Published May 31, 2022
| Version v1
Dataset
Open
Satellite Burned Area Dataset
Creators
- 1. Politecnico di Torino
Description
Satellite burned area dataset: dataset containing several satellite acquisitions related to past forest wildfires. It contains 73 acquisitions from Sentinel-2 and Sentinel-1 (Copernicus).
This dataset can be used to train and validate segmentation models for the burned area delineation task and severity estimation.
The fold definition adopted in the paper can be found in the satellite_data.csv, under the "fold" column.
The example code used in to load the data and train the baseline UNet model is available at: https://github.com/lccol/burned-area-baseline.
Files
Satellite_burned_area_dataset_part1.zip
Files
(14.0 GB)
| Name | Size | Download all |
|---|---|---|
|
md5:e21ae221d8dd688beb3e7aa0922370f8
|
3.5 GB | Preview Download |
|
md5:91e017282fda393f61bad59a8a0c9785
|
3.0 GB | Preview Download |
|
md5:1e0661946b0246d901583ddbabcfa8d4
|
2.9 GB | Preview Download |
|
md5:d498386fe29b95eaefb470b128a42abc
|
3.2 GB | Preview Download |
|
md5:456fd18a18e64a83c9176c3ac0f80cdf
|
1.5 GB | Preview Download |
|
md5:8a93ab8cd09a4c9b7a3096bb49379ba4
|
18.3 kB | Preview Download |