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Forecasting
tricks for
Irwin
Meteorologist Joel Gratz

Photo: Connor Walberg
ActionPhotoSchool.com
1960
2005
I want to remove the mystery
of Colorado weather.
Hi, I’m Joel Gratz.
I grew up in Pennsylvania,
ski raced and instructed,
then moved to Colorado
after college.
And I started to
miss powder days due to
inaccurate forecasts.
So I learned how to forecast in
Colorado, and started to share.
Dec 2007

28 people email list

2008-2009

500 people email list

2009-2010

245,000 pageviews

2010-2011

1,315,000 pageviews

2011-2012

3,330,000 pageviews

2012-2013

12,000,000 pageviews

2013-2014

~18,000,000 pageviews
This is where we look for
El Nino or La Nina.
Storm tracks for La Nina.

Courtesy: Mike Baker, NWS Boulder
Storm tracks for El Nino.

Courtesy: Mike Baker, NWS Boulder
This year is a La Nada.
Storm tracks for La Nada.

Courtesy: Mike Baker, NWS Boulder
It snowed in Aspen during September.

Of the past 22 Septembers
with snow, 19 of the
ensuing winters have been
average or above.
- Cory Gates, AspenWeather.net
Perhaps there’s
another clue.
!

We set a snowfall record
in April and a rainfall
record in September for
Boulder. Does this tell us
anything about winter
snow in the mountains?
Each line shows amount of snow on the ground for various weather
stations, during winters after heavy precipitation in Boulder.
160%
150%
140%
130%
120%
110%
100%

Dec 1

Jan 1

Feb 1

Mar 1

April 1
Colorado
SNOTEL Snow Water Equivalent (SWE)
% of Normal

Feb 27, 2014
UPPER
GREEN

112

129
110 148

159

76

117
Steamboat Springs 111

Current SWE
% of 1981-2010
Median

WHITE-YAMPA

137

147

133

117

119 126

136
182

152

144

> 160%

130

98

188
126

Fort Collins

131

NORTH
PLATTE

141 191
164

70

140-160%

162

90
117

105

120-139%

118

100-119%

60-79%

98

COLORADO
HEADWATERS

80-99%
87

111

95

98

40-59%

128

Denver

123
147

110

144
152 149

132 150
141

70

Leadville

119 153

109
121

145

126
158

124 122

Grand Junction

SMOKY HILL

148

Colorado Springs
116

1-39%

67

123

GUNNISON

Gunnison

0%

136

76

Unavailable*
Provisional Data
Subject to Revision

REPUBLICAN

SOUTH PLATTE

130

123

UPPER ARKANSAS

Pueblo
UPPER
COLORADO-DOLORES

140

25
76
73 101
82
LOWER
SAN JUAN

67
58

81

106

85

99
70

89

114

97

122

87

79

72

138
95

88

95

RIO GRANDE
HEADWATERS

Alamosa
68

Durango

UPPER
SAN JUAN

72

47
39

94

10

UPPER CIMARRON

86 47

69

Prepared by the
USDA/NRCS National Water and Climate Center
Portland, Oregon
http://www.wcc.nrcs.usda.gov/gis/

0

10 20

40

60

80

Miles
100

* Data unavailable at time of posting or unavailable long-term normal.
This year

Average
2010-2011

Average
Schofield Pass
2010 - 2011 Season:

2 of 60 storms created

25% of the total season snow
2010-2011

2013-2014
Schofield Pass
2.5x
Crested Butte
Long range
forecasts stink!
!

We cannot reliably
predict snow
accumulations
beyond about two
weeks. Seasonal
outlooks are even worse.
Actual Storm Track
16 Day Forecast
15 Day Forecast
14 Day Forecast
13 Day Forecast
12 Day Forecast
11 Day Forecast
10 Day Forecast
9 Day Forecast
8 Day Forecast
7 Day Forecast
6 Day Forecast
5 Day Forecast
4 Day Forecast
3 Day Forecast
2 Day Forecast
1 Day Forecast
Actual Storm Track
Weather happens
when moist air
gets high

1

2

3
Where’s the moisture?
Less moisture
(land source)

Lots of moisture

(ocean source)

OK moisture
(ocean + plants)
How to get air high?

C
L
O
U
D

onvection
ow Pressure
rographics
ndercut
ynamics
WEATHER 101: Five ways to get high

C is for convection.

cold air

warm air
WEATHER 101: Five ways to get high

L is for low pressure.

Low
Pressure
Orographics!
O is for orographic.
WEATHER 101: Five ways to get high

U is for undercut.

Cold front moving left-to-right

Cold Air

Warm Air

http://www.clker.com/cliparts/e/4/9/a/12401693261710228990Kliponius_Mountain_in_a_Cartoon_Style.svg.med.png
WEATHER 101: Five ways to get high

D is for dynamic.
This is complicated - it’s all physics.

Jet Stream

(river of fast air)


30,000ft

300mb

Induces upward motion by “pulling” surface air
upward into the void left by the fast-moving air
above. Similar to opening a car window while
moving and having a piece of paper “sucked” out.


http://www.clker.com/cliparts/e/4/9/a/12401693261710228990Kliponius_Mountain_in_a_Cartoon_Style.svg.med.png
WEATHER 101: Five ways to get high

D is for dynamic.
This is complicated - it’s all physics.

18,000ft

500mb

Vorticity 

counter-clockwise

spin


As vorticity centers (“vort max”)
move, they induce upward
motion in front and downward
motion behind.


http://www.clker.com/cliparts/e/4/9/a/12401693261710228990Kliponius_Mountain_in_a_Cartoon_Style.svg.med.png
SNOW in CO: What winds to watch?
As a standard, winds are forecast (and measured) at 850mb,
700mb, 500mb, 300mb, and 250mb.
JET STREAM

30,000ft

300mb

VORTICITY

18,000ft

500mb

OROGRAPHIC

10,000ft

700mb
5,000ft

850mb
Orographics get air high
Mountains = Precipitation
Indian Peaks /
RMNP

Park Range
Flattops
Gore

Ten Mile &
Mosquito

Grand
Mesa
Elk
Mtns

N&S
San Juans

Sawatch
Sangre de

Christo

East
San Juans
Favorable wind directions
Steamboat
RMNP

Summit Co.

Aspen

Powderhorn

Vail
Crested Butte

Telluride
Silverton
Wolf Creek
Crested Butte: West-southwest

Irwin

Crested
Butte
Irwin: Almost any wind direction?

Crested
Butte
Vail: Northwest winds

e
or

G
Ra
e
ng

Beaver

Creek

Vail
Vail

Pass
Beaver Creek: West winds

e
or

G
Ra
e
ng

Beaver

Creek

Vail
Vail

Pass
Telluride: West & WNW winds
http://www.its.caltech.edu/~atomic/snowcrystals/primer/primer.htm
Moisture in the air

10F

0F

Temperature >> colder
The best snow requires...
• Lots of moisture

• Temperatures between about 0-10F


where the lift is taking place (usually
mountain top, but sometimes higher)


• Best wind for

Crested Butte = West-southwest
Irwin = SW through NW
Wind
directions?
Complicated.
What about
radar?
!

Nope. There’s a
problem...
Radar
Jamming the Radar
Overshooting the Snow

0.5 deg
Denver
Airport

Grand
Mesa

Pueblo

http://www.ncdc.noaa.gov/nexradinv/
Steamboat

BC / Vail
Aspen

RMNP
Summit Co.

Crested Butte
Telluride
Wolf Creek

http://www.ncdc.noaa.gov/nexradinv/
http://www.ncdc.noaa.gov/nexradinv/
4.8 mile
resolution

2.4 mile
resolution
4.8 mile
resolution

2.4 mile
resolution
4.8 mile
resolution

2.4 mile
resolution
Model Accuracy at 6-day forecast
1 = a perfect score
European =
British =
Canadian =
American =

0.845
0.825
0.820
0.807
How to plan

7-10 days

4-5 days

2-3 days
Joel Gratz
joel@opensnow.com
What’s the forecast?

To the
internet!

Forecast process!
Forecast sites!
Model biases!
Downslope wind (Foehn)

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Forecasting Tricks for Irwin (February 28, 2014)