Soil salinization and sodification are common processes that particularly characterize
drylands. These processes can be attributed either to natural conditions or anthropogenic …

Healthy soil is critical to human health and for achieving sustainable development goals
(SDGs). Although India attained self-sufficiency in food production, realising zero hunger …

Hyperspectral remote sensing by unmanned aerial vehicle (UAV) is an important technical
tool for rapid, accurate, and real-time monitoring of soil salinity in arid zone agroecosystems …

Since 1971, remote sensing techniques have been used to map and monitor phenomena
and parameters of the coastal zone. However, updated reviews have only considered one …

Soil salinization is a resource and ecological problem that currently exists on a large scale in
all countries of the world. This problem is seriously restricting the development of agricultural …

Abstract Machine learning (ML) models have recently been used in visible and near-infrared
reflectance (VNIR) spectroscopy applications. However, the predictive performance of ML …

The application of visible and near-infrared (vis-NIR) spectroscopy for predicting soil
properties presents a cost-effective and time-efficient approach for evaluating various soil …

Soil salinization and sodification, caused by inadequate land management, is one of the
main threats to the semiarid agroecosystems. It is essential to investigate saline levels under …

Rapid and accurate estimation of soil organic matter (SOM) content is of great significance
for agricultural production and carbon stock estimation. Visible-near-infrared spectroscopy …

Abstract Machine learning (ML) models have been widely used for predicting spatial
variability of soil heavy metals. However, it is impossible to explore the entire …