Exploring ethical considerations in environmental data science amid the rise of large language models. This paper delves into responsible practices and implications for sustainability research. 🌱

A new article from NCEAS sparks a conversation!

👉 doi.org/10.1017/eds.20…

Contribute to the 2nd workshop on causal inference for time series at UAI, this year on July 19 in Barcelona! Deadline for submissions is May 19, less than 10 days to go! Looking forward to another successful event! Details: sites.google.com/view/ci4ts2024… #CI4TS #UAI2024

New study in Arctic Ocean reveals widespread thermohaline staircases impacting heat & nutrient transport. Using automated clustering, researchers track individual layers across profiles, detecting features like splitting & merging. 🌊❄️ #ArcticOcean #StaircaseClusters

Mikhail G.

Hello Everyone! We are glad to be back after a restful break, so watch out for future postings and make sure to follow us on Instagram GSA Geoinformatics and Data Science 😁

#geology #geoinformatics #DataScience

🌧️Unleashing AI's Potential! Dive into our most recent research on Monthly Rainfall Prediction in Benin 🇧🇯. Learn how Artificial Neural Networks can predict monthly rainfall two months in advance.🌧️Arsène AIZANSI Météo Bénin @WASCAL #AI #RainfallPrediction

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Can't make it to #ICLR2024 ? We've got you covered! We are excited to announce that our full workshop on May 11 will be livestreamed - for free! 🎉🤓

For more info on the program & the link to the livestream, check our website: climatechange.ai/events/iclr2024

⚡️ Day 3 of #ClimateInformatics 2024, hosted by The Alan Turing Institute, continued with a lightning talk session featuring Fiona Turner, Leo Edel, Ayush Prasad, Harish Baki, Abhiraami Navaneethanathan, Solomon White, and Peter Manshausen, chaired by Guillamue Couairon!

🎙️ Excellent talks from Elena Fillola, Eliza Duncan, and Paolo Pelucchi in our session 'On Aerosol & Atmospheric Applications,' chaired by Ricardo Barros Lourenço!

⛅️☁️🌧️ You might say we're really reaching for the sky on Day 3 here at #ClimateInformatics 2024, hosted by The Alan Turing Institute!

🔑 No better way to close out Day 3 than a joint keynote from Dr. Amy McGovern and David John Gagne!

🐶 And of course the surprise appearance from Dr. Amy McGovern's furry friend will be a moment to remember here at #ClimateInformatics 2024, hosted by The Alan Turing Institute!

🤔 Thought-provoking points raised by our moderator Viviana Acquaviva and panellists Elizabeth A. Barnes, PhD, David John Gagne, Galen McKinley, and Savannah Thais 👩🏼‍💻 at our panel on Ethics and Explainability.

🛹 Day 3 of #ClimateInformatics 2024, hosted by The Alan Turing Institute, rolls on!

My takeways and a summary 🧵from the Ethics/Explainability panel at #ClimateInformatics :

1. Build models with a focus on user base

2. Consider explainability <-> consistency <-> robustness <-> value and impact

3. Embrace the inherently political role of technology/science

1/n

First of two papers out this month, 'Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks' is now in the Journal of Computational Science:

sciencedirect.com/science/articl…

Work conducted as part of the sasip-climate project!

Great talk. I retain the following statement of Peter Dueben on sea ice modeling and observation: « The truth would be an issue » 😅so true!

The final keynote at #ClimateInformatics 2024!

Dr. Amy McGovern & David John Gagne outline how they are building #trustworthy #AI for weather and climate CBI AI2ES.

Their EDS paper on trustworthy AI (also co-authored by Ann Bostrom & Imme Ebert-Uphoff) is here: doi.org/10.1017/eds.20…

🗨️ Panel discussion 'Perspectives on Practical Reproducibility in Climate Science' featuring Marion Weinzierl, Dominic Orchard, and Alejandro | fosstodon.org/@alejo_coca, chaired by Cassandra Gould van Praag, carries us through the midpoint of #ClimateInformatics 2024, hosted by The Alan Turing Institute!

🤔 How do you poster session?

📈 Over 110 in-person and online attendees connect on HyHyve for the #ClimateInformatics 2024 poster session, hosted by The Alan Turing Institute!

🔑 Finishing out Day 2 of #ClimateInformatics 2024, hosted by The Alan Turing Institute, with Prof. Anima Anandkumar's engaging keynote on 'AI + Science Neural Operators.'

💪 A strong way to end the day!

Big questions being asked in the panel on Ethics and Explainability in Climate AI at #ClimateInformatics 2024

Moderator Viviana Acquaviva talking to panelists Elizabeth A. Barnes, PhD David John Gagne Galen McKinley & Savannah Thais 👩🏼‍💻