long-term trends in snowpack in the pacific northwest philip mote, alan hamlet, and dennis...

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Long-term trends in Long-term trends in snowpack snowpack in the in the Pacific Northwest Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

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Page 1: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Long-term trends in snowpack Long-term trends in snowpack in the in the

Pacific NorthwestPacific Northwest

Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Page 2: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 3: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 4: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 5: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

20th century decline in NH snow cover

R.D. Brown, J. Climate, 2000

Page 6: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Elevation (m)

Areas with December temperaturesnear freezing

Topography of the Pacific Northwest

Page 7: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Trends in snowpack

Use VIC and met data to evaluate trends, roles of temperature and precipitation

Page 8: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Outline

• Snow course results• VIC results• Wild speculation

Page 9: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 10: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 11: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 12: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 13: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 14: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 15: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 16: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 17: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 18: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 19: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 20: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 21: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 22: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Trends in April 1 snow water equivalent, 1940-1992

Page 23: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Trends in April 1 snow water equivalent, 1940-1992

Precipitation trend (%)

Tem

pera

ture

tren

d (C

)

Page 24: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Attributing proportion of trend

<S>T = r(S,T) <T>

where<T> = trend in T<S>T = proportion of trend in S

attributable to trend in Tr(S,T) = regression of S on T,

interannual

Page 25: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 26: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 27: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 28: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 29: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 30: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 31: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 32: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 33: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Outline

• Snow course results• VIC results• Wild speculation

Page 34: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 35: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

VIC simulation

• 1/8° long x 1/8° lat• 47°N to 49°N, coast to Continental

Divide• Daily weather data, 1/1/1915 -

9/30/98 interpolated to VIC grid points from USHCN stations

Page 36: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 37: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

+: observed o: nearest VIC grid point

Page 38: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 39: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 40: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 41: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 42: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Outline

• Snow course results• VIC results• Wild speculation

Page 43: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Northwest warming

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1900s1920s1940s1960s1980s2000s2020s2040s

Degrees F

warmest scenarioaverage coolest scenarioobservedCGCM1

Page 44: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier
Page 45: Long-term trends in snowpack in the Pacific Northwest Philip Mote, Alan Hamlet, and Dennis Lettenmaier

Conclusions

• Observations show substantial declines in Northwest snowpack; corroboration with VIC suggests they are real

• Trends in temperature are partly responsible

• A foretaste of things to come?