Additional Resources

Download the full GitHub repository for this lesson here:

• The complete Earth Institute LIVE K-12 Series:
  https://www.earth.columbia.edu/videos/channel/k12-education

• Additional bokeh and holoviews examples that use earthquake data: http://examples.holoviews.org/Earthquake_Visualization.html
  http://philippjfr.com/blog/visualizing-earthquake-data-with-holoviews-and-bokeh/

• More on seismic noise reduction due to COVID-19:
  https://www.nature.com/articles/d41586-020-00965-x

• On electricity consumption and economic recession:
  https://www.nytimes.com/interactive/2020/04/08/upshot/electricity-usage-predict-coronavirus-recession.html

Tools for educators

• More data sonification by Ben Holtzman can be found at the Seismic Sound Lab homepage:
  http://www.seismicsoundlab.org/
  VICE News story: https://www.youtube.com/watch?v=A2BTqaRhRF0&feature=emb_logo
  National Geographic story: https://www.nationalgeographic.com/news/2017/04/earthquake-sounds-seismodome-geology-science/

• Incorporated Research Institutions for Seismology (IRIS) Ground Motion Visualization:
  http://ds.iris.edu/ds/products/gmv/
  https://www.iris.edu/hq/programs/epo/visualizations

• IRIS Station Monitor:
  https://www.iris.edu/app/station_monitor/
  Or download the app for iPhone and Android

• IRIS Earthquake Browser

• IRIS station monitor app for iPhone and Android

Data resources

• The Global Centroid Moment Tensor (GCMT) Project:
  https://www.globalcmt.org/

• The U.S. Geological Survey (USGS) earthquake portal:
  https://earthquake.usgs.gov/earthquakes/map/

• NYISO Public database for electricity data for NYC:
  http://mis.nyiso.com/public/