SDLRS
Simulation and Data Lab AI and ML for Remote Sensing
| Coordinator | Cavallaro, Gabriele ; Sedona, Rocco |
| Grant period | 2022-01-01 - |
| Funding body | Helmholtz Gemeinschaft Deutscher Forschungszentren |
| HGF | |
| Identifier | G:(DE-Juel-1)SDLRS |
All known publications ...
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Journal Article
Coreset Selection with K-CREST: Evaluation of a Sustainable Approach on Remote Sensing Data
IEEE access 14, 124136-124150 (2026) [10.1109/ACCESS.2026.3719777]
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Journal Article
Beyond Pixels: Identifying Built-Up Features at Sub-pixel Level for Enhanced Satellite-Based Land Cover Mapping
IEEE journal of selected topics in applied earth observations and remote sensing n/a, 1 - 16 (2026) [10.1109/JSTARS.2026.3712773]
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Abstract
From Satellite Data and Geo-tagged Field Photos to Reliable Agricultural Reference Data
European Geosciences Union (EGU), ViennaVienna, Austria, 3 May 2026 - 8 May 2026
[10.5194/egusphere-egu26-16567]
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Journal Article
Quantum Machine Learning for Earth Observation: A review and future prospects
IEEE geoscience and remote sensing magazine 14(3), 474-494 (2026) [10.1109/MGRS.2026.3676829]
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Abstract
BioMassters as Initial Benchmark for 3D-ABC
European Geosciences Union (EGU), ViennaVienna, Austria, 3 May 2026 - 8 May 2026
[10.5194/egusphere-egu26-22441]
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Contribution to a conference proceedings
Integrating remote sensing and deep learning forecasting model: A fluid-environment interface study
2025 9th International Symposium on Innovative Approaches in Smart Technologies, ISAS, GaziantepGaziantep, Turkiye, 27 Jun 2025 - 28 Jun 2025
IEEE n/a (2025) [10.1109/ISAS66241.2025.11101766]
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Journal Article
Leveraging a Hybrid Quantum-Classical Framework for Subsurface Target Detection in Radar Sounding System: Challenges and Opportunities
IEEE transactions on geoscience and remote sensing 63, 4509719 (2025) [10.1109/TGRS.2025.3625080]
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Journal Article
From MODIS to Sentinel-2: A Regional Comparative Analysis of Crop-Yield Prediction with Matched Spatiotemporal Data
IEEE journal of selected topics in applied earth observations and remote sensing 18, 27663 - 27683 (2025) [10.1109/JSTARS.2025.3624046]
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Journal Article
High-Performance and Disruptive Computing in Remote Sensing: The Fourth Edition of the School Organized by the HDCRS Working Group of the GRSS Earth Science Informatics Technical Committee [Technical Committees]
IEEE geoscience and remote sensing magazine 13(2), 392 - 397 (2025) [10.1109/MGRS.2024.3524131]
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Contribution to a conference proceedings
Terramesh: A Planetary Mosaic of Multimodal Earth Observation Data
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), NashvilleNashville, TN, 11 Jun 2025 - 12 Jun 2025
IEEE n/a (2025) [10.1109/CVPRW67362.2025.00225]
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All known publications ...
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