Abstract: The study of soil categorization is a burgeoning field nowadays. Living animals and plants depend heavily on soil for their survival. This study is to classify the different types of soils ...

The Rafael Fernandes experimental farm is located in the Alagoinha district, northwest of Mossoró, State of Rio Grande do Norte, Brazil, over two pedogenic formations of different edaphic ...

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 ...

• 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 ...

The characterization and classification of soils in irrigable areas are crucial for understanding soil types and nutrient status, which in turn help to optimize crop yield and to design soil ...

Abstract: Soil texture classification is pivotal in diverse fields, such as agriculture, environmental science, geology, civil engineering, and land management. Traditional approaches to soil texture ...

Server code for the Agro-Companion website, featuring Flask-based services for deep learning-driven soil classification and fuzzy logic-based crop recommendation ...

ABSTRACT: The present study is inscribed within the framework of the geotechnical characterization of the soils of the Santchou plain, their classification for employment as pavement subgrade, various ...