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README.md
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license: mit
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language:
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- en
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---
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license: mit
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language:
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- en
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---
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Dataset for RAPID WILDFIRE HOTSPOT DETECTION USING SELF-SUPERVISED LEARNING ON TEMPORAL REMOTE SENSING DATA
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---------
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- **Repository:** https://github.com/links-ads/igarss-multi-temporal-hotspot-detection
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- **Paper:** WIP
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---------
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## Dataset Structure
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The main dataset used in the paper comprises the following inputs:
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{ "type": "Feature", "properties": { "x": "13.368422504587155", "y": "37.390127713310584", "point_id": "0", "class": "1", "event_id": 16257, "IR_016": "0.5360714793205261", "IR_039": "1.259887456893921", "IR_087": "1.7346959114074707", "IR_097": "0.6575019359588623", "IR_108": "3.5344386100769043", "IR_120": "14.962118148803711", "IR_134": "61.9808349609375", "VIS006": "50.33516311645508", "VIS008": "100.94535827636719", "WV_062": "114.41104125976562", "WV_073": "90.39916229248047", "time": "2019-08-14 00:00:10+00:00", "lc_2018": 1 }, "geometry": { "type": "Point", "coordinates": [ 13.368422504587155, 37.390127713310584 ] } },
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| Suffix | Description | Format |
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|---------|-------------------------------------------------------------------------------------------|--------------------------|
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| x | Longitude (EPSG:4326) | float |
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| y | Latitude (EPSG:4326) | float |
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| point_id | Pixel id of the AOI | int |
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| class | Hotspot (1), No hotspot (0) | int |
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| event_id | Effis event id | str |
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| time | MSG15 activation timestamp | str |
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| lc_2018 | ESRI LULC class | int |
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| IR_016 | Infrared MSG15 channel | float |
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| IR_039 | Infrared MSG15 channel | float |
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| IR_087 | Infrared MSG15 channel | float |
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| IR_097 | Infrared MSG15 channel | float |
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| IR_108 | Infrared MSG15 channel | float |
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| IR_120 | Infrared MSG15 channel | float |
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| IR_134 | Infrared MSG15 channel | float |
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| VIS_006 | Visible MSG15 channel | float |
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| VIS_008 | Visible MSG15 channel | float |
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| WV_062 | Water Vapour MSG15 channel | float |
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| WV_073 | Water Vapour MSG15 channel | float |
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