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VIIRS Nightfire Remote Sensing Volcanoes

Trifonov Grigory, Zhizhin Mikhail, Melnikov Dmitry, Poyda Alexey (2017) VIIRS Nightfire Remote Sensing Volcanoes // Procedia Computer Science. Vol. 119, pp. 307-314. doi: 10.1016/j.procs.2017.11.189.

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Abstract

Satellite based remote sensing of active volcanoes has been performed in various forms since 1965. Compared to “on the ground” observations it lets data to be gathered globally at regular pace for long periods of time without the need for local maintenance. Currently existing publicly available volcanoes thermal activity monitoring systems rely on the detection algorithms narrowly specified for volcanoes temperature ranges and operate using the data from previous generation of sensors, which is supported with non-reserved constellation of two satellites. The presented work proposes pipeline (the sequence of actions) based on the clustering of the data received from the Nightfire thermal anomalies detection algorithm, which is not focused on the specific type of infrared sources. Pipeline has been tested on Kamchatka’s region 2016 year dataset and proved to produce sound results corresponding to manual observations.
Item Type: Article
Title: VIIRS Nightfire Remote Sensing Volcanoes
Language: English
Journal or Publication Title: Procedia Computer Science
Uncontrolled Keywords: Nightfire; VIIRS; Remote sensing; clustering; volcanoes
Subjects: Volcanoes > 1 Volcanoes of the Kurile-Kamchatka Region > 1.1 Kamchatka > _ Volcanoes of Kamchatka
Volcanoes > 1 Volcanoes of the Kurile-Kamchatka Region > 1.2 Kurile Islands > _ Volcanoes of Kurile Islands
Depositing User: Д.В. Мельников
Date Deposited: 12 Dec 2017 02:55
Last Modified: 12 Dec 2017 02:55
URI: http://repo.kscnet.ru/id/eprint/3160

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