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Determining the Local Determining the Local Implications of Global Warming Implications of Global Warming For Urban Precipitation and For Urban Precipitation and Flooding Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington
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Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Dec 19, 2015

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Page 1: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Determining the Local Implications of Determining the Local Implications of Global WarmingGlobal Warming

For Urban Precipitation and FloodingFor Urban Precipitation and Flooding

Clifford Mass and Eric Salathe,

Richard Steed

University of Washington

Page 2: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Although relatively rare, serious urban flooding does occur in the

Puget Sound Region• July 13, 1993: Nearly stationary

thunderstorms dumped heavy rain over King and southern Snohomish Counties.

• Streets flooded with 1-2 feet of water and several ramps to I-405 closed.

• Storm totals: 1-3.5 inches.• A forest service employee reported 3.2

inches in 30 minutes.

Page 3: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

December 13, 2006: The Madison Valley Storm

Nearly 1 inch in an hour

Page 4: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Do We Expect Such Events to Increase in Frequency or Intensity Under

Global Warming?

From general principles one could argue BOTH for increasing and decreasing

threats.

Page 5: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Increasing or Decreasing Threat?

• On one hand, global warming will increase the amount of moisture in the atmosphere, thus potentially causing heavier or more frequent showers. GREATER THREAT

• On the other hand, global climate model simulations and recent satellite data suggest that the jet stream…and its associated storms…may move northward with global warming. LESSER THREAT

Page 6: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Regional Climate Modeling

• As will be explained in this talk, there is one approach that offers the potential to find the best answer to this important question:– Using General Circulation Models (GCM’s)…

global climate models… to drive high resolution regional models capable of simulated local meteorology.

Page 7: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Regional Climate Prediction

• To understand the impact of global warming, one starts with general circulation models (GCMs) that provide a view of the global evolution of the atmosphere.

• GCMs are essentially the same as global weather prediction models but are run with much coarser resolution and allow the composition of the atmosphere to vary in time (e.g., more CO2)

• Even leading GCMs only describe features of roughly 500 km or larger in scale.

Page 8: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

•Northwest weather is dominated by terrain and land-water contrasts of much smaller scale.•In order to understand the implications of global changes on our weather, downscaling of the GCM predictions considering our local terrain and land use is required.

Page 9: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.
Page 10: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Model Topography and ResolutionMM5 Topo (15 km) GCM: ECHAM5 Topo (150km)

Page 11: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Downscaling

• There is only one way to do this right… running full weather forecasting models at high resolution over extended periods, with the large scale conditions being provided by the GCMs….this is called dynamical downscaling.

• Such weather prediction models have very complete physics and high resolution, so they are capable of handling any “surprises”

Page 12: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Downscaling• Computer power and modeling

approaches are now powerful enough to make dynamical downscaling realistic.

• Takes advantage of the decade-long work at the UW to optimize weather prediction for our region.

Page 13: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

UW Regional Climate Simulations

• Makes use of the same weather prediction model that we have optimized for local weather prediction: the MM5.

• 10-year MM5 model runs nested in the German GCM (ECHAM).

• MM5 nests at 135 km, 45 km, and 15 km model grid spacing.

Page 14: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

MM5 Model Nesting• 135, 45, 15 km MM5 domains• Need 15 km grid spacing to model local weather features.

Page 15: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Regional Modeling

• Ran this configuration over several ten-year periods:

• 1990-2000-to see how well the system is working

• 2020-2030, 2045-2055, 2090-2100

Page 16: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Details on Current Study: GCM• European ECHAM model with resolution roughly

equivalent to having grid points spaced ~ 150 km apart. Can resolve features of roughly 600 km size or more.

• IPCC climate change scenario A2 -- aggressive CO2

increase (doubling by 2050)

IPCC Report, 2001IPCC Report, 2001

Page 17: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.
Page 18: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.
Page 19: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.
Page 20: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Change inWaterOfSnowpack(%)

Page 21: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.
Page 22: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Precipitation over Western Washington

• Bottom Line: No Large Regional Trends in Annual Precipitation

• Some seasons gain precipitation (summer/fall), others dry out.

• Modest increase in the number of days with heavy rain.

Page 23: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.
Page 24: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.
Page 25: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

More Heavy Rain in Seattle?

Page 26: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

JJA Percent Change in

Precipitation

Page 27: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

SON Percent Change in Precipitation

Page 28: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.
Page 29: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.
Page 30: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.
Page 31: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Summary• The viability of the approach…using high resolution

numerical prediction models forced by large-scale general circulation climate models (GCMs)… has been demonstrated.

• Careful evaluation of the GCM output is required…there are deficiencies, with GCM output and our regional models are not perfect by any means.

• Although there is general warming over the region for all seasons, the terrain and land water contrasts of the region enhance or weaken the warming in certain areas.

Page 32: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

Summary

• Precipitation changes are more modest then temperature changes.

• There will be a substantial loss of snow pack, during the next century.

• At this point, there does not appear to be a radically increased threat of short-term heavy precipitation leading to urban flooding.

Page 33: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.

The End

The surprise heavy rains in November flooded this intersection in Seattle. (Photo by Casondra Brewster, USGS Seattle District)

Page 34: Determining the Local Implications of Global Warming For Urban Precipitation and Flooding Clifford Mass and Eric Salathe, Richard Steed University of Washington.