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 …

Spatially enhanced passive microwave derived soil moisture: Capabilities and opportunities

S Sabaghy, JP Walker, LJ Renzullo… - Remote Sensing of …, 2018 - Elsevier
Low frequency passive microwave remote sensing is a proven technology for providing soil
moisture estimates, but the coarse resolution of its data restricts the range of applications …

Evaluation of remotely sensed and reanalysis soil moisture products over the Tibetan Plateau using in-situ observations

J Zeng, Z Li, Q Chen, H Bi, J Qiu, P Zou - Remote Sensing of environment, 2015 - Elsevier
Long-term and large-scale remotely sensed and reanalysis soil moisture products of the
Tibetan Plateau are very important for understanding the land–atmosphere interactions in …

Downscaling of AMSR-E soil moisture with MODIS products using machine learning approaches

J Im, S Park, J Rhee, J Baik, M Choi - Environmental Earth Sciences, 2016 - Springer
Passive microwave remotely sensed soil moisture products, such as Advanced Microwave
Scanning Radiometer on the Earth Observing System (AMSR-E) data, have been routinely …

Seamless downscaling of the ESA CCI soil moisture data at the daily scale with MODIS land products

W Zhao, F Wen, Q Wang, N Sanchez, M Piles - Journal of Hydrology, 2021 - Elsevier
Spatial downscaling has recently become a crucial process in the regional application of
coarse-resolution passive microwave surface soil moisture (SSM) products. Extensive gaps …

Drought monitoring using high resolution soil moisture through multi-sensor satellite data fusion over the Korean peninsula

S Park, J Im, S Park, J Rhee - Agricultural and Forest Meteorology, 2017 - Elsevier
Droughts, typically caused by the deficiencies of precipitation and soil moisture, affect water
resources and agriculture. As soil moisture is of key importance in understanding the …

[HTML][HTML] A preliminary study toward consistent soil moisture from AMSR2

RM Parinussa, TRH Holmes… - Journal of …, 2015 - journals.ametsoc.org
A Preliminary Study toward Consistent Soil Moisture from AMSR2 in: Journal of
Hydrometeorology Volume 16 Issue 2 (2015) Jump to Content Jump to Main Navigation …

Application of artificial neural networks for the soil moisture retrieval from active and passive microwave spaceborne sensors

E Santi, S Paloscia, S Pettinato, G Fontanelli - International journal of …, 2016 - Elsevier
Among the algorithms used for the retrieval of SMC from microwave sensors (both active,
such as Synthetic Aperture Radar-SAR, and passive, radiometers), the artificial neural …

Application of remote sensing data to constrain operational rainfall-driven flood forecasting: A review

Y Li, S Grimaldi, JP Walker, VRN Pauwels - Remote Sensing, 2016 - mdpi.com
Fluvial flooding is one of the most catastrophic natural disasters threatening people's lives
and possessions. Flood forecasting systems, which simulate runoff generation and …

Performance metrics for soil moisture downscaling methods: Application to DISPATCH data in central Morocco

O Merlin, Y Malbéteau, Y Notfi, S Bacon, S Er-Raki… - Remote Sensing, 2015 - mdpi.com
Data disaggregation (or downscaling) is becoming a recognized modeling framework to
improve the spatial resolution of available surface soil moisture satellite products. However …