Assessment of seismic building vulnerability from space

This paper quantitatively evaluates the suitability of multi-sensor remote sensing to assess the seismic vulnerability of buildings for the example city of Padang, Indonesia. Features are derived from remote sensing data to characterize the urban environment and are subsequently combined with in sit...

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Veröffentlicht in:	Earthquake spectra 2014-11, Vol.30 (4), p.1553-1583
Hauptverfasser:	Geiss, Christian, Taubenböck, Hannes, Tyagunov, Sergey, Tisch, Anita, Post, Joachim, Lakes, Tobia
Format:	Artikel
Sprache:	eng
Schlagworte:	accuracy Asia Assessments Bayesian analysis Buildings classification Construction correlation earthquakes EMS-98 Engineering geology experimental studies Far East in situ India Indian Peninsula Indonesia Landsat machine learning Padang Indonesia Regression regression analysis Remote sensing risk assessment satellite methods Seismic hazard Seismic phenomena seismic risk Seismology statistical analysis Statistics structures urban environment Urban environments
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