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ORIGINAL RESEARCH article

Front. Remote Sens.

Sec. Image Analysis and Classification

Detection potential of floating matter in high-resolution X-band SAR data: initial results with visual interpretations Floating matter detectability in high-resolution X-band SAR imagery: Initial results with visual interpretations

Provisionally accepted
  • 1University of South Florida, St Petersburg, United States
  • 2NOAA Center for Satellite Applications and Research, College Park, United States
  • 3Department of Marine Science, University of the Aegean, Mytilene, Greece

The final, formatted version of the article will be published soon.

Remote detections of floating matters such as macroalgae, plastics, or other debris primarily relies on the use of passive optical imagery that requires daytime collection and absence of clouds, sun glint, and thick aerosols. Synthetic aperture radar (SAR) sensors are not affected by these issues, but their capacity in such detections has not been robustly characterized. As such, this study qualitatively evaluates the capacity of Capella Space X-band (9.6 GHz) SAR, which provide data at a spatial resolution of 0.35 to 1 m, 100 to 800 times higher than what is currently available from Sentinel-1 C-band (5.4 GHz) SAR. A controlled experiment with floating plastic targets of 1, 2 and 3 m2 showed that only the 3 m² target and 1 m² mooring buoys were clearly detected, and only for a single collection mode. Some macroalgae and floating plants, such as Ulva prolifera and hyacinth, were consistently detected by Capella SAR. However, Sargassum horneri and Sargassum natans/fluitans were only partially detected by Capella SAR, with larger aggregations providing more positive detections. Surface scums of phytoplankton such as Trichodesmium or Noctiluca were not detected. The main detection limitations arise from the weak contrast between the floating matters and surrounding water, as well as the low signal-to-noise-ratio (SNR) of the three different collection modes of Capella SAR, which range from 2 to 6 (±0.03 to 0.35). On the other hand, Capella SAR successfully detected floating materials in Lake Skadar/Shkodra (Albania and Montenegro) as well as foam and potential brine shrimp cysts in the Great Salt Lake, whilst these targets were not detected using Sentinel-1. Despite a limited dataset of only 33 SAR images paired with concurrent and co-located optical images, these preliminary results show the value of high-resolution X-band SAR in detecting relatively large mats of plastics and certain type of macroalgae, while the findings can help task the satellites to collect targeted images for event response.

Keywords: high resolution, macroalgae, Plastic, remote sensing, SAR, X-band

Received: 26 Aug 2025; Accepted: 28 Oct 2025.

Copyright: © 2025 Hadjal, Barnes, Hu, Qi, Papageorgiou and Topouzelis. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Madjid Hadjal, madjidhadjal@usf.edu
Brian B Barnes, bbarnes4@usf.edu

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