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Published in In the proceedings of Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, 2019
Recommended citation: "Plant recommendation using the environment and biotic associations." In the proceedings of Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, 2019.
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Published in Scientific Reports, 2021
Recommended citation: "Analysis of complex trophic networks reveals the signature of land-use intensification on soil communities in agroecosystems." Scientific Reports, 2021.
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Published in Scientific Reports, 2021
Recommended citation: "Cascading effects of moth outbreaks on subarctic soil food webs." Scientific Reports, 2021.
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Published in Geoderma, 2022
Recommended citation: "A common framework for developing robust soil fauna classifications." Geoderma, 2022.
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Published in Molecular Ecology Resources, 2023
Recommended citation: "New deep learning-based methods for visualizing ecosystem properties using environmental DNA metabarcoding data." Molecular Ecology Resources, 2023.
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Published in bioRxiv, 2024
Recommended citation: "Causal discovery from ecological time-series with one timestamp and multiple observations." bioRxiv, 2024.
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Published in Trends in Ecology & Evolution, 2024
Recommended citation: "Novel community data in ecology-properties and prospects." Trends in Ecology & Evolution, 2024.
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Published in Journal of Animal Ecology, 2024
Recommended citation: "Vegetation structure and climate shape mountain arthropod distributions across trophic levels." Journal of Animal Ecology, 2024.
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Published in arXiv preprint arXiv:2507.09732, 2025
Recommended citation: "Continental scale habitat modelling with artificial intelligence and multimodal earth observation." arXiv preprint arXiv:2507.09732, 2025.
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Published in arXiv preprint arXiv:2506.13568, 2025
Recommended citation: "Digging deeper: deep joint species distribution modeling reveals environmental drivers of Earthworm Communities." arXiv preprint arXiv:2506.13568, 2025.
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Published in arXiv preprint arXiv:2506.13649, 2025
Recommended citation: "EUNIS Habitat Maps: Enhancing Thematic and Spatial Resolution for Europe through Machine Learning." arXiv preprint arXiv:2506.13649, 2025.
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Published in Methods in Ecology and Evolution, 2025
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Recommended citation: "Introduction to deep learning methods for multi-species predictions." Methods in Ecology and Evolution, 2025.
Published in bioRxiv, 2025
Recommended citation: "Limits and Promises of Earth Observation Foundation Models in Predicting Multi-Trophic Soil Biodiversity." bioRxiv, 2025.
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Published in arXiv preprint arXiv:2507.09317, 2025
Recommended citation: "Uncovering symmetric and asymmetric species associations from community and environmental data." arXiv preprint arXiv:2507.09317, 2025.
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Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
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