Floods, Climate and “Cuisinart” Hydrology: A Recipe for Disaster? Dr. Katie Hirschboeck Laboratory of Tree-Ring Research & Chair, Global Change Graduate.

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Presentation transcript:

Floods, Climate and “Cuisinart” Hydrology: A Recipe for Disaster? Dr. Katie Hirschboeck Laboratory of Tree-Ring Research & Chair, Global Change Graduate Interdisciplinary Program ?

1.WHAT IS A FLOOD?... and what is a 100-Year Flood? 2.WHY DO WE NEED TO WORRY ABOUT THEM?... our Arizona rivers are dry most of the time! 3.WHAT CAUSES FLOODS ?... and what difference does this make? 4.WHAT CAN WE LEARN FROM THE PAST?... Are there such things as “Paleofloods”? 5.WHAT WILL THE FUTURE HOLD?... will climate change make floods more extreme? or will they get smaller? QUESTIONS, QUESTIONS!

... and what the heck is “CUISINART” HYDROLOGY ???? ?

WHAT IS A FLOOD? Definition: “Any relatively high streamflow that overtops the natural or artificial banks of a river” Flooding on the Santa Cruz River What about steep-sided arroyo channels? These banks aren’t overtopped!

Another: “An overflowing of water onto land that is normally dry” WHAT IS A FLOOD? SOURCE: David Rankin video, posted at Flood Control District of Maricopa County

Yet another: “The state of a river that is at an abnormally high level” WHAT IS A FLOOD? The record flood of October 1983! vs. The typically dry Santa Cruz River at very low flow Santa Cruz River at Tucson, Arizona

A rapid rise in flood level during the January 2010 flooding in Arizona Taking a discharge measurement during a flood Automatic gaging station

Example of an even more rapid rise in flood stage during the January 2010 flooding in Arizona Photos show low flow in Verde River near Clarkdale during July 2009 streamflow gage

Why do we need to worry about floods in Arizona when our rivers are dry most of the time?... WATCH THIS! SOURCE: David Rankin video, posted at Flood Control District of Maricopa County

Why do we need to worry about floods in Arizona when our rivers are dry most of the time?... and this too! SOURCE: David Rankin video, posted at Flood Control District of Maricopa County

WATER YEAR DISCHARGE (cubic feet per second) Annual Flood Time Series Largest peak in each year More Definitions: “The ANNUAL FLOOD for a given stream is the highest flow recorded at a point on a stream during any particular calendar year or water year.”

SOURCE: Pima County Regional Flood Control District Def: “The 100-YEAR FLOOD is a flood event that statistically has a 1 out of 100 (or one percent) chance of being equaled or exceeded on a specific watercourse in any given year.” SO WHAT IS A 100-YEAR FLOOD? Flood Insurance Rate Maps are based on the 100-Year Floodplain ( the area that will be inundated by a 100-Year Flood)

DO WE NEED 100 YEARS OF FLOOD RECORDS TO ESTIMATE IT? SOURCE: modified from Jarrett, 1991 after Patton & Baker, 1977 Nope, the 100-Year Flood is estimated statistically from the available record: !

... but sometimes there are problems due to “outliers” SOURCE: modified from Jarrett, 1991, after Patton & Baker, 1977 Pecos River nr Comstock, TX Is this a recipe for disaster?

Flow Time Series The gage was shut down in 1980 A fairly long record with lots of variability.... Flow Time Series The flood of October 1983! (WY 1984)

WHAT CAUSES FLOODS ?... and what difference does this make? Seasonality of Peak Flooding

Meteorological & climatological flood-producing mechanisms operate at varying temporal and spatial scales FLOOD-CAUSING MECHANISMS

Roosevelt Dam Jan 1993 Winter flooding on the Rillito in Tucson Schematic showing 3 modes of westerly flow. FLOODING & EL NINO are more likely to be associated with the Meridional Jet or Split Jet pattern WINTER & SPRING FRONTAL ACTIVITY Canada del Oro flooding of La Cholla Road Jan 2008

SUMMER CONVECTIVE “Monsoon” THUNDERSTORMS Sabino Canyon flooding July 1999 Typical urban flash flooding in Arizona Rillito July 2006

IMPORTANT FLOOD- GENERATING TROPICAL STORMS Tropical Storm Octave Oct 1983 ENHANCED PRECIPITATION FROM EASTERN NORTH PACIFIC TROPICAL STORMS Tropical Storm Heather Oct 1977 Tropical Storm Norma & the Labor Day flood of Sep 1970

SO HOW DO WE ADDRESS FLOOD HAZARDS?

“Flood magnitudes are determined by many factors, in unpredictable combinations. It is conceptually useful to think of the various factors as "populations" and to think of each year's flood as being the result of random selection of a "population”, followed by random drawing of a particular flood magnitude from the selected population.”

“ iid ” assumption: independently, identically distributed The standard approach to Flood Frequency Analysis (FFA) assumes stationarity in the time series & “iid” The Standard iid Assumption for FFA

The type of storm influences the shape of the streamflow hydrograph and the magnitude & persistence of the flood peak Different storm types produce different flood hydrographs: Summer monsoon convective event Synoptic- scale winter event Tropical storm or other extreme event Time  Discharge 

It all started with a newspaper ad.... CLIMATIC CAUSE + FLOODS = NEW & USEFUL INFORMATION FOR EVALUTING FLOOD RISK! Therefore:

“FLOOD PROCESSOR” With expanded feed tube – for entering all kinds of flood data including steel chopping, slicing & grating blades – for removing unique physical characteristics, climatic information, and outliers plus plastic mixing blade – to mix the populations together Current practice analyzes floods using “CUISINART” HYDROLOGY!

Alternative Conceptual Framework: Time- varying means Time- varying variances Both SOURCE: Hirschboeck, 1988 Mixed frequency distributions may arise from: storm types synoptic patterns ENSO, etc. teleconnections multi-decadal circulation regimes

Remember the Santa Cruz record? What does it look like when classified hydroclimatically? What kinds of storms produced the biggest floods? Can we find out more about what drives this history of flooding?

FLOOD HYDROCLIMATOLOGY = classifying each flood in the record according to cause

Historical Flood Many more winter floods!

FLOOD HYDROCLIMATOLOGY is the analysis of flood events within the context of their history of variation - in magnitude, frequency, seasonality - over a relatively long period of time - analyzed within the spatial framework of changing combinations of meteorological causative mechanisms SOURCE: Hirschboeck, 1988

This framework of analysis allows a flood time series to be combined with climatic information... To arrive at a mechanistic understanding of long-term flooding variability and the likelihood of different types of floods occurring.

WHAT CAN WE LEARN FROM LARGE FLOODS OF THE PAST? Datable flood deposits layers show how many larger floods occurred here Here’s evidence that a large flood moved this huge boulder to this height on the floodplain: Scar on tree from flood damage can be dated with tree-ring analysis; also reveals the height of the floodwaters

Paleoflood stage Non-exceedence level Threshold level PALEOFLOOD RESEARCH!

Historical Flood Largest paleoflood ( A.D radiocarbon date) 1993 FLOOD HYDROCLIMATOLOGY  evaluate likely hydroclimatic causes of pre-historic floods

Compilations of paleoflood records combined with gaged records suggest there could be a natural, upper physical limit to the magnitude of floods in a given region --- will this change if the climate changes? Envelope curve for Arizona peak flows

CLASS ACTIVTY !

CONTROLS OF FLOOD HYDROGRAPH CHARACTERISTICS

WHAT WILL THE FUTURE HOLD?... will climatic change make floods more extreme? or will they get smaller?

Some Important Flood- Generating Tropical Storms Tropical storm Octave Oct 1983 (2) A Change in Frequency or Intensity of Tropical Storms? (1) A Northward Shift in Winter Storm Track? Roosevelt Dam Jan 1993 Winter flooding on Rillito in Tucson (3) A More Intense Summer Monsoon? Sabino Creek July 2006

Is this evidence of climate change?

Extreme events have a legacy of confounding us!

LOOKING AT FLOODS NATIONALLY & GLOBALLY after Costa (1985)

Extreme Floods of Record evolved from: uncommon (or unseasonable) locations of typical circulation features (a future manifestation of climate change?) unusual combinations of atmospheric processes rare configurations in circulation patterns (e.g. extreme blocking) exceptional persistence of a specific circulation pattern.

THE GLOBAL PERSPECTIVE!

Causes Severity > 100 yr > 20 yr # Floods per Year Comparable between & Flood Causes

SUMMARY

Hydroclimatic Regions -- Rivers can be grouped according to how their floods respond to different types of mechanisms and circulation patterns. -- This grouping may change from season to season and might possibly rearrange itself due to climate change and shifting storm tracks.

A Mixture of Flood Causes: Data from key flood subgroups could be better for estimating the probability and type of extremely rare floods than a single “100-Year Flood” calculated from all the flood data combined!

Climatic change affects floods through time- varying atmospheric circulation patterns Different weather and climate patterns (e.g., Tropical Storms, El Niño, La Niña) generate a mixture of shifting streamflow probabilities over time. Flood Hydroclimatology provides a way to evaluate future extreme flooding scenarios in terms of shifting frequencies of known flood- producing synoptic patterns, ENSO, etc. Projecting How Floods May Vary Under A Changing Climate

... ONE MORE FLOOD An urban flooding event! SOURCE: Pima Country Regional Flood Control District Near Silvercroft Neighborhood In Tucson AZ (East of Silverbell Rd, South of Grant Rd & North of Speedway )