Artificial Intelligence tools and Precision Agriculture project

Artificial Intelligence tools and Precision Agriculture project

This Learning Object is part of the French programme “Data Manager for agro-environmental projects” within a Master degree and it trains students in multidisciplinary data management for real-world agro-environmental projects

For more information about the programme click here

Module details

At the end of this unit, participants will acquire both theoretical and practical skills in the use of artificial intelligence applied to agro-environmental contexts and precision agriculture. The second half of the unit is dedicated to a micro-assignment conducted in small groups as part of a collaborative Precision Agriculture project. This may involve field data collection followed by the processing of this geolocated data. Students will also attend a professional seminar within the field of digital agriculture.


Proposer: Institut Agro Montpellier

Organization: Institut Agro Montpellier

Duration: 60h

ECTS: 7

Shortcut access code: No

Year of pubblication: 2026

Topics

Tags: , ,

Subject areas: ,

Delivery methods: In Person

Teaching methods: Lectures, Working Group, Testimonial, Project Work, Seminar

Languages:

Learning objectives
  • Discovering the contribution of artificial intelligence tools to agri-environmental project management
  • Project on spatialized data for precision agriculture
     
  • Introduction to Machine Learning

    Introduction to machine learning, with a particular focus on deep learning. Practical application on a micro-project based on agro-environmental data


    Duration: 16h
    Teacher: B. Fontez, H. Jones, P. Vismara
    Delivery method: In Person
    Teaching method: Lectures, Working Group, Testimonial, Project Work

    •  
  • Knowledge representation and Big Data

    Ontologies, Semantic networks


    Duration: 6h
    Teacher: A. Tireau
    Delivery method: In Person
    Teaching method: Lectures, Working Group

    •  
  • Reasoning under constraints

    Introduction to artificial intelligence-based decision support tools for reasoning under constraints, with a particular focus on Constraint Programming. Practical application to a problem of crop allocation in agro-ecology.


    Duration: 8h
    Teacher: P. Vismara
    Delivery method: In Person
    Teaching method: Lectures, Working Group

    •  
  • Seminar

    Seminar on Digital Agriculture organised by the Agrotic chair


    Duration: 6h
    Teacher: B. Tisseyre
    Delivery method: In Person
    Teaching method: Seminar

    •  
  • Project on spatialized data for precision agriculture

    Precision agriculture project, organised over 2 weeks, designed to respond to a specific problem, generally involving data collection in the field and processing of the spatial data collected.


    Duration: 24h
    Teacher: G. Brunel, B. Tisseyre
    Delivery method: In Person
    Teaching method: Project Work

Tags