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Filling the data gaps within GRACE missions using singular spectrum analysis
Dozens of missing epochs in the monthly gravity product of the satellite mission Gravity
Recovery and Climate Experiment (GRACE) and its follow‐on (GRACE‐FO) mission greatly …
Recovery and Climate Experiment (GRACE) and its follow‐on (GRACE‐FO) mission greatly …
Bayesian convolutional neural networks for predicting the terrestrial water storage anomalies during GRACE and GRACE-FO gap
The monthly terrestrial water storage anomaly (TWSA) observations during the gap period
between the Gravity Recovery and Climate Experiment (GRACE) satellite and its Follow-On …
between the Gravity Recovery and Climate Experiment (GRACE) satellite and its Follow-On …
Reconstruction of GRACE total water storage through automated machine learning
Abstract The Gravity Recovery and Climate Experiment (GRACE) satellite mission and its
follow‐on, GRACE‐FO, have provided unprecedented opportunities to quantify the impact of …
follow‐on, GRACE‐FO, have provided unprecedented opportunities to quantify the impact of …
Bridging the gap between GRACE and GRACE follow-on monthly gravity field solutions using improved multichannel singular spectrum analysis
F Wang, Y Shen, Q Chen, W Wang - Journal of Hydrology, 2021 - Elsevier
The gap between the Gravity Recovery and Climate Experiment (GRACE) and GRACE
Follow-on mission (GRACE-FO) is a crucial problem, leading to discontinuous global mass …
Follow-on mission (GRACE-FO) is a crucial problem, leading to discontinuous global mass …
Bridging the gap between GRACE and GRACE-FO missions with deep learning aided water storage simulations
The monthly high-resolution terrestrial water storage anomalies (TWSA) during the 11-
months of gap between GRACE (Gravity Recovery And Climate Experiment) and its …
months of gap between GRACE (Gravity Recovery And Climate Experiment) and its …
Hydrological Droughts of 2017–2018 Explained by the Bayesian Reconstruction of GRACE (‐FO) Fields
Hydrological droughts are events of prolonged water scarcity and cause many devastating
impacts. It is, therefore, extremely crucial to understand their spatiotemporal evolution to …
impacts. It is, therefore, extremely crucial to understand their spatiotemporal evolution to …
Reconstructing the data gap between GRACE and GRACE follow-on at the basin scale using artificial neural network
Abstract The Gravity Recovery and Climate Experiment (GRACE) and GRACE Follow-On
(GRACE-FO) observations, have been used to monitor the terrestrial water storage (TWS) …
(GRACE-FO) observations, have been used to monitor the terrestrial water storage (TWS) …
Studying spatio-temporal patterns of vertical displacements caused by groundwater mass changes observed with GPS
A Lenczuk, A Klos, J Bogusz - Remote Sensing of Environment, 2023 - Elsevier
Abstract The sensitivity of Global Positioning System (GPS) technique to detect
displacements caused by Total Water Storage (TWS) changes has already been analyzed …
displacements caused by Total Water Storage (TWS) changes has already been analyzed …
Global groundwater droughts are more severe than they appear in hydrological models: An investigation through a Bayesian merging of GRACE and GRACE-FO data …
Realistic representation of hydrological drought events is increasingly important in world
facing decreased freshwater availability. Index-based drought monitoring systems are often …
facing decreased freshwater availability. Index-based drought monitoring systems are often …
[HTML][HTML] A new Multivariate Drought Severity Index to identify short-term hydrological signals: case study of the Amazon River basin
The Earth's climate is changing rapidly and unexpectedly, causing more frequent, longer
and more severe droughts, with lasting impacts on plants, ecosystems, communities and …
and more severe droughts, with lasting impacts on plants, ecosystems, communities and …