PlotToSat
@plottosat.bsky.social
Easing extraction of EO 🛰️ time-series at multiple regions!
Code: https://github.com/Art-n-MathS/PlotToSat
Paper: https://www.sciencedirect.com/science/article/pii/S1364815225000799
@drmiltiadou.bsky.social @emilyrlines.bsky.social
Exeter and Cambridge
Code: https://github.com/Art-n-MathS/PlotToSat
Paper: https://www.sciencedirect.com/science/article/pii/S1364815225000799
@drmiltiadou.bsky.social @emilyrlines.bsky.social
Exeter and Cambridge
Pinned
PlotToSat
@plottosat.bsky.social
· May 24
PlotToSat :)
YouTube video by Milto Miltiadou
www.youtube.com
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
#EO #ML #time-series #forests 🌲
@drmiltiadou.bsky.social
Reposted by PlotToSat
🌱 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
Reposted by PlotToSat
✨ 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...
🚀 Excited that ForestSAT will be hosting a workshop on "Extracting Sentinel-1 & Sentinel-2 time-series with PlotToSat" delivered by @drmiltiadou.bsky.social ! 🌍🌲
📅 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 9:40 AM
🚀 Excited that ForestSAT will be hosting a workshop on "Extracting Sentinel-1 & Sentinel-2 time-series with PlotToSat" delivered by @drmiltiadou.bsky.social ! 🌍🌲
📅 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...
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! 😄
Reposted by PlotToSat
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 PlotToSat
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
Just started tracking daily unique clones of PlotToSat — 7 in the last 14 days! 🚀 Not bad for a start. :D
May 30, 2025 at 5:34 PM
Just started tracking daily unique clones of PlotToSat — 7 in the last 14 days! 🚀 Not bad for a start. :D
Application of PlotToSat on correlating JULES vegetation/soil carbon and net primary productivity at UK Greenbelts will be presented at ML4EO conference!
Contact @drmiltiadou.bsky.social to arrange meeting on side if you need help to start using PlotToSat. :)
Contact @drmiltiadou.bsky.social to arrange meeting on side if you need help to start using PlotToSat. :)
🚀 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
5 Keynotes: ml4eo.org/keynotes
2 Workshops: ml4eo.org/workshops
Many high quality presentations!
Full Schedule: ml4eo.org/programme
#ML #EO
ml4eo 2025
18-20 June 2025
University of Exeter
Register for the conference
Register for the conference workshops
ml4eo.org
May 27, 2025 at 11:44 AM
Application of PlotToSat on correlating JULES vegetation/soil carbon and net primary productivity at UK Greenbelts will be presented at ML4EO conference!
Contact @drmiltiadou.bsky.social to arrange meeting on side if you need help to start using PlotToSat. :)
Contact @drmiltiadou.bsky.social to arrange meeting on side if you need help to start using PlotToSat. :)
Reposted by PlotToSat
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: 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
May 24, 2025 at 6:34 PM
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
Reposted by PlotToSat
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
#EO #ML #time-series #forests 🌲
@drmiltiadou.bsky.social
PlotToSat :)
YouTube video by Milto Miltiadou
www.youtube.com
May 24, 2025 at 6:46 PM
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
#EO #ML #time-series #forests 🌲
@drmiltiadou.bsky.social
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
#EO #ML #time-series #forests 🌲
@drmiltiadou.bsky.social
PlotToSat :)
YouTube video by Milto Miltiadou
www.youtube.com
May 24, 2025 at 6:46 PM
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
#EO #ML #time-series #forests 🌲
@drmiltiadou.bsky.social