SlideShare ist ein Scribd-Unternehmen logo
1 von 54
Downloaden Sie, um offline zu lesen
Colorado Snow
Forecasting
101
Meteorologist Joel Gratz

Photo: Connor Walberg
ActionPhotoSchool.com
How this presentation will
help you:
1) Remove mystery of
Colorado weather.
2) Find the most snow.
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.
And it made me mad!
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
Big Weather
(primary care doctor)

(knee surgeon)
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
When to trust the forecast
10 days
+ storm or no storm
+ cold, hot, dry, moist
3-5 days
+ details becoming clearer
1-2 days
+ details are as clear as possible
How to plan

7-10 days

4-5 days

2-3 days

Toast to
possibilities

Clear your
schedule

Pretend you’re
getting sick
Weather is not
magic. It’s
physics.
Forecasts are rarely
perfect, but they are
getting better every year.
Study them, don’t
dismiss them.
Long range
forecasts stink!
We cannot reliably
predict snow
accumulations
beyond about two
weeks. Seasonal
outlooks are even worse.
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)
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
Breckenridge: NW to N winds

e
or

G
ge

n
Ra
Vail
Pass
Vail: Northwest winds

e
or

G
ge

n
Ra

Beaver
Creek

Vail
Vail
Pass
Beaver Creek: West winds

e
or

G
ge

n
Ra

Beaver
Creek

Vail
Vail
Pass
Telluride: West winds
Vail
January 31, 2013
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
• Mountain top temperatures
between about 0-10F

• Not too much wind
Wind
directions?
Complicated.
What about
radar?
Nope. There’s a
problem...
Jamming the Radar
Overshooting the Snow

0.5 deg
Denver
Airport

Grand
Mesa

Pueblo

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

Vail
Aspen

RMNP
Summit Co.

Crested Butte
Telluride
Wolf Creek

http://www.ncdc.noaa.gov/nexradinv/
Colorado is a state of
extremes
The difference between a wet
year and a dry year can come
down to the presence or absence
of just a few major storms.

Joe Ramey, National Weather Service Grand Juntion, Slide #8 2009-2010 Winter Outlook for Colorado
Colorado is a state of
extremes
More than half of the total annual
precipitation falls in only 20% of
the days when precipitation
occurs.

Joe Ramey, National Weather Service Grand Juntion, Slide #8 2009-2010 Winter Outlook for Colorado
Example: Schofield Pass
Example: Schofield Pass
2 of 60 storms created
25% of the total season snow
Joel Gratz
joel@opensnow.com

Weitere ähnliche Inhalte

Ähnlich wie Colorado snow forecasting 101

Forecasting Tricks for Irwin (February 28, 2014)
Forecasting Tricks for Irwin (February 28, 2014)Forecasting Tricks for Irwin (February 28, 2014)
Forecasting Tricks for Irwin (February 28, 2014)Opensnow.com
 
2017 Oregon Wine Symposium | Climatology Report
2017 Oregon Wine Symposium | Climatology Report2017 Oregon Wine Symposium | Climatology Report
2017 Oregon Wine Symposium | Climatology ReportOregon Wine Board
 
Colorado Snow Forecasting 101
Colorado Snow Forecasting 101Colorado Snow Forecasting 101
Colorado Snow Forecasting 101Opensnow.com
 
Weather Forecasting for Mountaineers (October 23, 2013
Weather Forecasting for Mountaineers (October 23, 2013Weather Forecasting for Mountaineers (October 23, 2013
Weather Forecasting for Mountaineers (October 23, 2013Opensnow.com
 
Mining "Weather data" using R Data-Miner
Mining "Weather data" using R Data-MinerMining "Weather data" using R Data-Miner
Mining "Weather data" using R Data-MinerArbind Kumar
 
Weather climatestehrmay2011
Weather climatestehrmay2011Weather climatestehrmay2011
Weather climatestehrmay2011armnva
 
Texas Extreme Weather Trends, John Nielsen-Gammon - Texas State Climatologist...
Texas Extreme Weather Trends, John Nielsen-Gammon - Texas State Climatologist...Texas Extreme Weather Trends, John Nielsen-Gammon - Texas State Climatologist...
Texas Extreme Weather Trends, John Nielsen-Gammon - Texas State Climatologist...TWCA
 
Montana Fire Season Official Outlook 2013
Montana Fire Season Official Outlook 2013 Montana Fire Season Official Outlook 2013
Montana Fire Season Official Outlook 2013 Clark Fork Task Force
 

Ähnlich wie Colorado snow forecasting 101 (14)

Forecasting Tricks for Irwin (February 28, 2014)
Forecasting Tricks for Irwin (February 28, 2014)Forecasting Tricks for Irwin (February 28, 2014)
Forecasting Tricks for Irwin (February 28, 2014)
 
2017 Oregon Wine Symposium | Climatology Report
2017 Oregon Wine Symposium | Climatology Report2017 Oregon Wine Symposium | Climatology Report
2017 Oregon Wine Symposium | Climatology Report
 
Colorado Snow Forecasting 101
Colorado Snow Forecasting 101Colorado Snow Forecasting 101
Colorado Snow Forecasting 101
 
STEPS - National Weather Service
STEPS - National Weather ServiceSTEPS - National Weather Service
STEPS - National Weather Service
 
Weather Forecasting for Mountaineers (October 23, 2013
Weather Forecasting for Mountaineers (October 23, 2013Weather Forecasting for Mountaineers (October 23, 2013
Weather Forecasting for Mountaineers (October 23, 2013
 
2019-2020 NWS Winter Outlook
2019-2020 NWS Winter Outlook2019-2020 NWS Winter Outlook
2019-2020 NWS Winter Outlook
 
Lynn Sess11 101509
Lynn Sess11 101509Lynn Sess11 101509
Lynn Sess11 101509
 
Mining "Weather data" using R Data-Miner
Mining "Weather data" using R Data-MinerMining "Weather data" using R Data-Miner
Mining "Weather data" using R Data-Miner
 
Weather climatestehrmay2011
Weather climatestehrmay2011Weather climatestehrmay2011
Weather climatestehrmay2011
 
Weather Threat Brief 12-6-13
Weather Threat Brief 12-6-13Weather Threat Brief 12-6-13
Weather Threat Brief 12-6-13
 
Texas Extreme Weather Trends, John Nielsen-Gammon - Texas State Climatologist...
Texas Extreme Weather Trends, John Nielsen-Gammon - Texas State Climatologist...Texas Extreme Weather Trends, John Nielsen-Gammon - Texas State Climatologist...
Texas Extreme Weather Trends, John Nielsen-Gammon - Texas State Climatologist...
 
Climate zones
Climate zonesClimate zones
Climate zones
 
Montana Fire Season Official Outlook 2013
Montana Fire Season Official Outlook 2013 Montana Fire Season Official Outlook 2013
Montana Fire Season Official Outlook 2013
 
Clouds
CloudsClouds
Clouds
 

Kürzlich hochgeladen

Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfSeasiaInfotech2
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesZilliz
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Training state-of-the-art general text embedding
Training state-of-the-art general text embeddingTraining state-of-the-art general text embedding
Training state-of-the-art general text embeddingZilliz
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 

Kürzlich hochgeladen (20)

Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdf
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector Databases
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Training state-of-the-art general text embedding
Training state-of-the-art general text embeddingTraining state-of-the-art general text embedding
Training state-of-the-art general text embedding
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 

Colorado snow forecasting 101