IEEE

Soil Type Detection and Crop Prediction Using Deep Learning Method CNN

Abstract: The study presents a novel use of Convolutional Neural Network (CNN) algorithms for crop prediction and soil type classification. Soil type classification is crucial for agricultural ...
IEEE

Soil Surface Texture Classification Using RGB Images Acquired Under Uncontrolled Field Conditions

Abstract: Soil surface texture classification is a critical aspect of agriculture and soil science that affects various soil properties, such as water-holding capacity and soil nutrient retention.
SciELO

CLASSIFICATION OF SUGARCANE YIELDS ACCORDING TO SOIL FERTILITY PROPERTIES USING SUPERVISED MACHINE LEARNING METHODS

Action planning and decision-making in the sugarcane management chain depend on yield estimates, which, in turn, vary with the soil. This study aimed to describe an applicable method of classifying ...
SciELO

Genesis and Classification of Soils from Subtropical Mountain Regions of Southern Brazil

Soils formed in the high-altitude regions in the state of Santa Catarina (southern region of Brazil) are characterized by high accumulations of soil organic matter (SOM) in their surface horizons and ...