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Milto Miltiadou

@drmiltiadou.bsky.social
437 followers 250 following 57 posts

Lecturer in Computer Science at University of Exeter interested in Earth Observation 🛰️ for Forest 🌲 ecology -#EO #AI #LiDAR #time-series #Forest Developer of DASOS & PloToSat Web: miltomiltiadou.github.io Loves dancing💃 & improv 🎭

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Milto Miltiadou @drmiltiadou.bsky.social · 26/06/2026
🚀 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
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Milto Miltiadou @drmiltiadou.bsky.social · 11/06/2026
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/
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Milto Miltiadou @drmiltiadou.bsky.social · 13/03/2026
🌍✨ 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
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ForestSAT @forestsat.bsky.social · 03/03/2026
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...
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PlotToSat @plottosat.bsky.social · 25/02/2026
Traffic on PlotToSat’s GitHub repository over the last 14 days: - 67 clones (42 unique) - 381 views (185 unique) Great to see growing interest! 😀😁😄😁😆
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PlotToSat @plottosat.bsky.social · 24/02/2026
📢 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
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PlotToSat @plottosat.bsky.social · 17/02/2026
Counting 227 Github clones since May! 🎉 Link: github.com/Art-n-MathS/...
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PlotToSat @plottosat.bsky.social · 16/02/2026
📢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.com
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...
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PlotToSat @plottosat.bsky.social · 11/02/2026
✨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/...
github.com
Art-n-MathS PlotToSat · Discussions
Explore the GitHub Discussions forum for Art-n-MathS PlotToSat. Discuss code, ask questions & collaborate with the developer community.
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Milto Miltiadou @drmiltiadou.bsky.social · 11/02/2026
✨ 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.
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Milto Miltiadou @drmiltiadou.bsky.social · 23/01/2026
📢 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...
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Milto Miltiadou @drmiltiadou.bsky.social · 15/11/2025
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.com
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...
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ForestSAT @forestsat.bsky.social · 06/11/2025
🌱 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
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Milto Miltiadou @drmiltiadou.bsky.social · 06/10/2025
✨ 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...
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Milto Miltiadou @drmiltiadou.bsky.social · 02/10/2025
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...
linkedin.com
#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...
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Milto Miltiadou @drmiltiadou.bsky.social · 29/09/2025
I highly recommend the webinars by IUFRO 🌍🌲 Check this one out on Linkedin. www.iufro.org/events/scien...
iufro.org
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
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Milto Miltiadou @drmiltiadou.bsky.social · 29/09/2025
🌲 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.
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Milto Miltiadou @drmiltiadou.bsky.social · 26/09/2025
🚀 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...
jpl.nasa.gov
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.
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Tommaso Jucker @tommaso-jucker.bsky.social · 05/09/2025
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!
Global distribution of forest landscapes covered by airborne LiDAR
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ForestSAT @forestsat.bsky.social · 12/09/2025
🌱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...
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Milto Miltiadou @drmiltiadou.bsky.social · 10/09/2025
🚀 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...
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Milto Miltiadou @drmiltiadou.bsky.social · 08/09/2025
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...
exeter.ac.uk
Centre for Environmental Intelligence | Centre for Environmental Intelligence | University of Exeter
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Milto Miltiadou @drmiltiadou.bsky.social · 20/08/2025
✨ It is very rewarding to watch MSc presentations! I am proud of my students and excited about their final products, tools, and research! 🎉👏😁
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Milto Miltiadou @drmiltiadou.bsky.social · 28/07/2025
👋 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...
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PlotToSat @plottosat.bsky.social · 16/07/2025
PlotToSat clones keep increasing! 🚀 17 unique clones today — and the day's not even over yet! 😄
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Milto Miltiadou @drmiltiadou.bsky.social · 15/07/2025
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)!
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University of Exeter @exeter.ac.uk · 06/07/2025
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
exeter.ac.uk
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.
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Milto Miltiadou @drmiltiadou.bsky.social · 10/07/2025
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.
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University of Exeter News @uniofexeternews.bsky.social · 04/07/2025
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...
news.exeter.ac.uk
‘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...
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Milto Miltiadou @drmiltiadou.bsky.social · 28/06/2025
🌍 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.
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Milto Miltiadou @drmiltiadou.bsky.social · 25/06/2025
Only a few days left to apply! if you are at #LPS25 poke me to discuss this #PhD opportunity!
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Milto Miltiadou @drmiltiadou.bsky.social · 25/06/2025
If you are interested in learning more about efficient scalable ways of extracting time series, come to Poster P43 today Wed at #LSP25 and learn more about the open source tool PlotToSat. www.sciencedirect.com/science/arti...
sciencedirect.com
PlotToSat: A tool for generating time-series signatures from Sentinel-1 and Sentinel-2 at field-based plots for machine learning applications
PlotToSat offers a practical and time efficient way to the challenge of extracting time-series from multiple Earth Observation (EO) datasets at numero…
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Milto Miltiadou @drmiltiadou.bsky.social · 23/06/2025
Proud to be affiliated with the University of Exeter! 😊
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Milto Miltiadou @drmiltiadou.bsky.social · 23/06/2025
I recommend this #job opportunity, Professor in Application Machine Learning, in Austria. www.fhstp.ac.at/en/job-openi...
fhstp.ac.at
Professur Applied Machine Learning (m/f/d) (30-40h)
Curriculum, costs & scholarships, career opportunities, studying in St. Pölten and much more.
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Milto Miltiadou @drmiltiadou.bsky.social · 23/06/2025
The first BIOMASS image! Happening now at Living Planet Symposium #LPS25 😁
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Milto Miltiadou @drmiltiadou.bsky.social · 21/06/2025
On my way to Living Planet Symposium #LPS25! Looking forward to meeting many of you in Vienna. Please reach out if you would like to learn more about @plottosat.bsky.social
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Milto Miltiadou @drmiltiadou.bsky.social · 21/06/2025
🌍 Just ended the 3rd ML4EO conference at @uniofexeternews.bsky.social! ~140 registrations from industry, NGOs, academia. ~ Great keynotes, talks & discussion on ML + Earth Observation. Huge thanks to all who made it happen—see you next year! #ML4EO #AI4Earth
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Dr Hayley Evers-King @hayleyeversking.bsky.social · 16/06/2025
Join us on sunday @esa.int #LivingPlanetSymposium where we'll showcase how to access and work with data like this from @eumetsat.int @osi-saf.eumetsat.int and @copernicusmarine.bsky.social towards the @unoceandecade.bsky.social #UNOceanDecade challenges! Sunday 22nd June 1700-1820 in Room 1.61/1.62
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Tommaso Jucker @tommaso-jucker.bsky.social · 14/06/2025
So proud of Beibei Zhang for leading this paper in @newphyt.bsky.social showing how soils & topography shape variation in canopy dynamics across tropical forest landscapes 🌳🔃🌐 Link to 📃: nph.onlinelibrary.wiley.com/doi/10.1111/... A short 🧵
nph.onlinelibrary.wiley.com
Soils and topography drive large and predictable shifts in canopy dynamics across tropical forest landscapes
Tropical forests can vary enormously in their 3D structure and dynamics across surprisingly small spatial scales. However, the drivers that underpin this local-scale variation in forest structure an.....
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Milto Miltiadou @drmiltiadou.bsky.social · 10/06/2025
#job #postdoc opportunity
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Milto Miltiadou @drmiltiadou.bsky.social · 09/06/2025
Only two days left to register for the Machine Learning for Earth Observation (ML4EO) Conference, taking place at Streatham Campus, University of Exeter, UK! We look forward to welcoming you to Exeter - Deadline 11th of June -
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Milto Miltiadou @drmiltiadou.bsky.social · 05/06/2025
🌱 Interested in a multidisciplinary #PhD in Computer Science @uniofexeternews.bsky.social? If you love independent learning in #CS, and want to explore #forest ecology + Earth Observation #EO check this out! With myself, @tommaso-jucker.bsky.social & Sareh Rowlands www.exeter.ac.uk/study/fundin...
exeter.ac.uk
Award details | Funding and scholarships for students | University of Exeter
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Owen Boswarva @owenboswarva.bsky.social · 30/05/2025
Tree Species Map England www.data.gov.uk/dataset/0535... new distribution map of common tree species in England using optical satellite remote sensing data, from @forestresearchuk.bsky.social‬ #biodiversity #ml #remotesensing #geospatial #opendata 🌳🌲
The England species map was created using satellite remote sensing data (Sentinel-2) and machine learning to classify common tree species in England. The model was trained to distinguish 35 common tree species, with minority species grouped into "Other broadleaf" or "Other conifer" classes for better classification performance. The final product comprises a species classification and confidence raster output.
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Milto Miltiadou @drmiltiadou.bsky.social · 30/05/2025
I finally figured out how to track GitHub clones of PlotToSat (github.com/Art-n-MathS/...)! 🥳🙌🎉 Check it out if you are interested in getting time-series of Sentinel-1/2 at multiple plot regions. :D
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Milto Miltiadou @drmiltiadou.bsky.social · 30/05/2025
🚨 Call for Prospective MSCA Postdoctoral Fellows! 🌍🌲 Are you interested in AI-based forest applications that use EO🛰️ data (time-series, LiDAR, SAR)? Send me your CV to arrange a 1-1 meeting and explore projects. Related projects: art-n-maths.github.io/Projects1.html #MSCA #Postdoc #EO
art-n-maths.github.io
Projects - Dr Milto Miltiadou
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Milto Miltiadou @drmiltiadou.bsky.social · 30/05/2025
#postdoc opportunity
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Milto Miltiadou @drmiltiadou.bsky.social · 27/05/2025
🚀 The Machine Learning for Earth Observation (#ML4EO) conference is approaching (June 18–20). Registration closes on June 11! Limited student grants available. 5 Keynotes: ml4eo.org/keynotes 2 Workshops: ml4eo.org/workshops Many high quality presentations! Full Schedule: ml4eo.org/programme #ML #EO
ml4eo.org
ml4eo 2025
18-20 June 2025 University of Exeter Register for the conference Register for the conference workshops
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Tommaso Jucker @tommaso-jucker.bsky.social · 26/05/2025
#oneforjournalclub Really nice example of combining TLS and tree ring records to characterise how crown architecture and canopy structure shape long-term tree growth strategies www.sciencedirect.com/science/arti...
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Milto Miltiadou @drmiltiadou.bsky.social · 26/05/2025
#phd #postdoc opportunities
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PlotToSat @plottosat.bsky.social · 24/05/2025
This tutorial will guide you through the core functionalities of PlotToSat. It will help you quickly extract Sentinel-1 🛰️ and Sentinel-2 🛰️ time series at multiple plot regions. The centres of the plots are defined in an input .csv file. #EO #ML #time-series #forests 🌲 @drmiltiadou.bsky.social
youtube.com
PlotToSat :)
YouTube video by Milto Miltiadou
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