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links-ads/multi-temporal-hotspot-dataset

Dataset for RAPID WILDFIRE HOTSPOT DETECTION USING SELF-SUPERVISED LEARNING ON TEMPORAL REMOTE SENSING DATA Repository: https://github.com/links-ads/igarss-multi-temporal-hotspot-detection Paper: https://arxiv.org/abs/2405.20093 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… See the full description on the dataset page: https://huggingface.co/datasets/links-ads/multi-temporal-hotspot-dataset.

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Dataset Card

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

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

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/