Soil is a vital resource for feeding the burgeoning global population, and it is also essential
for realizing most of the 'United Nations Sustainable Development Goals (SDGs)'. For …

Energy crisis and environmental pollution have become the bottleneck of human
sustainable development. Therefore, there is an urgent need to develop new catalysts for …

We propose a new architecture based on a fully connected feed-forward Artificial Neural
Network (ANN) model to estimate surface soil moisture from satellite images on a large …

Maize is one of the major crops in China. The soil water content (SWC) in the root zone of
maize is a critical indicator that guides agricultural production decisions and can affect …

Abstract Tarim River Basin is experiencing heavy soil degeneration in a long term because
of the extreme natural conditions, added with improper human activities such as reclamation …

To estimate the surface soil moisture (SM) using a combination of new spectral indices and
methods of Random Forrest (RF) and Multiple Linear Regression (MLR), 11 pedotransfer …

Soil moisture (SM), a critical component of the global hydrological cycle, is affected by
individual or combinations of multiple factors including soil properties, climate, and …

Soil nutrients play a vital role in plant growth and thus the rapid acquisition of soil nutrient
content is of great significance for agricultural sustainable development. Hyperspectral …

Soil salinization is a major soil health issue globally. Over the past 40 years, extreme
weather and increasing human activity have profoundly changed the spatial distribution of …

Thermal infrared remote sensing have been extensively applied to estimate global-or
regional-extent surface soil moisture. Meanwhile, potentials of the remotely sensed data for …