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A Proposed Method of Categorizing Extreme Rainfall Events -
The 100-Year Storm Redefined
I can’t tell these people anymore that we had yet
ANOTHER 100-year storm!
History of Flooding in Brookfield
Historic flooding events: March 1897 June 1917 June 1940 March 1960 July 1964 September 1972 April 1973
Recent Flooding in Brookfield
Recent history of flooding in Brookfield August 6, 1986 – 6.8” in 24 hours June 20 - 21, 1997 – 6” in 26 hours August 6, 1998 – 11.35” in 8 hours June 7 - 8, 2008 – 5.8” in 24 hours June 19, 2009 – 4.8+” in 3 hours
All 100-year storms or larger!
Radar image of precipitation in June 2008
Wisconsin: 14-Day PrecipitationValid at 6/16/2008 1200 UTC
Why Call Them 100-Year Storms?
2” rains are different depending where you are Need something that can be used consistently
across the country Account for variability in these storms by region
100-Year Storms
Recurrence interval Based on probability of the storm occurring How can there be two 100-year storms in a
row?
Let’s Call Them Something Else
1% probability storm Aren’t we clever? Public knows 1% = 1/100 They figure out that
it’s the 100-year storm Now they feel like we tried
to deceive them – hiding behind probabilities
Probability of the 100-Year Storm
Probability of 100-year event: p = 0.01 100-year event occurring three years in a row? p3 = (0.01)3 = 0.000001 or 1 in a million Not always intuitive 100-year event occurring once in 100 years? 1-(1-p)100 = 1-(0.99)100 = 1-0.366 = 63.4% Public thinks it would occur once every 100
years
Binomial Probability Applied to Extreme Events
More complex relationships 100-year event occurs 5 times in 25 years?
n!*pY*(1-p)(n-Y) / (Y!)*(n-Y)! 25!*0.015*(0.99)20 / 5!*20! = 1 in 4.4 million Is this pretty rare? Consider what people are willing to gamble on
Probability and Statistics
Winning the Powerball Lottery: 1 in 195 million
One Fatal Flaw
People don’t understand statistics Public’s response to 100-year storm? “Oh good, we’re safe for another 99 years.” Two 100-year storms in a row? “This storm was different than last year’s
storm, so they both can’t be called the 100-year storm. Can they?”
Public Confusion
Mark Twain said, “The more you explain it, the more I don't understand it”
Public more likely to respond this way
Public Response
Disbelief Disgust Cynicism Look for someone to blame Affects our credibility Less likely to take our
advice in future
Rating Other Natural Disasters
Earthquakes Richter scale Measurement of
Energy released Strength Duration of its
seismic waves
Rating Other Natural Disasters
Tornadoes Fujita scale
(enhanced since 2007)
Measurement of Intensity Area affected
Rating Other Natural Disasters
Hurricanes Saffir- Simpson
scale Measurement of
Barometric pressure
Wind speed Storm surge
Rating Other Natural Disasters
None of these natural disasters are rated using probabilities or recurrence intervals
Something that implies severity of the storm, not rarity of the storm
Use a scale instead to rate the event Easily understood, the higher the number,
the worse the natural disaster
Revise Terminology for Communication with Public
Keep It Simple S_ _ _ _ _
Use recurrence intervals as basis
Don’t call them 100-year storms
Use a scale like other natural disasters
A New Rating System Proposed
RI = 2(G-1) RI = Recurrence Interval of the rain event G = the Category of storm Example: G-factor of 7 in the formula is 2(7-1) = 26
equals the 64-year event
Categorizing Storms Based on Recurrence Intervals: RI = 2(G-1)
Category of Storm Recurrence Interval Rain Storm
G - 2 2 to 4 year
G - 3 4 to 8 year
G - 4 8 to 16 year
G - 5 16 to 32 year
G - 6 32 to 64 year
G - 7 64 to 128 year
G - 8 128 to 256 year
G - 9 > 256 year
Placing the Recurrence Interval Storm into the New Rating System
Recurrence Interval Rain Storm: RI = 2(G-1) G - Factor
Category of Storm
2-year 2 G - 2
5-year 3.32 G - 3
10-year 4.32 G - 4
25-year 5.64 G - 5
50-year 6.64 G - 6
100-year 7.64 G - 7
Recurrence Interval
Storm Duration 2-year 5-year 10-year 25-year 50-year 100-year
1 hour 2 3 4 5 6 7
2 hour 2 3 4 5 6 7
3 hour 2 3 4 5 6 7
6 hour 2 3 4 5 6 7
12 hour 2 3 4 5 6 7
24 hour 2 3 4 5 6 7
2 day 2 3 4 5 6 7
3 day 2 3 4 5 6 7
5 day 2 3 4 5 6 7
10 day 2 3 4 5 6 7
Simple G-Factor Table
Different Durations of 100-Year Storms Have Different Effects
2.8 inches of rain in one hour will wash out roads, culverts, and “flood” streets for a time
7.5 inches of rain in ten days causes rivers to overtop with widespread flooding
Need to Account for Differences
Develop adjustment factors for G New formula: GADJ = G x (DAF) x (IAF)
G = the Category of storm Duration adjustment factor Intensity adjustment factor
Intensity & Duration Adjusted Category Storms Recurrence Interval
Storm Duration 2-year 5-year 10-year 25-year 50-year 100-year
1 hour 0 1 1 2 3 3
2 hour 1 1 2 2 3 4
3 hour 1 1 2 3 3 5
6 hour 1 1 2 3 4 6
12 hour 1 1 2 3 5 6
24 hour 1 2 2 4 5 7
2 day 1 2 3 5 6 7
3 day 1 2 3 5 6 7
5 day 2 3 4 5 6 7
10 day 2 4 5 7 8 9
Brookfield Flooding Revisited
August 6, 1986: 6.8” in 24 hours = G-8 June 20 - 21, 1997: 6” in 26 hours = G-7 August 6, 1998: 11.35” in 8 hours = G-10+ June 7 - 8, 2008: 5.8” in 24 hours = G-7 June 19, 2009: 4.8+” in 3 hours = G-6 No implication of rarity!!!
Criticism and Scrutiny
No continuous curve for each category storm
Interpret between durations to pick the right category storm
Or develop a look-up table or formula to interpolate (any grad students looking for a project?)
Criticism and Scrutiny
Does not address: antecedent moisture, snowmelt, soil types, % of impervious cover, etc.
Not intended to! These relate to runoff,
not the rain storm event
Criticism and Scrutiny
Just another name for the 100-year storm
Precisely. That’s the point!
Better way to communicate to public
Severity, not rarity, is key to public’s understanding
Advantages of a New System
Preserves the existing data and science Does not require overhaul of hydrology or
engineering Generally consistent with rating systems
for other natural disasters Easy to understand Bigger the number, the bigger the storm
Advantages of a New System
Provides a more appropriate scaling factor The 50-year storm is not 50% as big as the 100-year
storm as some might assume It is almost as big (Typically only 1 unit away)
Uses different terminology than for floodplains Avoids confusion that 100-year storm always
results in the 100-year flood Or that the 100-year flood can only occur when
there’s a 100-year storm
Advantages of a New System
Does not imply that big storms are rare Minimizes criticism, skepticism and
general disregard for hydrologic or engineering descriptions of the event
Makes it clear to people that these are big storms that we should take seriously
Incents people to protect themselves against larger event
Does This Make Sense?
What’s Next?
Does this process have merit? Academia support? NOAA, USACE HEC support? Anyone with me?
Your Turn for Feedback!
For copies of this presentation or white paper: email me at: [email protected]