Outbreak of Glacier in Antarctica: Iceberg Movement Analysis using SAR Images

Glacier displacement is cause of crisis environmental change. Glacier razes due to high impact of tsunami wave in Tohuku have triggered to continue giant hit on Sulzberger ice shelf of Antarctica. Synthetic aperture radar (SAR) satellites used for regular tracking system to monitor the disaster effects. SAR is atmospheric convenience system could work in all weather conditions. The bounce of electromagnetic signals collects multiplicative noise named as speckle and is in need to reduce. Multitemporal images are implemented to find iceberg displacements using un-decimated discrete wavelet transform. Difference images are segmented by two-level clustering method to differentiate class distribution. This experiment provided prominent accuracy of 97.77% with exact boundaries.

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Publication Details

Published
2024-10-25
DOI
https://doi.org/10.1109/gccit63234.2024.10862743
Citations
1
Primary Topic
Cryospheric studies and observations
Type
article
Field-Weighted Citation Impact
0.38
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Outbreak of Glacier in Antarctica: Iceberg Movement Analysis using SAR Images

S. Kalaivani, Vijaya Geetha R
1 citations
Cryospheric studies and observations
0.38
article

Outbreak of Glacier in Antarctica: Iceberg Movement Analysis using SAR Images

S. Kalaivani, Vijaya Geetha R
article en
1 citations

Abstract

Glacier displacement is cause of crisis environmental change. Glacier razes due to high impact of tsunami wave in Tohuku have triggered to continue giant hit on Sulzberger ice shelf of Antarctica. Synthetic aperture radar (SAR) satellites used for regular tracking system to monitor the disaster effects. SAR is atmospheric convenience system could work in all weather conditions. The bounce of electromagnetic signals collects multiplicative noise named as speckle and is in need to reduce. Multitemporal images are implemented to find iceberg displacements using un-decimated discrete wavelet transform. Difference images are segmented by two-level clustering method to differentiate class distribution. This experiment provided prominent accuracy of 97.77% with exact boundaries.

Institute of Technology of Cambodia (KH), Vellore Institute of Technology University (IN)
Climate action
Openalex Percentile: Top 36%
Cryospheric studies and observations
0.38
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