Ecological mapping with geospatial foundation models.

Etienne Eben Vos

Craig Mahlasi Gciniwe S. Baloyi Zaheed Gaffoor Levente J. Klein Anne Jones Etienne Eben Vos Michal Muszynski Geoffrey Dawson Campbell D. Watson Ecological mapping with geospatial foundation models. 2026 February abs/2602.10720 CoRR https://doi.org/10.48550/arXiv.2602.10720 db/journals/corr/corr2602.html#abs-2602-10720 streams/journals/corr

Sujit Roy Johannes Schmude Rohit Lal Vishal Gaur Marcus Freitag Julian Kuehnert Theodore van Kessel Dinesha Hegde Andrés Muñoz-Jaramillo Johannes Jakubik Etienne Eben Vos Kshitiz Mandal Ata Akbari Asanjan João Lucas de Sousa Almeida Amy Lin Talwinder Singh Yanghui Kang Chetraj Pandey Jinsu Hong Berkay Aydin Thorsten Kurth Ryan M. McGranaghan Spiridon Kasapis Vishal Upendran Shah Bahauddin Daniel da Silva Nikolai V. Pogorelov Anne Spalding Campbell D. Watson Manil Maskey Madhulika Guhathakurta Juan Bernabé-Moreno Rahul Ramachandran Surya: Foundation Model for Heliophysics. 2025 August abs/2508.14112 CoRR https://doi.org/10.48550/arXiv.2508.14112 db/journals/corr/corr2508.html#abs-2508-14112 streams/journals/corr

Jannis Fleckenstein David Kreismann Tamara Govindasamy Thomas Brunschwiler Etienne Eben Vos Mattia Rigotti Detection and Simulation of Urban Heat Islands Using a Fine-Tuned Geospatial Foundation Model for Microclimate Impact Prediction. 2025 October abs/2510.18773 CoRR https://doi.org/10.48550/arXiv.2510.18773 db/journals/corr/corr2510.html#abs-2510-18773 streams/journals/corr

Alban Puech Matteo Mazzonelli Celia Cintas Tamara Govindasamy Mangaliso Mngomezulu Jonas Weiss Matteo Baù Anna Varbella François Mirallès Kibaek Kim Le Xie Hendrik F. Hamann Etienne Eben Vos Thomas Brunschwiler gridfm-datakit-v1: A Python Library for Scalable and Realistic Power Flow and Optimal Power Flow Data Generation. 2025 December abs/2512.14658 CoRR https://doi.org/10.48550/arXiv.2512.14658 db/journals/corr/corr2512.html#abs-2512-14658 streams/journals/corr

Muaaz Bhamjee Hiyam Debary Zaheed Gaffoor Tamara Govindasamy Craig Mahlasi Mustansar Fiaz Etienne Eben Vos Levente J. Klein Sibusisiwe Makhanya Campbell D. Watson Julian Kuehnert Detection and Characterization of Urban Heat Islands with Machine Learning. 1693-1699 2024 IGARSS https://doi.org/10.1109/IGARSS53475.2024.10641750 conf/igarss/2024 db/conf/igarss/igarss2024.html#BhamjeeDGGMFVKMWK24 streams/conf/igarss

Sujit Roy Talwinder Singh Marcus Freitag Johannes Schmude Rohit Lal Dinesha Hegde Soumya Ranjan Amy Lin Vishal Gaur Etienne Eben Vos Rinki Ghosal Badri Narayana Patro Berkay Aydin Nikolai V. Pogorelov Juan Bernabé-Moreno Manil Maskey Rahul Ramachandran AI Foundation Model for Heliophysics: Applications, Design, and Implementation. 2024 abs/2410.10841 CoRR https://doi.org/10.48550/arXiv.2410.10841 db/journals/corr/corr2410.html#abs-2410-10841 streams/journals/corr

Ken C. L. Wong Hongzhi Wang 0002 Etienne Eben Vos Bianca Zadrozny Campbell D. Watson Tanveer F. Syeda-Mahmood Addressing Deep Learning Model Uncertainty in Long-Range Climate Forecasting with Late Fusion. 2021 abs/2112.05254 CoRR https://arxiv.org/abs/2112.05254 db/journals/corr/corr2112.html#abs-2112-05254

Etienne Eben Vos Francois P. S. Luus Chris J. Finlay Bruce A. Bassett A Generative Machine Learning Approach to RFI Mitigation for Radio Astronomy. 1-6 2019 MLSP https://doi.org/10.1109/MLSP.2019.8918820 conf/mlsp/2019 db/conf/mlsp/mlsp2019.html#VosLFB19

Alireza Vafaei Sadr Etienne Eben Vos Bruce A. Bassett Zafiirah Hosenie Nadeem Oozeer Michelle Lochner DeepSource: Point Source Detection using Deep Learning. 2018 abs/1807.02701 CoRR http://arxiv.org/abs/1807.02701 db/journals/corr/corr1807.html#abs-1807-02701

João Lucas de Sousa Almeida Ata Akbari Asanjan Berkay Aydin Shah Bahauddin Gciniwe S. Baloyi Bruce A. Bassett Matteo Baù Juan Bernabé-Moreno Muaaz Bhamjee Thomas Brunschwiler Celia Cintas Geoffrey Dawson Hiyam Debary Mustansar Fiaz Chris J. Finlay Jannis Fleckenstein Marcus Freitag Zaheed Gaffoor Vishal Gaur Rinki Ghosal Tamara Govindasamy Madhulika Guhathakurta Hendrik F. Hamann Dinesha Hegde Jinsu Hong Zafiirah Hosenie Johannes Jakubik Anne Jones Yanghui Kang Spiridon Kasapis Theodore G. van KesselTheodore van Kessel Kibaek Kim Levente J. Klein David Kreismann Julian Kuehnert Thorsten Kurth Rohit Lal Amy Lin Michelle Lochner Francois P. S. Luus Craig Mahlasi Sibusisiwe Makhanya Kshitiz Mandal Manil Maskey Matteo Mazzonelli Ryan M. McGranaghan François Mirallès Mangaliso Mngomezulu Andrés Muñoz-Jaramillo Michal Muszynski Nadeem Oozeer Chetraj Pandey Badri Narayana Patro Nikolai V. Pogorelov Alban Puech Rahul Ramachandran Soumya Ranjan Mattia Rigotti Sujit Roy Alireza Vafaei Sadr Johannes Schmude Daniel Da SilvaDaniel da Silva Talwinder Singh Anne Spalding Tanveer F. Syeda-Mahmood Vishal Upendran Anna Varbella Hongzhi Wang 0002 Campbell D. Watson Jonas Weiss Ken C. L. Wong Le Xie Bianca Zadrozny