PSI Point Cloud Reliability Prediction using Graph Neural Networks
DeepCube at ESA Living Planet Symposium 2022, 23-27 May in Bonn
New publication: Deep Learning methods for daily wildfire danger forecasting
DeepCube at ESA Φ-Week 2021: hybrid modeling and explainable AI at scale
New publication: Going self-supervised on InSAR data for volcanic unrest detection
New blog post: Data, the key to sustainable tourism
DeepCube Explainable AI pipelines for big Copernicus data
Welcome to DeepCube – a Horizon 2020 Space project that will unlock the potential of big Copernicus data with Artificial Intelligence and Semantic Web technologies, with the objective to address problems of high environmental and societal impact.
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Pluto: A global volcanic unrest early warning system
Pluto: A volcanic unrest early warning system bridging artificial intelligence and interferometry. By Nikolaos Ioannis Bountos, AI Researcher, Institute for Astronomy Astrophysics Space Applications & Remote Sensing, National Observatory of Athens
PSI Point Cloud Reliability Prediction using Graph Neural Networks: Optimizing the inference pipeline
PSI Point Cloud Reliability Prediction using Graph Neural Networks: Optimizing the inference pipeline. By Federico Ricciuti, Machine Learning Specialist, Tre Altamira.
A computer vision journey on volcanic unrest detection
Predicting natural disasters from space. By Nikolaos Ioannis Bountos, AI Researcher, Institute for Astronomy Astrophysics Space Applications & Remote Sensing, National Observatory of Athens
The value of social media data in AI and climate change research
In DeepCube, publicly available social media data will be used to enhance the intensive Deep Learning (DL) models, which typically use only EO data. By Eleni Kamateri, Ioannis Tsampoulatidis, Stefanos Vrochidis, INFALIA & Aristeidis Bozas, Stelios Andreadis, Ilias Gialampoukidis, CERTH
Data, the key to sustainable tourism
At Murmuration, we see DeepCube as a first seed to plant a technological strategy based on Artificial Intelligence and the big Earth Observation data that will eventually germinate a new tourism industry based on the concept of sustainability. By Fabien Castel, Cathy Sahuc and Alejandro Diaz, Murmuration.