Innovative Soil Research

Advanced classification tools and hierarchical models for comprehensive paleosol research and analysis.

Soil Research Solutions

Innovative classification models and tools for advanced paleosol research and soil science applications.

Hierarchical Classification Model

Constructing SoilNet for multi-scale feature extraction and hierarchical classification in soil science research.

Close-up view of soil with visible roots and small plants. The texture of the earth appears rough and clumpy with some green moss or similar growth visible.
Close-up view of soil with visible roots and small plants. The texture of the earth appears rough and clumpy with some green moss or similar growth visible.
Classification Analysis Tools

Developing algorithms inspired by micromorphology for effective morphology-based feature recognition and categorization.

Integrating SoilNet with GPT architecture for experimental validation and enhanced research capabilities.

Experimental Validation
A close-up view of dry, brown, crumbled soil or dirt, with various sizes of rocks and clumps scattered throughout the surface. The texture appears rough and uneven, with shadows suggesting sunlight coming from one direction.
A close-up view of dry, brown, crumbled soil or dirt, with various sizes of rocks and clumps scattered throughout the surface. The texture appears rough and uneven, with shadows suggesting sunlight coming from one direction.
A large pile of dirt or soil with a clear blue sky in the background. The soil appears dry with visible clumps and rocks.
A large pile of dirt or soil with a clear blue sky in the background. The soil appears dry with visible clumps and rocks.
Research

Innovative soil classification and analysis solutions.

© 2025. All rights reserved.