{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "An Investigation of Seismicity at \"Earthquake Fault\" Tourist Stop at Inyo National Forest and Seismogram Processing\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
By Masooma HasnainLocation: \"Earthquake Fault\" in Inyo National Forest
\n", "Background: In Inyo National Forest, there is a stop on the side of the road dubbed as \"Earthquake Fault,\" after preliminary research, a more accurate name for the fracture would be a fissure. The cause of this fissure is attributed to the Inyo-Mono Crater eruptions, but the exact origin is unknown. The age of the fissure is undetermined.
\n", "Reasoning for Location: Even though this fissure isn't an earthquake fault, I am interested in the location's recent seismicity.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Inyo National Forest has a lower rate of seismicity compared to that of the Greater Los Angelest Area over Sept 2000- Sept 2020. This can be attributed to to location of the nearby fault zones. Inyo National Forests is located on the Eastern California Shear Zone, which extends into western Nevada.
\n", "Los Angeles is known for its seismic activity due to its proximity to faults such as the Palos Verdes fault, Compton blind-thrust fault, Puente Hills blind thrust fault, and Sierra Madre faults. The higher seismic activity is easily seen by comparing Los Angeles' seismicity to other locations such as the Inyo National Forest. Recently, on Sept. 18th, 2020, there was a 4.5 Mw earthquake attributed to the Puente Hills blind thrust fault, which Los Angeles lies on top on.
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Seismogram Processing from 4.5 Earthquake Felt in Los Angeles on 9/18/2020\n", "The earthquake's epicenter was outside of South El Monte, outside of the city of Los Angeles. The hypocenter was 18 kilometers, approximately 11 miles deep." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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