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references.bib
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@article{landi2018complexity,
title={Complexity and stability of ecological networks: a review of the theory},
author={Landi, Pietro and Minoarivelo, Henintsoa O and Br{\"a}nnstr{\"o}m, {\AA}ke and Hui, Cang and Dieckmann, Ulf},
journal={Population ecology},
volume={60},
number={4},
pages={319--345},
year={2018},
publisher={Springer}
}
@book{jorgensen2001fundamentals,
title={Fundamentals of ecological modelling},
author={Jorgensen, Sven Erik and Bendoricchio, Giuseppe},
volume={21},
year={2001},
publisher={Elsevier}
}
@book{wu2006scaling,
title={Scaling and uncertainty analysis in ecology},
author={Wu, Jianguo and Jones, K Bruce and Loucks, Orie L},
year={2006},
publisher={Springer}
}
@article{blumenstiel2024multi,
title={Multi-Spectral Remote Sensing Image Retrieval Using Geospatial Foundation Models},
author={Blumenstiel, Benedikt and Moor, Viktoria and Kienzler, Romeo and Brunschwiler, Thomas},
journal={arXiv preprint arXiv:2403.02059},
year={2024}
}
@article{cao2022understand,
title={How to understand masked autoencoders},
author={Cao, Shuhao and Xu, Peng and Clifton, David A},
journal={arXiv preprint arXiv:2202.03670},
year={2022}
}
@article{khosla2020supervised,
title={Supervised contrastive learning},
author={Khosla, Prannay and Teterwak, Piotr and Wang, Chen and Sarna, Aaron and Tian, Yonglong and Isola, Phillip and Maschinot, Aaron and Liu, Ce and Krishnan, Dilip},
journal={Advances in neural information processing systems},
volume={33},
pages={18661--18673},
year={2020}
}
@article{li2023assessment,
title={Assessment of IBM and NASA's geospatial foundation model in flood inundation mapping},
author={Li, Wenwen and Lee, Hyunho and Wang, Sizhe and Hsu, Chia-Yu and Arundel, Samantha T},
journal={arXiv preprint arXiv:2309.14500},
year={2023}
}
@inproceedings{pantazis2021focus,
title={Focus on the positives: Self-supervised learning for biodiversity monitoring},
author={Pantazis, Omiros and Brostow, Gabriel J and Jones, Kate E and Mac Aodha, Oisin},
booktitle={Proceedings of the IEEE/CVF International conference on computer vision},
pages={10583--10592},
year={2021}
}
@article{li2024non,
title={Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning},
author={Li, Zhishuai and Nie, Yunhao and Li, Ziyue and Bai, Lei and Lv, Yisheng and Zhao, Rui},
journal={arXiv preprint arXiv:2401.12681},
year={2024}
}
@article{moor2023foundation,
title={Foundation models for generalist medical artificial intelligence},
author={Moor, Michael and Banerjee, Oishi and Abad, Zahra Shakeri Hossein and Krumholz, Harlan M and Leskovec, Jure and Topol, Eric J and Rajpurkar, Pranav},
journal={Nature},
volume={616},
number={7956},
pages={259--265},
year={2023},
publisher={Nature Publishing Group UK London}
}