Mapping earthquakes off the Irish Coast using the leaflet package in R
This article is originally published at https://sw23993.wordpress.com
Ireland is a typically stable region from a seismic activity perspective as it is distant from major plate boundaries where subduction and sea-floor spreading occur. However, in reading the following article, I was surprised to discover that earthquakes occur quite frequently both off the Irish coast and within the country itself. Most of these events occur as a result of tension and pressure release in the crustal rock.
The Irish National Seismic Network (INSN) maintains a dataset on 144 local earthquakes dating back to February 1980. The variables in the dataset are event date, event time, latitude, longitude, magnitude, region and subjective intensity (with levels such as “felt”, “feltIII”, “feltIV”).
Distribution of local earthquake magnitudes
The median magnitude recorded since 1980 is 1.5 on the Richter Scale. The largest intensity recorded was magnitude 5.4 on the 19th July 1984 in the Lleyn Peninsula region of Wales. This event occurred near the village of Llanaelhaearn and is the location of the biggest earthquake in the past 50 years.
Average waiting time between events
How frequently do seismic events occur around Ireland and its coast? It turns out that the median time between events is just 25 days! The greatest interval (1,335 days) is between an event recorded in New Ross, Co. Waterford on the 19th April 2002 and a magnitude 2.8 in the Irish Sea on the 14th December 2005. The distribution of waiting times is plotted below with outliers included and removed.
Geospatial mapping of earthquake distribution
The leaflet package for R was used to map the data. This wonderful package allows one to create excellent interactive data visualisations. The map below is a static .png with no interactivity but it shows the distribution well.
With the interactive version, each data point can be investigated by clicking on it to bring up a box containing additional information about the event. Zooming in and out is also possible with the interactive version as is changing the base map layer and other aesthetics.
Packages used
H. Wickham. ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York, 2009.
Hadley Wickham, Romain Francois, Lionel Henry and Kirill Müller (2017). dplyr: A Grammar of Data Manipulation. R package version 0.7.4. https://CRAN.R-project.org/package=dplyr
Hadley Wickham and Jennifer Bryan (2017). readxl: Read Excel Files. R package version
1.0.0. https://CRAN.R-project.org/package=readxl
Joe Cheng, Bhaskar Karambelkar and Yihui Xie (2017). leaflet: Create Interactive Web Maps with the JavaScript ‘Leaflet’ Library. R package version 1.1.0. https://CRAN.R-project.org/package=leaflet
Ramnath Vaidyanathan, Yihui Xie, JJ Allaire, Joe Cheng and Kenton Russell (2018).
htmlwidgets: HTML Widgets for R. R package version 1.0.
https://CRAN.R-project.org/package=htmlwidgets
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This article is originally published at https://sw23993.wordpress.com
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