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 …

Multi-layer high-resolution soil moisture estimation using machine learning over the United States

L Karthikeyan, AK Mishra - Remote Sensing of Environment, 2021 - Elsevier
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 …

[HTML][HTML] Soil moisture prediction from remote sensing images coupled with climate, soil texture and topography via deep learning

MF Celik, MS Isik, O Yuzugullu, N Fajraoui, E Erten - Remote sensing, 2022 - mdpi.com
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 …

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 …

Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model

P Luo, Y Song, X Huang, H Ma, J Liu, Y Yao… - ISPRS Journal of …, 2022 - Elsevier
Soil moisture is a fundamental ecological component for climate and hydrological studies.
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

L Almendra-Martín, J Martínez-Fernández… - Remote Sensing of …, 2021 - Elsevier
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 …

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 …

Gap filling of high‐resolution soil moisture for SMAP/Sentinel‐1: A two‐layer machine learning‐based framework

H Mao, D Kathuria, N Duffield… - Water Resources …, 2019 - Wiley Online Library
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 …

Soil texture often exerts a stronger influence than precipitation on mesoscale soil moisture patterns

J Dong, TE Ochsner - Water Resources Research, 2018 - Wiley Online Library
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 …

Response of deep soil drought to precipitation, land use and topography across a semiarid watershed

Y Wang, H Sun, Z Fu, J Fan, W Hu, L Fang - Agricultural and Forest …, 2020 - Elsevier
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 …