Milto Miltiadou
@drmiltiadou.bsky.social
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: https://art-n-maths.github.io/
Loves dancing💃 & improv 🎭
Web: https://art-n-maths.github.io/
Loves dancing💃 & improv 🎭
Pinned
Milto Miltiadou
@drmiltiadou.bsky.social
· May 24
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…
www.sciencedirect.com
Interested in extracting EO 🛰️ time-series at multiple plot regions? @plottosat.bsky.social makes it easy
Follow us for updates, research and news!
Paper: www.sciencedirect.com/science/arti...
Code: #EO #forest #ML #time-series
Tutorial: www.youtube.com/watch?v=ItaZ...
#EO #forest #ML #time-series
Follow us for updates, research and news!
Paper: www.sciencedirect.com/science/arti...
Code: #EO #forest #ML #time-series
Tutorial: www.youtube.com/watch?v=ItaZ...
#EO #forest #ML #time-series
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/...
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
November 15, 2025 at 10:40 AM
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/...
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/...
Reposted by Milto Miltiadou
🌱 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
📅 Date: November 13, 2025
⏰ Time: 9:00 AM – 2:00 PM (EST)
🔗https://event.fourwaves.com/forestsatworkshopseries
November 6, 2025 at 4:50 PM
🌱 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
📅 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...
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...
October 6, 2025 at 11:15 AM
✨ 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...
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...
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...
www.linkedin.com
October 2, 2025 at 11:01 AM
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...
www.linkedin.com/posts/centre...
I highly recommend the webinars by IUFRO 🌍🌲 Check this one out on Linkedin.
www.iufro.org/events/scien...
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
www.iufro.org
September 29, 2025 at 9:48 PM
I highly recommend the webinars by IUFRO 🌍🌲 Check this one out on Linkedin.
www.iufro.org/events/scien...
www.iufro.org/events/scien...
🌲 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.
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.
🌲 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...
📅 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...
September 29, 2025 at 7:58 PM
🌲 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.
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.
🚀 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...
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.
www.jpl.nasa.gov
September 26, 2025 at 8:36 AM
🚀 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...
www.jpl.nasa.gov/news/nasa-is...
Reposted by Milto Miltiadou
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!
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!
September 5, 2025 at 2:29 PM
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!
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!
Reposted by Milto Miltiadou
🌱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...
🔗 Register here: event.fourwaves.com/forestsatwor...
📚 Learn more: carlos-alberto-silva.github.io/silvalab/For...
September 12, 2025 at 6:55 PM
🌱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...
🔗 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...
📅 Date: 13th November
🛠️ Includes a quick intro to Google Earth Engine & Python API
PlotToSat paper: www.sciencedirect.com/science/arti...
🌲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...
🗓️ Dates: October 2025 – April 2026
🌐 Format: Online
🔗 Learn more & register: carlos-alberto-silva.github.io/silvalab/For...
September 10, 2025 at 9:38 AM
🚀 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...
📅 Date: 13th November
🛠️ Includes a quick intro to Google Earth Engine & Python API
PlotToSat paper: www.sciencedirect.com/science/arti...
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...
Website: www.exeter.ac.uk/research/cen...
LinkedIn: www.linkedin.com/company/cent...
Centre for Environmental Intelligence | Centre for Environmental Intelligence | University of Exeter
www.exeter.ac.uk
September 8, 2025 at 1:35 PM
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...
Website: www.exeter.ac.uk/research/cen...
LinkedIn: www.linkedin.com/company/cent...
✨ It is very rewarding to watch MSc presentations! I am proud of my students and excited about their final products, tools, and research! 🎉👏😁
August 20, 2025 at 3:13 PM
✨ 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...
📆 30 July at 4pm BST
Register here: events.teams.microsoft.com/event/b56d42...
July 28, 2025 at 7:34 PM
👋 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...
📆 30 July at 4pm BST
Register here: events.teams.microsoft.com/event/b56d42...
Reposted by Milto Miltiadou
PlotToSat clones keep increasing! 🚀 17 unique clones today — and the day's not even over yet! 😄
July 16, 2025 at 7:02 PM
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)!
PlotToSat @plottosat.bsky.social for multi-region EO time-series extraction: github.com/Art-n-MathS/...
DM for updates (shapefile support & indices)!
July 15, 2025 at 12:19 PM
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)!
PlotToSat @plottosat.bsky.social for multi-region EO time-series extraction: github.com/Art-n-MathS/...
DM for updates (shapefile support & indices)!
Reposted by Milto Miltiadou
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
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.
www.exeter.ac.uk
July 6, 2025 at 11:30 AM
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
www.exeter.ac.uk/stu...
2/2
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.
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.
July 10, 2025 at 10:24 AM
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.
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.
Reposted by Milto Miltiadou
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...
@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
July 4, 2025 at 9:54 AM
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...
@gsiexeter.bsky.social
news.exeter.ac.uk/faculty-of-e...
🌍 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.
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.
June 28, 2025 at 8:20 AM
🌱 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...
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...
Award details | Funding and scholarships for students | University of Exeter
www.exeter.ac.uk
June 25, 2025 at 7:55 PM
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...
www.sciencedirect.com/science/arti...
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…
www.sciencedirect.com
June 25, 2025 at 8:36 AM
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...
www.sciencedirect.com/science/arti...
Proud to be affiliated with the University of Exeter! 😊
We’re delighted to be able to share some exciting news: We’ve climbed 14 places in the QS World University Rankings 2026, and we’re now ranked 155th globally. This achievement reflects the growing strength of our global reputation as one of the world’s top universities. news.exeter.ac.uk/to...
1/4
1/4
June 23, 2025 at 8:54 PM
Proud to be affiliated with the University of Exeter! 😊
I recommend this #job opportunity, Professor in Application Machine Learning, in Austria.
www.fhstp.ac.at/en/job-openi...
www.fhstp.ac.at/en/job-openi...
Professur Applied Machine Learning (m/f/d) (30-40h)
Curriculum, costs & scholarships, career opportunities, studying in St. Pölten and much more.
www.fhstp.ac.at
June 23, 2025 at 2:45 PM
I recommend this #job opportunity, Professor in Application Machine Learning, in Austria.
www.fhstp.ac.at/en/job-openi...
www.fhstp.ac.at/en/job-openi...
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
June 21, 2025 at 2:06 PM
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