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In Part 2, we explore how Foundation Models can be leveraged to track deforestation patterns.
Building upon the insights from our Sentinel-2 pipeline and Central Balkan case study, we dive into the revolution that foundation models have brought to segmentation tasks.
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Table of Contents
Recap from Part 1
Segmentation-based Foundation Models for deforestation tracking
Conclusions
1. Recap from Part 1
1.1 Key findings from satellite data analysis
Figure 1. Summary of forest analysis for Central Balkan Park
Our using satellite data from 2016 to 2021, shown in Figure 1, revealed three critical insights about forest dynamics and health.
Forest Health Trajectory The park demonstrated remarkable improvement in overall forest health, with
