🚀 Great to deliver the #PlotToSat workshop at #ML4EO! We also introduced the new spectral indices support for the first time. Thanks to the 18 workshop participants for the excellent discussions and feedback. 📖 Slides and code: github.com/MiltoMiltiad... 👉 Keep the date, 5th ML4EO: 14-16 June, 2027

Only 10 days to go until we welcome 120+ participants from 18 countries to the 4th ML4EO! Schedule: ml4eo.org/programme/ Late Registration: ml4eo.org/registration/

🌍✨ EUMETSAT – Gold Sponsor for ML4EO 2026! ✨🌍 A huge thank you to EUMETSAT for sponsoring our mission! 📅 22-24 June 2026 📍 Streatham Campus, University of Exeter 📝 Abstract Submission (lnkd.in/gS6C5xzC) and Registration (lnkd.in/eeWU8kGw) are open. @eumetsat.int #EO #ML #ML4EO

The ForestSAT2026 team representing at the SESAF Annual Meeting! 📢 Registrations are now open for ForestSAT 2026! Don’t miss the deadline for presenters and Early Bird registration — March 5, 2026. carlos-alberto-silva.github.io/silvalab/For...

Traffic on PlotToSat’s GitHub repository over the last 14 days: - 67 clones (42 unique) - 381 views (185 unique) Great to see growing interest! 😀😁😄😁😆

📢 We're holding a workshop on PlotToSat at the 4th Machine Learning for Earth Observation (ML4EO) conference! Abstract submission (ml4eo.org/call-for-abs...) and registration (ml4eo.org/registration/) are open. Limited early bird tickets available! @drmiltiadou.bsky.social #timeseries #eo #ml

Counting 227 Github clones since May! 🎉 Link: github.com/Art-n-MathS/...

📢PlotToSAT on-site workshop at ForestSAT conference (@forestsat.bsky.social)! Includes demonstration of new feature of extracting time-series at multiple regions defined in .shp & GEE intro. Check the details here: carlos-alberto-silva.github.io/silvalab/For... Github: github.com/Art-n-MathS/...

GitHub - Art-n-MathS/PlotToSat: PlotToSat can extract time-series from Sentinel-1 and Sentinel-2 at multiple to thousands of plots (circular regions)

PlotToSat can extract time-series from Sentinel-1 and Sentinel-2 at multiple to thousands of plots (circular regions) - GitHub - Art-n-MathS/PlotToSat: PlotToSat can extract time-series from Senti...

github.com

✨We have just enabled GitHub Discussion for PlotToSat ✨ 💡GitHub Discussions is a space where anyone can ask questions, share ideas, suggest improvements 🛠️ 🤝 Community input is what turns a good tool into a great one! Join the discussion here 👉 github.com/Art-n-MathS/...

Art-n-MathS PlotToSat · Discussions

Explore the GitHub Discussions forum for Art-n-MathS PlotToSat. Discuss code, ask questions & collaborate with the developer community.

github.com

✨ Abstract submission now open for the 4th Machine Learning for Earth Observation (#ML4EO) 2026. 📍 University of Exeter UK 📅 22–24 June 📝 Submit by 31 March 👉 ml4eo.org/call-for-abs... ML4EO brings together academic & industry experts in machine learning, remote sensing, and geospatial analysis.

📢 Abstract submission for the 4th Machine Learning for Earth Observation conference is open! Deadline 31st of March. More info: ml4eo.org/call-for-abs... Limited early bird registrations available at: ml4eo.org/call-for-abs...

PlotToSat has been cloned 158 times since May 20th, 2025!! :D Downloads are not counted, so the number shall be much higher. You may download PlotToSat and start extracting time-series of Sentinel-1 and Sentinel-2 quickly on the Google Earth Engine cloud: github.com/Art-n-MathS/...

GitHub - Art-n-MathS/PlotToSat: PlotToSat can extract time-series from Sentinel-1 and Sentinel-2 at multiple to thousands of plots (circular regions)

PlotToSat can extract time-series from Sentinel-1 and Sentinel-2 at multiple to thousands of plots (circular regions) - GitHub - Art-n-MathS/PlotToSat: PlotToSat can extract time-series from Senti...

github.com

🌱 Upcoming Workshop: PlotToSat: Extraction of Sentinel-1 and Sentinel-2 time-series at multiple regions 🌱 📅 Date: November 13, 2025 ⏰ Time: 9:00 AM – 2:00 PM (EST) 🔗https://event.fourwaves.com/forestsatworkshopseries

✨ It was a nice surprise to see PlotToSat featured in the Environmental Intelligence Network Newsletter today! Grateful for the recognition and excited to see growing interest in using #time-series #EO satellite to better understand our environment. 🌍🛰 Paper: www.sciencedirect.com/science/arti...

Save the date for the 4th Machine Learning for Earth Observation (ML4EO) confererence: 📅 22–24 June 2026 at Streatham Campus, University of Exeter. www.linkedin.com/posts/centre...

#ml4eo #environmentalintelligence #ai #earthobservation #remotesensing #sustainability #eiconference | Centre for Environmental Intelligence

🌍 SAVE THE DATE FOR ML4EO 2026 One of the core research themes of the Centre for Environmental Intelligence is Machine Learning for Earth Observation (ML4EO) - using AI and ML to turn Earth Observati...

linkedin.com

I highly recommend the webinars by IUFRO 🌍🌲 Check this one out on Linkedin. www.iufro.org/events/scien...

Scientific Seminar: Strengthening the Forest-Health-Nexus - Examples from Europe

Wednesday, 8 October 2025, 9:00-10:30 AM CESTEngagement with nature-based activities not only promotes health and physical activity but also improves

iufro.org

🌲 Excited to be one of the instructors for the ForestSAT 2026 pre-conference workshops! Interested in #EO time series extraction across multiple plot regions? I will be presenting #PlotToSat, a tool designed to streamline this process, along with an intro to #GEE for efficient large-scale analysis.

ForestSAT@forestsat.bsky.social · 11mo ago

🌲 Join us at ForestSAT 2026! 🌍 📅 May 4–8, 2026 | Hybrid – Attend in-person or online 📧 Questions? Reach out at ForestSAT2026@ifas.ufl.edu Discover the benefits of attending: carlos-alberto-silva.github.io/silvalab/For...

🚀 The NISAR mission has captured its first radar images of Earth 🌍, showcasing its potential to track forest ecosystems, crops, and land changes globally. Looking forward to exploring this powerful dataset in future projects! www.jpl.nasa.gov/news/nasa-is...

NASA-ISRO Satellite Sends First Radar Images of Earth’s Surface

Preliminary images from the most powerful Earth radar satellite ever launched offer a tantalizing glimpse of the science the mission will be able to deliver.

jpl.nasa.gov

Only a pre-print for now, but after 4 years of hard work I couldn't resist sharing this! The Global Canopy Atlas: analysis-ready maps of 3D structure for the world's woody ecosystems 📜: doi.org/10.1101/2025... Huge team effort led by the brilliant Fabian Fischer!

🌱We are excited to announce a specialized workshop on PlotToSat: Extraction of Sentinel-1 and Sentinel-2 Time-Series at Multiple Regions, led by Dr. Milto Miltiadou. 🔗 Register here: event.fourwaves.com/forestsatwor... 📚 Learn more: carlos-alberto-silva.github.io/silvalab/For...

🚀 Excited that I will be delivering a workshop on "Extracting Sentinel-1 & Sentinel-2 time-series with PlotToSat" hosted by the ForestSAT association! 🌍🌲 📅 Date: 13th November 🛠️ Includes a quick intro to Google Earth Engine & Python API PlotToSat paper: www.sciencedirect.com/science/arti...

ForestSAT@forestsat.bsky.social · 12mo ago

🌲Join the ForestSAT 2026 Pre-Conference Virtual Workshop Series! 🗓️ Dates: October 2025 – April 2026 🌐 Format: Online 🔗 Learn more & register: carlos-alberto-silva.github.io/silvalab/For...

Honoured to step into the role of Academic Lead for the Centre for Environmental Intelligence! Excited to collaborate with the brilliant scientists involved and foster impactful partnerships. Website: www.exeter.ac.uk/research/cen... LinkedIn: www.linkedin.com/company/cent...

Centre for Environmental Intelligence | Centre for Environmental Intelligence | University of Exeter

exeter.ac.uk

✨ It is very rewarding to watch MSc presentations! I am proud of my students and excited about their final products, tools, and research! 🎉👏😁

👋 Webinar on "AI on the World Stage: Comparative Legal Insights from the US, EU, UK & Africa"! They will unpack what AI compliance and risk really look like – from the EU AI Act to IP and employment implications. 📆 30 July at 4pm BST Register here: events.teams.microsoft.com/event/b56d42...

PlotToSat clones keep increasing! 🚀 17 unique clones today — and the day's not even over yet! 😄

Great to attend the "GW4 AI, Climate, Adaptation & Net Zero" Workshop at @UniofBath — inspiring talks & great organisation! PlotToSat @plottosat.bsky.social for multi-region EO time-series extraction: github.com/Art-n-MathS/... DM for updates (shapefile support & indices)!

If you didn’t quite get the grades you were expecting, don’t worry – we have some places available in clearing, so please take a look at our website to find out more and to apply. www.exeter.ac.uk/stu... 2/2

Clearing 2025 | Find Your Place at the University of Exeter

Find your place at the University of Exeter, a top Russell Group university, in Clearing 2025. Explore your options and sign up for exclusive updates.

exeter.ac.uk

Reminder: Your CV is not a cover letter. Just saw 2 applicants submit their CV as the cover letter and both were instantly disqualified. Don't let a simple mistake cost you the opportunity.

Almost 200 of the delegates at this week's Global Tipping Points Conference in Exeter endorsed a statement calling for world leaders to take “immediate, unprecedented action” to prevent devastating #climate tipping points. @gsiexeter.bsky.social news.exeter.ac.uk/faculty-of-e...

‘Tipping points’ experts issue urgent message to world leaders

World leaders must take “immediate, unprecedented action” to prevent devastating climate tipping points, experts say. The Global Tipping Points Conference is taking place in Exeter this week, and almo...

news.exeter.ac.uk

🌍 Wrapping up Living Planet Symposium #LPS2025 in Vienna! It was a nice reconnecting with so many familiar faces; colleagues, collaborators, and friends from over the years. And it's just as exciting to meet new people. Grateful to #ESA – European Space Agency for organizing this inspiring event.