Increased soil salinity alters global inorganic carbon storage, finds study

A new global study shows that increasing soil salinity is systematically reshaping the storage and distribution of soil ...
SciELO

Soil hydraulic properties, mineralogical alteration and pore formation in Regosols from southern Brazil

Neossolos Regolíticos (saprolithic Regosols), in the Brazilian Soil Classification System, are soils without a diagnostic B horizon, with a lithic contact below 0.50 m in depth and a Cr horizon ...
Frontiers

Bridging traditional and conventional knowledge for soil classification in landslide-prone areas using exploratory factor analysis

1 ACS Lab, Indian Institute of Technology Mandi, Mandi, Himachal Pradesh, India 2 Geohazard Studies Laboratory, Indian Institute of Technology Kamand, Mandi, Himachal Pradesh, India Introduction: ...
IEEE

Domain Adaptation Using Class-Balanced Self-Paced Learning for Soil Classification With LIBS

Abstract: Laser-induced breakdown spectroscopy (LIBS) is a promising technology for soil analysis due to its simple setup, cost-effectiveness, and rapid (few seconds) analysis time per sample. The ...
IEEE

Soil Texture Classification Based on Deep Learning Networks and Multi-Source Remote Sensing Images

Abstract: To address the inefficiency and limited applicability of traditional soil texture analysis methods, this study proposes a soil texture classification approach integrating multi-source remote ...
Frontiers

Characterization and classification of soils at Jara Gelalicha and Aruma areas, Sidama region, southern Ethiopia

1 College of Dryland Agriculture, Samara University, Samara, Ethiopia 2 School of Plant and Horticultural Sciences, College of Agriculture, Hawassa University, Hawassa, Ethiopia Introduction: Soil ...
GitHub

soil-classification

• Designed a classification model with 5 classes and 98% testing accuracy using a Convolutional Neural Network. • Applied Data Augmentation and reduced validation losses by 30% by applying MobileNetV2 ...