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Book Chapter
Reichstein, M.). John Wiley & Sons Ltd, Hoboken, New Jersey (2021)
Emulating ecological memory with recurrent neural networks. In: Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences, pp. 269 - 281 (Eds. Camps-Valls, G.; Tuia, D.; Zhu, X. X.; 42.
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Reichstein, M.). John Wiley & Sons Ltd, Hoboken, New Jersey (2021)
Generative adversarial networks in the Geosciences. In: Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences, pp. 24 - 36 (Eds. Camps-Valls, G.; Tuia, D.; Zhu, X. X.; 43.
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Reichstein, M.). John Wiley & Sons Ltd, Hoboken, New Jersey (2021)
Spatio-temporal Autoencoders in Weather and Climate Research. In: Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences, pp. 186 - 203 (Eds. Camps-Valls, G.; Tuia, D.; Zhu, X. X.; Conference Paper (3)
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Sentinel-1 and Sentinel-2 time series breakpoint detection as part of the south African land degradation monitor (SALDI). In: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, pp. 1997 - 2000. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium , July 11, 2021 - July 16, 2021. IEEE, Brüssel, Belgien (2021)
45.
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EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA , June 19, 2021 - June 25, 2021. IEEE, Nashville, TN, USA (2021)
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Discovering differential equations from earth observation data. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 3999 - 4002. IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, HI, USA, September 26, 2020 - October 02, 2020. IEEE (2021)
Thesis - PhD (7)
47.
Thesis - PhD
Towards a Data-Driven Understanding of Dissolved Organic Matter in the Critical Zone. Dissertation, Friedrich Schiller University Jena, Jena (2021)
48.
Thesis - PhD
Effect of plant inputs and nutrient acquisition strategies on soil microbial community. Dissertation, Friedrich Schiller University Jena, Jena (2021)
49.
Thesis - PhD
Multi-proxy reconstruction of South Asian monsoon variability in Sri Lanka. Dissertation, Friedrich Schiller University Jena, Jena (2021)
50.
Thesis - PhD
Dynamics of non-structural carbon in tropical trees and wood functional traits. Dissertation, Friedrich Schiller University Jena, Jena (2021)
51.
Thesis - PhD
Biosphere-atmosphere interactions: Inferring dependencies via causal graph reconstruction. Dissertation, Ghent University, Ghent (2021)
52.
Thesis - PhD
Dynamics in production and emission of volatile organic compounds from soil, leaves and litter. Dissertation, Friedrich Schiller University Jena, Jena (2021)
53.
Thesis - PhD
Ecosystem Transpiration from Eddy Covariance. Dissertation, Friedrich Schiller University Jena, Jena (2021)