Eric Bruning @deeplycloudy
Pythonic electrical meteorologist, electro-microphysical temporal cartographer. Lubbock, TX Joined October 2008-
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The ATMO and psych positions are still open for another few weeks, so you’re not too late if you’re just seeing this!
this is wild — kNN using a gzip-based distance metric outperforms BERT and other neural methods for OOD sentence classification intuition: 2 texts similar if cat-ing one to the other barely increases gzip size no training, no tuning, no params — this is the entire algorithm:
this is wild — kNN using a gzip-based distance metric outperforms BERT and other neural methods for OOD sentence classification intuition: 2 texts similar if cat-ing one to the other barely increases gzip size no training, no tuning, no params — this is the entire algorithm: https://t.co/IWe402RGgn
Even more animations can be found here: bit.ly/EuropesfirstLI
Here are the extraordinary 1st results from #MTGI1's Lightning Imager!⚡️ We can now for the first time detect lightning over Europe & Africa👏 Watch here: youtu.be/wjNq-xMWE28 Please note: These animations were created from raw preliminary data and are not for operational use.
Preprint of my manuscript on machine learning as a scientific modelling strategy. Upshot: machine learning isn’t a “theory-less” activity, and its successful application, like any applied math, requires domain knowledge. researchgate.net/publication/37…
The 1-minute Infrared images with an overlay of #GLM Flash Extent Density showed abundant lightning activity associated with this Mesoscale Convective System: cimss.ssec.wisc.edu/satellite-blog… #IAwx #MOwx #ILwx
Reminder: If you've used MetPy, we'd love for you to take our 2023 User Survey, which closes at the end of the week. This should only take 5-10 minutes and is really important for guiding our work and reporting to our NSF sponsor. forms.gle/s312GsEjGFR2p1…
Are you ready to be thunderstruck? We will soon reveal the first results from #MTGI1’s Lightning Imager! ⚡️ This is the FIRST EVER 🛰️ instrument designed to detect lightning over Europe & Africa! Save the date and join @eumetsat, @esa & @LDO_Space next week to find out more 👇
Supercells do thrash metal, on occasion. kinggizzard.bandcamp.com/track/supercell
🌪️ Don't miss the new MetPy Monday tutorial on our YouTube channel, showing you how to use mouse click events to draw weather fronts and other features on a map with Python. 🗺️#MetPyMonday #WeatherVisualization #PythonProgramming youtu.be/I5d6ze6kRGU
As we always do at the start of #lightningSafety Awareness Week, let’s start with a spelling lesson to remind you what we’re talking about this week. It’s #lightning. #LSAW23
Supercell + high speed camera = awesomeness at 100,000fps! Here’s a CG with multiple return strokes. #okwx #lightning
Hey! We have a session! Sarah Bang, @WxSarahS , and I are convening a session @theAGU annual meeting on Advancements in Lightning Meteorology, the session info can be found here: agu.confex.com/agu/fm23/preli… It's a co-organized session with ASE and Atmospheric Sciences.
One reason to have multiple lightning datasets when working decision support for #LightningSafety. This lightning flash is real but mislocated. Radar, satellite, GLM, and LMA all do not support lightning is this area of #tnwx near Lawrenceburg
Good day at Texas Tech for a good presentation on lightning research among other things. Thank you Dr Kelcy Brunner.
My first upward lightning strike captured. Single 25sec exposure. This was taken around 11pm West of Slaton, looking West to the South of Lubbock, Texas @NWSLubbock #TXwx
This is not unusual from Virginia into the Northeast. Air quality regulations have led to generally cleaner air over the last 30 years. It didn't just magically happen.
This is not unusual from Virginia into the Northeast. Air quality regulations have led to generally cleaner air over the last 30 years. It didn't just magically happen.
14 Close Range CGs Over Lubbock youtu.be/ExF2uE3VpkA | @WeatherNation @weatherchannel #txwx #lightning
Lightning over downtown Lubbock, TX Saturday night. This was a single shot 5 sec. long exposure. #lightning #lubbock #texas #txwx @NWSLubbock
Chris Vagasky ⚡️ @COweatherman
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85 Followers 3K FollowingAtmospheric Chaos �.. @atmoschaos
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3K Followers 943 Following Assoc. prof at Purdue specializing in severe wx & radar. Storm chaser since 2001. All opinions expressed here are solely mine and not my employer's. She/herKelcy Brunner @kelcybrunner
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24 Followers 53 Following Collaboration NASA - UiB: The ALOFT campaign is a unique suborbital campaign to advance the science of high-energy radiation emissions from thunderstorms.NHP Field Project �.. @NHP_field
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835 Followers 142 Following ImpactWX Chair in Severe Storms Engineering; Professor of Civil & Environmental Eng. at Western University; lead researcher for Northern Tornadoes ProjectDave Sills 🍁 @dave_sills
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843 Followers 471 Following Associate Professor, Department of Atmospheric Science, Colorado State UniversityINCREDIBLE example of tower-initiated lightning just west of Champaign, IL tonight ⚡️ For reference, we are to the north side of the warm front. @frq_ltg @deeplycloudy #ilwx
Just caught something cool on my dashcam… as I was driving home quite the lightning strike. What makes it unique is the fact it is striking our 1000 foot tall WCIA broadcast tower near Seymour, IL. Notice how the bolt just stops. It hit the top of the antenna.
@Djpuco @ztresearch @deeplycloudy How you develop that lower charge layer depends on environment (agupubs.onlinelibrary.wiley.com/doi/full/10.10…) and storm structure (agupubs.onlinelibrary.wiley.com/doi/full/10.10…) so little things can sway that one way or another.
@Djpuco @ztresearch @deeplycloudy I suspect the depth and continuity of the lowest charge layer plays a big part like the model of agupubs.onlinelibrary.wiley.com/doi/full/10.10…
@mifarmgirl @SteigerScott @deeplycloudy Lighting up like a Christmas tree in Ontario! A few near turbines…others…near the CN Tower😂 Oh, and State College, PA now!
Anyone just hear #thundersnow in #Tornoto?? Looks like it hit the CN Tower! ⚡️#ONStorm
@mifarmgirl @SteigerScott @deeplycloudy Ha. I was just about to tweet about this😅
Definitely not a wind turbine… cc: @wxkaitlynj @SteigerScott @deeplycloudy
@wxkaitlynj @deeplycloudy @frq_ltg Ogden just gusted to 59 mph, so this could technically meet severe thunderstorm warning criteria...
Impressive snow squall moving into the Salt Lake City area this evening! It’s even producing thundersnow ❄️⚡️ Looks like a cell tower nearby! @deeplycloudy @frq_ltg #utwx
Weather can be humbling! To my knowledge there was not a single ⚡️ flash off Lake Ontario during this event…even with graupel this big!!!! All of the right conditions were there…Lake Erie got the action instead😅 Null cases are important too!
@TomNiziol Biggest graupel I’ve ever seen at the end of this Ontario band in SW Lewis County. #snow #wxtwitter #wxX @NWSBUFFALO
@mifarmgirl @deeplycloudy I like the basement of this one more than the haunted Oswego one😉
@david_singewald @deeplycloudy Same foyer as Creepy Oswego House!!
@JosephPattonWx @stormchaserIL @deeplycloudy @goesglm Yes. This effect can be seen under just the right conditions: hi-res camera, very close lightning, & strong winds. It can been seen in some triggered lightning images. lightning.ece.ulf.edu Also, the photo is likely to be digitally enhanced.
@MJensenCloudSci @70_dbz @Large_Eddy @deeplycloudy Agreed. I've never seen a jointly written grad recommendation letter -- I think that would just seem weird.
@dbmechem @70_dbz @Large_Eddy @deeplycloudy Thanks @70_dbz and @deeplycloudy you confirmed my thoughts.
@COweatherman @ztresearch @deeplycloudy @UpstateChaser @JimTeskeNC9 Thank you all for this information!!
@COweatherman @ztresearch @deeplycloudy @UpstateChaser @wxkaitlynj The picture was taken just a bit below and to the right of the "690" on the map and and looking to the left or west.
@ztresearch @deeplycloudy @UpstateChaser @wxkaitlynj @JimTeskeNC9 3 +CG found last night and then some of the cloud events had | Ipk | of 20-35 kA so I suspect those were associated with the LTUL
@deeplycloudy @UpstateChaser @wxkaitlynj @JimTeskeNC9 I agree. The left one looks like a +CG return stroke channel. The ones to the right are definitely upward positive leaders with recoil leaders (isolated check mark shape)
@kelcybrunner @mifarmgirl @KennedyClouds @deeplycloudy Amazing ending to this great Twitter adventure!