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@article{kussul2025ai,
title={AI-Powered Digital Twin Framework for Land Use Change in Disaster Affected Regions},
author={Kussul, Nataliia and Giuliani, Gregory and Shelestov, Andrii and Cherniatevych, Anton and Drozd, Sofiia and Kolotii, Andrii and Salii, Yevhenii and Yavorskyi, Oleksandr and Malyniak, Volodymyr and Lavreniuk, Alla and Poussin, Charlotte},
journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
volume={18},
pages={27473--27492},
year={2025},
doi={10.1109/JSTARS.2025.3623870}
}
@article{gorelick2017google,
title={{Google Earth Engine}: Planetary-scale geospatial analysis for everyone},
author={Gorelick, Noel and Hancher, Matt and Dixon, Mike and Ilyushchenko, Simon and Thau, David and Moore, Rebecca},
journal={Remote Sensing of Environment},
volume={202},
pages={18--27},
year={2017},
doi={10.1016/j.rse.2017.06.031}
}
@article{bunting2014rsgislib,
title={The Remote Sensing and GIS Software Library (RSGISLib)},
author={Bunting, Peter and Clewley, Daniel and Lucas, Richard M and Gillingham, Sam},
journal={Computers \& Geosciences},
volume={62},
pages={216--226},
year={2014},
doi={10.1016/j.cageo.2013.08.007}
}
@article{grizonnet2017orfeo,
title={Orfeo ToolBox: open source processing of remote sensing images},
author={Grizonnet, Manuel and Michel, Julien and Poughon, Victor and Inglada, Jordi and Savinaud, Micka{\"e}l and Cr{\'e}sson, R{\'e}mi},
journal={Open Geospatial Data, Software and Standards},
volume={2},
number={1},
pages={1--8},
year={2017},
doi={10.1186/s40965-017-0031-6}
}
@article{jakubik2023foundation,
title={Foundation Models for Generalist Geospatial Artificial Intelligence},
author={Jakubik, Johannes and Roy, Sujit and Phillips, C. E. and Fraccaro, Paolo and Godwin, Denys and Zadrozny, Bianca and Sporkert, Hendrik and Watson, Campbell and Mu, Haozhe and Duffy, Kevin and others},
journal={arXiv preprint arXiv:2310.18660},
year={2023},
doi={10.48550/arXiv.2310.18660}
}
@incollection{kussul2026dt4lc_springer,
title={Digital Twins for Land Use Change},
author={Kussul, Nataliia and Giuliani, Gregory and Shelestov, Andrii and Drozd, Sofiia and Kolotii, Andrii and Salii, Yevhenii and Cherniatevych, Anton and Yavorskyi, Oleksandr and Malyniak, Volodymyr and Poussin, Charlotte},
booktitle={System Analysis and Data Mining},
series={Studies in Systems, Decision and Control},
volume={609},
pages={371--389},
year={2026},
publisher={Springer Nature Switzerland},
doi={10.1007/978-3-031-97529-5_22}
}
@inproceedings{chernyatevich2026igarss,
title={LLM-Driven Multi-Agent Cognitive User Interface for Land Cover Change Digital Twin System},
author={Chernyatevich, Anton and Drozd, Sofiia and Kussul, Nataliia and Shelestov, Andrii and Giuliani, Gregory and Poussin, Charlotte},
booktitle={IGARSS 2026 -- 2026 IEEE International Geoscience and Remote Sensing Symposium},
pages={2475--2480},
year={2026},
doi={10.1109/IGARSS60577.2026.11730842}
}
@inproceedings{kussul2025idaacs,
title={Foundation Model Integration in a Multi-Instance Digital Twin System for Land Use Change},
author={Kussul, Nataliia and Shelestov, Andrii and Giuliani, Gregory and Drozd, Sofiia and Kolotii, Andrii and Salii, Yevhenii and Cherniatevych, Anton and Yavorskyi, Oleksandr and Malyniak, Volodymyr and Poussin, Charlotte},
booktitle={2025 IEEE 13th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)},
pages={1--5},
year={2025},
address={Gliwice, Poland},
doi={10.1109/IDAACS68557.2025.11322175}
}
@inproceedings{stewart2022torchgeo,
title={TorchGeo: Deep Learning with Geospatial Data},
author={Stewart, Adam J and Robinson, Caleb and Corley, Isaac A and Ortiz, Anthony and Lavista Ferres, Juan M and Banerjee, Arindam},
booktitle={Proceedings of the 30th International Conference on Advances in Geographic Information Systems},
pages={1--12},
year={2022},
doi={10.1145/3557915.3560953}
}
@article{liu2024changeagent,
title={{Change-Agent}: Toward Interactive Comprehensive Remote Sensing Change Interpretation and Analysis},
author={Liu, Chenyang and Chen, Keyan and Zhang, Haotian and Qi, Zipeng and Zou, Zhengxia and Shi, Zhenwei},
journal={IEEE Transactions on Geoscience and Remote Sensing},
volume={62},
pages={1--16},
year={2024},
doi={10.1109/TGRS.2024.3425815}
}
@article{li2023autonomous,
title={Autonomous {GIS}: the next-generation {AI}-powered {GIS}},
author={Li, Zhenlong and Ning, Huan},
journal={International Journal of Digital Earth},
volume={16},
number={2},
pages={4668--4686},
year={2023},
doi={10.1080/17538947.2023.2278895}
}
@article{lavreniuk2025delineate,
title={{Delineate Anything}: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery},
author={Lavreniuk, Mykola and Kussul, Nataliia and Shelestov, Andrii and Yailymov, Bohdan and Salii, Yevhenii and Kuzin, Volodymyr and Szantoi, Zoltan},
journal={arXiv preprint arXiv:2504.02534},
year={2025},
doi={10.48550/arXiv.2504.02534}
}
@software{gdal,
title={{GDAL}},
author={Rouault, Even and Warmerdam, Frank and Schwehr, Kurt and Kiselev, Andrey and Butler, Howard and {\L}oskot, Mateusz and Szekeres, Tamas and Tourigny, Etienne and Landa, Martin and Miara, Idan and Elliston, Ben and Chaitanya, Kumar and Plesea, Lucian and Morissette, Daniel and Jolma, Ari and Dawson, Nyall and Baston, Daniel and {de Stigter}, Craig and Miura, Hiroshi},
publisher={Zenodo},
year={2026},
doi={10.5281/zenodo.5884351},
url={https://gdal.org}
}
@software{microsoft2022planetary,
title={{microsoft/PlanetaryComputer: October 2022}},
author={{Microsoft Open Source} and McFarland, Matt and Emanuele, Rob and Morris, Dan and Augspurger, Tom},
publisher={Zenodo},
version={2022.10.28},
year={2022},
doi={10.5281/zenodo.7261897}
}
@inproceedings{chernyatevich2026dessert,
title={Hybrid-Deterministic Fallback for Dependable {LLM} Provider Composition},
author={Chernyatevich, Anton and Drozd, Sofiia and Kussul, Nataliia and Shelestov, Andrii and Giuliani, Gregory and Poussin, Charlotte},
booktitle={The 16th IEEE International Conference on Dependable Systems, Services and Technologies (DESSERT'2026)},
address={Corfu, Greece},
publisher={IEEE},
isbn={979-8-3195-6683-6},
year={2026},
pubstate={inpress}
}