Analysis on atmospheric pressure, temperature, and wind speed profiles during total solar eclipse 9 March 2016 using time series clustering

Air temperature, pressure, and wind speed measurements on the surface taken during the Total Solar Eclipse (TSE) of March 9, 2016, are made. They were taken in Terentang Beach, Bangka Island, Indonesia. In this paper, we propose to analyze them by using time series clustering. The following steps ar...

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Bibliographic Details
Published in:Journal of physics. Conference series 2016-11, Vol.771 (1), p.12009
Main Authors: Riza, Lala Septem, Wihardi, Yaya, Nurdin, Enjang Ali, Ardi, Nanang Dwi, Asmoro, Cahyo Puji, Wijaya, Agus Fany Chandra, Utama, Judhistira Aria, Nandiyanto, Asep Bayu Dani
Format: Article
Language:English
Subjects:
Air temperature
Clustering
Data smoothing
Physics
Solar eclipses
Time series
Wind speed
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Summary:Air temperature, pressure, and wind speed measurements on the surface taken during the Total Solar Eclipse (TSE) of March 9, 2016, are made. They were taken in Terentang Beach, Bangka Island, Indonesia. In this paper, we propose to analyze them by using time series clustering. The following steps are conducted: data collecting, splitting, smoothing, distance calculation, and clustering. The final results show cluster memberships of the three parameters on 3 time frames: one day before, the TSE day, and one day after. After doing some simulations, it can be seen that the profiles of temperature and pressure on the TSE day are on the same cluster while the wind-speed profile on the TSE day is the same as on the one day after.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/771/1/012009