Projects

Project Title	Topic	Collaborators	GitHub Repo	Publications
Air Quality Platform data processing	IoTSentinel-5p DataAir Quality	Valeria Pia Vevoto
Giga Connectivity	Connectivity DataSatellite Data AnalysisAI - Machine & Deep Learning	Kelsey Doerksen		AI-POWERED SCHOOL MAPPING AND CONNECTIVITY STATUS PREDICTION USING EARTH OBSERVATION
Onboard real-time segmentation	Satellite Onboarding AISemantic SegmentationAI - Machine & Deep LearningSentinel SAR Data	Cristopher Traba Castro	github.com
Distributed Ledger Technologies for Satellite-based Emergency Mapping	Federated LearningBlockchain & Web3Decentralized & DistributedSentinel SAR Data	Robert Cowlishaw
Air pollution, meteorological conditions and COVID-19 incidence	Remote Sensing DataCopernicus DataAir Quality	Leona Hoffmann
Creating terrains using generative modelling and satellite images	Computer VisionAI - Machine & Deep LearningRemote Sensing DataHigh-performance Computing	Paul Borne Pons
Implicit neural representation for 3D lidar point clouds processing	3D LidarAI - Machine & Deep Learning	Mathilde Letard
Python for RAW Sentinel2 data (PyRawS)	AI - Machine & Deep LearningAI Sentinel-2	AI4EO for Φ-lab Roberto Del Prete
Quantum Neural Networks for EO	Quantum Machine LearningAI - Machine & Deep Learning	AI4EO for Φ-lab Alessandro Sebastianelli Silvia Liberata Ullo
Hyperspectral Data and AI to Classify Crops	Land Use	AI4EO for Φ-lab
Bridging the last mile in crop-type mapping	Land Use	AI4EO for Φ-lab
Sentinel-3 Synergy Aerosol Parameter Post-process Correction	Climate and ForecastingAI Sentinel-3	AI4EO for Φ-lab
SatExtractor	Land UseAI Sentinel-2	AI4EO for Φ-lab
Quantum Machine Learning for EO	Quantum Machine LearningQuantum Computing	AI4EO for Φ-lab
Open SAR Toolkit	Sentinel SAR DataLand Use	AI4EO for Φ-lab
Neuromorphic Computing Paradigm for Applications in Earth Observation	Neuromorphic ComputingLand Use	AI4EO for Φ-lab
Machine Learning for Floods	HealthAI - Machine & Deep LearningFlood Monitoring	AI4EO for Φ-lab
Intellibee Visualization	Land UseAI - Machine & Deep Learning	AI4EO for Φ-lab
Detection and Categorization of Tropical Cyclones with Computer Vision	Computer VisionClimate and Forecasting	AI4EO for Φ-lab
Detecting Wildfires and Hotspots Using Hyperspectral Data	Fire MonitoringAI - Machine & Deep LearningAI Sentinel-2	AI4EO for Φ-lab
Angular-based Radiometric Slope Correction of Sentinel-1	Land UseAI Sentinel-1	AI4EO for Φ-lab
AI for Health - COVID-19	COVID-19AI - Machine & Deep Learning	AI4EO for Φ-lab
AI4EO Rapid Prototyping Enviro AiTLAS	AI - Machine & Deep LearningLand Use	AI4EO for Φ-lab
AI4EO to monitor air quality(NO2)-omi-linking	Air QualityAI - Machine & Deep Learning	AI4EO for Φ-lab
AI-based Cloud Shadow Detection Processor for Sentinel-2	Land UseAI Sentinel-2AI - Machine & Deep Learning	AI4EO for Φ-lab
AI powered cross-modal adaptation techniques applied to Sentinel-1 and -2 data	Land UseAI - Machine & Deep LearningAI Sentinel-2AI Sentinel-1	AI4EO for Φ-lab
3d Earth Models From Multi-view Satellite Images	AI - Machine & Deep LearningSatellite Data Analysis	AI4EO for Φ-lab
Exploring the SeasFire Data Cube	Fire MonitoringDeep LearningSatellite Data Analysis	AI4EO for Φ-lab	gitlab.esa.int
Earth Observation & Artificial Intelligence for hydro-meteorological hazard modelling	AI - Machine & Deep LearningSatellite Data Analysis	Patrick Ebel
Seeing Soil from Space: Towards Robust and Scalable Remote Soil Nutrient Analysis	AI - Machine & Deep LearningFoundation ModelsHigh-performance Computing	David Șeu
Bridging the Domain Gap: Measurement of the Domain Gap for Earth Observation	AI - Machine & Deep LearningComputer Vision	Rens Jan van der Linden
High-resolution solar surface irradiance mapping from Sentinel-2 using machine learning super-resolution	AI Sentinel-2AI - Machine & Deep Learning	Lot van Neerbos
From Biomass to VCUs: Spatiotemporal Deep Learning for Decentralized Carbon Credit Issuance from Remote Sensing Data	AI - Machine & Deep LearningRemote Sensing Data	Cecilia Peccolo
Quantum and Classical Machine Learning for EO	Quantum Machine LearningAI - Machine & Deep LearningQuantum ComputingRemote Sensing Data	Alessandro Sebastianelli
Φ-Down: a Python library to simplify access to Copernicus Data Space Ecosystem EO data	Remote Sensing DataSoftware LibraryCopernicus Data	Roberto Del Prete
Laying the Foundation for AI-Based Tip and Cue	AI - Machine & Deep LearningSatellite Onboarding AI	Nadine Duursma
Exploring Neural Architecture Search for Onboard Satellite Deployment	Edge AISatellite Onboarding AIAI - Machine & Deep LearningHigh-performance Computing	Parampuneet Kaur Thind
OrbitalAI IMAGIN-e Challenge	Edge AISatellite Onboarding AIAI - Machine & Deep Learning	Antonio Pascarella
Quantum-Enhanced Earth Observation: Quanvolutional & Hybrid Diffusion Models for Satellite Analytics	Quantum Machine LearningSatellite Data Analysis	Francesco Mauro
Enhancing Predictive Modeling of Geomagnetic Storm via PINNs	AI - Machine & Deep LearningOMNIWeb Data	Manuel Lacal
Tip & Cue: swarm Edge Artificial Intelligence	Edge AISatellite Onboarding AIAI - Machine & Deep LearningSoftware Library	Tobia La Marca
Environmental Feature Clusters (EFCs) Framework: Unsupervised Clustering of Sentinel-2 Data for Data-Driven Ecoregion Mapping	Sentinel SAR DataAI - Machine & Deep LearningCopernicus Data	Sahba El-Shaw
AI for Flood Detection and Mitigation	Foundation ModelsAI - Machine & Deep LearningSemantic SegmentationSentinel SAR Data	Eva Gmelich Meijling
Machine Learning for On-board Processing	Satellite Onboarding AIAI - Machine & Deep LearningRemote Sensing Data	Evgenios Tsigkanos		scholar.google.com
AI-Driven Monitoring of Coastal Water Contaminants Across Diverse Shorelines Using Copernicus Marine Service Data and ϕsat-2 Observations	Remote Sensing DataCopernicus DataAI - Machine & Deep Learning	Francesca Razzano		scholar.google.com
AI and Hybrid Computing for Earth Observation	Computer VisionFoundation ModelsAI - Machine & Deep LearningSoftware Library	Casper Fibaek
Onboard Vessels Identification in Raw Images by Deep Learning	Satellite Onboarding AIAI - Machine & Deep LearningSentinel SAR Data	Domenico Barretta