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Land data assimilation: Harmonizing theory and data in land surface process studies
Data assimilation plays a dual role in advancing the “scientific” understanding and serving
as an “engineering tool” for the Earth system sciences. Land data assimilation (LDA) has …
as an “engineering tool” for the Earth system sciences. Land data assimilation (LDA) has …
Using satellite-based terrestrial water storage data: a review
Land water storage plays a key role for the Earth's climate, natural ecosystems, and human
activities. Since the launch of the first Gravity Recovery and Climate Experiment (GRACE) …
activities. Since the launch of the first Gravity Recovery and Climate Experiment (GRACE) …
Reconstruction of GRACE data on changes in total water storage over the global land surface and 60 basins
Abstract Launched in May 2018, the Gravity Recovery and Climate Experiment Follow‐On
mission (GRACE‐FO)—the successor of the erstwhile GRACE mission—monitors changes …
mission (GRACE‐FO)—the successor of the erstwhile GRACE mission—monitors changes …
Global GRACE data assimilation for groundwater and drought monitoring: Advances and challenges
The scarcity of groundwater storage change data at the global scale hinders our ability to
monitor groundwater resources effectively. In this study, we assimilate a state‐of‐the‐art …
monitor groundwater resources effectively. In this study, we assimilate a state‐of‐the‐art …
Water cycle science enabled by the GRACE and GRACE-FO satellite missions
Satellite observations of the time-variable gravity field revolutionized the monitoring of large-
scale water storage changes, beginning with the 2002 launch of the Gravity Recovery and …
scale water storage changes, beginning with the 2002 launch of the Gravity Recovery and …
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 …
Remote sensing of groundwater: current capabilities and future directions
Globally, groundwater represents a critical natural resource that is affected by changes in
natural supply and renewal, as well as by increasing human demand and consumption …
natural supply and renewal, as well as by increasing human demand and consumption …
Rivers and floodplains as key components of global terrestrial water storage variability
This study quantifies the contribution of rivers and floodplains to terrestrial water storage
(TWS) variability. We use state‐of‐the‐art models to simulate land surface processes and …
(TWS) variability. We use state‐of‐the‐art models to simulate land surface processes and …
Reanalysis in Earth system science: Toward terrestrial ecosystem reanalysis
A reanalysis is a physically consistent set of optimally merged simulated model states and
historical observational data, using data assimilation. High computational costs for modeled …
historical observational data, using data assimilation. High computational costs for modeled …
A systematic evaluation of Noah‐MP in simulating land‐atmosphere energy, water, and carbon exchanges over the continental United States
Accurate simulation of energy, water, and carbon fluxes exchanging between the land
surface and the atmosphere is beneficial for improving terrestrial ecohydrological and …
surface and the atmosphere is beneficial for improving terrestrial ecohydrological and …