Lea Eisenstein
@LeaEisenstein
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Atmospheric scientist at @KITKarlsruhe | @WavesToWeather | Working on high winds within European winter storms
Karlsruhe, Germany
Joined November 2021
#RAMEFI allows us to have a closer look at the causes of strong #winds brought by #StormCiarán/#Emir & future European storms, which is now available in near-real time! Check it out at
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RT @CScharun: Karlsruhe - 20.01.2024 Wenige Meter vom Platz der Grundrechte & dem Bundesverfassungsgericht entfernt versammeln sich tausend…
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RT @WavesToWeather: Great final meeting of W2W in Landau this week! It was a balancing act between exciting recent results, and empowering…
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RT @EGU_WCD: New research article: Identification of high-wind features within extratropical cyclones using a probabilistic random forest…
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The description of the features and the method can be found in our recent publication introducing #RAMEFI:
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@EtienneFargetMC @SimonLeeWx Yes, something like this! We already have some promising first results but need to properly evaluate it this winter season. Agnes is a perfect start for this!
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RT @ChristophFischr: The early bird catches the worm 😄 Got a glimpse of the thunderstorm approaching #Karlsruhe this morning from a nice va…
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RT @EGU_GMD: New #EGUhighlights: The three-dimensional structure of fronts in mid-latitude weather systems in numerical weather prediction…
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Couldn't have asked for a better PhD hat and celebration of my succesful defence! Huge thanks to my colleagues, friends, family and of course my supervisors! #PhDone
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RT @WavesToWeather: Congrats, @lerch_sn for your @dfg_public #TransferProject with @KNMI about the "Development of a #DeepLearning prototyp…
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Wondering how cold jet, warm jet & other high-wind features within winter storms differ, which one causes the highest winds & which is most common? We used #RAMEFI to compile a 19-year climatology & analysed the different characteristics - now open for discussion in @EGU_WCD!
Discussion open for comments: Identification of high-wind features within extratropical cyclones using a probabilistic random forest – Part 2: Climatology
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Had an amazing time in Colorado presenting at #AMS2023, visiting @NOAA, @acwinters_wx and his group at @CUBoulder, and @NCAR_Science, meeting many new people, learning about their research and -last but not least- hiking in the snowy Rockies :)
Andreas Fink, @LeaEisenstein and @jung_wx @KITKarlsruhe visited colleagues @NOAA PSL ( last week. On the photo, from left to right: Juliana Dias, Andreas, George Kiladis, Lea, Hyunju, Pragallva Barbanda and Yuan-Ming Cheng.
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RT @WavesToWeather: Great group picture of participants from @KITKarlsruhe and @WavesToWeather at the AMS conference in #Denver @ametsoc on…
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I'm glad I came early to Colorado to enjoy the awesome winter weather during some hikes before #AMS2023. Tomorrow (Jan, 9) I'll be talking about more unpleasant weather - high-wind features within extratropical cylones. Join the session at 10:45am MST in room 704/706 or online!
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RT @WavesToWeather: Great keynotes by @PDueben, Linda Schlemmer @DWD_presse and Gwendal Rivière @ENS_ULM! Great poster sessions by the #Ear…
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The first #winterstorm I remember by name was #Jeanett (20 years ago today!), when my parents had to tie down trees in our garden & I played Monopoly with my brother half the night. It's fascinating to look at it now while working on our #RAMEFI wind feature climatology :)
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Our C5 @WavesToWeather paper was published in @EGU_WCD today :) If you are interested in how to identify different causes of high winds within winter storms (incl. #warmjet, #coldjet & cold-frontal convection) using a random forest on observations or gridded data, give it a read!
New research article: Identification of high-wind features within extratropical cyclones using a probabilistic random forest – Part 1: Method and case studies
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Today @an_beckert & I gave a talk to the general public for the first time as part of the #CaféMétéorologique in #Bonn. It was great to share our knowledge on #winterstorms & 3D-#visualisation & a nice change from our usual scientific talks! @DWD_presse @WavesToWeather #EMS22
#CaféMétéorologique: „Gefahren durch Winterstürme - mit moderner Computergrafik dreidimensional erklärt“, 10:30 Uhr, Kirchenpavillon Bonn „Was haben Sherlock Holmes & Wetterwarnungen gemeinsam?“, 14 Uhr im @Kaffeesaurus2 – bei freundlichem Wetter draußen.
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