Iceberg Detection for Arctic Operations - A Comparison of C- and L-band Wide-Swath SAR

The accurate detection and mapping of icebergs in the Arctic is important for the safety of maritime traffic and offshore infrastructure and for monitoring the health of marine-terminating glaciers. Synthetic Aperture Radar (SAR) images from satellites have proven to be a useful tool for Arctic moni...

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Main Author: Færch, Laust
Format: Doctoral or Postdoctoral Thesis
Language:English
Published: UiT Norges arktiske universitet 2024
Subjects:
Online Access:https://hdl.handle.net/10037/34431
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record_format openpolar
spelling ftunivtroemsoe:oai:munin.uit.no:10037/34431 2024-09-15T17:51:50+00:00 Iceberg Detection for Arctic Operations - A Comparison of C- and L-band Wide-Swath SAR Færch, Laust 2024-09-13 https://hdl.handle.net/10037/34431 eng eng UiT Norges arktiske universitet UiT The Arctic University of Norway Paper I: Færch, L., Dierking, W., Hughes, N. & Doulgeris, A.P. (2023). A Comparison of CFAR Object Detection Algorithms for Iceberg Identification in L-and C-band SAR Imagery of the Labrador Sea. The Cryosphere, 17 , 5335–5355. Also available in Munin at https://hdl.handle.net/10037/32399 . Paper II: Færch, L., Dierking, W., Hughes, N. & Doulgeris, A.P. (2024). Mapping icebergs in sea ice: An analysis of seasonal SAR backscatter at C- and L-band. Remote Sensing of Environment, 304 , 114074. Also available in Munin at https://hdl.handle.net/10037/34409 . Paper III: Færch, L., Dierking, W., Hughes, N. & Doulgeris, A.P. (2024). Detecting Arctic Icebergs in Sea Ice in L-band SAR Images Using a Multiscale CFAR Algorithm. (Submitted manuscript). 978-82-8236-582-6 (trykk) 978-82-8236-583-3 (pdf) https://hdl.handle.net/10037/34431 openAccess Copyright 2024 The Author(s) Synthetic Aperture Radar Arctic Icebergs DOKTOR-004 Doctoral thesis Doktorgradsavhandling 2024 ftunivtroemsoe 2024-08-27T23:41:18Z The accurate detection and mapping of icebergs in the Arctic is important for the safety of maritime traffic and offshore infrastructure and for monitoring the health of marine-terminating glaciers. Synthetic Aperture Radar (SAR) images from satellites have proven to be a useful tool for Arctic monitoring, and C-band SAR images are currently used for operational iceberg monitoring in selected areas. However, current C-band data have been shown to offer only limited discrimination between icebergs and sea ice, impeding regular detection of icebergs in sea ice. Moreover, the methods currently used for iceberg detection in open water are poorly validated, and additional knowledge about their performance is needed. Future L-band missions are expected to increase detection accuracies for icebergs in sea ice and may, in addition, offer some advantages over C-band for detecting icebergs in open water. In this thesis, we are comparing the use of C- and L-band SAR images for the detection of icebergs in the Arctic. The first part of this thesis provides a background and introduction to Arctic icebergs, SAR, and the topic of iceberg detection using SAR. The second part of this thesis presents three research papers that have been produced as part of this Ph.D. project. The results of the research show that although L-band SAR serves as an excellent complement to C-band SAR for the detection of icebergs in open water, the true advantage of L-band over C-band is for the detection of icebergs in sea ice. This opens up a whole new area for monitoring, allowing for a more complete mapping of icebergs, and greatly improving the possibilities of Arctic-wide iceberg surveillance. En nøyaktig overvåkning og kartlegging av isfjell i Arktis er viktig for sikkerheten til sjøtrafikk og infrastruktur til havs og for å overvåke helsen til kystnære breer. Bilder fra satellitter med syntetisk aperturradar (SAR) har vist seg å være et nyttig verktøy for overvåking av Arktis, og C-bånd SAR-bilder brukes aktivt til operativ ... Doctoral or Postdoctoral Thesis Arctic Arktis Arktis* Iceberg* Sea ice The Cryosphere University of Tromsø: Munin Open Research Archive
institution Open Polar
collection University of Tromsø: Munin Open Research Archive
op_collection_id ftunivtroemsoe
language English
topic Synthetic Aperture Radar
Arctic
Icebergs
DOKTOR-004
spellingShingle Synthetic Aperture Radar
Arctic
Icebergs
DOKTOR-004
Færch, Laust
Iceberg Detection for Arctic Operations - A Comparison of C- and L-band Wide-Swath SAR
topic_facet Synthetic Aperture Radar
Arctic
Icebergs
DOKTOR-004
description The accurate detection and mapping of icebergs in the Arctic is important for the safety of maritime traffic and offshore infrastructure and for monitoring the health of marine-terminating glaciers. Synthetic Aperture Radar (SAR) images from satellites have proven to be a useful tool for Arctic monitoring, and C-band SAR images are currently used for operational iceberg monitoring in selected areas. However, current C-band data have been shown to offer only limited discrimination between icebergs and sea ice, impeding regular detection of icebergs in sea ice. Moreover, the methods currently used for iceberg detection in open water are poorly validated, and additional knowledge about their performance is needed. Future L-band missions are expected to increase detection accuracies for icebergs in sea ice and may, in addition, offer some advantages over C-band for detecting icebergs in open water. In this thesis, we are comparing the use of C- and L-band SAR images for the detection of icebergs in the Arctic. The first part of this thesis provides a background and introduction to Arctic icebergs, SAR, and the topic of iceberg detection using SAR. The second part of this thesis presents three research papers that have been produced as part of this Ph.D. project. The results of the research show that although L-band SAR serves as an excellent complement to C-band SAR for the detection of icebergs in open water, the true advantage of L-band over C-band is for the detection of icebergs in sea ice. This opens up a whole new area for monitoring, allowing for a more complete mapping of icebergs, and greatly improving the possibilities of Arctic-wide iceberg surveillance. En nøyaktig overvåkning og kartlegging av isfjell i Arktis er viktig for sikkerheten til sjøtrafikk og infrastruktur til havs og for å overvåke helsen til kystnære breer. Bilder fra satellitter med syntetisk aperturradar (SAR) har vist seg å være et nyttig verktøy for overvåking av Arktis, og C-bånd SAR-bilder brukes aktivt til operativ ...
format Doctoral or Postdoctoral Thesis
author Færch, Laust
author_facet Færch, Laust
author_sort Færch, Laust
title Iceberg Detection for Arctic Operations - A Comparison of C- and L-band Wide-Swath SAR
title_short Iceberg Detection for Arctic Operations - A Comparison of C- and L-band Wide-Swath SAR
title_full Iceberg Detection for Arctic Operations - A Comparison of C- and L-band Wide-Swath SAR
title_fullStr Iceberg Detection for Arctic Operations - A Comparison of C- and L-band Wide-Swath SAR
title_full_unstemmed Iceberg Detection for Arctic Operations - A Comparison of C- and L-band Wide-Swath SAR
title_sort iceberg detection for arctic operations - a comparison of c- and l-band wide-swath sar
publisher UiT Norges arktiske universitet
publishDate 2024
url https://hdl.handle.net/10037/34431
genre Arctic
Arktis
Arktis*
Iceberg*
Sea ice
The Cryosphere
genre_facet Arctic
Arktis
Arktis*
Iceberg*
Sea ice
The Cryosphere
op_relation Paper I: Færch, L., Dierking, W., Hughes, N. & Doulgeris, A.P. (2023). A Comparison of CFAR Object Detection Algorithms for Iceberg Identification in L-and C-band SAR Imagery of the Labrador Sea. The Cryosphere, 17 , 5335–5355. Also available in Munin at https://hdl.handle.net/10037/32399 . Paper II: Færch, L., Dierking, W., Hughes, N. & Doulgeris, A.P. (2024). Mapping icebergs in sea ice: An analysis of seasonal SAR backscatter at C- and L-band. Remote Sensing of Environment, 304 , 114074. Also available in Munin at https://hdl.handle.net/10037/34409 . Paper III: Færch, L., Dierking, W., Hughes, N. & Doulgeris, A.P. (2024). Detecting Arctic Icebergs in Sea Ice in L-band SAR Images Using a Multiscale CFAR Algorithm. (Submitted manuscript).
978-82-8236-582-6 (trykk)
978-82-8236-583-3 (pdf)
https://hdl.handle.net/10037/34431
op_rights openAccess
Copyright 2024 The Author(s)
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