SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009...
Transcript of SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009...
![Page 1: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/1.jpg)
SnowMIP2: Implications forNWP Snow Schemes
Richard EsserySchool of GeoSciences
University of Edinburgh, UK
ECMWF / GLASS Workshop, 9 – 12 November 2009
![Page 2: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/2.jpg)
… and the SnowMIP2 participants
Nuria Altimir, Kostas Andreadis, Ian Baker, Alan Barr, Paul Bartlett,Aaron Boone, Huiping Deng, Hervé Douville, Emanuel Dutra, Kelly Elder, Chad Ellis, Xia Feng, Alexander Gelfan, Angus Goodbody, Yeugeniy Gusev, David Gustafsson, Rob Hellström, Yukiko Hirabayashi, Tomoyoshi Hirota, Tobias Jonas, Victor Koren, Anna Kuragina, Dennis Lettenmaier, Wei-Ping Li, Charlie Luce, Eric Martin, Olga Nasonova, John Pomeroy, Jukka Pumpanen, David Pyles, Nick Rutter, Patrick Samuelsson, Melody Sandells, Gerd Schädler, Andrey Shmakin, Tatiana Smirnova, Manfred Stähli, Reto Stöckli, Ulrich Strasser, Hua Su, Kazuyoshi Suzuki, Kumiko Takata, Kenji Tanaka, Erin Thompson, Timo Vesala, Pedro Viterbo, Andrew Wiltshire, Kun Xia, Yongkang Xue, Takeshi Yamazaki
ECMWF / GLASS Workshop, 9 – 12 November 2009
![Page 3: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/3.jpg)
Forests and Snow
Forests (University of Maryland global land cover classification) andJanuary 2005 snow cover (NSIDC) – overlap in red
“Large discrepancies remain in albedo for forested areas under snowy conditionsdue to difficulties in determining the extent of masking of snow by vegetation”IPCC AR4
![Page 4: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/4.jpg)
Implications of BOREAS
Viterbo and Betts, 1999. J. Geophys. Res., 104(D22)
ECMWF deep-snow albedo for forest-covered areas limited to 0.2
850
hPa
NH
tem
pera
ture
bia
s (K
)
![Page 5: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/5.jpg)
Implications of BOREAS
Van den Hurk, Viterbo, Beljaars and Betts, 2000. ECMWF Technical Memo 295Betts, Viterbo, Beljaars and van den Hurk, 2001. J. Geophys, Res., 106(D24)
Introduction of tile for snow under high vegetation in TESSELLa
tent
hea
t flu
x (W
m-2
)
![Page 6: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/6.jpg)
Implications of PILPS2e
Water
Evergreen forest
Mixed forest
Woodland
Wooded grassland
Closed shrubland
Grassland
Open shrubland
Bare ground
Essery and Clark, 2003.Van den Hurk and Viterbo, 2003.Samuelsson, Bringfelt and Graham, 2003. Glob. Planet Change, 38(1-2)
MOSES
RCA
TESSEL
![Page 7: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/7.jpg)
● SnowMIP1Col de Porte (45.3ºN, 5.8ºE)Goose Bay (53.3ºN, 60.4ºW)Sleepers River (44.5ºN, 72.2ºW)Weissfluhjoch (46.8ºN, 9.8ºE)
24 models
● SnowMIP2Alptal (47.3ºN, 8.7ºE)BERMS (53.6ºN, 104.4ºW)Fraser (39.5ºN, 105.5ºW)Hitsujigaoka (42.6ºN, 141.2ºE)Hyytiälä (61.5ºN, 24.2ºE)
33 models
SnowMIP Sites
![Page 8: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/8.jpg)
SnowMIP1 SWE Simulations
![Page 9: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/9.jpg)
BERMS, Saskatchewan, Canada
Hyytiälä, FinlandFraser, Colorado, USA
Alptal, Switzerland
Hitsujigaoka , Japan
SnowMIP2 Sites
![Page 10: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/10.jpg)
Open and Forest SWE Simulations
![Page 11: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/11.jpg)
Open and Forest SWE Simulations
![Page 12: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/12.jpg)
Open and Forest SWE Simulations
JULES
TESSEL
Fixed in HTESSEL
![Page 13: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/13.jpg)
Open and Forest SWE Simulations
![Page 14: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/14.jpg)
Open and Forest SWE Simulations
Fixed in HTESSEL
JULES
TESSEL
![Page 15: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/15.jpg)
Open and Forest Albedo Simulations
![Page 16: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/16.jpg)
Open and Forest Albedo Simulations
![Page 17: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/17.jpg)
Open and Forest Surface Temperature Simulations
![Page 18: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/18.jpg)
Open and Forest Surface Temperature Simulations
![Page 19: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/19.jpg)
Open and Forest Soil Temperature Simulations
![Page 20: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/20.jpg)
Open and Forest Soil Temperature Simulations
![Page 21: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/21.jpg)
Open and Forest Soil Temperature Simulations
JULES TESSEL
![Page 22: SnowMIP2: Implications for NWP Snow Schemes › sites › default › files › elibrary › 2009 › ... · 2016-01-26 · SnowMIP2: Implications for NWP Snow Schemes. Richard Essery.](https://reader034.fdocuments.net/reader034/viewer/2022042407/5f2105b78949ae2ca67dbec8/html5/thumbnails/22.jpg)
Concluding Remarks
Field campaigns and intercomparison projects for snow in boreal forests havebeen influential in the development of MOSES/JULES and TESSEL
Advantages of local, uncoupled model evaluations:Unbiased (?) driving dataEase of interpretation
Disadvantages:Scale of evaluation differs from scale of applicationLack of atmospheric feedbacks
SnowMIP2 references:
Essery, RLH, and 8 others, 2009. SnowMIP2: An evaluation of forest snowprocess simulations. Bull. Amer. Meteorol. Soc., doi: 10.1175/2009BAMS2629.1
Rutter, N, and 50 others, 2009: Evaluation of forest snow processes models(SnowMIP2). J. Geophys. Res.–Atmos., doi:10.1029/2008JD011063.