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Philip Brohan @brohan.org · 6d

A poster demomstrating an extension to the well-known climate stripes graphic.

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Philip Brohan @brohan.org · Jul 14

The future of scientific publishing is YouTube, Github, Medium, Substack, ...
I don't see much of that in the agenda.

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Reposted by Philip Brohan

Ed Hawkins @edhawkins.org · Jun 11

MeteoSaver v1.0: a machine-learning based software for the transcription of historical weather data

Preprint in open discussion: egusphere.copernicus.org/preprints/20...

MeteoSaver v1.0: a machine-learning based software for the transcription of historical weather data

Abstract. Archives of observed weather data present unique opportunities for scientists to obtain long time series of the historical climate for many regions of the world. Unfortunately, most of these...

egusphere.copernicus.org

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Reposted by Philip Brohan

John Kennedy @micefearboggis.bsky.social · Apr 11

This is a work of art.

Robin Hayward 🌳 🏳️‍⚧️ @canopyrobin.com · Apr 11

I may have taken PowerPoint too far... This was the slideshow from my latest talk

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Philip Brohan @brohan.org · Apr 4

It is easy to come up with designs for ground-breaking climate models using ML.
The thing that's very hard is to come up with a ML climate model that looks and operates like an NWP model.
If we can find the courage to move on from NWP, then the future is bright indeed.

Philip Brohan @brohan.org · Mar 20

They only use ERA5 at all because they are doing NWP imitation. Eventually they will realise that to forecast London precip. (say) an AI model doesn’t have to bother with the whole NWP state vector.
Then we’ll start to see real improvements.

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Philip Brohan @brohan.org · Mar 20

The really interesting result is the reduced observational requirement for DA. How far can we push that?

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Philip Brohan @brohan.org · Mar 20

You could build a model without ERA5 - train it on satellite data, in-situ observations, or what you will. There just isn't much point.

While all the AI models use ERA5, they don't require it.
It really is a supercomputer-free forecasting system.

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Reposted by Philip Brohan

Amanda Whitmire @thalassalib.bsky.social · Mar 14

I'm always looking for ways to make it faster to transcribe historical data, & structured handwritten text has been a real challenge. I just tested Google's Gemini 2.0 Flash model on some Monterey Bay temperature data from 1952. I'm pretty impressed! Not perfect, but better than a blank page. 🌊

A screenshot of two application windows open next to each other. On the left is a scanned page of handwritten ocean temperature data from March 1952, and on the right is a Google sheet with most of the data transcribed. There are missing values in places, but the digital data is very accurate.

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Reposted by Philip Brohan

Tim Andrews @tim-andrews.bsky.social · Mar 10

Delighted to announce I have taken on a joint position between the Met Office and the University of Leeds:

Research Scientist | Met Office Hadley Centre
Associate Professor | University of Leeds

Looking forward to getting to work on this.

See news article below 👇

Faculty of Environment, University of Leeds @envleeds.bsky.social · Mar 10

The Leeds-Met Office Academic Partnership welcomes four new joint positions: Dr Steve Abel, Dr Tim Andrews, Dr Camilla Mathison, and Dr Lorenzo Tomassini!

They'll deliver research and impact across disciplines to tackle challenges in weather and climate.

environment.leeds.ac.uk/news/article...

Met Office Academic Partnership expands with new joint roles

The four joint Leeds-Met Office appointees will provide new leadership within the Schools of Earth and Environment (SEE), Geography and Mathematics.

environment.leeds.ac.uk

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Reposted by Philip Brohan

Ed Hawkins @edhawkins.org · Feb 12

Want to do a PhD in climate, with a focus on using machine learning to recover millions of lost weather observations and so better reconstruct climatic changes over the past century?

Open to students from UK and Ireland, funded through @climatecocentre.bsky.social.

www.findaphd.com/phds/project...

Using machine learning to help reconstruct changes in extreme rainfall over British & Irish Isles at University of Reading on FindAPhD.com

PhD Project - Using machine learning to help reconstruct changes in extreme rainfall over British & Irish Isles at University of Reading, listed on FindAPhD.com

www.findaphd.com

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Reposted by Philip Brohan

National Oceanography Centre @noc.ac.uk · Feb 12

🔭 How accurate are historic sea surface temperatures?

NOC's Dr Elizabeth Kent MBE (@lizk40.bsky.social) gives us a rundown and explores a particularly puzzling cold feature on #NOCIntoTheBlue.

Watch, listen and subscribe NOW 🎧 linktr.ee/nocintotheblue

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Philip Brohan @brohan.org · Feb 11

The state vector describing reality has way too many dimensions.
What else can we do?

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Philip Brohan @brohan.org · Feb 5

I won't be following up myself (the data I'm after is almost all in tables). But I do urge you to give it a go - point your browser at aistudio.google.com upload your image and start asking. It could hardle be easier to experiment with.

Google AI Studio

Google AI Studio is the fastest way to start building with Gemini, our next generation family of multimodal generative AI models.

aistudio.google.com

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Philip Brohan @brohan.org · Feb 5

And as so often it's not perfect, but it's very promising. Definitely worth looking into.

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Philip Brohan @brohan.org · Feb 5

No.

But since you ask.
I've uploaded a page from "A Collection of Voyages Chiefly in the Southern Atlantick Ocean" books.google.co.uk/books?id=sGx...

And asked Gemini a couple of questions:

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Philip Brohan @brohan.org · Feb 5

I was thinking that maybe in a couple of months there would be an upgrade to Gemini that we should experiment with.

I made insufficient allowance for 'AI time'. An update has come out today -
developers.googleblog.com/en/gemini-2-...

I don't know if it makes any difference.

Gemini 2.0: Flash, Flash-Lite and Pro

The Gemini 2.0 model family is now updated, to include the production-ready Gemini 2.0 Flash, the experimental Gemini 2.0 Pro, and Gemini 2.0 Flash Lite.

developers.googleblog.com

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Philip Brohan @brohan.org · Feb 5

All the code is available at the link, and Gemini's free tier is enough to experiment with.

Go on - give it a try.

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Philip Brohan @brohan.org · Feb 5

" We can say with some confidence that we are better at reading the logs than the original log-keepers were at writing them."

I think we are very close to being able to replace the 'we' with 'AIs'.

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Philip Brohan @brohan.org · Feb 5

oldweather.wordpress.com/2011/03/31/b...

Better than the Defence.

One question I’m asked again and again by people encountering OldWeather for the first time is ‘How accurate are the transcriptions?’. We’ve known for a while that the answe…

oldweather.wordpress.com

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Reposted by Philip Brohan

Ed Hawkins @edhawkins.org · Jan 15

In 2018, @blkahn.bsky.social said that the warming stripes graphic 'belongs in a damn museum', even suggesting that it was 'fit for the Museum of Modern Art' (see gizmodo.com/this-climate...).

Well...

Later this month, they will appear in the Museum of Modern Art: press.moma.org/exhibition/p...

This Climate Visualization Belongs in a Damn Museum

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Philip Brohan @brohan.org · Jan 1

Details: brohan.org/Posters/post...

Storm Darragh drawn with the Shipping Forecast — Philip's Posters

brohan.org

Philip Brohan @brohan.org · Jan 1

Lundy, Fastnet, Irish Sea

In honour of today's #ShippingForecast centenary, here's a weather map of December's #StormDarragh - made out of the associated shipping forecast.

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Reposted by Philip Brohan

Ed Hawkins @edhawkins.org · Dec 30

Congratulations to Prof. Phil Jones (UEA) for receiving an OBE for services to climatology!

Well deserved and long overdue recognition for his efforts over many decades to collate and analyse observational records of climatic changes.

assets.publishing.service.gov.uk/media/676a8b...

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Reposted by Philip Brohan

Ed Hawkins @edhawkins.org · Dec 30

And, amazing to see @lizk40.bsky.social receive an MBE for services to tracking global temperatures. Richly deserved for all her efforts over decades!

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