factoring global warming into design flood estimation · factoring global warming into design flood...

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Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko [email protected] Water Research Centre, Civil and Environmental Engineering UNSW, Sydney, AUSTRALIA http://www.civeng.unsw.edu.au/staff/ashish.sharma with help from Seth Westra, Fiona Johnson, Fitsum Woldemeskel, Raj Mehrotra and many more Acknowledgements Australian Research Council Australian Bureau of Meteorology

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Page 1: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Factoring Global Warming into

Design Flood Estimation

Ashish Sharma and Conrad [email protected]

Water Research Centre, Civil and Environmental Engineering

UNSW, Sydney, AUSTRALIA

http://www.civeng.unsw.edu.au/staff/ashish.sharma

with help from Seth Westra, Fiona Johnson, Fitsum Woldemeskel, Raj Mehrotra and many more

AcknowledgementsAustralian Research Council

Australian Bureau of Meteorology

Page 2: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Where I am from

Page 4: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,
Page 5: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Current Scaling StudiesP

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Inte

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Temperature

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Time (hours)

Page 6: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Our StudyP

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In

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Time (hours)

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yTime (1 hour)

1.

2.

3.

Page 7: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Scaling of Fractions

Pre

cip

ita

tio

n

Inte

nsit

yTime (1 hour)

Pre

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tio

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Inte

nsit

y

Time (1 hour)

Page 8: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Less Uniform Within Storm Patterns

Pre

cip

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tio

n In

ten

sit

y

Time

Page 9: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Spatial patterns

Page 10: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Spatial patterns

More concentrated with higher temperatures

Pre

cip

itation Inte

nsity

Page 11: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Flow routing

𝑑𝑆

𝑑𝑡= 𝐼 − 𝑄

With non-linear storage

𝑆 = 𝑘𝑄𝑚

And catchment size governed by

𝑡𝑐 = 0.76𝐴0.38

Impact on Flooding

m = 0.6, 0.7, 0.8, 0.9, 1

tc = 1, 2, 4 hours

A = 2, 12, 80 km2

Page 12: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

For 5 degree increase

1 hour (2km2)

Page 13: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Antecedent Conditions

Page 14: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Antecedent Conditions

𝐴𝑃𝐼 = 𝐾𝑃𝑡−1 +⋯+ 𝐾𝑇𝑃𝑡−𝑇

[ K ]

Consistent

increase

Consistent

increase

Consistent

decrease

Antecedent Conditions

𝐴𝑃𝐼 = 𝐾𝑃𝑡−1 +⋯+ 𝐾𝑇𝑃𝑡−𝑇

[ K ]

Consistent

increase

Consistent

increase

Consistent

decrease

Page 15: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

• Colder days = more uniform temporal/spatial patterns

• Warmer days = more non-uniform temporal/spatial patterns

• #Cold-days/#Warm days decreasing!

• Patterns becoming overall more non-uniform

Leads to flood increases in urban settings even without changing storm volume (intensity)

Added changes regionally due to changed antecedent conditions

May be countered by evaporation increases in large catchments – but urban floods will continue to increase!

Conclusions

Page 16: Factoring Global Warming into Design Flood Estimation · Factoring Global Warming into Design Flood Estimation Ashish Sharma and Conrad Wasko a.sharma@unsw.edu.au Water Research Centre,

Factoring Global Warming into

Design Flood Estimation

Ashish Sharma and Conrad [email protected]

Water Research Centre, Civil and Environmental Engineering

UNSW, Sydney, AUSTRALIA

http://www.civeng.unsw.edu.au/staff/ashish.sharma

with help from Seth Westra, Fiona Johnson, Fitsum Woldemeskel, Raj Mehrotra and many more

AcknowledgementsAustralian Research Council

Australian Bureau of Meteorology