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Reconstructing a long-term water storage-based drought index in the Yangtze River Basin
Drought is a prolonged dry period in the natural climate cycle, and is one of the most costly
weather events. The Gravity Recovery and Climate Experiment (GRACE) derived terrestrial …
weather events. The Gravity Recovery and Climate Experiment (GRACE) derived terrestrial …
Understanding the shift in drivers of terrestrial water storage decline in the central Inner Mongolian steppe over the past two decades
X Zhang, X Wu, W Mu, R Zhao, B Ye, Z Bai - Journal of Hydrology, 2024 - Elsevier
Terrestrial water storage (TWS) in mid-latitude arid and semiarid Eurasia steppe is under
threat from climate change and human activities. The central Inner Mongolian steppe is a …
threat from climate change and human activities. The central Inner Mongolian steppe is a …
GRACE-based groundwater drought in the Indochina Peninsula during 1979–2020: Changing properties and possible teleconnection mechanisms
X Song, H Chen, T Chen, Z Qin, S Chen, N Yang… - Science of the Total …, 2024 - Elsevier
Groundwater is very important for human productivity and daily life, hydrological cycle
regulation, and ecosystem stability. However, due to the complex mechanisms of …
regulation, and ecosystem stability. However, due to the complex mechanisms of …
A Two‐Step Linear Model to Fill the Data Gap Between GRACE and GRACE‐FO Terrestrial Water Storage Anomalies
Abstract The Gravity Recovery and Climate Experiment (GRACE) and its Follow‐On
(GRACE‐FO) missions have revolutionized global terrestrial water storage anomalies …
(GRACE‐FO) missions have revolutionized global terrestrial water storage anomalies …
Deep learning-aided temporal downscaling of GRACE-derived terrestrial water storage anomalies across the Contiguous United States
Abstract The Gravity Recovery And Climate Experiment (GRACE) and GRACE-FollowOn
(GRACE (− FO)) satellites have been monitoring Earth's changes in terrestrial water storage …
(GRACE (− FO)) satellites have been monitoring Earth's changes in terrestrial water storage …
Enhancing physically-based flood forecasts through fusion of long short-term memory neural network with unscented Kalman filter
Accurate flood forecasts are vital for reservoir operation and flood prevention. The
unscented Kalman filter (UKF) excels in improving physically-based models flood …
unscented Kalman filter (UKF) excels in improving physically-based models flood …
Evaluating different predictive strategies for filling the global GRACE/-FO terrestrial water storage anomalies gap
X Wan, W You, J Kusche, F Li, X Yang, D Fan, L Pu… - Journal of …, 2023 - Elsevier
Abstract The Gravity Recovery and Climate Experiment (GRACE) and GRACE Follow-On
(GRACE-FO) missions provide unprecedented approaches for tracking terrestrial water …
(GRACE-FO) missions provide unprecedented approaches for tracking terrestrial water …
Uncertainty quantification of CO2 plume migration in highly channelized aquifers using probabilistic convolutional neural networks
Abstract Characterization of the CO 2 plume evolution in deep aquifers under geological
uncertainties is crucial for designing geological carbon storage (GCS) projects. In this study …
uncertainties is crucial for designing geological carbon storage (GCS) projects. In this study …
Water storage changes (2003–2020) in the Ordos Basin, China, explained by GRACE data and interpretable deep learning
Groundwater storage (GWS) decline, as well as total water storage (TWS) decline, in the
(semi) arid Ordos Basin (China) poses great challenges to the water supply and ecological …
(semi) arid Ordos Basin (China) poses great challenges to the water supply and ecological …
Filling GRACE data gap using an innovative transformer-based deep learning approach
The terrestrial water storage anomaly (TWSA), derived from the Gravity Recovery and
Climate Experiment (GRACE) and its successor, the GRACE Follow-on (GRACE-FO) …
Climate Experiment (GRACE) and its successor, the GRACE Follow-on (GRACE-FO) …