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The International Soil Moisture Network: serving Earth system science for over a decade
W Dorigo, I Himmelbauer, D Aberer… - Hydrology and Earth …, 2021 - hess.copernicus.org
In 2009, the International Soil Moisture Network (ISMN) was initiated as a community effort,
funded by the European Space Agency, to serve as a centralised data hosting facility for …
funded by the European Space Agency, to serve as a centralised data hosting facility for …
Multi-layer high-resolution soil moisture estimation using machine learning over the United States
The lack of proper understanding of multi-layer soil moisture (SM) profile (signals) remains a
persistent challenge in sustainable agricultural water management and food security …
persistent challenge in sustainable agricultural water management and food security …
[HTML][HTML] Soil moisture prediction from remote sensing images coupled with climate, soil texture and topography via deep learning
Soil moisture (SM) is an important biophysical parameter by which to evaluate water
resource potential, especially for agricultural activities under the pressure of global warming …
resource potential, especially for agricultural activities under the pressure of global warming …
Quantitative assessment of the effects of climate, vegetation, soil and groundwater on soil moisture spatiotemporal variability in the Mongolian Plateau
F Meng, M Luo, C Sa, M Wang, Y Bao - Science of the Total Environment, 2022 - Elsevier
Soil moisture (SM) is a key parameter regulating the hydrothermal balance of global
terrestrial ecosystems and plays an important role in local ecological environment …
terrestrial ecosystems and plays an important role in local ecological environment …
Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model
Soil moisture is a fundamental ecological component for climate and hydrological studies.
However, the distribution patterns of soil moisture are spatially heterogenous and influenced …
However, the distribution patterns of soil moisture are spatially heterogenous and influenced …
Comparison of gap-filling techniques applied to the CCI soil moisture database in Southern Europe
Soil moisture (SM) is a key variable that plays an important role in land-atmosphere
interactions. Monitoring SM is crucial for many applications and can help to determine the …
interactions. Monitoring SM is crucial for many applications and can help to determine the …
Quantitative detection and attribution of soil moisture heterogeneity and variability in the Mongolian Plateau
M Luo, F Meng, Y Wang, C Sa, Y Duan, Y Bao, T Liu - Journal of Hydrology, 2023 - Elsevier
As an essential state variable of the earth's terrestrial system, soil moisture (SM) is highly
significant regarding hydrological processes, agricultural production, land management in …
significant regarding hydrological processes, agricultural production, land management in …
Gap filling of high‐resolution soil moisture for SMAP/Sentinel‐1: A two‐layer machine learning‐based framework
As the most recent 3‐km soil moisture product from the Soil Moisture Active Passive (SMAP)
mission, the SMAP/Sentinel‐1 L2_SM_SP product has a unique capability to provide global …
mission, the SMAP/Sentinel‐1 L2_SM_SP product has a unique capability to provide global …
Soil texture often exerts a stronger influence than precipitation on mesoscale soil moisture patterns
Soil moisture patterns are commonly thought to be dominated by land surface
characteristics, such as soil texture, at small scales and by atmospheric processes, such as …
characteristics, such as soil texture, at small scales and by atmospheric processes, such as …
Response of deep soil drought to precipitation, land use and topography across a semiarid watershed
Soil drought caused by climatic change and/or poor land management in arid and semi-arid
regions are seldom recognised due to a lack of comparative data on soil moisture (SM) in …
regions are seldom recognised due to a lack of comparative data on soil moisture (SM) in …