ABSTRACT: Expansive soils present a significant geohazard to light infrastructure worldwide, causing costly damage through swelling and shrinkage cycles driven by moisture content changes. One key ...

• 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 ...

👍 1 twinbrian mentioned this on Sep 27, 2024 Example notebook for classification + dry_run flag draft #1036 shihchengli linked a pull request that will close this issue Example notebook for ...

Urban soil science is critical and expanding. Urbanization rates continue to rise, leading to more urban lands and higher human population densities in urban areas. This leads to increased soil ...