Daniel Rothenberg @danrothenberg Twitter profile

Last Seen Profiles

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Daniel Rothenberg

@danrothenberg

3 years

This is the single greatest fluid dynamics visualization I have ever and will ever see in my life.

Journal of Fluid Mechanics

@JFluidMech

3 years

Simulations reveal that ducklings swimming in a single-file formation behind the parent can achieve a wave-riding benefit whereby the wave drag turns positive. Gives a new meaning to "get your ducks in a row" 🦆 @JFluidMech #dynamic #equilibrium #swimming

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Daniel Rothenberg

@danrothenberg

7 months

Heard about all them new-fangled AI NWP systems like "GraphCast", "PanguWeather", and "FourCastNet" and want to try them out yourself? Let me help you with that -> This is just a quick preview release; see README for details. Feedback very welcome!

GitHub - darothen/ai-models-for-all: Run AI NWP forecasts hassle-free, serverless in the cloud!

Run AI NWP forecasts hassle-free, serverless in the cloud! - darothen/ai-models-for-all

github.com

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Daniel Rothenberg

@danrothenberg

5 months

ai-models-for-all v0.2.0 is now up - run PanguWeather, FourCastNet, or GraphCast with GFS initial conditions the moment they hit NOMADS/GCS. Check out the README at for more details. As always, your feedback/questions/comments are very welcome!

GitHub - darothen/ai-models-for-all: Run AI NWP forecasts hassle-free, serverless in the cloud!

Run AI NWP forecasts hassle-free, serverless in the cloud! - darothen/ai-models-for-all

github.com

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Daniel Rothenberg

@danrothenberg

8 months

Congrats to the whole DeepMind team! It's been very exciting seeing the steady progress of this system, and to observe its utility over the tropical season this year. The Weather Enterprise is staring at a very real inflection point at the intersection of weather/tech...

Google DeepMind

@GoogleDeepMind

8 months

Presenting GraphCast: our state-of-the-art AI model delivering 10-day weather forecasts with unprecedented accuracy in under one minute. 🌦️ It can even help predict the potential paths of cyclones further into the future. Here's how it works. 🧵

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Daniel Rothenberg

@danrothenberg

3 years

All you @dask_dev and @xarray_dev users please keep up the social media sharing! I'm enjoying catching glimpses of all the cool stuff from the community while taking care of my 2-day old! :) She'll be a dask power user soon enough!!

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Daniel Rothenberg

@danrothenberg

4 years

Awesome example of data journalism

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Daniel Rothenberg

@danrothenberg

2 years

Is there a good manuscript/article on why AI hasn’t led to a significant improvement in weather forecast quality (broadly)? If not, do folks have any hot takes or thoughts on this topic?

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Daniel Rothenberg

@danrothenberg

6 months

Pretty amazing to see weather forecasting on the cover of Science. Even more amazing to see transformative work in this domain from folks well outside the traditional weather community! 2024 is going to be very exciting in this field. I hope you're buckled in!

Science Magazine

@ScienceMagazine

6 months

Trained on four decades of historical data, #GraphCast from @GoogleDeepMind is an #AI model that predicts global weather with greater speed and accuracy compared with traditional approaches. Learn more in Science's last issue of 2023:

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Daniel Rothenberg

@danrothenberg

8 months

Arxiv preprint "Neural General Circulation Models" dropping this morning from @shoyer and team: NeuralGCM is, "the first fully-differentiable hybrid [GCM] of the Earth's atmosphere;" the authors discuss both weather and AMIP-like climate experiments.

Neural General Circulation Models for Weather and Climate

General circulation models (GCMs) are the foundation of weather and climate prediction. GCMs are physics-based simulators which combine a numerical solver for large-scale dynamics with tuned...

arxiv.org

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Daniel Rothenberg

@danrothenberg

6 months

@GoogleDeepMind sneaking in one more massive delivery on #AI4NWP before the end of the year to solidify 2023 as the breakthrough year for this tech - "GenCast: Diffusion-based ensemble forecasting for medium-range weather"

GenCast: Diffusion-based ensemble forecasting for medium-range weather

Weather forecasts are fundamentally uncertain, so predicting the range of probable weather scenarios is crucial for important decisions, from warning the public about hazardous weather, to...

arxiv.org

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Daniel Rothenberg

@danrothenberg

3 years

Congrats @rabernat and the broader @pangeo_data community! Amazing write-up and thrilled to see this work reaching a much broader audience than just the geosciences!

Cloud-Native Repositories for Big Scientific Data

Scientific data have traditionally been distributed via downloads from data server to local computer. This way of working suffers from limitations as scientific datasets grow toward the petabyte...

www.computer.org

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Daniel Rothenberg

@danrothenberg

5 months

What if I told you that _today_, for less than the cost of one cup of Dunkin Donuts coffee, you could have a 10-day AI-NWP forecast initialized from the GFS(/GDAS) within 10 minutes of the data being posted on NOMADS?

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Daniel Rothenberg

@danrothenberg

3 years

Tornado just across the way from my house!!!

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Daniel Rothenberg

@danrothenberg

2 years

A lot folks have asked what I’ve been up to since joining with @Waymo last year. Check out some of my team’s work in this awesome write-up from @verge !

Waymo’s robotaxis are basically mobile weather stations now

Waymo’s cars are getting better at fog.

www.theverge.com

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Daniel Rothenberg

@danrothenberg

2 years

Ok so I’m just going to write a new climate model from scratch in ChatGPT, brb…

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Daniel Rothenberg

@danrothenberg

2 years

(Anywhere in US) Dentist: What do you do for work? Me: I’m a meteorologist Dentist: Cool, what TV channel? (Boulder): Dentist: “” Me: “” Dentist: Oh it must be fun working at NCAR! Me: So about that…

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Daniel Rothenberg

@danrothenberg

2 years

Weather/climate folks: data engineering is a superpower. Learn how to wield it effectively and you’ll free up so much more time for science and research that you won’t know what to do with it!

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Daniel Rothenberg

@danrothenberg

2 years

Interesting short article on @WIRED this morning - but I don't think it really captures the challenge, opportunity, and pitfalls here. A short thread. (1/10)

The Danger of Leaving Weather Prediction to AI

When it comes to forecasting the elements, many seem ready to welcome the machine. But humans still outperform the algorithms—especially in bad conditions.

www.wired.com

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Daniel Rothenberg

@danrothenberg

5 years

Congratulations to everyone involved in this awesome collaboration between @pangeo_data and @ProjectJupyter !!!

Jupyter meets the Earth

By Lindsey Heagy and Fernando Pérez

blog.jupyter.org

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Daniel Rothenberg

@danrothenberg

3 years

#WxTwitter and #python / #datascience folks - I’m working on an article about the “atmospheric data science” niche and career opportunities for undergrads/graduate students. Please reach out if you have thoughts or would like to contribute to the article!

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Daniel Rothenberg

@danrothenberg

7 years

Cutting . @NOAA funding the day after #tornado forecasts saved lives in an outbreak is not only stupid: it's downright dangerous.

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Daniel Rothenberg

@danrothenberg

4 years

Success! Integrated @PrefectIO with my team’s @pangeo_data / @ProjectJupyter cluster, which uses the @dask_dev dank-gateway to dynamically spin-up resources for jobs. Very excited to start automating more jobs with this stack!

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Daniel Rothenberg

@danrothenberg

3 years

Best part of #AMS2021 ? My Twitter feed is overloaded with meteorology, innovation, and science topics, so it's impossible to doom-scroll current events!

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Daniel Rothenberg

@danrothenberg

11 months

New @NOAA GFS GRIB kerchunking pipeline triggering on @modal_labs with the Aug18 00Z run this hour... will generate references for pseudo-cloud-native access to GFS data for all my forecast visualization/analysis pipelines. Fully serverless weather data processing, let's go!

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Daniel Rothenberg

@danrothenberg

11 months

Are you using AI to build end-to-end weather forecasting systems? If so, check out the session topic "Pure AI and Data-Driven Weather Forecasts" in the AI Conference at the @ametsoc ' Annual Meeting and consider submitting an abstract!

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Daniel Rothenberg

@danrothenberg

5 months

While we were pontificating on AI-NWP at #ams2024 , the world kept on cranking... global 10km forecasts from the FengWu lineage ->

FengWu-GHR: Learning the Kilometer-scale Medium-range Global...

Kilometer-scale modeling of global atmosphere dynamics enables fine-grained weather forecasting and decreases the risk of disastrous weather and climate activity. Therefore, building a...

arxiv.org

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Daniel Rothenberg

@danrothenberg

3 years

Friday was my last day w/ @tomorrowio_ serving as Chief Scientist... very excited to share the exciting next steps in my career in technology/weather in the coming weeks!

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Daniel Rothenberg

@danrothenberg

2 years

Omg I just polished an insanely cool research result that I should squeeze into our AMS presentation in two weeks… really hope I can get review/approval, this is a game-changer for hyper-local weather / urban micro-climate characterization!

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Daniel Rothenberg

@danrothenberg

4 years

Something cool on this holiday weekend - 4DVar applied to the classic Lorenz (1963) “butterfly”, using JAX. Hope to have a blog post up soon with reference code and a write-up on how reverse-mode differentiation through ODE solvers could open a new world of DA applications

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Daniel Rothenberg

@danrothenberg

2 years

Some days I feel like I’m just ranting about the importance of “subject matter expertise” into the void. Is this exclusively a weather/climate thing, or do other technical scientific domains have similar issues?

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Daniel Rothenberg

@danrothenberg

5 years

I'm reviewing some Fortran on the train home and some techy hacker dude writing what looks like a webapp keeps gawking at my screen. Yes, kid, I'm debugging code that was written before you were born!

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Daniel Rothenberg

@danrothenberg

2 years

Animation of ptype-colored simulated reflectivity from the long-range 12Z HRRR simulation of these weekend’s upcoming nor’easter

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Daniel Rothenberg

@danrothenberg

8 months

To say that the release of @GoogleDeepMind 's GraphCast this week has shaken the weather enterprise to its core would be an understatement. My LinkedIn is inundated with weather companies claiming they've been "doing AI/ML for years". And while true... it's not the same thing!

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Daniel Rothenberg

@danrothenberg

6 years

Wow… this is what it’s gonna take to combat climate change, folks

The Hill

@thehill

6 years

Macron rejects trade deals with countries outside of Paris climate pact

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Daniel Rothenberg

@danrothenberg

5 months

Friendly reminder for @ametsoc attendees at #AMS2024 looking to play with #AINWP models... I've got you covered! Check out Happy to sit down and demo running #GraphCast for you 🙂

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Daniel Rothenberg

@danrothenberg

3 years

New Orleans? Nope. New Jersey.

Pearl Gabel

@PearlGabel

3 years

Swamp boat

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Daniel Rothenberg

@danrothenberg

3 years

Excellent, the ensemble Kalman Filter I wrote in JAX seems to work (perfect obs experiment). Can’t wait to share the rabbit I’m going to pull out of this hat… fun holidays R&D project :)

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Daniel Rothenberg

@danrothenberg

10 months

This is a super important contribution to the broader weather community and will drive faster and more effective innovation in the nascent "pure AI NWP" space. Congratulations @raspstephan and team!

Google AI

@GoogleAI

10 months

The weather forecast is improving… literally! Introducing WeatherBench 2, a benchmark for the next generation of data-driven, global weather forecast models, providing data, tools, & an evaluation platform. Learn how to use it and check out the website →

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Daniel Rothenberg

@danrothenberg

3 years

@JackSillin Jack, work like this is an incredible community service... Thank you! Do you at least have a coffee fund that folks could contribute to?

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Daniel Rothenberg

@danrothenberg

2 years

Awesome talk on ML applications to climate modeling by @turbulentjet at @LeapStc -

Learning Data-driven Subgrid-Scale Models for Geophysical Turbulence...

Abstract: The atmospheric and oceanic turbulent circulations involve a variety of nonlinearly interacting physical processes spanning a broad range of spatia...

www.youtube.com

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Daniel Rothenberg

@danrothenberg

2 years

For those of you who have had trouble reaching me the past Q, this is why... a huge accomplishment for the team here at @Waymo ! I can't wait to tell the story of how weather plays into this significant milestone for the company :)

Waymo

@Waymo

2 years

We’re taking the next step in our journey—both in San Francisco and in Phoenix. Last week, our employees began taking fully autonomous rides in the City by the Bay, and soon we’ll be expanding our Waymo One Trusted Tester program into Downtown Phoenix.

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Daniel Rothenberg

@danrothenberg

3 years

Wow... Stumbled across @blaylockbk 's Herbie package and saved myself a morning of hacking some one-off GRIB processing tools. Thanks for this fantastic toolkit!

GitHub - blaylockbk/Herbie: Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS,...

Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System. ...

github.com

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Daniel Rothenberg

@danrothenberg

5 years

Gobsmacked at how easy it was to integrate @Superhuman into my workflow. First time I’ve hit Inbox Zero and have everything properly captured in @todoist in months!

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Daniel Rothenberg

@danrothenberg

4 years

My 31st birthday gift to myself - a day of awesome meteorology and science at the @ametsoc #AMS2020 meeting!

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Daniel Rothenberg

@danrothenberg

8 months

What a morning. GraphCast in press at Science, NeuralGCM preprint on arxiv, Fifth National Climate Assessment released to the public... there's only so much coffee in my house!

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Daniel Rothenberg

@danrothenberg

5 years

Thanks @DrShepherd2013 for the shout out to @climacell on @weatherbrains this week! We agree about the huge opportunity for students to become "atmospheric data scientists"... Meteorologists who can build software and extract value from weather data. I'd love to help train them!

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Daniel Rothenberg

@danrothenberg

4 years

Super excited to share a project I worked on during my week off... started with messing around with Neural ODEs with Jax, and evolved into a super efficient toy 4D-VAR framework. Will write some blogposts this week on the results - need to hack a Lorenz96 DA example first

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Daniel Rothenberg

@danrothenberg

4 years

Amazing to see 19 years of GEFSv12 reforecast data now available on S3, but super depressing and unfortunate to see it uploaded as GRIB format. The first group to cloud optimize this data is going to find amazing science applications for the data, I hope they share!

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Daniel Rothenberg

@danrothenberg

3 years

My session topic at the 2022 @ametsoc Annual Meeting, “Towards Operational Precipitation and Convective Weather Nowcasting Leveraging Deep Learning” was accepted! Please consider applying! CC @DJGagneDos @ralager_Wx @profamymcgovern

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Daniel Rothenberg

@danrothenberg

3 years

I sincerely hope the @ametsoc reconsiders its policy and chooses to enforce a vaccine mandate for those who wish to attend the 2022 Annual Meeting in person. I’ll need to re-evaluate my plans to travel this year (been to every mtg in-person since 2010).

American Meteorological Society

@ametsoc

3 years

If you plan on joining us in Houston, we want you to know that your health and safety is of utmost importance to us. View our Commitment to Care Statement to learn more: #AMS2022

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Daniel Rothenberg

@danrothenberg

2 years

So… VS Code continues to be the most amazing productivity booster imaginable. I mean, hovertips with PR details from orthogonal repos while you’re working in a different context?!?!

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Daniel Rothenberg

@danrothenberg

5 months

If you go to four different talks on "digital twins" you'll hear eight different definitions of what the heck they actually are. Still some very fascinating work coming from the community in this space though!

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Daniel Rothenberg

@danrothenberg

3 years

There are a surprising number of aerosol-cloud-climate faculty positions open at the moment. Wonder if it’s worth a shot?

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Daniel Rothenberg

@danrothenberg

3 years

Slowly drifting to the North

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Daniel Rothenberg

@danrothenberg

2 years

Thrilled to participate in #AMS2022 this week - if you’re at @AMSEarlyCareer / @AMSStudentConf and interested in careers at the intersection of data, software, tech and weather/climate, hmu - I’d be happy to talk and help you find some awesome and unique opportunities!

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Daniel Rothenberg

@danrothenberg

3 years

If you do any technical/coding work in your research or job, try to keep a few projects on GitHub. Even better - if you use a tool like @xarray_dev or @matplotlib , consider contributing to these libraries! You never know when a hiring manager will stumble across your work…

AMS Early Career

@AMSEarlyCareer

3 years

Happy Wednesday! We can hardly believe that it is almost May - and time for new grads to be hunting for jobs! For #ShareYourStory this week, let's share some job hunting and interview tips for our new grads, and anyone lese looking for a job!

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Daniel Rothenberg

@danrothenberg

5 months

About 15 minutes before we start talking AI here at #AMS2024 - grab a seat and hold on tight!

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Daniel Rothenberg

@danrothenberg

6 months

Might share a 2023 "Year in Review" post later but for now, it's all hands on deck for 2024 and the breakthrough year of AI for Weather and Climate! If you're working in this area - we should chat!

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Daniel Rothenberg

@danrothenberg

1 year

The ongoing influx of smoke / biomass burning aerosol over CONUS is an incredible natural experiment in aerosol impacts on clouds and convection in a continental mid-latitude climate. Is anyone already looking at these potential impacts?

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Daniel Rothenberg

@danrothenberg

3 years

To better simulate the in-person #AMS2021 experience I am going to commit to listening to all my talks standing up, just like I usually do standing in the back of the breakout rooms :)

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Daniel Rothenberg

@danrothenberg

7 months

So ai-models-for-all is easily the most well-received code/project I've ever released. Thanks for all the encouraging comments the past few days! Two big targets for next steps are a post-processing workflow (auto-gen a forecast maps webpage!) and initializing with GDAS.

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Daniel Rothenberg

@danrothenberg

3 years

Folks - put your utility code on GitHub! A throw-away script I wrote like 8 years ago for a random PhD side-project just saved weeks of work for a colleague!

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Daniel Rothenberg

@danrothenberg

2 years

@LyssaFreese MetPy has a few options for simple gridding () Verde () is a bit more complex but has more sophisticated methods. You may need to write your own wrappers to output xarray structs but should be straightforward

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Daniel Rothenberg

@danrothenberg

2 years

Just realized I’ve been an “atmospheric data scientist” for more than half my life now… started as a 16-year old volunteering at the NWS in Louisville and working on a hydrology project with a local software company. Cheers for another 16 years (at the minimum)!!

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Daniel Rothenberg

@danrothenberg

1 year

Super excited to represent @Waymo along with my colleague Michael James later this evening! Looking forward to the discussion!

WeatherBrains

@weatherbrains

1 year

Episode 889 is LIVE tonight at 8pm ET/7pm CT! The folks from Waymo will join the show! They will talk about how and why they’re essentially employing their fleet of autonomously driven vehicles as mobile weather stations and what it enables! Watch live:

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Daniel Rothenberg

@danrothenberg

1 year

Been cranking through a bunch of AI/weather projects all weekend for fun, and it's amazing how simple this work is compared to just a few years ago. Four years ago it was a whole project just to set up the data and infrastructure for even a toy problem!

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Daniel Rothenberg

@danrothenberg

3 years

Join us tomorrow! @ScienceByMaria will be giving our keynote talk at 11AM MDT, “How Python and Machine Learning Enable Advances in Earth Science”, you’re definitely not gonna want to miss it! @AMSEarlyCareer @ams_eipt @AMS_AIML @ametsoc #AMS2021

AMS Symposiums on Py

@amspython

3 years

Hey Python fans! Enjoying @ametsoc #ams2021 ? Our sessions start tomorrow! Please in sure you have watched the video files to get the best experience from the live sessions

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Daniel Rothenberg

@danrothenberg

2 years

Great to see that @amspython can still draw nearly 100 participants to its sessions!

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Daniel Rothenberg

@danrothenberg

8 months

Nice paper by Selz and Craig in GRL regarding how well Pure AI NWP systems handle perturbation error growth - . This will be an important issue as we inevitably move to very large ensembles built around these tools.

Can Artificial Intelligence‐Based Weather Prediction Models Simulate the Butterfly Effect?

Geophysical Research Letters is an AGU journal publishing high-impact, innovative articles on major advances spanning all of the major geoscience disciplines.

agupubs.onlinelibrary.wiley.com

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Daniel Rothenberg

@danrothenberg

2 years

I actually got to do real science today. Was a lot of fun! I should probably do more of this. It would be fun to go back to being a full-time researcher...

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Daniel Rothenberg

@danrothenberg

5 years

Internet, I'm disappointed with you... all these great Cybertruck memes and not one has mentioned the "cornucopia" from Hunger Games!

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Daniel Rothenberg

@danrothenberg

2 years

Curious if anyone is keeping track of private sector adoption of @pangeo_data ? Familiarity with the stack is even popping up in IBM job postings!

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Daniel Rothenberg

@danrothenberg

2 years

Congratulations @al_merose and the rest of the team @Google for this significant contribution to the weather/climate community! Great example of building ready-to-use ARCO data for climate analysis!

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Daniel Rothenberg

@danrothenberg

4 years

@ametsoc I applaud this decision by the @ametsoc and am excited to work with other session chairs and conference conveners to ensure an amazing virtual conference experience!

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Daniel Rothenberg

@danrothenberg

2 years

“The Staff Engineer’s Path” is really helping me understand how to be more effective in my current role. Academics considering a jump to industry should check it out - if you’re a technical problem solver, this could be the career path for you!

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Daniel Rothenberg

@danrothenberg

2 years

In case it wasn’t obvious, my visualization is heavily inspired by the amazing work of @TropicalTidbits , @burgwx , @JackSillin , and so many other world-class meteorologists who create and share these types of graphics to communicate our science to the broader public.

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Daniel Rothenberg

@danrothenberg

2 years

Ugggh the 7 month old can now stand on her own. We literally just did all the low hanging baby proofing, I guess phase two this weekend...

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Daniel Rothenberg

@danrothenberg

2 years

Beautiful turbulence in this thunderstorm just N of @TownofFrederick @NWSBoulder #COwx

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Daniel Rothenberg

@danrothenberg

6 years

So excited to spend the next 3 days at NCAR’s Mesa Lab discussing the progress of . @pangeo_data !

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Daniel Rothenberg

@danrothenberg

1 year

Wrapping up chores then driving into Denver for #AMS2023 … looking forward to seeing everyone in person after the three-year hiatus!

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Daniel Rothenberg

@danrothenberg

2 years

Thrilled that the parcel model I developed during my PhD is still alive, kicking and useful for researchers and educators in the field! A @JuliaLanguage version should be available later this year.

American Meteorological Society

@ametsoc

2 years

A new #BulletinAMS paper introduces interactive worksheets for #teaching about atmospheric aerosol and cloud physics, and describes the set of programming tools used to create and deliver content. Learn more at .

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Daniel Rothenberg

@danrothenberg

3 years

Another interesting output from @NCAR ’s experimental convective hazard forecast… very impressive to see how well this jives with the SPC’s guidance!

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Daniel Rothenberg

@danrothenberg

7 years

Wow… not the response I’d hope from a senior scientist re: this great op-ed

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Daniel Rothenberg

@danrothenberg

3 years

Huge shout out to . @ametsoc team working diligently to kick off the #AMS2021 meeting... We appreciate all your hard work so much! I forecast smooth sailing from here on out :)

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Daniel Rothenberg

@danrothenberg

3 years

Announcing something big!

Tomorrow.io

@tomorrowio_

3 years

Today marks a historic moment for our company. In addition to our series D funding, we are also changing the name of our company. Say hello to @Shimonelkabetz2 explains it all:

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Daniel Rothenberg

@danrothenberg

3 years

Life achievement- completed a review for a journal article well before (weeks!) the deadline!

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Daniel Rothenberg

@danrothenberg

2 years

Check out this report on “ML/AI to Advanced Earth System Science” released today by the National Academies!

Machine Learning and Artificial Intelligence to Advance Earth System Science: Opportunities and...

Read online, download a free PDF, or order a copy in print or as an eBook.

nap.nationalacademies.org

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Daniel Rothenberg

@danrothenberg

5 years

Anyone want to join in on proposing a topic for the #AMS100 meeting? I’m thinking about ideas ranging from “climate data science” to big data challenges/opportunities or even partnerships/engagement between the weather and tech worlds

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Daniel Rothenberg

@danrothenberg

3 years

I’m re-writing pyrcel () in Julia to better serve fundamental research into physical/chemical constraints on droplet nucleation and microphysics. If you would like to collaborate please reach out!

GitHub - darothen/pyrcel: A 0D, adiabatic cloud parcel model for studying aerosol activation.

A 0D, adiabatic cloud parcel model for studying aerosol activation. - darothen/pyrcel

github.com

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Daniel Rothenberg

@danrothenberg

6 months

Down to the very final "to-do" items on my task list for work before moving on to new things for 2024! It's going to be a _very_ exciting January. Stay tuned!

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Daniel Rothenberg

@danrothenberg

2 years

Sharing as a “sneak peak” of side project I’ve been working on since last last year… building out a cloud-based data system leveraging @PrefectIO for analysis and visualization of forecast model data.

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Daniel Rothenberg

@danrothenberg

1 year

Why hello, @Waymo ! I'm looking forward to meeting my driver today!

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Daniel Rothenberg

@danrothenberg

2 years

@arianaelena97 Oh… and I’m happy to chat with anyone in the geosciences contemplating jumps to industry, especially into tech! There’s **so** much opportunity right now, it’s unbelievable… and you as a geoscientist are in **high demand**. 9/8

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Daniel Rothenberg

@danrothenberg

5 years

OoO it only took 78 minutes to get to a climate change question this evening! Improvement but we need a #ClimateDebate !

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Daniel Rothenberg

@danrothenberg

7 years

Geo-spatial machine learning pipelines using xarray Datasets - a well-spent week of work:

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Daniel Rothenberg

@danrothenberg

2 years

Wow… is an incredibly powerful tool for geospatial visualization, assuming you’ve prepared your data correctly. Definitely my bad to have not played with it before now!

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Daniel Rothenberg

@danrothenberg

3 years

Wife was complaining that baby was having a rave, so of course I asked Alexa to play Sandstorm. Might need to sleep in the car tonight but it was worth it.

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Daniel Rothenberg

@danrothenberg

3 years

Great work @profamymcgovern and @ralager_Wx kicking of the @AMS_AIML conference's first session!

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Daniel Rothenberg

@danrothenberg

6 years

Please read and re-tweet this extraordinary article featuring . @JohnMoralesNBC6

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Daniel Rothenberg

@danrothenberg

1 year

Interesting perspective article in e360 about the potential climate impacts of microplastics: Particularly intrigued by Zamin Kanji's reported lab results (are these published?)... @obSarveshon and @DanCziczo maybe we should reboot our CESM flyash work?

Microplastics Are Filling the Skies. Will They Affect the Climate?

Recent studies reveal that tiny pieces of plastic are constantly lofted into the atmosphere. These particles can travel thousands of miles and affect the formation of clouds, which means they have...

e360.yale.edu

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