AtmoSphere Analytics
@AtmoAnalytics
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Numerical Weather Prediction and Artificial Intelligence. MMFS | HazCast | STORM-Net | HurricaneVision
USA
Joined May 2023
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1km MMFS TornadoVision deep learning tornado prediction model for Sunday at 00z (Saturday evening).
#wxtwitter
#txwx
#lawx
#arwx
#okwx
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1km MMFS and TornadoVision model forecast for Thursday’s severe threat.
Reflectivity, Entraining-CAPE, and TornadoVision (deep learning chance of tornado within 15mi).
#wxtwitter
#okwx
#kswx
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We will be providing a free public 1km MMFS run for tomorrow's severe weather threat. This will include the latest version of our TornadoVision deep-learning tornado model. Outputs are coming in now:
#wxtwitter
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The MMFS-AI TornadoVision system received an upgrade last night to v5.0.
-Increased training
-Better tuned hyperparameters
-More compound input features
-Increased output resolution
See a sample run below for Jan 12, 2023 21z to see the improved output res.
#wxtwitter
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1km MMFS 0-3km updraft helicity & TornadoVision deep-learning model for this evening. Highest values we’ve seen in the last few days.
#nmwx
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1km MMFS-R forecast for Saturday’s severe weather threat across
#OKwx
#txwx
and
#arwx
. Reflectivity, ECAPE, and 0-3km updraft helicity.
Full data from this run is available for free on our site, no account necessary.
#wxtwitter
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1km MMFS valid for this afternoon. Reflectivity, entraining CAPE, and 0-3km updraft helicity streaks.
Full products from this run are available for free at
#txwx
#nmwx
#wxtwitter
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MMFS 4km TornadoVision AI forecast for Friday’s potential severe weather.
This was a part of a custom run request and shared with permission from the requester.
Custom MMFS run requests w/ AI products are available at
#wxtwitter
#newx
#iawx
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Long range 12km MMFS is depicting a favorable environment for severe storms across parts of the high plains Thursday.
ECAPE around 1000 j/kg paired with a strengthening LLJ & MLC could produce damaging winds, hail, and tornadoes.
#wxtwitter
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MMFS-AI deep learning TornadoVision forecast for Thursday’s severe weather threat.
#wxtwitter
#okwx
#kswx
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MMFS-AI HailVision and WindVision v. 1.0 will be available on Monday for custom runs. TornadoVision v. 5.1 is already available.
These are deep-learning algos that have been trained using extensive wx data from the last decade.
Custom MMFS runs are available on our site.
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@CharlesPeekWX
@Brady_Wx
The TornadoVision model is available with custom runs which are open to anybody. Premium members (such as the supreme membership) get a chunk of monthly custom run credits.
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HazCast version 1.5 will be released to premium members this weekend.
HazCast is our proprietary ML model that predicts tornado, hail, and wind hazards up to 5 days in advance for CONUS.
Updates include:
-More input features
-More training data
-Improved ML Algorithm
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HailVision and WindVision deep-learning models are now available with custom MMFS runs. These AI products come as a bundle including TornadoVision at +6 credits per sim-day.
Custom runs are available for all users. Prem users receive a bundle of discounted credits monthly.
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00z MMFS TornadoVision deep-learning tornado model for Saturday’s severe weather threat.
#alwx
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Launching MMFS-AI HazCast v. 2.0 on Monday's 12z run for our premium members!
HazCast, our CONUS ML hazard prediction system, provides daily forecasts of tornadoes, severe winds, and severe hail at 3hr intervals, up to 5 days ahead. Available on our site.
#wxtwitter
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6z ATCF tracks and max winds for Tropical Storm
#Bret
, including our experimental MMFS-AI HurricaneVision ensemble (green tracks).
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We're in the progress of updating our model viewing pages. A slider bar has now been added to all viewing pages (regional, daily run, and custom runs).
Additionally, regional maps will be available for the daily CONUS runs soon.
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@USWeatherExpert
Credits are used on our site to purchase custom MMFS runs. Credits can be purchased individually for approximately $1/credit, or they also come in bundles with our paid memberships.
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Output from our new experimental long range deep-learning/AI hazard model: HazCast. This is the severe wind hazard forecast for 0z Friday.
Subscribers will have access to 5 day wind, hail, and tornado HazCast outputs at 3hr intervals.
#wxtwitter
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MMFS-AI TornadoVision Deep Learning Forecast for this afternoon.
Max of around 18% in Warren County NY
#nywx
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MMFS TornadoVision deep-learning tornado prediction model for this afternoon and evening (18z, 21z, 00z).
#txwx
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High tornado probability outputs all across
#ohwx
, but especially the southwestern area.
MMFS-AI TornadoVision from
@AtmoAnalytics
valid at 00z Monday (Sunday evening). Corridor of very high values near Cincinnati. Coincides with a strong updraft helicity streak progged for the same area by the dynamical MMFS model.
Full data is available on our site for free.
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Improvements were also pushed to the training infrastructure which will allow us to roll out HailVision and WindVision models very soon.
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Latest 1km MMFS TornadoVision forecast for Saturday evening’s tornado threat along with raw updraft helicity and reflectivity outputs.
#txwx
#lawx
#okwx
#wxtwitter
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Additionally, we will be releasing the first versions of our highres DL models for hail and wind (HailVision and WindVision). The popular TornadoVision DL model will also be receiving an update.
Also be on the look-out for tropical ML/DL products which will be available soon.
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Severe wx activity is set to increase soon! Follow us for free sneak peeks into 1km MMFS run outputs & advanced AI diagnostics during select events. 💨⛈️
Premium users can dial up custom runs & AI data on demand.⚡🌪️
🔗:
#okwx
#kswx
#wxtwitter
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00z 1km MMFS-R and MMFS-AI for Thursday’s severe threat. Reflectivity and TornadoVision.
#cowx
#wywx
#wxtwitter
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HazCast v. 2.0 is now active for premium members. Updates coming soon to the HazCast/12km daily run system include:
-Regional maps
-Increased HazCast training (v2.5)
-Updated HazCast architecture (v3.0)
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