less than 1 minute read

The paper that I wrote titled “Towards assessing agricultural land suitability with causal machine learning” was accepted at the Earthvision workshop of CVPR 2022!

Paper | arXiv

This is a culmination of the work we have been doing at the National Observatory of Athens to bring modern data-driven decision-making in sustainable agriculture (see post).

In this proof of concept, we focused on the Flanders region of Belgium, employed large-scale geospatial data, and modeled the heterogeneous impact of two sustainable agricultural practices on the productivity of land with double machine learning.

Earthvision is a targeted workshop for the AI4EO community. It is organized for the 3rd consecutive year, frequently featuring prominent researchers and institutions of the field. Accepted Earthvision papers are included in the CVPR 2022 workshop proceedings and published in IEEE Xplore.

Here’s a screenshot of my workshop presentation!