La Palma Earthquakes

Introduction

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La Palma is one of the west most islands in the Volcanic Archipelago of the Canary Islands, a Spanish territory situated is the Atlantic Ocean where at their closest point are 100km from the African coast Figure 1. The island is one of the youngest, remains active and is still in the island forming stage.

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Figure 1: Map of La Palma in the Canary Islands. Image credit NordNordWest

La Palma has been constructed by various phases of volcanism, the most recent and currently active being the Cumbre Vieja volcano, a north-south volcanic ridge that constitutes the southern half of the island.

Eruption History

A number of eruptions were recorded since the colonization of the islands by Europeans in the late 1400s, these are summarised in Table 1.

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Table 1: Recent historic eruptions on La Palma

Name	Year
Current	2021
Teneguía	1971
Nambroque	1949
El Charco	1712
Volcán San Antonio	1677
Volcán San Martin	1646
Tajuya near El Paso	1585
Montaña Quemada	1492

This equates to an eruption on average every 79 years up until the 1971 event. The probability of a future eruption can be modeled by a Poisson distribution Equation 1.

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\[ p(x)=\frac{e^{-\lambda} \lambda^{x}}{x !} \tag{1}\]

Where \(\lambda\) is the number of eruptions per year, \(\lambda=\frac{1}{79}\) in this case. The probability of a future eruption in the next \(t\) years can be calculated by:

\[ p_e = 1-\mathrm{e}^{-t \lambda} \tag{2}\]

So following the 1971 eruption the probability of an eruption in the following 50 years — the period ending this year — was 0.469. After the event, the number of eruptions per year moves to \(\lambda=\frac{1}{75}\) and the probability of a further eruption within the next 50 years (2022-2071) rises to 0.487 and in the next 100 years, this rises again to 0.736.

Magma Reservoirs

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Studies of the magma systems feeding the volcano, such as Marrero et al. (2019) has proposed that there are two main magma reservoirs feeding the Cumbre Vieja volcano; one in the mantle (30-40km depth) which charges and in turn feeds a shallower crustal reservoir (10-20km depth).

Figure 2: Proposed model from Marrero et al

In this paper, we look at recent seismicity data to see if we can see evidence of such a system action, see Figure 2.

Dataset

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The earthquake dataset used in our analysis was generated from the IGN web portal this is public data released under a permissive license. Data recorded using the network of Seismic Monitoring Stations on the island. A web scraping script was developed to pull data into a machine-readable form for analysis. That code tool is available on GitHub along with a copy of recently updated data.

Main Timeline Figure

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Visualising Long term earthquake data

Data taken directly from the IGN Catalog

Supported cell outputs below include pandas dataframe, raw text output, matplotlib plot, and seaborn plot.

Source: Article Notebook

Cumulative Distribution Plots

Source: Article Notebook

Results

The dataset was loaded into this Jupyter notebook and filtered down to La Palma events only. This results in 5465 data points which we then visualized to understand their distributions spatially, by depth, by magnitude and in time.

From our analysis above, we can see 3 different systems in play.

Firstly, the shallow earthquake swarm leading up to the eruption on 19th September, related to significant surface deformation and shallow magma intrusion.

After the eruption, continuous shallow seismicity started at 10-15km corresponding to magma movement in the crustal reservoir.

Subsequently, high magnitude events begin occurring at 30-40km depths corresponding to changes in the mantle reservoir. These are also continuous but occur with a lower frequency than in the crustal reservoir.

Conclusions

From the analysis of the earthquake data collected and published by IGN for the period of 11 September through to 9 November 2021. Visualization of the earthquake events at different depths appears to confirm the presence of both mantle and crustal reservoirs as proposed by Marrero et al. (2019).

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A web scraping script was developed to pull data into a machine-readable form for analysis. That code tool is available on GitHub along with a copy of recently updated data.

References

Marrero, José, Alicia García, Manuel Berrocoso, Ángeles Llinares, Antonio Rodríguez-Losada, and R. Ortiz. 2019. “Strategies for the Development of Volcanic Hazard Maps in Monogenetic Volcanic Fields: The Example of La Palma (Canary Islands).” Journal of Applied Volcanology 8 (July). https://doi.org/10.1186/s13617-019-0085-5.

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Citation

BibTeX citation:

@online{purves2022,
  author = {Purves, Steve and Cockett, Rowan},
  title = {La {Palma} {Earthquakes}},
  pages = {undefined},
  date = {2022-05-11},
  langid = {en},
  abstract = {In September 2021, a significant jump in seismic activity
    on the island of La Palma (Canary Islands, Spain) signaled the start
    of a volcanic crisis that still continues at the time of writing.
    Earthquake data is continually collected and published by the
    Instituto Geográphico Nacional (IGN). We have created an accessible
    dataset from this and completed preliminary data analysis which
    shows seismicity originating at two distinct depths, consistent with
    the model of a two reservoir system feeding the currently very
    active volcano.}
}

For attribution, please cite this work as:

Purves, Steve, and Rowan Cockett. 2022. “La Palma Earthquakes.” Notebooks Now! May 11, 2022.