Comparative Analysis of Common Compression Algorithms for Sentinel-2 Multispectral Band Compression

Sentinel-2 Earth observations generate massive volumes of imagery data stored in the JPEG 2000 file format. The paper evaluates lossless compression strategies for satellite data by comparing two general-purpose methods (Deflate, Bzip2) and two image compression algorithms (JPEG 2000, JPEG XL). The experiments focused on individual band compression. Parallel processing implementations were tested, to leverage the features of the selected algorithms. The experiments were conducted on a dataset consisting of full tile Sentinel-2 L2A images with reduced cloud levels, where two performance metrics were measured, a compression ratio and a throughput.

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Publication Details

Published
2025-05-06
DOI
https://doi.org/10.1109/iceast64767.2025.11088207
Primary Topic
Advanced Data Compression Techniques
Type
article
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article

Comparative Analysis of Common Compression Algorithms for Sentinel-2 Multispectral Band Compression

Borut Žalik, Domen Mongus, Aljaž Žel
Advanced Data Compression Techniques
article

Comparative Analysis of Common Compression Algorithms for Sentinel-2 Multispectral Band Compression

Borut Žalik, Domen Mongus, Aljaž Žel
article en

Abstract

Sentinel-2 Earth observations generate massive volumes of imagery data stored in the JPEG 2000 file format. The paper evaluates lossless compression strategies for satellite data by comparing two general-purpose methods (Deflate, Bzip2) and two image compression algorithms (JPEG 2000, JPEG XL). The experiments focused on individual band compression. Parallel processing implementations were tested, to leverage the features of the selected algorithms. The experiments were conducted on a dataset consisting of full tile Sentinel-2 L2A images with reduced cloud levels, where two performance metrics were measured, a compression ratio and a throughput.

University of Maribor (SI)
Openalex Percentile: Top 83%
Advanced Data Compression Techniques
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