🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

🔎Have a look at the ScaDS.AI Summer School 2024 speakers in the field of Earth and Environmental Sciences and AI. We are pleased to welcome: Prof. Jonathan Bedford, Lily-belle Sweet, Josefine Umlauft, Dr. Christopher W. Johnson and Dr. Willy Schimmel. 👉scads.ai/education/summ…

#EGU24 - both processing and recovering may take a while, but what an amazing week this has been! Thanks a million to all contributors to our crowded session on Environmental Seismology, the fruitful exchange and discussions and overall all the amazing people in our community! ❤️

#AwesomeSpectralIndices v0.6.0 has been released! 🛰️🌿 🆕 Novel SWIR-enhanced NIRv indices 🌳 🆕 Ocean indices: oil spill, algae, plastic 🌊 📜 Paper: nature.com/articles/s4159… 📒 Catalog: github.com/awesome-spectr… #RemoteSensing #EOchat #GISchat

Francesco Martinuzzi and I have updated #spyndex, #spectral, and #SpectralIndices.jl so now you have the new spectral indices in #Python, #JuliaLang and the #GEE Code Editor! 😉 🐍 Python: github.com/awesome-spectr… 🟣 Julia: github.com/awesome-spectr… 🌍 GEE: github.com/awesome-spectr…

We also have a nice paper coming out for SpectralIndices.jl, be sure to check the github page in the next weeks for some updates!

And another day with a great workshop on #AwesomeSpectralIndices here in Tartu 🇪🇪 #FOSS4GE2024! 🥳 Thank you very much to all participants for the nice time and the insightful discussion! Francesco Martinuzzi @Rsc4Earth iDiv Biodiversity Research UNIVERSITÄT LEIPZIG @GoogleDevEurope

Very thankful to have been given the opportunity to showcase SpectralIndices.jl in the ASI workshop at FOSS4G Europe! 🎉 Tomorrow I will present the library in depth, with some more discussion about its potential applications to machine learning: isprs-archives.copernicus.org/articles/XLVII…

🔥New preprint🔥 "A Sensitivity Analysis of Cellular Automata and Heterogeneous Topology Networks: Partially-Local CA and Homogeneous Homogeneous RBNs" arxiv.org/abs/2407.18017 led by TomEivindGlover, with Ruben Jahren, Francesco Martinuzzi, P. Lind and myself

New #EGUhighlights: Cautionary remarks on the planetary boundary visualisation doi.org/10.5194/esd-15…

🔥New paper🔥 A sensitivity analysis of cellular automata and heterogeneous topology networks: partially-local CA and homogeneous homogeneous random boolean networks tandfonline.com/doi/full/10.10… Led by TomEivindGlover , w/ Ruben Jahren, Francesco Martinuzzi, P. Lind & me Høgskolen i Østfold

To get 2 reviewers per paper at Environmental Data Science, I have to invite >20. Meanwhile, I get daily review requests I have to decline—already committed to project and tenure reviews + journal duties. So I can't blame anyone, but how do we fix this unsustainable system??? #PeerReview

Hey there 👋 Want to do a Phd with me? Apply: it-u.at/en/study-progr…

🌳On Wednesday, the 3rd annual Topic Area Meeting of the Earth and Environmental Sciences @ScaDS_AI took place. With great success! 🌍Throughout the day, more than 30 participants discussed their research across environmental sensor types, scales and ML architectures. #AppliedAI

Generating cat videos is nice, but what if you could tackle real scientific problems with the same methods? 🧪🌌 Introducing The Well: 16 datasets (15TB) for Machine Learning, from astrophysics to fluid dynamics and biology. 🐙: github.com/PolymathicAI/t… 📜: openreview.net/pdf?id=00Sx577…

🚀 Call for Papers 🚀 Special Session: Reservoir Computing in the Deep Learning Era: Theory, Models, Applications, and Hardware 📍 IJCNN 2025 | 30 June - 5 July 2025 | Rome, Italy 🔗 lnkd.in/da9pMn-S 📅 Submission Deadline: January 30, 2025 (extended)

New article: Earth System Data Cubes: Avenues for advancing Earth system research 👉 bit.ly/40CAVAP David Montero Loaiza, Miguel Mahecha, Guido Kraemer, Anca Anghelea, Felix Cremer, Chaonan Ji, Teja Kattenborn, Laura Martínez Ferrer, Francesco Martinuzzi, Maximilian Söchting, khalil teber #AI #datacubes

🚨 New paper out in Nature Communications We review how #AI is transforming modeling & understanding extreme weather & climate events like floods, heatwaves, and wildfires📷 🔗Read it! isp-uv.short.gy/AIforExtremeEv…

⭕️ This week ScaDS.AI. Our scientists (and their green colleagues🍃) are moving up. In recent years, ScaDS.AI has grown rapidly. With the additional space on the 5th floor, our center in Leipzig has now more than doubled in size. This week the move was mostly completed. #RoomToGrow

Can time series #FoundationModels like Chronos zero-shot generalize to unseen #DynamicalSystems (DS)? No, they cannot. But *DynaMix* can, the first FM based on principles of DS reconstruction, capturing the long-term evolution of out-of-domain DS: arxiv.org/pdf/2505.13192… (1/6)

New blog post: How chaotic is chaos? How some AI for Science / SciML papers are overstating accuracy claims. stochasticlifestyle.com/how-chaotic-is… #julialang #sciml #chaos #ergodic #ai4science