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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 …
Advancements in drought using remote sensing: assessing progress, overcoming challenges, and exploring future opportunities
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 …
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**
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 …
Reconstructing high-resolution groundwater level data using a hybrid random forest model to quantify distributed groundwater changes in the Indus Basin
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 …
management. This information is unavailable in many areas due to spatial sparsity of and …
Land subsidence analysis using synthetic aperture radar data
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 …
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
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 …
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
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 …
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 …
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 …
County-level corn yield prediction using supervised machine learning
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 …
predict county-level corn yield in the study area and (2) to compare the feasibility of machine …