Groundwater level prediction with machine learning to support sustainable irrigation in water scarcity regions
Predicting groundwater levels is challenging, especially in regions of water scarcity where
data availability is often limited. However, these regions have substantial water needs and …
data availability is often limited. However, these regions have substantial water needs and …
Strategic imputation of groundwater data using machine learning: Insights from diverse aquifers in the Chao-Phraya River Basin
Effective groundwater monitoring is essential for sustainable water management, particularly
in data-sparse regions. To address inconsistencies in groundwater level data, we developed …
in data-sparse regions. To address inconsistencies in groundwater level data, we developed …
Groundwater Storage Loss in the Central Valley Analysis Using a Novel Method based on In Situ Data Compared to GRACE-Derived Data
MD Stevens, SG Ramirez, EMH Martin… - … Modelling & Software, 2025 - Elsevier
We estimate long-term groundwater storage loss in California's Central Valley (CV) using a
novel data imputation method that combines in situ data with Earth Observations to generate …
novel data imputation method that combines in situ data with Earth Observations to generate …
Two stage iterative approach for addressing missing values in small-scale water quality data
F Wang, X Cui, Y Gui, Y Qiao - Marine Development, 2024 - Springer
Handling missing values in real water quality monitoring systems is essential for
environmental analysis, particularly in some small-scale datasets. In the case of insufficient …
environmental analysis, particularly in some small-scale datasets. In the case of insufficient …
[PDF][PDF] Application of a Novel Groundwater Storage Analysis Tool to Assess Drought Impacts in a Groundwater-Driven Basin in the Klamath Watershed, Oregon, USA
D Shepard, NL Jones, GP Williams - 2024 - preprints.org
Groundwater is becoming increasingly important in the Pacific Northwest of the USA due to
declining snowpack volumes and shifts in precipitation type and timing, all connected with …
declining snowpack volumes and shifts in precipitation type and timing, all connected with …
A Decision Support System for Identifying Optimal Well Placement
W Li - 2024 - search.proquest.com
Abstract In East Africa, recurrent droughts over the past few decades have contributed to
severe food crises, particularly in countries heavily dependent on agriculture. To enhance …
severe food crises, particularly in countries heavily dependent on agriculture. To enhance …