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The algorithms will be used in a pilot project based on the use of Earth observation data in forecasting and monitoring the risk of floods and landslides.
Experimental campaigns with airborne and satellite microwave sensors have been carried out on an agricultural area in Northern Italy with the main purpose ...
Two operational algorithms developed to retrieve soil moisture from passive and active microwave sensors at different spatial scales will be used in a pilot ...
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Nov 16, 2021 · In this paper, a method of using VV polarization Sentinel-1 SAR and Landsat optical data to retrieve soil moisture data was proposed by combining the water ...
A series of satellite-based passive and active microwave instruments provide soil moisture retrievals spanning altogether more than three decades.
This paper deals with the modeling of soil moisture retrieval from multispectral and infrared (IR) images using convolutional neural network (CNN).
Active microwave remote sensing observations hold the potential for efficient and reliable mapping of spatial soil moisture distributions. However, soil ...
This study investigates soil moisture retrievals using airborne passive microwave data at two different resolutions collected during the Soil Moisture Active ...
The retrieval process is often of iterative numerical nature, in that an initial numerical guess is used as a "seed" to search for an estimated soil moisture ...
Feb 26, 2019 · Surface roughness and vegetation effects are the two critical factors in the microwave remote sensing of soil moisture, and this chapter ...