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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 …
Ground, proximal, and satellite remote sensing of soil moisture
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 …
numerous Earth and environmental science applications that directly impact the global …
The global land data assimilation system
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 …
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
This paper reviews methods for estimating evaporation from landscapes, regions and larger
geographic extents, with remotely sensed surface temperatures, and highlights uncertainties …
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 …
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 …
however, the retrieval of soil moisture from SAR is confounded by the effects of surface …
[ΒΙΒΛΙΟ][B] Sampling for natural resource monitoring
" 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 …
colleagues who need to plan sampling schemes for monitoring, but have not felt able to …
Bias reduction in short records of satellite soil moisture
Although surface soil moisture data from different sources (satellite retrievals, ground
measurements, and land model integrations of observed meteorological forcing data) have …
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 …
resolutions from microwave-based products via spatial downscaling. In recent years …
Operational readiness of microwave remote sensing of soil moisture for hydrologic applications
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 …
1970s but has yet found little use in operational applications. Given recent advances in …