| Foundation Models for Remote Sensing and Earth Observation: A Survey | Oct 22, 2024 | Earth ObservationHumanitarian | CodeCode Available | 2 |
| Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution | Jul 13, 2022 | HumanitarianMulti-Frame Super-Resolution | CodeCode Available | 2 |
| Learning future terrorist targets through temporal meta-graphs | Apr 21, 2021 | HumanitarianTemporal Sequences | CodeCode Available | 1 |
| Multi-modal learning for geospatial vegetation forecasting | Mar 28, 2023 | HumanitarianTime Series | CodeCode Available | 1 |
| Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents | Jan 11, 2022 | Humanitarian | CodeCode Available | 1 |
| Kuro Siwo: 33 billion m^2 under the water. A global multi-temporal satellite dataset for rapid flood mapping | Nov 18, 2023 | Humanitarian | CodeCode Available | 1 |
| An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series | Jun 4, 2024 | HumanitarianTime Series | CodeCode Available | 1 |
| Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response | Apr 14, 2020 | Deep LearningDisaster Response | CodeCode Available | 1 |
| Fine-grained Population Mapping from Coarse Census Counts and Open Geodata | Nov 8, 2022 | HumanitarianPopulation Mapping | CodeCode Available | 1 |
| Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery | Mar 24, 2025 | BenchmarkingHumanitarian | CodeCode Available | 1 |
