Earthquake Precursors detected by convolutional neural network

doi: 10.4121/21588096.v1
The doi above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
doi: 10.4121/21588096
Datacite citation style:
Stefan Nielsen (2022): Earthquake Precursors detected by convolutional neural network. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/21588096.v1
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite
Dataset
categories
geolocation
Japan and surrounding area
lat (N): 36.546
lon (E): 138.204
view on openstreetmap
time coverage
2012-2022
licence
cc-0.png logo CC0

These are the accuracy results for the whole dataset A and B together. This is a second batch (2/2) of cycles where network was trained, tested and verified 50 times with different combinations of test, train and verification groups. There is a first batch of 50 in a separate file

history
  • 2022-11-24 first online, published, posted
publisher
4TU.ResearchData
format
*.py, *.csv, *.txt
associated peer-reviewed publication
Detection of earthquake precursors using neural networks
organizations
University of Durham, Department of Earth Sciences.

DATA

files (6)