Satellite-Based Iceberg Detection Confidence

Satellite synthetic aperture radar (SAR) data are becoming increasingly valuable for marine operations in ice-affected environments. There are growing varieties of satellites, beam modes and other sensor parameters that are available, so there is a need to develop a universal method to compare the performance of satellite imagery for a given application. This paper introduces the concept of a confidence map for iceberg detection for the safety and efficiency of marine activities. By comparing the characteristics of a set of validated iceberg targets in SAR data with a new image, it is possible to assess what proportion of icebergs in a region may be detected. While the results are intuitive, they quantify the performance of satellite data for iceberg monitoring

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Publication Details

Published
2024-09-23
DOI
https://doi.org/10.1109/oceans55160.2024.10754146
Primary Topic
Cryospheric studies and observations
Type
article
Field-Weighted Citation Impact
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article

Satellite-Based Iceberg Detection Confidence

J. Youden, Maria Eduarda Silva, Richard Hall, Kelley Dodge et al.
Cryospheric studies and observations
article

Satellite-Based Iceberg Detection Confidence

J. Youden, Maria Eduarda Silva, Richard Hall, Kelley Dodge, B E Elliott, Pradeep Bobby
article en

Abstract

Satellite synthetic aperture radar (SAR) data are becoming increasingly valuable for marine operations in ice-affected environments. There are growing varieties of satellites, beam modes and other sensor parameters that are available, so there is a need to develop a universal method to compare the performance of satellite imagery for a given application. This paper introduces the concept of a confidence map for iceberg detection for the safety and efficiency of marine activities. By comparing the characteristics of a set of validated iceberg targets in SAR data with a new image, it is possible to assess what proportion of icebergs in a region may be detected. While the results are intuitive, they quantify the performance of satellite data for iceberg monitoring

Centre For Cold Ocean Resources Engineering (CA), Equinor (Canada) (CA), Equinor (Norway) (NO)
Openalex Percentile: Top 76%
Cryospheric studies and observations
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Satellite-Based Iceberg Detection Confidence — J. Youden, Maria Eduarda Silva, et al. · (2024) | TGRS Research Map | TGRS