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Scheeren, I
Macedo, I
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Authors
Gaso, D
Macedo, I
Tosin, M
Scheeren, I
Markus, C
Macedo, I
Roel, &
Bonomo, J.J
Topics
Precision Agriculture for Global Food Security
Artificial Intelligence, Big Data, and Advanced Analytics in Agriculture
Decision Support Systems, Cloud Platforms, and Open Data Solutions
Type
Poster
Year
2026
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1. Delineation of Agroecological Zones for Rainfed Summer Crops in Eastern Uruguay

The delineation of agroecological zones is a key step for understanding spatial variability in crop performance and for supporting the assessment and transferability of agricultural technologies. Even within relatively small regions, strong gradients in climate and soil properties can lead to substantial differences in crop yield potential and stability, particularly in rainfed systems. This study aims to delineate agroecological zones for rainfed summer crops in eastern Uruguay using an integrated... D. Gaso, I. Macedo

2. Combining YOLOv9 and Fuzzy Inference System to Improve the Precision of Weed Recognition Systems in Soybean Crops Using UAV Imagery

Weeds are a problem in crops because they compete with crops for nutrients, sunlight, and water, hindering their full development. To control these plants, herbicides are usually applied throughout the field. Therefore, to optimize the application process, many researchers have been working on automatic weed recognition systems based on artificial intelligence techniques for field imaging, enabling the localized application of herbicides. To this end, the YOLO (You Only Look Once) object detection... M. Tosin, I. Scheeren, C. Markus

3. Spatio-temporal Yield Stability in Rice-soy Rotations at Farm Scale

Integrated crop-livestock systems are facing the pressure to intensify worldwide, thus decoupling crops from pasture and reducing the amount of time under pasture, while increasing the frequency of annual grain crops. In Uruguay, rice production is commonly integrated into crop–livestock systems, generating productive and environmental advantages compared to many rice-growing regions worldwide. Recent intensification of these systems, particularly through the incorporation of soybean into... I. Macedo, &. Roel, J.J. Bonomo