Published February 19, 2025 | Version v2
Dataset Open

STTORM-CD-Floods

Authors/Creators

  • 1. Zaitra
  • 2. Masaryk University

Description

This change detection dataset was used in STTORM-CD research and consists of Sentinel-2 time-series data capturing flood events. It includes 12 training scenes and 4 test scenes.
 
The dataset is provided in two formats:
  • RGB (.png):
    • True Color RGB composite of Sentinel-2 imagery.
    • Label color assignments for the change masks are defined in label_colors.txt.
  • NumPy (.npy):
    • 14 channels - contains raw L1C digital number (DN) data (uint16), including all 13 original Sentinel-2 bands. The last channel is a binary cloud mask, generated using s2cloudless (https://github.com/sentinel-hub/sentinel2-cloud-detector).
    • Change masks are in binary format (0 = no change, 1 = change).
For further details, please refer to the publication or the linked GitHub.
 
Contains Modified Copernicus Sentinel data [2024]/Sentinel Hub.
 
Release History:
  • v1 – Initial release.
  • v2 – Unnecessary Mac-specific files were removed and label_colors.txt was corrected.

Files

dataset.zip

Files (3.2 GB)

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md5:fb8ee048dca7617e03b159f764f487c4
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Additional details

Software

Repository URL
https://github.com/kopooli/STTORM-CD
Programming language
Python
Development Status
Active