Random forest modeling of soil properties in saline semi-arid areas

A Suleymanov, I Gabbasova, M Komissarov… - Agriculture, 2023 - mdpi.com
The problem of salinization/spreading of saline soils is becoming more urgent in many
regions of the world, especially in context of climate change. The monitoring of salt-affected …

A Critical Review of Soil Sampling and Data Analysis Strategies for Source Tracing of Soil in Forensic Investigations

NANB Mohd Rosdi, N Abd Hamid… - Critical Reviews in …, 2024 - Taylor & Francis
Soil is one type of Earth material demonstrating a wide range of physical, chemical, and
biological properties. As the compositional profile of soil is a product of interaction between …

[HTML][HTML] Fine-resolution map** of cropland topsoil pH of Southern China and its environmental application

B Hu, M ** in a Mediterranean Cropland District
M Zanini, U Heiden, L Pace, R Casa, S Priori - Remote Sensing, 2024 - mdpi.com
Accurate soil maps are essential for soil protection, management, and digital agriculture.
However, traditional soil maps often lack the detail required for local applications, while farm …

How much energy can giant reed and Miscanthus produce in marginal lands across Italy? A modelling solution under current and future scenarios

GA Cappelli, F Ginaldi, D Fanchini, E Ceotto… - GCB …, 2025 - Wiley Online Library
Practical strategies for bioenergy planning in the face of climate change should rely on
ready‐to‐use yield projections. Perennial grasses grown in marginal lands (MLs) provide …

[HTML][HTML] Spatial Prediction of Soil Continuous and Categorical Properties Using Deep Learning Approaches for Tamil Nadu, India

TV Tarun Kshatriya, R Kumaraperumal… - Agronomy, 2024 - mdpi.com
Large-scale map** of soil resources can be crucial and indispensable for several of the
managerial applications and policy implications. With machine learning models being the …

[HTML][HTML] Map** Topsoil Behavior to Compaction at National Scale from an Analysis of Field Observations

AC Richer-de-Forges, D Arrouays, S Chen, Z Libohova… - Land, 2024 - mdpi.com
Soil compaction is one of the most important and readily mitigated threats to soil health.
Digital Soil Map** (DSM) has emerged as an efficient method to provide broad-scale …

Editorial of the Special Issue Digital Soil Map**, Decision Support Tools and Soil Monitoring Systems in the Mediterranean

G Lo Papa, C Schillaci, M Fantappiè, G Langella - Land, 2024 - mdpi.com
In the digital era, the role of soil surveyors has evolved significantly. With legacy soil data
now being recognized as valuable assets, thanks to the increased computational capacity of …

Effectiveness of proximal and remote sensing to trace soils spatial variability: A study case in a Brazilian Cerrado coffee farm

D Ribeiro, FA Bócoli, EJ Pádua, AFS Teixeira… - Ciência e …, 2024 - SciELO Brasil
Brazil has made notable advances in soil map** compared to other Latin American
countries, driven by collaborative efforts from federal agencies, research institutions, and …