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README.md

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 license: cc-by-2.0
+pretty_name: PhiSat-2 Burned Area Dataset
+size_categories:
+- 1K<n<10K
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+
+
+## Burned Area Dataset Overview
+
+This dataset is based on Sentinel-2 imagery and provides **simulated burned area data** at a **4.75-meter spatial resolution**. It allows for detailed post-fire landscape analysis in different ecosystems around the world.
+
+- **Wildfire events:** 115
+- **Continents covered:** 6
+- **Fire types included:** Boreal, temperate, tropical
+
+### Classes
+
+Each image is labeled with four classes:
+
+- **Background**
+- **Burned Area**
+- **Clouds**
+- **Waterbodies**
+
+Including *Clouds* and *Waterbodies* helps models handle real-world issues like cloud cover and similar-looking features, improving model performance and generalization.
+
+### Class Distribution by Dataset Split
+
+| Class         | Test (%) | Validation (%) | Training (%) |
+|---------------|----------|----------------|---------------|
+| Background    | 20.0     | 20.4           | 59.7          |
+| Burned Area   | 19.8     | 20.1           | 60.1          |
+| Clouds        | 19.4     | 20.1           | 60.5          |
+| Waterbodies   | 20.8     | 19.4           | 59.8          |
+
+This dataset is well-suited for wildfire mapping, monitoring, and ecological research.