the june 2013 alberta catastrophic flooding: water vapor ... annual meeting... · the june 2013...
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The June 2013 Alberta Catastrophic Flooding: Water vapor transport analysis by WRF simulation
Yanping Li1, Kit Sezto2, Ron Stewart3, Julie Theriault4, Xuebin Zhang2, Bob Kochtubajda5, Sudesh Boodoo6, Ron Goodson5, Anthony Liu5
1School of Environment and Sustainability, University of Saskatchewan 2Climate Data and Analysis, Environment Canada, Toronto3Dept of Environment and Geography, University of Manitoba4Dept of Earth and Atmospheric Sciences, Université du Québec à Montréal5Environment Canada, Edmonton6Environment Canada, King City
WRF (Weather Research and Forecast) real case simulations to examine –
storm evolution and rainfall distribution during June 2013 Alberta Flooding
-> Synoptic precondition-> Water vapor sources-> the role of terrain -> the role of evaporation
Outline
WRF setup
• Initial and Boundary ConditionNCEP reanalysis with 1 degree resolution every 6 hours.
• Regional domainDomain-1, Domain-2
• ResolutionD1: 3km, D2: 27km
• PhysicsLongwave Radiation scheme (=1): RRTM (Rapid Radiative Transfer Model) scheme. Shortwave Radiation scheme (= 2): Goddard shortwave. Surface Layer (=2): Eta similarity. Planetary Boundary layer (=2): Mellor-Yamada-Janjic scheme. Cumulus Parameterization (=2 for D2, none for D1): Betts-Miller-Janjic scheme.
Microphysics (=6): WRF Single-Moment 6-class scheme. • Land Surface: Noah /CLM /RUC.
D1D2
WRF simulation vs CaPA
WRF CaPAUTC
UTC
Canadian precipitation analysis (CaPA): every 6 hrs, at 15km resolution
WRF CaPA06/19 – 06/21 06/19 – 06/21
WRF simulated total rain
Simulation vs Station Obs
With different Land Surface Model (CLM, Noah, RUC)
. Houly Precip obs
. Hourly Soil Moisture obs
Synoptic Preconditions
L L
200hPa 500hPa
L
H
700hPa 850hPa
Lateral Water Vapor flux
Water Budget
Effects of Orographic Lifting-Original - 0.5 X Mtn
q0=0.007 g/kg, U0=3~4 m/s=> =0.01
Effects of Orographic Lifting
ε
hhUq
hRain
a′
= 00ερ-Original - 0.5 X Mtn
Effects of Soil Moisture-Original -Soil Moisture +0.1
Soil Moisture ↗ => q ↗ => . =>… => Precip ↘ ?
Effects of Soil Moisture-Original -Soil Moisture +0.1
Soil Moisture ↗ => q ↗ => LH ↗ => SH ↘ => sfs pressure ↗
Effects of Soil Moisture-Original -Soil Moisture +0.1
Soil Moisture ↗ => q ↗ => LH ↗ => SH ↘ => sfs pressure ↗ => u ↘ => E Flux ↘ => Precip ↘indirect effect
Conclusions
• Rainfall structure and evolution play a critical role: large-scale dynamics, especially in settings with strong moisture convergence, determine flood properties.
• A reduction in mountain elevation decreases maximum precipitation significantly over the mountains and foothills, indicating that heavy precipitation was mainly contributed by the orographic lifting of the mountains.
• Land surface processes is a secondary factor in flooding. The major role of local evaporation is to change the buoyancy instead of providing additional moisture to the already plentiful moisture influx from the Prairies.
Next Step…
• WRF model Calibration by performing test simulations of extreme rain events like June 2013 Alberta flooding to determine the optimal model configuration (domain size and location, resolutions, nesting strategy, etc) for the western Prairies.
• The future change of the Prairies’ convective environment, i.e. the wind shear and low-level moisture under global change background, may lead to possible convective regime shift and the potential geographical redistribution of precipitation: Regional Climate Change Studies Using WRF to improve the projection of the occurrence of extreme rainfall and flooding under the future climate condition.