Climate, Water & Agriculture - PFE 03 - Smart Irrigation System with AI & Soil Moisture Modeling
TerraSens (Technopole El Ghazala)
StageHybride4 à 6 moisDate limite : 27 janv. 2026
HydrologyData analysis and process managementSoftware Engineering (Python)Data Science & Machine Learning
Description
Context Efficient irrigation management requires accurate estimation of crop water needs and real-time monitoring of soil moisture under variable climate conditions.
Objectives
- Estimate crop water requirements using ET₀ and crop coefficients
- Integrate soil moisture sensor data
- Develop AI-based irrigation recommendation models
Main Tasks
- Compute ET₀ and dynamic crop coefficients
- Process soil moisture measurements
- Train and test irrigation decision models
Required Skills
- Hydrology
- Data analysis
- Python
- Machine learning