Forest soil stores water, carbon and nutrients for trees and also provides a habitat for living organisms. When managing ...

Healthy soil is the foundation of our food, clean water, and a stable climate, and cutting-edge science helps us to protect ...

Abstract: In this paper we develop a Convolutional Long Short-term memory (ConvLSTM) model, a time series deep learning neural network, to predict soil moisture, with an add-on module of passive ...

Revised parameters are used in the L-band radiative transfer model that converts the simulated soil moisture and temperature estimates into Tb predictions for the radiance-based L4_SM analysis.

We considered three land use scenarios that present distinct erosion rates - predominance of areas with forest cover, pasture, and agriculture. The Soil and Water Assessment Tool (SWAT) model was used ...