Published May 20, 2024 | Version 1.0
Dataset Embargoed

MUDDAT: A SENTINEL-2 IMAGE-BASED MUDDY WATER BENCHMARK DATASET FOR ENVIRONMENTAL MONITORING.

Description

This is a dataset for mapping muddy waters based on Sentinel-2A satellite imagery. The image data are saved as GeoTIFF files and metadata files are provided in json format. There are 19 images in total, based on 16 distinct European Areas of Interest (AOIs), covering a total of 9 countries such as:

  • Greece
  • Italy
  • France
  • Spain
  • Belgium
  • UK
  • Sweden
  • Finland and
  • Serbia

From the Sentinel-2A products were extracted 10 spectral bands and then resampled to a 10m spatial resolution. All spectral bands used can be found in the Metadata/Source files. The annotated images comprise 3 classes, "Non-muddy", "Muddy" and "Ambiguous". More details about the annotation methodology can be found on the accepted abstract (file: Accepted_Abstract_03_15_2024.pdf)

Files

Embargoed

The files will be made publicly available on September 21, 2024.

Additional details

Related works

Continues
Publication: 10.3390/su151813441 (DOI)

Funding

PERIVALLON – Protecting the EuRopean terrItory from organised enVironmentAl crime through inteLLigent threat detectiON tools 101073952
European Commission
ThinkingEarth – Copernicus Foundation Models for a Thinking Earth 101130544
European Commission

Dates

Submitted
2024-01-09
Paper submission for IGARSS
Accepted
2024-03-15
Paper acceptance for IGARSS