AgMIP Machine Learning (AgML)

Main contacts for Initiative

Ioannis Athanasiadis

Latest News

  • AgML Workshop: January 22-24, 2024, Wageningen University

Description

Launch AgMIP activities on the interface of artificial intelligence and agricultural modelling:

  • How ML can help improve Ag modelling?
  • Does Ag poses new challenges for ML/AI? 

Topics – Good practices and first examples of:

  • Surrogate models for ag model improvement
  • Hybrid models (i.e. models that combine process-based and machine learning blocks)

Overview of Participants

Ioannis Athanasiadis, Ron van Bree (WUR), Andres Castellano, Alex Ruane (NASA/GISS), Lily-belle Sweet, Jakob Zscheischler (UFZ)

Open to new participants!

Current Research Focus

  • Agenda-setting paper – in preparation to be submitted by the end of 2023
  • Launch first protocol for model inter comparison

Recent Noteworthy Finding

  • Focus on multi-metric protocols

AgMIP9 Goals

  • Launch activities – attract members
  • Share first ideas about protocols/data/metrics
  • Shape a position paper