---
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           |