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Open Access
2016 tropical cyclone cloud segmentation
- Citation Author(s):
- Submitted by:
- Liang Hu
- Last updated:
- Tue, 05/17/2022 - 22:21
- DOI:
- 10.21227/2ekb-hs14
- Data Format:
- Link to Paper:
- License:
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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
Dataset Files
TC cloud over NA NA.zip (400.41 MB)- TC cloud over EP EP.zip (464.17 MB)
- TC cloud over NI NI.zip (109.86 MB)
- TC cloud over SI SI.zip (203.90 MB)
- TC cloud over SP SP.zip (123.54 MB)
- TC cloud over WP WP.zip (638.03 MB)
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Comments
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.