Multivariate Statistical Analysis of Indiana Hydrologic Data

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Topic 1 Probabilistic Structure of Surface Runoff (II) • Dependence between D & I cannot be neglected
Topic 2 Extreme Rainfall Frequency Analysis • Definitions of Extreme Rainfall Events – Hydrologic designs are usually governed by depth (volume) or peak intensity – Annual maximum volume (AMV) events • Longer duration – Annual maximum peak intensity (AMI) events • Shorter duration – Annual maximum cumulative probability (AMP) events • The use of empirical copulas between volume and peak intensity • Wide range of durations
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: Topic 1 Probabilistic Structure of
Page 13 and 14: Estimate of peak intensity for know
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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