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Real-time snowpack intelligence for Mt. Rainier. 7 SNOTEL ground sensors + NASA MODIS satellite + live NPS webcams, all piped through an hourly GitHub Actions pipeline. Basin avg SWE: 18.3” and climbing. ❄️📡
🔗 bdgroves.github.io/rainier-snowpack
#WAwx #PNWwx #Cascades #MtRainier #Snowpack #SNOTEL

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Much has been made of our dry winter thus far in the Northern Wasatch. Here's some fun SWE curves from two #SNOTEL sites. Not the worst year YET but not looking good....

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Winter mountains look amiss without thick drifts of snow.
Image credit: Benjamin Hatchett/Colorado State University, Fort Collins.

Winter mountains look amiss without thick drifts of snow. Image credit: Benjamin Hatchett/Colorado State University, Fort Collins.

How will warming affect #FreshWater stores? Less #snow in the #mountains and more #rain could have major implications for regions worldwide. Most are not prepared. In PNAS Front Matter: www.pnas.org/doi/10.1073/...

#snowpack #groundwater #flood #ClimateChange #SNOTEL #floodplains

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In high-elevation Utah, near 9,000 feet, snow should accumulate and stick all winter. Researcher McKenzie Skiles and her team dig a pit to track shifts in snow depth and the volume of water stored there. 
Image credit: Otto Lang and McKenzie Skiles/The University of Utah, Salt Lake City.

In high-elevation Utah, near 9,000 feet, snow should accumulate and stick all winter. Researcher McKenzie Skiles and her team dig a pit to track shifts in snow depth and the volume of water stored there. Image credit: Otto Lang and McKenzie Skiles/The University of Utah, Salt Lake City.

Future #winters promise less #snow in the #mountains and more #rain. That shift could have major implications for #WaterSupplies in regions around the world. In PNAS Front Matter: www.pnas.org/doi/10.1073/...

#snowpack #flood #ClimateChange #SNOTEL #floodplains

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Winter mountains look amiss without thick drifts of snow.
Image credit: Benjamin Hatchett/Colorado State University, Fort Collins.

Winter mountains look amiss without thick drifts of snow. Image credit: Benjamin Hatchett/Colorado State University, Fort Collins.

Future #winters will bring less #snow and more #rain. Most communities are not prepared. In PNAS Front Matter: www.pnas.org/doi/10.1073/...

#snowpack #flood #ClimateChange #SNOTEL #floodplains

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RT @BenPratt13: Gotta get this out before @snowman! #snotel #nhwc2017

Tweeted at 2017-06-07 04:06:30 UTC

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Improved #AI Process Could Better #Predict #Water Supplies
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www.sciencedaily.com/releases/202...
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#GIS #spatial #mapping #hydrology #waterresources #spatialanalysis #spatiotemporal #model #modeling #computermodel #snowpack #WesternUSA #USWest #watersecurity #prediction #SWE #decisions #SNOTEL

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Anne Heggli presenting at the podium at AGU23 with her presentation up on the screen behind her.

Anne Heggli presenting at the podium at AGU23 with her presentation up on the screen behind her.

Anne Heggli presented her research about rain-on-snow events at #AGU23. She looked at a late 2022 storm in the #Sierras to illustrate how hourly data from the #SNOTEL network can be used to give real-time risk levels of flooding. bit.ly/hegglirainon... #WideOpenScience

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