Satellite SAR Data-based Sea Ice Classification: An Overview

A review of the main approaches developed for sea ice classification using satellite imagery is presented. Satellite data are the main and very often only information source for sea ice classification and charting in the remote arctic regions. The main techniques used for ice classification and ice...

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Bibliographic Details
Published in:Geosciences
Main Authors: Natalia Zakhvatkina, Vladimir Smirnov, Irina Bychkova
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2019
Subjects:
Online Access:https://doi.org/10.3390/geosciences9040152
https://doaj.org/article/97575288e9ea4555b01e0b6352123385
Description
Summary:A review of the main approaches developed for sea ice classification using satellite imagery is presented. Satellite data are the main and very often only information source for sea ice classification and charting in the remote arctic regions. The main techniques used for ice classification and ice charting in several national ice services are considered. Advantages and disadvantages of various SAR data-based methods for ice classification are analyzed. It is shown that an increase of SAR technical abilities contributes to the enhancement of sea ice classification reliability. The possible further development of satellite data-based methods for ice classification is discussed.