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2016 tropical cyclone cloud segmentation

Citation Author(s):
Liang Hu
Submitted by:
Liang Hu
Last updated:
DOI:
10.21227/2ekb-hs14
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Abstract

Segmentation of TC clouds in 2016. The segmentation task was accomplished by an algorithm which takes a time series of brightness temperature images of TCs and uses image processing techniques to acquire segmentation for each image in a semi-supervised manner. 

Instructions:

2016 TC cloud segmentation animation

This dataset was used in the publication of the following paper: K. T. Nguyen, L. Hu, A. S. Alenin, E. A. Ritchie and J. S. Tyo, "A Satellite-Based Remote-Sensing Framework to Quantify the Upwelling Radiation Due to Tropical Cyclones," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 5488-5500, 2021, doi: 10.1109/JSTARS.2021.3076660.
J Scott Tyo Tue, 07/06/2021 - 08:32 Permalink