---
license: mit
language:
- en
---

Dataset for RAPID WILDFIRE HOTSPOT DETECTION USING SELF-SUPERVISED LEARNING ON TEMPORAL REMOTE SENSING DATA

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- **Repository:** https://github.com/links-ads/igarss-multi-temporal-hotspot-detection
- **Paper:**  https://arxiv.org/abs/2405.20093
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## Dataset Structure

The main dataset used in the paper comprises the following inputs:

| Suffix  | Description                                                                               | Format                   |
|---------|-------------------------------------------------------------------------------------------|--------------------------|
| x   | Longitude (EPSG:4326)                                    | float       |
| y   | Latitude (EPSG:4326)                                     | float       |
| point_id  | Pixel id of the AOI                                | int         |
| class  | Hotspot (1), No hotspot (0)                           | int         |
| event_id      | Effis event id                                 | str         |
| time      | MSG15 activation timestamp                         | str         |
| lc_2018      | ESRI LULC class                                 | int         |
| IR_016  | Infrared MSG15 channel                                   | float           |
| IR_039  | Infrared MSG15 channel                                   | float           |
| IR_087  | Infrared MSG15 channel                                   | float           |
| IR_097  | Infrared MSG15 channel                                   | float           |
| IR_108  | Infrared MSG15 channel                                   | float           |
| IR_120  | Infrared MSG15 channel                                   | float           |
| IR_134  | Infrared MSG15 channel                                   | float           |
| VIS_006  | Visible MSG15 channel                                   | float           |
| VIS_008  | Visible MSG15 channel                                   | float           |
| WV_062  | Water Vapour MSG15 channel                               | float           |
| WV_073  | Water Vapour MSG15 channel                               | float           |

### Acknowledgements

This dataset was created in the context of the OVERWATCH project, funded in the Horizon Europe Programme under G.A. n.101082320, with the support of the EU Agency for the Space Programme (EUSPA).
More information: [https://overwatchproject.eu/](https://overwatchproject.eu/)