ra8rt b4zyf 5h7ky 2r47s b7t8i ifay6 9a78r n9eay n56ie n8zd5 df32e a8kat fayd9 9s9et tykk6 s44d7 yfbh6 hi5zi k5i77 i7nhb 74zhd [N] US Gov Launches ML Competition To Predict Snow Water From Remote Sensing Data . $500,000 Prize Pool. | University of Leeds

[N] US Gov Launches ML Competition To Predict Snow Water From Remote Sensing Data . $500,000 Prize Pool.

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2021.12.08 12:59 EducationalCicada [N] US Gov Launches ML Competition To Predict Snow Water From Remote Sensing Data . $500,000 Prize Pool.

https://www.drivendata.org/competitions/86/competition-reclamation-snow-water-dev/

Seasonal mountain snowpack is a critical water resource throughout the Western U.S. Snowpack acts as a natural reservoir by storing precipitation throughout the winter months and releasing it as snowmelt when temperatures rise during the spring and summer. This meltwater becomes runoff and serves as a primary freshwater source for major streams, rivers and reservoirs. As a result, snowpack accumulation on high-elevation mountains significantly influences streamflow as well as water storage and allocation for millions of people.
Snow water equivalent (SWE) is the most commonly used measurement in water forecasts because it combines information on snow depth and density. SWE refers to the amount of liquid water contained in a snowpack, or the depth of water that would result if a column of snow was completely melted. Water resource managers use measurements and estimates of SWE to support a variety of water management decisions, including managing reservoir storage levels, setting water allocations, and planning for extreme weather events.
Over the past several decades, ground-based instruments including snow course and SNOwpack TELemetry (SNOTEL) stations have been used to monitor snowpacks. While ground measures can provide accurate SWE estimates, ground stations tend to be spatially limited and are not easily installed at high elevations. Recently, high resolution satellite imagery has strengthened snow monitoring systems by providing data in otherwise inaccessible areas at frequent time intervals.
Given the diverse landscape in the Western U.S. and shifting climate, new and improved methods are needed to accurately measure SWE at a high spatiotemporal resolution to inform water management decisions.
The goal of this challenge is to estimate snow water equivalent (SWE) at a high spatiotemporal resolution over the Western U.S. using near real-time data sources. Prizes will be awarded based on the accuracy of model predictions and write-ups explaining the solutions as described below.
Getting better SWE estimates for mountain watersheds and headwater catchments will help to improve runoff and water supply forecasts, which in turn will help reservoir operators manage limited water supplies. Improved SWE information will also help water managers respond to extreme weather events such as floods and droughts.Seasonal mountain snowpack is a critical water resource throughout the Western U.S. Snowpack acts as a natural reservoir by storing precipitation throughout the winter months and releasing it as snowmelt when temperatures rise during the spring and summer. This meltwater becomes runoff and serves as a primary freshwater source for major streams, rivers and reservoirs. As a result, snowpack accumulation on high-elevation mountains significantly influences streamflow as well as water storage and allocation for millions of people.
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2021.12.08 12:59 pumpkinpecanwaffles8 happy tuesday from these ocean babies 🦑🐙🌊

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2021.12.08 12:59 CubemanWebcomic [OC] Cubeman # 359 One Page Graphic Novel: XXV "Sanction" 08-Dec-2021

[OC] Cubeman # 359 One Page Graphic Novel: XXV submitted by CubemanWebcomic to comics [link] [comments]


2021.12.08 12:59 fjorgemota E esse Cebolinha sem a mínima vergonha na cara?

E esse Cebolinha sem a mínima vergonha na cara? submitted by fjorgemota to porramauricio [link] [comments]


2021.12.08 12:59 RegExrBot Funko POP! Marvel: Deadpool 30th - Construction Worker - Walmart Exclusive now available at Walmart

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2021.12.08 12:59 SoupyLogan Magic archer to 13 or hog to 14 with book of everything?

Magic archer to 13 or hog to 14 with book of everything? submitted by SoupyLogan to ClashRoyale [link] [comments]


2021.12.08 12:59 Plane-Hunter-5932 That's how I imagine Sunday and Monday in my style

That's how I imagine Sunday and Monday in my style submitted by Plane-Hunter-5932 to DigitalArt [link] [comments]


2021.12.08 12:59 whaleman18 traveling to Australia on Friday!

Hey,
Traveling to Australia on Friday, and I completely missed the “Travellers to Australia should complete an Australia Travel Declaration (ATD) at least 72 hours before departure.” And it’s now less than 72 hours, does anyone know if I can still register, or if they are strict about this 72h deadline?
Best,
submitted by whaleman18 to australia [link] [comments]


2021.12.08 12:59 mislabeledgadget Never the Omega Item I Need

Why does it feel like EA is just trolling us here? The NeoMall rarely has the item I need, and the Omega Research Center rarely makes the item I need either. At one point I had 9 jetpacks because the Research Center refuses to make anything else, and the Neo Mall would only sell those. I ended up cycling the building plans until there was a plan that needed a lot of Jetpacks.
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2021.12.08 12:59 JoshuaLyman1999 I'm retiring.

I'm retiring folks. Have a good one.
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2021.12.08 12:58 Tintovic What makes you optimistic about the future?

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2021.12.08 12:58 KCVietnamCM12 Thông báo tạm đóng dịch vụ Nạp và Rút của DeFiChain (DFI)

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#Announcement

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2021.12.08 12:58 Snubbyloony New 7 mm nodule in two months ?

I have an FNAC schedule next week. I had got two ultrasounds, one each in September and October. Both said there is a 3 cm ISO-Hypoechoc nodule on the right lobe with microcalcification and increased vascularity. Now I got an ultrasound done yesterday which confirms the previous nodule but also shows a 7mm x 2 mm hypoechoic nodule on the isthmus. Is it possible for a new 7mm x 2 mm nodule to emerge within 2 months or is it likely that the previous ultrasounds missed it ?
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2021.12.08 12:58 Revolutionary_Mix941 my boss is upset every time i want to use my annual leave..

my boss is upset every time i want to use my annual leave.. submitted by Revolutionary_Mix941 to antiwork [link] [comments]


2021.12.08 12:58 bendoestiffany Breast plate help

Hi all. Just got my first breast plate in. Has anyone used bronzer to make them look a little more natural? Very new to this and unsure how it'll work on silicone. Tyia
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2021.12.08 12:58 StormTheTrooper [Karalla] Last night the Mavs shot a combined 8 for 44 on open (3 for 22) and wide-open (5 for 22) 3s. Eventually it will probably regress but those shooting numbers are beyond that. Like 14 for 44 on those is considered a bad night. If they shoot that they win by 15. 8 for 44 is wild.

[Karalla] Last night the Mavs shot a combined 8 for 44 on open (3 for 22) and wide-open (5 for 22) 3s. Eventually it will probably regress but those shooting numbers are beyond that. Like 14 for 44 on those is considered a bad night. If they shoot that they win by 15. 8 for 44 is wild. submitted by StormTheTrooper to nba [link] [comments]


2021.12.08 12:58 MissRogueAurora Getting ready for a festive night ❤️

Getting ready for a festive night ❤️ submitted by MissRogueAurora to crossdressing [link] [comments]


2021.12.08 12:58 ZornWolf Wie sagt man "in the spur of the moment" oder "in the moment"?

As an assignment, I've been watching Europa Europa and I'm currently trying to write a paragraph response that starts with this.....
Meiner Meinung nach ist Solly nicht glücklich, weil er (die) Hölle (hell) überstanden hat/überlebt hat (survived through/lived through). Es ist wahr (true), dass Solly war tapfer und klug während seiner Kreigserfahrung nur spontan und spontan. Solly nicht plant die Dingen weiter, aber er konnte zu uberstehen ...
In the end, I'm trying to say that Solly, the main character in the movie was only able to survive WW2 because Solly hid the fact that his identity was Jewish and switched from one identity to another as being a Russian/German translator. I guess I kind of want to say that Solly didn't plan this ahead (weiterplanen) all the encounters at the moment. Like he had quick thinking and used his intuition to escape a number of situations that no normal person could handle the way he did. All he had to do was survive and make it to the next day through that hell. So here it's like I don't know how to describe what I'm trying to imply here but in German. Is there a specific phrase natives use for this type of thing?

I'm sorry if I'm not making any sense here.
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2021.12.08 12:58 HumboldtZero A few of the shooters I've rattlecaned. Rust-Oleum, blue painters tape, and a cheap laundry bag.

A few of the shooters I've rattlecaned. Rust-Oleum, blue painters tape, and a cheap laundry bag. submitted by HumboldtZero to rattlecannedguns [link] [comments]


2021.12.08 12:58 Decepti-kun no friggin way

no friggin way submitted by Decepti-kun to Otonokizaka [link] [comments]


2021.12.08 12:58 ourautumnfire I’m in Singapore. AMA about my Travels in the next 30 minutes.

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2021.12.08 12:58 zak2O18 MOM OF 7 WHO LOVE TO COOK AND MAKE SURE MY KIDS EAT GOOD

MOM OF 7 WHO LOVE TO COOK AND MAKE SURE MY KIDS EAT GOOD submitted by zak2O18 to budgetfood [link] [comments]


2021.12.08 12:58 shastmak4 Tom Pelissero on Twitter: Zach Cunningham cut

Tom Pelissero on Twitter: Zach Cunningham cut submitted by shastmak4 to Tennesseetitans [link] [comments]


2021.12.08 12:58 NameKey7036 I’m available for hoodup

I’m available for hoodup submitted by NameKey7036 to CatsWithDogs [link] [comments]


2021.12.08 12:58 Niko_Belly Here's my cock banana for scale

submitted by Niko_Belly to teenagers [link] [comments]


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