Join Prof. Demir #GRSS webinar "From Efficient Foundation Models to AI Agents for Foundation Model Recommendation to Advance Earth Observation"
🗓️ 16 Oct 2025
🕚 8 AM ET (UTC-5)
t1p.de/phlg5
#EarthObservation #EarthObs #BigDataFromSpace #AI4EO #images #GIS #GISchat #geospatial #geography #geosky
🗓️ 16 Oct 2025
🕚 8 AM ET (UTC-5)
t1p.de/phlg5
#EarthObservation #EarthObs #BigDataFromSpace #AI4EO #images #GIS #GISchat #geospatial #geography #geosky
Welcome! You are invited to join a webinar: From Efficient Foundation Models to AI Agents for Foundation Model Recommendation to Advance Earth Observation. After registering, you will receive a confir...
by Begüm Demir
Technische Universität Berlin
Prof. Demir will share her team’s recent advances in foundation models for Earth observation (EO). She will highlight their EO Foundation Model Database, ...
t1p.de
October 11, 2025 at 2:52 PM
Join Prof. Demir #GRSS webinar "From Efficient Foundation Models to AI Agents for Foundation Model Recommendation to Advance Earth Observation"
🗓️ 16 Oct 2025
🕚 8 AM ET (UTC-5)
t1p.de/phlg5
#EarthObservation #EarthObs #BigDataFromSpace #AI4EO #images #GIS #GISchat #geospatial #geography #geosky
🗓️ 16 Oct 2025
🕚 8 AM ET (UTC-5)
t1p.de/phlg5
#EarthObservation #EarthObs #BigDataFromSpace #AI4EO #images #GIS #GISchat #geospatial #geography #geosky
On Sep 25, 2025 Prof. Begüm Demir will deliver a keynote lecture at the GAIA 2025 Symposium: "From Efficient Foundation Models to AI Agents for Foundation Model Recommendations to Advance Earth Observation"
gaia.insait.ai
#earthobservation(s) #earthobs #remotesensing #AI4EO #GISchat
gaia.insait.ai
#earthobservation(s) #earthobs #remotesensing #AI4EO #GISchat
GAIA Symposium 2025
Geospatial AI and Applications with Foundation Models (GAIA) Symposium 2025 | 24-25 September 2024, Sofia, Bulgaria
gaia.insait.ai
September 24, 2025 at 7:41 AM
On Sep 25, 2025 Prof. Begüm Demir will deliver a keynote lecture at the GAIA 2025 Symposium: "From Efficient Foundation Models to AI Agents for Foundation Model Recommendations to Advance Earth Observation"
gaia.insait.ai
#earthobservation(s) #earthobs #remotesensing #AI4EO #GISchat
gaia.insait.ai
#earthobservation(s) #earthobs #remotesensing #AI4EO #GISchat
⏳Just 1 week to go!
On Sept 25 at the #AI4EO Workshop in Bonn, our colleague #CarstenMeyer will present the WEED toolbox, an #open-source #EO solution for scalable #ecosystem mapping & monitoring.🌿
👉 Workshop details: ml4earth.de/workshop_2025/
#Ecosystems #EarthObservation #FAIRdata #biodiversity
On Sept 25 at the #AI4EO Workshop in Bonn, our colleague #CarstenMeyer will present the WEED toolbox, an #open-source #EO solution for scalable #ecosystem mapping & monitoring.🌿
👉 Workshop details: ml4earth.de/workshop_2025/
#Ecosystems #EarthObservation #FAIRdata #biodiversity
Workshop 2025 – ML4
ml4earth.de
September 16, 2025 at 10:14 AM
⏳Just 1 week to go!
On Sept 25 at the #AI4EO Workshop in Bonn, our colleague #CarstenMeyer will present the WEED toolbox, an #open-source #EO solution for scalable #ecosystem mapping & monitoring.🌿
👉 Workshop details: ml4earth.de/workshop_2025/
#Ecosystems #EarthObservation #FAIRdata #biodiversity
On Sept 25 at the #AI4EO Workshop in Bonn, our colleague #CarstenMeyer will present the WEED toolbox, an #open-source #EO solution for scalable #ecosystem mapping & monitoring.🌿
👉 Workshop details: ml4earth.de/workshop_2025/
#Ecosystems #EarthObservation #FAIRdata #biodiversity
Breaking news from #AI4EO symposium: cows confirmed as extraterrestrial beings. 👽 #CowsFromSpace
More information to come.
More information to come.
September 12, 2025 at 8:11 AM
Breaking news from #AI4EO symposium: cows confirmed as extraterrestrial beings. 👽 #CowsFromSpace
More information to come.
More information to come.
Prof. Xiaoxiang Zhu is Chair Professor for Data Science in Earth Observation at TUM (Technical University of Munich, Germany). She directs the national ML4Earth center, the AI4EO international lab, and is a Director at the Munich Data Science Institute.
August 30, 2025 at 3:22 PM
Prof. Xiaoxiang Zhu is Chair Professor for Data Science in Earth Observation at TUM (Technical University of Munich, Germany). She directs the national ML4Earth center, the AI4EO international lab, and is a Director at the Munich Data Science Institute.
🔔Join us on 24–25 Sept 2025 in Bonn at the #AI4EO workshop.
We’ll present the WEEDynamics toolbox, an #open-source, #cloud-based solution for scalable #ecosystem mapping & monitoring!
🔗https://ml4earth.de/workshop_2025/
#EcosystemMapping #FAIRdata #EcosystemAccouning #RemoteSensing #Biodiversity
We’ll present the WEEDynamics toolbox, an #open-source, #cloud-based solution for scalable #ecosystem mapping & monitoring!
🔗https://ml4earth.de/workshop_2025/
#EcosystemMapping #FAIRdata #EcosystemAccouning #RemoteSensing #Biodiversity
August 19, 2025 at 1:47 PM
🔔Join us on 24–25 Sept 2025 in Bonn at the #AI4EO workshop.
We’ll present the WEEDynamics toolbox, an #open-source, #cloud-based solution for scalable #ecosystem mapping & monitoring!
🔗https://ml4earth.de/workshop_2025/
#EcosystemMapping #FAIRdata #EcosystemAccouning #RemoteSensing #Biodiversity
We’ll present the WEEDynamics toolbox, an #open-source, #cloud-based solution for scalable #ecosystem mapping & monitoring!
🔗https://ml4earth.de/workshop_2025/
#EcosystemMapping #FAIRdata #EcosystemAccouning #RemoteSensing #Biodiversity
Test inédit au Pont du Gard : un satellite détecte un feu de forêt dès les premières fumées via l’imagerie thermique.
www.lereveildumidi.fr/soci%C3%A9t%...
#Space #Science #WildfireDetection #AI4EO #SatelliteFireAlert
www.lereveildumidi.fr/soci%C3%A9t%...
#Space #Science #WildfireDetection #AI4EO #SatelliteFireAlert
Détection des feux par satellite : une première expérimentation au Pont-du-Gard
Au Pont du Gard, des capteurs connectés traquent les feux naissants pour alerter les secours dès les premières fumées. Ces derniers, connectés à la constellation Kinéis, transmettent instantanément un...
www.lereveildumidi.fr
August 5, 2025 at 12:38 PM
Test inédit au Pont du Gard : un satellite détecte un feu de forêt dès les premières fumées via l’imagerie thermique.
www.lereveildumidi.fr/soci%C3%A9t%...
#Space #Science #WildfireDetection #AI4EO #SatelliteFireAlert
www.lereveildumidi.fr/soci%C3%A9t%...
#Space #Science #WildfireDetection #AI4EO #SatelliteFireAlert
ML4Earth one is free though vs AI4EO 500Euro for industry, hmmmm
July 2, 2025 at 3:40 PM
ML4Earth one is free though vs AI4EO 500Euro for industry, hmmmm
So now there is the 2day AI4EO symposium in Renne in Sep 25 (previously 3 times in Munich organized by TU Munich), and new 1.5 day ML4Earth in Bonn also in Sep 25, directly organized by TU Munich. What's up with that.
July 2, 2025 at 3:37 PM
So now there is the 2day AI4EO symposium in Renne in Sep 25 (previously 3 times in Munich organized by TU Munich), and new 1.5 day ML4Earth in Bonn also in Sep 25, directly organized by TU Munich. What's up with that.
🙌 Huge thanks to the team:
Muhammad Sohail Danish, Muhammad Akhtar Munir, Syed Roshaan Ali Shah, Kartik Kuckreja, Fahad Khan, Paolo Fraccaro, Alexandre Lacoste, Salman Khan
Follow for updates!
#ICCV2025 #VLMs #AI4EO #RemoteSensing #GeospatialAI #MachineLearning #Benchmarking
Muhammad Sohail Danish, Muhammad Akhtar Munir, Syed Roshaan Ali Shah, Kartik Kuckreja, Fahad Khan, Paolo Fraccaro, Alexandre Lacoste, Salman Khan
Follow for updates!
#ICCV2025 #VLMs #AI4EO #RemoteSensing #GeospatialAI #MachineLearning #Benchmarking
July 2, 2025 at 12:47 PM
🙌 Huge thanks to the team:
Muhammad Sohail Danish, Muhammad Akhtar Munir, Syed Roshaan Ali Shah, Kartik Kuckreja, Fahad Khan, Paolo Fraccaro, Alexandre Lacoste, Salman Khan
Follow for updates!
#ICCV2025 #VLMs #AI4EO #RemoteSensing #GeospatialAI #MachineLearning #Benchmarking
Muhammad Sohail Danish, Muhammad Akhtar Munir, Syed Roshaan Ali Shah, Kartik Kuckreja, Fahad Khan, Paolo Fraccaro, Alexandre Lacoste, Salman Khan
Follow for updates!
#ICCV2025 #VLMs #AI4EO #RemoteSensing #GeospatialAI #MachineLearning #Benchmarking
The ESA Φ-lab and the International Charter ‘Space and Major Disasters’ invite you to join the AI for Earthquake Response Challenge, still open for registrations, for a launch on 4th July 2025.
Details on the AI4EO portal:
ai4eo.eu/portfolio/ai...
Details on the AI4EO portal:
ai4eo.eu/portfolio/ai...
June 30, 2025 at 9:51 AM
The ESA Φ-lab and the International Charter ‘Space and Major Disasters’ invite you to join the AI for Earthquake Response Challenge, still open for registrations, for a launch on 4th July 2025.
Details on the AI4EO portal:
ai4eo.eu/portfolio/ai...
Details on the AI4EO portal:
ai4eo.eu/portfolio/ai...
Did you know that the #AI4EO project (Artificial Intelligence for Earth Observation) is enhancing knowledge of the Catalan territory using #AI tools? 🌍
The project, led by Carlos López Martínez ( #IEEC- @upc.edu), focuses on climate change-related topics 🌲
More info 👉 www.ieec.cat/en/project/7...
The project, led by Carlos López Martínez ( #IEEC- @upc.edu), focuses on climate change-related topics 🌲
More info 👉 www.ieec.cat/en/project/7...
June 17, 2025 at 8:20 AM
Did you know that the #AI4EO project (Artificial Intelligence for Earth Observation) is enhancing knowledge of the Catalan territory using #AI tools? 🌍
The project, led by Carlos López Martínez ( #IEEC- @upc.edu), focuses on climate change-related topics 🌲
More info 👉 www.ieec.cat/en/project/7...
The project, led by Carlos López Martínez ( #IEEC- @upc.edu), focuses on climate change-related topics 🌲
More info 👉 www.ieec.cat/en/project/7...
Sabies que el projecte #AI4EO (Artificial Intelligence for Earth Observation) millora el coneixement del territori català amb eines d' #IA? 🌍
El projecte, liderat per Carlos López Martínez ( #IEEC- @upc.edu), estudia temes relacionats amb el canvi climàtic 🌲
Més info 👉 www.ieec.cat/projecte/70/...
El projecte, liderat per Carlos López Martínez ( #IEEC- @upc.edu), estudia temes relacionats amb el canvi climàtic 🌲
Més info 👉 www.ieec.cat/projecte/70/...
June 17, 2025 at 8:09 AM
Sabies que el projecte #AI4EO (Artificial Intelligence for Earth Observation) millora el coneixement del territori català amb eines d' #IA? 🌍
El projecte, liderat per Carlos López Martínez ( #IEEC- @upc.edu), estudia temes relacionats amb el canvi climàtic 🌲
Més info 👉 www.ieec.cat/projecte/70/...
El projecte, liderat per Carlos López Martínez ( #IEEC- @upc.edu), estudia temes relacionats amb el canvi climàtic 🌲
Més info 👉 www.ieec.cat/projecte/70/...
🌿 New research alert from #Embed2Scale ‼️
❓ How can we improve aboveground biomass mapping when only low-resolution data is available? 🛰️
📄 Read the publication: embed2scale.eu/download/gsr...
#EarthObservation #RemoteSensing #Biomass #Sentinel #AI4EO #Copernicus #GeospatialAI #ClimateData
❓ How can we improve aboveground biomass mapping when only low-resolution data is available? 🛰️
📄 Read the publication: embed2scale.eu/download/gsr...
#EarthObservation #RemoteSensing #Biomass #Sentinel #AI4EO #Copernicus #GeospatialAI #ClimateData
June 5, 2025 at 8:48 AM
🌿 New research alert from #Embed2Scale ‼️
❓ How can we improve aboveground biomass mapping when only low-resolution data is available? 🛰️
📄 Read the publication: embed2scale.eu/download/gsr...
#EarthObservation #RemoteSensing #Biomass #Sentinel #AI4EO #Copernicus #GeospatialAI #ClimateData
❓ How can we improve aboveground biomass mapping when only low-resolution data is available? 🛰️
📄 Read the publication: embed2scale.eu/download/gsr...
#EarthObservation #RemoteSensing #Biomass #Sentinel #AI4EO #Copernicus #GeospatialAI #ClimateData
New AI4EO challenge - develop an explainable AI model to estimate the concentration of soil contaminants/trace elements in topsoil using Earth observation imagery #GeoAI #remotesensing #EO 🧪
platform.ai4eo.eu/hyperview2
platform.ai4eo.eu/hyperview2
AI4EOAI4EO
Compete in our unique challenges combining Earth Observation data and Artificial Intelligence algorithms.
platform.ai4eo.eu
May 25, 2025 at 10:06 PM
New AI4EO challenge - develop an explainable AI model to estimate the concentration of soil contaminants/trace elements in topsoil using Earth observation imagery #GeoAI #remotesensing #EO 🧪
platform.ai4eo.eu/hyperview2
platform.ai4eo.eu/hyperview2
Applying AI to satellite image data offers endless opportunities.
At the #ESA European Space Conference, in Frascati, I had the opportunity to showcase the journey Smart Studios had in #geospatial #analytics since 2019.
#ai #AI4EO #EUSpace #ESRIN #remotesensing #eo #earthobservation #gis
At the #ESA European Space Conference, in Frascati, I had the opportunity to showcase the journey Smart Studios had in #geospatial #analytics since 2019.
#ai #AI4EO #EUSpace #ESRIN #remotesensing #eo #earthobservation #gis
May 15, 2025 at 8:50 AM
Applying AI to satellite image data offers endless opportunities.
At the #ESA European Space Conference, in Frascati, I had the opportunity to showcase the journey Smart Studios had in #geospatial #analytics since 2019.
#ai #AI4EO #EUSpace #ESRIN #remotesensing #eo #earthobservation #gis
At the #ESA European Space Conference, in Frascati, I had the opportunity to showcase the journey Smart Studios had in #geospatial #analytics since 2019.
#ai #AI4EO #EUSpace #ESRIN #remotesensing #eo #earthobservation #gis
Just now seeing that #AI4EO Symposium 2025 will be held in Rennes, Brittany, FR in September. Definitely an event you don’t want to miss if you want to stay in touch with recent research on AI for Earth observation 🌍
April 14, 2025 at 8:18 AM
Just now seeing that #AI4EO Symposium 2025 will be held in Rennes, Brittany, FR in September. Definitely an event you don’t want to miss if you want to stay in touch with recent research on AI for Earth observation 🌍
MyCD. The ESA AI4EO Challenge MapYourCity was opened in 2024 for 4 months. Here, we present the Top-4 performing models, and the main evaluation results. During inference, the performance of the models using both all three [6/8 of https://arxiv.org/abs/2502.13818v1]
February 20, 2025 at 5:57 AM
MyCD. The ESA AI4EO Challenge MapYourCity was opened in 2024 for 4 months. Here, we present the Top-4 performing models, and the main evaluation results. During inference, the performance of the models using both all three [6/8 of https://arxiv.org/abs/2502.13818v1]
This week's assignment for my new module Artificial Intelligence for Earth Observations (AI4EO) #GEOL0069 was about making a little video tutorial of what we did in class. Sébastien Schillé sure did that brilliantly!
www.youtube.com/watch?v=Mn8f...
www.youtube.com/watch?v=Mn8f...
GEOL0069: AI For Earth Observation - Week 2 Tutorial
YouTube video by Sébastien Schillé
www.youtube.com
February 9, 2025 at 12:00 PM
This week's assignment for my new module Artificial Intelligence for Earth Observations (AI4EO) #GEOL0069 was about making a little video tutorial of what we did in class. Sébastien Schillé sure did that brilliantly!
www.youtube.com/watch?v=Mn8f...
www.youtube.com/watch?v=Mn8f...
Bien que des avancées décisives aient vu le jour, il y a encore du chemin à faire. Et comme toujours "embeddings might be much more central than models themselves" aka Garbage In Garbage Out... #AI4EO
The State of AI in EO
We foolishly think AI for Earth is yet another try to deliver the same vision geospatial has promised for decades. The reality is much harsher.
https://www.linkedin.com/pulse/state-ai-eo-bruno-sanchez-andrade-nuño-kogxf/
December 7, 2024 at 11:13 AM
Bien que des avancées décisives aient vu le jour, il y a encore du chemin à faire. Et comme toujours "embeddings might be much more central than models themselves" aka Garbage In Garbage Out... #AI4EO
Excited to have joined the core team of the new GEO AI4EO working group!
Group on Earth Observations (GEO) is the UN body for EO, and the AI4EO working group will play a crucial role in GEO's post-2025 vision "Earth intelligence for all".
More to follow!
earthobservations.org
#ccai
Group on Earth Observations (GEO) is the UN body for EO, and the AI4EO working group will play a crucial role in GEO's post-2025 vision "Earth intelligence for all".
More to follow!
earthobservations.org
#ccai
earthobservations.org
December 5, 2024 at 7:04 AM
Excited to have joined the core team of the new GEO AI4EO working group!
Group on Earth Observations (GEO) is the UN body for EO, and the AI4EO working group will play a crucial role in GEO's post-2025 vision "Earth intelligence for all".
More to follow!
earthobservations.org
#ccai
Group on Earth Observations (GEO) is the UN body for EO, and the AI4EO working group will play a crucial role in GEO's post-2025 vision "Earth intelligence for all".
More to follow!
earthobservations.org
#ccai
Hi I think @lebellig.bsky.social is doing a great job on AI4EO on this social
I am trying to review a lot of AI4EO papers, as well
Feel free to add us to the list if you think it makes sense :)
I am trying to review a lot of AI4EO papers, as well
Feel free to add us to the list if you think it makes sense :)
November 19, 2024 at 9:59 PM
Hi I think @lebellig.bsky.social is doing a great job on AI4EO on this social
I am trying to review a lot of AI4EO papers, as well
Feel free to add us to the list if you think it makes sense :)
I am trying to review a lot of AI4EO papers, as well
Feel free to add us to the list if you think it makes sense :)
“We leveraged the GPT models, which use a natural language approach to ask questions.” #AI4EO https://www.geekwire.com/2023/microsoft-azure-chatbot-pentagon-satellite-imagery/?utm_medium=social&utm_source=twitter
December 2, 2024 at 11:45 AM
“We leveraged the GPT models, which use a natural language approach to ask questions.” #AI4EO https://www.geekwire.com/2023/microsoft-azure-chatbot-pentagon-satellite-imagery/?utm_medium=social&utm_source=twitter