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Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project IDA Scripps Institution of Oceanography University of California, San Diego

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Page 1: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Project IDA (International Deployment of Accelerometers)Project IDA

Measuring Seismic Noise

IRIS Metadata WorkshopJanuary 12, 2012

Peter DavisProject IDA

Scripps Institution of OceanographyUniversity of California, San Diego

Page 2: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Calculating background noise:

• Remove mean and trend of time series

Page 3: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project
Page 4: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project
Page 5: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Calculating background noise:

• Remove mean and trend of time series

• Apply a taper to reduce spectral leakage

Page 6: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project
Page 7: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Types of data tapers (windows):

• Hanning

• Hamming

• Bartlett

• …

Page 8: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project
Page 9: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project
Page 10: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project
Page 11: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project
Page 12: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Calculating background noise:

• Remove mean and trend of time series

• Apply a taper to reduce spectral leakage

• Compute the Fourier transform

Page 13: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Calculating background noise:

• Remove mean and trend of time series

• Apply a taper to reduce spectral leakage

• Compute the Fourier transform

• Remove the instrument response

Page 14: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Observations from 2002

Page 15: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project
Page 16: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Ocean waves ->

Rayleigh waves

Page 17: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

• Dominant period – 20 seconds

• Conversion at coast to Rayleigh-type motion

Ocean waves -> Rayleigh waves

(Hasselmann, 1963)

Page 18: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Ocean waves ->

P-waves

Page 19: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Opposing wave motion (Longuet-Higgins, 1952):

• Interaction of standing waves with ocean bottom

• reflection from a coast

• wake of a moving storm

• center of a storm

(Haubrich and McCamy, 1969)

Page 20: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Temperature variations

Page 21: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Temperature effects:

• Beyond 250 seconds period, temperature becomes very important

• Temperature dependence varies with the model of seismometer

• Temperature changes of 1e-6 oC are important

Foam thermal insulation at GSN station in the UAE

Page 22: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Effect of changes in barometric pressure:

• buoyancy of the seismometer mass

• Newtonian attraction of air mass

Page 23: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

STS1 placed under vacuum at GSN station SUR

Vacuum lost!

Page 24: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

(Zuern and Widmer, 1995)

Barometer data used to remove effect of air pressure changes in seismic data:

Page 25: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Effect of changes in barometric pressure:

• buoyancy of the seismometer mass

• Newtonian attraction of air mass

• loading effect of air mass

Page 26: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Change of air pressure in a cavity

Symmetric Case

Page 27: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Change of air pressure in a cavity

Asymmetric Case

Page 28: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

(Sorrels, 1971)

KS-54000 borehole seismometer installed at WRAB GSN station

Page 29: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Continuous free oscillations

Page 30: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

(Nishida and Kobayashi, 1999)

Page 31: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Human-induced noise

Page 32: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Examples of human-induced noise:

• Car and truck traffic

• Repeating machinery (pumps, generators)

Page 33: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Frequency bands most effected by installation:

Page 34: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

http://www.iris.edu/servlet/quackquery/

IRIS DMC provides tools to analyze data

Page 35: Project IDA (International Deployment of Accelerometers) Project IDA Measuring Seismic Noise IRIS Metadata Workshop January 12, 2012 Peter Davis Project

Thank you!