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---
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license: cc-by-2.0
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pretty_name: PhiSat-2 Burned Area Dataset
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size_categories:
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- 1K<n<10K
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---
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## Burned Area Dataset Overview |
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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. |
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- **Wildfire events:** 115 |
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- **Continents covered:** 6 |
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- **Fire types included:** Boreal, temperate, tropical |
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### Classes |
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Each image is labeled with four classes: |
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- **Background** |
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- **Burned Area** |
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- **Clouds** |
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- **Waterbodies** |
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Including *Clouds* and *Waterbodies* helps models handle real-world issues like cloud cover and similar-looking features, improving model performance and generalization. |
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### Class Distribution by Dataset Split |
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| Class | Test (%) | Validation (%) | Training (%) | |
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|---------------|----------|----------------|---------------| |
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| Background | 20.0 | 20.4 | 59.7 | |
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| Burned Area | 19.8 | 20.1 | 60.1 | |
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| Clouds | 19.4 | 20.1 | 60.5 | |
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| Waterbodies | 20.8 | 19.4 | 59.8 | |
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This dataset is well-suited for wildfire mapping, monitoring, and ecological research. |
