Sea Ice Concentration Estimation during Freeze-Up from SAR Imagery Using a Convolutional Neural Network

In this study, a convolutional neural network (CNN) is used to estimate sea ice concentration using synthetic aperture radar (SAR) scenes acquired during freeze-up in the Gulf of St. Lawrence on the east coast of Canada. The ice concentration estimates from the CNN are compared to those from a neura...

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Bibliographic Details
Main Authors: Lei Wang, K. Andrea Scott, David A. Clausi
Format: Article
Language:English
Published: MDPI AG 2017-04-01
Series:Remote Sensing
Subjects:
Online Access:http://www.mdpi.com/2072-4292/9/5/408