---
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](https://huggingface.co/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.