A newer version of the Gradio SDK is available: 6.22.0
metadata
title: HABIT — Soil Water Retention Predictor
emoji: 💧
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.1
app_file: app.py
pinned: false
license: mit
models:
- Teamrat/habit
tags:
- soil-science
- pedotransfer-function
- water-retention
short_description: Soil water retention prediction with uncertainty
HABIT — Soil Water Retention Predictor
Interactive demo for HABIT (Hierarchical Attention-Based Inference with Transfer Learning), a pre-trained ensemble model for predicting soil water retention curves.
Paper: Ghezzehei TA (2025). Water Resources Research.
Model weights: Teamrat/habit
Enter soil texture (required) plus optional bulk density, organic carbon, and saturated hydraulic conductivity. The model automatically adapts to whatever inputs you provide.