The Science of The Total Environment, Journal Year: 2025, Volume and Issue: 973, P. 179176 - 179176
Published: March 23, 2025
Language: Английский
The Science of The Total Environment, Journal Year: 2025, Volume and Issue: 973, P. 179176 - 179176
Published: March 23, 2025
Language: Английский
Remote Sensing, Journal Year: 2025, Volume and Issue: 17(6), P. 988 - 988
Published: March 12, 2025
Groundwater systems are important for maintaining ecological balance and ensuring water supplies. However, under the combined pressures of shifting climate patterns human activities, their responses to extreme events have become increasingly complex. As China’s largest freshwater lake, Poyang Lake supports critical resources, health, adaptation efforts. Yet, relationship between groundwater storage (GWS) hydrological in this region remains insufficiently studied, hindering effective management. This study investigates GWS response by downscaling Gravity Recovery Climate Experiment (GRACE) data validating it with five years observed daily levels. Using GRACE, Global Land Data Assimilation System (GLDAS), ERA5 data, a convolutional neural network (CNN)–attention mechanism (A)–long short-term memory (LSTM) model was selected downscale high resolution (0.1° × 0.1°) estimate recovery times return baseline. Our analysis revealed seasonal fluctuations that phase precipitation, evapotranspiration, runoff. durations flood (2020) drought (2022) ranged from 0.8 3.1 months 0.2 4.8 months, respectively. A strong correlation meteorological droughts, while agricultural significantly weaker. These results indicate precipitation runoff more sensitive than evapotranspiration influencing changes. findings highlight significant sensitivity GWS, despite improved management
Language: Английский
Citations
0The Science of The Total Environment, Journal Year: 2025, Volume and Issue: 973, P. 179176 - 179176
Published: March 23, 2025
Language: Английский
Citations
0