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 …

Ground, proximal, and satellite remote sensing of soil moisture

E Babaeian, M Sadeghi, SB Jones… - Reviews of …, 2019 - Wiley Online Library
Soil moisture (SM) is a key hydrologic state variable that is of significant importance for
numerous Earth and environmental science applications that directly impact the global …

The global land data assimilation system

M Rodell, PR Houser, UEA Jambor… - Bulletin of the …, 2004 - journals.ametsoc.org
A Global Land Data Assimilation System (GLDAS) has been developed. Its purpose is to
ingest satellite-and ground-based observational data products, using advanced land surface …

Estimating land surface evaporation: A review of methods using remotely sensed surface temperature data

JD Kalma, TR McVicar, MF McCabe - Surveys in Geophysics, 2008 - Springer
This paper reviews methods for estimating evaporation from landscapes, regions and larger
geographic extents, with remotely sensed surface temperatures, and highlights uncertainties …

Uncertainty in hydrologic modeling: Toward an integrated data assimilation framework

Y Liu, HV Gupta - Water resources research, 2007 - Wiley Online Library
Despite significant recent developments in computational power and distributed hydrologic
modeling, the issue of how to adequately address the uncertainty associated with …

Advances in soil moisture retrieval from synthetic aperture radar and hydrological applications

KC Kornelsen, P Coulibaly - Journal of Hydrology, 2013 - Elsevier
The sensitivity of Synthetic Aperture Radar (SAR) to soil moisture is well established,
however, the retrieval of soil moisture from SAR is confounded by the effects of surface …

[ΒΙΒΛΙΟ][B] Sampling for natural resource monitoring

JJ Gruijter, MFP Bierkens, DJ Brus, M Knotters - 2006 - Springer
" Four pedometricians have written this new book on sampling. They are often consulted by
colleagues who need to plan sampling schemes for monitoring, but have not felt able to …

Bias reduction in short records of satellite soil moisture

RH Reichle, RD Koster - Geophysical Research Letters, 2004 - Wiley Online Library
Although surface soil moisture data from different sources (satellite retrievals, ground
measurements, and land model integrations of observed meteorological forcing data) have …

Generating high-resolution daily soil moisture by using spatial downscaling techniques: A comparison of six machine learning algorithms

Y Liu, W **g, Q Wang, X **a - Advances in Water Resources, 2020 - Elsevier
Tremendous efforts have been made for obtaining surface soil moisture (SM) at high spatial
resolutions from microwave-based products via spatial downscaling. In recent years …

Operational readiness of microwave remote sensing of soil moisture for hydrologic applications

W Wagner, G Blöschl, P Pampaloni, JC Calvet… - Hydrology …, 2007 - iwaponline.com
Microwave remote sensing of soil moisture has been an active area of research since the
1970s but has yet found little use in operational applications. Given recent advances in …