Multivariate Statistical Analysis of Indiana Hydrologic Data

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Estimate of depth for known duration T-year depth p T given duration d • The estimates of depth are similar for durations larger than 10 hours • AMP definition seems to be an appropriate indicator for defining extreme events
Estimate of peak intensity for known duration T-year peak intensity i T given duration d • Conventional approach fails to capture the peak intensity
Page 1 and 2: Multivariate Statistical Analysis o
Page 3 and 4: Outline • Background and motivati
Page 5 and 6: Bivariate Distribution Example Marg
Page 7 and 8: Use of Copulas in Hydrology • Sin
Page 9 and 10: Topic 1 Probabilistic Structure of
Page 11: Topic 2 Extreme Rainfall Frequency
Page 15 and 16: Temporal Accumulation Curves • Gi
Page 17 and 18: US Drought Monitor • Overall drou
Page 19 and 20: Modified SI • Limitations of the
Page 21 and 22: Higher Dimensional Copulas • Limi
Page 23 and 24: Joint Deficit Index (II)
Page 25 and 26: Precipitation vs. Streamflow r = 0.
Page 27 and 28: Conclusions for Drought Frequency A
Page 29 and 30: Acknowledgements • Deepest gratit

Multivariate Statistical Analysis of Indiana Hydrologic Data

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