Land data assimilation: Harmonizing theory and data in land surface process studies

X Li, F Liu, C Ma, J Hou, D Zheng, H Ma… - Reviews of …, 2024 - Wiley Online Library
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 …

Using satellite-based terrestrial water storage data: a review

V Humphrey, M Rodell, A Eicker - Surveys in Geophysics, 2023 - Springer
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) …

Reconstruction of GRACE data on changes in total water storage over the global land surface and 60 basins

Z Sun, D Long, W Yang, X Li… - Water Resources Research, 2020 - Wiley Online Library
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 …

Global GRACE data assimilation for groundwater and drought monitoring: Advances and challenges

B Li, M Rodell, S Kumar, HK Beaudoing… - Water Resources …, 2019 - Wiley Online Library
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 …

Water cycle science enabled by the GRACE and GRACE-FO satellite missions

M Rodell, JT Reager - Nature Water, 2023 - nature.com
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 …

The GWR model-based regional downscaling of GRACE/GRACE-FO derived groundwater storage to investigate local-scale variations in the North China Plain

S Ali, J Ran, Y Luan, B Khorrami, Y **ao… - Science of the Total …, 2024 - Elsevier
Groundwater storage and depletion fluctuations in response to groundwater availability for
irrigation require understanding on a local scale to ensure a reliable groundwater supply …

Remote sensing of groundwater: current capabilities and future directions

KH Adams, JT Reager, P Rosen… - Water Resources …, 2022 - Wiley Online Library
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 …

Rivers and floodplains as key components of global terrestrial water storage variability

A Getirana, S Kumar, M Girotto… - Geophysical Research …, 2017 - Wiley Online Library
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 …

Reanalysis in Earth system science: Toward terrestrial ecosystem reanalysis

R Baatz, HJ Hendricks Franssen… - Reviews of …, 2021 - Wiley Online Library
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 …

A systematic evaluation of Noah‐MP in simulating land‐atmosphere energy, water, and carbon exchanges over the continental United States

N Ma, GY Niu, Y **a, X Cai, Y Zhang… - Journal of …, 2017 - Wiley Online Library
Accurate simulation of energy, water, and carbon fluxes exchanging between the land
surface and the atmosphere is beneficial for improving terrestrial ecohydrological and …