The world today is marked by paradox. Never before has humanity possessed such extraordinary scientific knowledge, ...

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: ...

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 ...

• 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 soluble organic matter is an important component in the study of carbon and nitrogen cycling in terrestrial ecosystems. Soil microorganisms, as soil decomposers, participate in soil ...

ABSTRACT: The technical and economic optimization of road projects has led to research into the use of materials obtained by mechanical stabilization for pavement construction. This research has ...