ML Researcher, Earth Observation ๐ฐ๏ธ Wildfire Forecasting ๐ฅ
Joined February 2019
- Tweets 50
- Following 397
- Followers 126
- Likes 614
15 Photos and videos
Pinned Tweet
1 Sep 2022
๐ฅWildfire Danger Prediction and Understanding with Deep Learning
Deep Learning models to predict Wildfires and xAI to understand what they have learned.
๐Paper: doi.org/10.1029/2022GL099368 accepted in @theAGU GRL
๐งDatacube: zenodo.org/record/6475592
๐ปCode: github.com/Orion-AI-Lab/wildโฆ
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Ioannis Prapas retweeted
23 Jun 2025
๐จ Live at #LPS25 in Room 0.11/0.12!
NTUA & TUM in action, leading a tutorial on Foundation Models (FM) for EO โ practical AI for land cover mapping, object detection & more ๐๐ฐ๏ธ
Interested in FM?๐ thinking-earth.eu/foundationโฆ
@ThinkingEarthEU @NikosGiannisB
#RemoteSensing #AI
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Deep search and satellite data is an interesting mix ๐ฅ๐ฐ๏ธ
The demo shows the AI Reporter doing deep investigation into the Palisades fire early in 2025.
In ~2 minutes you get a concise report, based on deep search and satellite data.
#geoAI #AI4EO #PalisadesFire #AgenticAI
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Ioannis Prapas retweeted
4 Jul 2024
๐ IGARSS kicks off this Sunday, and our lab will be there with an amazing tutorial! ๐ง ๐ป
Join @yannispapoutsis, @iprapas, @skondylatos, @NikosGiannisB, and Maria for a deep dive into AI and natural hazards.
Info belowโฌ๏ธ
#IGARSS2024 #AI #Wildfires #Floods #DataCubes
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Ioannis Prapas retweeted
26 Jun 2024
Join the Scaling Science workshop at #IGARSS2024 to master scaling geospatial data & scientific research w/ open-source tools! Ideal for scientists, researchers, & practitioners looking to leverage cloud computing, machine learning, & big data analytics. 2024.ieeeigarss.org/tie_evenโฆ
24 Jun 2024
๐๐๐๐ก๐๐ฃ๐ ๐๐๐๐๐ฃ๐๐: ๐ผ ๐๐ช๐๐๐ ๐ค๐ฃ ๐จ๐๐๐๐ฃ๐๐ ๐๐ฅ๐ฅ๐ก๐๐๐ ๐๐ฃ ๐๐ฃ๐๐ช๐จ๐ฉ๐ง๐ฎ
Empower your research w/ open, scalable practices. Embrace transparency & collaboration to drive greater impact. ๐งต
ds.io/scaling-science
@IEEE_GRSS
#OpenScience
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Ioannis Prapas retweeted
1 Mar 2024
Excited to share that SPOT is accepted to #CVPR2024.
SPOT advances unsupervised object-centric learning with attention-based self-training & patch-order permutation, achieving state-of-the-art results.
- Paper: arxiv.org/abs/2312.00648
- Code: github.com/gkakogeorgiou/spoโฆ
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Ioannis Prapas retweeted
13 Dec 2023
@skondylatos is in New Orleans @neuripsconf, presenting the Mesogeos dataset, a large-scale dataset for wildfire modeling in the Mediterranean. Don't miss his oral presentation at 15.30 local time #neurips orion-ai-lab.github.io/publiโฆ #neurips
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Ioannis Prapas retweeted
๐ ๐จ๐๐ค๐จโ๐ฉโ๐งโ๐ง
Machine learning helps us unravelling the climate interactions between socioeconomic context and natural hazards on human population displacement
We study The Displacement Puzzle with #AI!
Read it @NatureComms:
nature.com/articles/s41467-0โฆ
Thread๐
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Ioannis Prapas retweeted
17 Nov 2023
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โ Authors: Nikolaos Ioannis Bountos @NikosGiannisB, Ioannis Papoutsis @yannispapoutsis, Dimitrios Michail @TheDMichail and Nantheera Anantrasirichai
๐DOI: doi.org/10.1109/LGRS.2021.31โฆ
#earthobservation #remotesensing #ai #Volcanoeruption #volcano
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Ioannis Prapas retweeted
17 Nov 2023
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Learn how #SAR plays a crucial role in identifying #Fagradalsfjall volcanic unrest in #Iceland !
๐ GRSS article of the week
๐Journal: #IEEE Geoscience and Remote Sensing Letters
๐Title: Self-Supervised Contrastive Learning for Volcanic Unrest Detection
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Ioannis Prapas retweeted
6 Oct 2023
TeleViT "Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting" won the Best Paper Award ๐ at the Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop of @ICCVConference
#ICCV2023 ๐ซ๐ท
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Ioannis Prapas retweeted
3 Oct 2023
Orion Lab's @iprapas at @ICCVConference in Paris ๐ซ๐ท
๐๏ธSpotlight Talk today at 15:45 CET Poster Session
๐ TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting #ICCV2023
hadr.ai/iccv23/iccv-scheduleโฆ
2 Oct 2023
Presenting tomorrow 3/10 at 15:45 TeleViT in AI HADR #ICCV2023 @ICCVConference Paris. Join us also for the poster session right after.
Full schedule: hadr.ai/iccv23/iccv-scheduleโฆ
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2 Oct 2023
Presenting tomorrow 3/10 at 15:45 TeleViT in AI HADR #ICCV2023 @ICCVConference Paris. Join us also for the poster session right after.
Full schedule: hadr.ai/iccv23/iccv-scheduleโฆ
21 Aug 2023
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๐ฅ "TeleViT: Teleconnection-driven Transformers for Subseasonal to Seasonal Wildfire Forecasting" to be presented at the ICCV 2023 AI HADR workshop.
๐ปCode github.com/Orion-AI-Lab/teleโฆ
๐Website orion-ai-lab.github.io/televโฆ
๐Paper arxiv.org/abs/2306.10940
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Ioannis Prapas retweeted
15 Sep 2023
๐ข Join DeepCube, @CALLISTO_H2020 and @EnvisionH2020 at the NASA International Space Apps Challenge in Thessaloniki!
spaceappschallenge.org/
DeepCube will participate in the #hackathon with a challenge on #wildfire danger forecasting ๐ฉโ๐ป๐จโ๐ป
More details coming soon!
14 Sep 2023
@CALLISTO_H2020 along with @EnvisionH2020 and @DeepCube_H2020 , is organizing a #hackathon during the @NASA Space Apps Challenge on October 6th at @okthess ๐คฏ
Wait no more and register now ๐tinyurl.com/mrh3u6yv
#NASA #EU #CALLISTO #ENVISION #DeepCube #registration
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21 Aug 2023
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๐ฅ "TeleViT: Teleconnection-driven Transformers for Subseasonal to Seasonal Wildfire Forecasting" to be presented at the ICCV 2023 AI HADR workshop.
๐ปCode github.com/Orion-AI-Lab/teleโฆ
๐Website orion-ai-lab.github.io/televโฆ
๐Paper arxiv.org/abs/2306.10940
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21 Aug 2023
Great collaboration with @NikosGiannisB , @skondylatos, Dimitrios Michail, @isp_uv_es, @yannispapoutsis
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21 Aug 2023
This is an output of the ESA-funded project SeasFire github.com/seasfire. The project is implemented by @OrionLab_NOA , @harokopio_ and @MPI_BGC . #esa #philab @blesa_ux
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