan, A Tariq, L Lu, NA Malik… - European Journal of …, 2023 - Taylor & Francis
The main objectives of this study are (1) to compare several machine learning models to
predict county-level corn yield in the study area and (2) to compare the feasibility of machine …