Realtime earthquake visualization and interactive analysis

Earthquakes pose a significant risk to the safety of our society and communities. With improved technology and measuring tools, earthquake data have become more accessible and grown in size. However, it is challenging to conduct an efficient earthquake analysis on those large amounts of data. T...

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Main Author: Ye, Ruiyi
Other Authors: Goh Wooi Boon
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/162801
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1628012022-11-09T05:30:48Z Realtime earthquake visualization and interactive analysis Ye, Ruiyi Goh Wooi Boon School of Computer Science and Engineering ASWBGOH@ntu.edu.sg Engineering::Computer science and engineering::Computer applications::Arts and humanities Earthquakes pose a significant risk to the safety of our society and communities. With improved technology and measuring tools, earthquake data have become more accessible and grown in size. However, it is challenging to conduct an efficient earthquake analysis on those large amounts of data. To address this problem, this project proposes a web-based real time earthquake visualization tool, QuakeVisual, that offers users a more interactive way to analyse earthquakes. The QuakeVisual allows queries on earthquake timing, location, and magnitude and can visually display the results in a 2D map view with regular circle nodes and cluster form nodes. On top of that, it also provides an accelerated playback of the earthquake events feature which animates the earthquake points in time sequence. To evaluate the effectiveness of the various features provided by QuakeVisual, a user study was conducted. Results from the user study showed that features provided in QuakeVisual have increased the users’ querying speed for the earthquakes, and the playback of earthquake events has allowed users to gain more insights about the temporal patterns of earthquakes. Bachelor of Engineering (Computer Science) 2022-11-09T05:30:48Z 2022-11-09T05:30:48Z 2022 Final Year Project (FYP) Ye, R. (2022). Realtime earthquake visualization and interactive analysis. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/162801 https://hdl.handle.net/10356/162801 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering::Computer applications::Arts and humanities
spellingShingle Engineering::Computer science and engineering::Computer applications::Arts and humanities
Ye, Ruiyi
Realtime earthquake visualization and interactive analysis
description Earthquakes pose a significant risk to the safety of our society and communities. With improved technology and measuring tools, earthquake data have become more accessible and grown in size. However, it is challenging to conduct an efficient earthquake analysis on those large amounts of data. To address this problem, this project proposes a web-based real time earthquake visualization tool, QuakeVisual, that offers users a more interactive way to analyse earthquakes. The QuakeVisual allows queries on earthquake timing, location, and magnitude and can visually display the results in a 2D map view with regular circle nodes and cluster form nodes. On top of that, it also provides an accelerated playback of the earthquake events feature which animates the earthquake points in time sequence. To evaluate the effectiveness of the various features provided by QuakeVisual, a user study was conducted. Results from the user study showed that features provided in QuakeVisual have increased the users’ querying speed for the earthquakes, and the playback of earthquake events has allowed users to gain more insights about the temporal patterns of earthquakes.
author2 Goh Wooi Boon
author_facet Goh Wooi Boon
Ye, Ruiyi
format Final Year Project
author Ye, Ruiyi
author_sort Ye, Ruiyi
title Realtime earthquake visualization and interactive analysis
title_short Realtime earthquake visualization and interactive analysis
title_full Realtime earthquake visualization and interactive analysis
title_fullStr Realtime earthquake visualization and interactive analysis
title_full_unstemmed Realtime earthquake visualization and interactive analysis
title_sort realtime earthquake visualization and interactive analysis
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/162801
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