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Volpi, M.; Landwehr, S.; Thomas, J.; Schmale, J. "Distance to the nearest land/coastline (including small subantarctic islands) for the five-minute average cruise track of the Antarctic Circumnavigation Expedition (ACE) during the austral summer of 2016/2017" Available at: http://dx.doi.org/10.5281/zenodo.3832045 2020 View publication
Dataset
Hendrick, M.; Pérez-Guillén, C.; Van Herwijnen, A.; Schweizer, J. "Machine learning as a tool for avalanche forecasting" EGU General Assembly Conference Abstracts 2020 View publication
Conference Paper
Landwehr, S.; Volpi, M.; Perez-Cruz, F.; Schmale, J. "Sparse Principal Component Analysis as a tool for the exploration of heterogeneous datasets from multidisciplinary field experiments" Data Science in Climate and Climate Impact Research 2020 View publication
Conference Paper
Acheson, E.; Volpi, M.; Purves, R. S. "Machine learning for cross-gazetteer matching of natural features" International Journal of Geographical Information Science 34 4 708-734 2020 View publication
Journal Article
Bracher, J.; Wolffram, D.; Deuschel, J.; Görgen, K.; Ketterer, J.; Ullrich, A.; Abbott, S.; Barbarossa, M.; Bertsimas, D.; Bhatia, S.; et al. "Short-term forecasting of COVID-19 in Germany and Poland during the second wave – a preregistered study" Preprint 2020 View publication
Preprint
Roth, S. I.; Leiterer, R.; Volpi, M.; Celio, E.; Schaepman, M. E.; Joerg, P. C. "Automated detection of individual clove trees for yield quantification in northeastern Madagascar based on multi-spectral satellite data" Remote Sensing of Environment 221 144-156 2019 View publication
Journal Article
Sippel, S.; Meinshausen, N.; Merrifield, A.; Lehner, F.; Pendergrass, A. G.; Fischer, E.; Knutti, R. "Uncovering the Forced Climate Response from a Single Ensemble Member Using Statistical Learning" Journal of Climate 32 17 5677-5699 2019 View publication
Journal Article
Fluri, J.; Kacprzak, T.; Lucchi, A.; Refregier, A.; Amara, A.; Hofmann, T.; Schneider, A. "Cosmological constraints with deep learning from KiDS-450 weak lensing maps" Physical Review D 100 6 63514 2019 View publication
Journal Article
Landwehr, S.; Thomas, J.; Gorodetskaya, I.; Thurnherr, I.; Robinson, C.; Schmale, J. "Quality-checked meteorological data from the Southern Ocean collected during the Antarctic Circumnavigation Expedition from December 2016 to April 2017." Available at: https://zenodo.org/record/3379590 2019 View publication
Dataset
Martin, H.; Hong, Y.; Bucher, D.; Rupprecht, C.; Buffat, R. "Traffic4cast-Traffic Map Movie Forecasting -- Team MIE-Lab" Preprint 2019 View publication
Preprint
Székely, E.; Sippel, S.; Knutti, R.; Obozinski, G.; Meinshausen, N. "A direct approach to detection and attribution of climate change" Proceedings of the 9th International Conference on Climate Informatics 2019 View publication
Conference Paper
Hagestedt, I.; Zhang, Y.; Humbert, M.; Berrang, P.; Tang, H.; Wang, X.; Backes, M. "MBeacon: Privacy-Preserving Beacons for DNA Methylation Data" Proceedings 2019 Network and Distributed System Security Symposium 2019 View publication
Conference Paper
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