Publications ResearchGate Google Scholar Selected Publication Climate, Hazard and RiskRoberti, G., Ward, B., van Wyk de Vries, B., Le Corvec, N., Venugopal, S., Williams-Jones, G., … Menounos, B. (2021). Could Glacial Retreat-Related Landslides Trigger Volcanic Eruptions? Insights from Mount Meager, British Columbia - Understanding and Reducing Landslide Disaster Risk: Volume 5 Catastrophic Landslides and Frontiers of Landslide Science. In V. Vilímek, F. Wang, A. Strom, K. Sassa, P. T. Bobrowsky, & K. Takara (Eds.), Understanding and Reducing Landslide Disaster Risk. WLF 2020. ICL Contribution to Landslide Disaster Risk Reduction (pp. 147–151). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-60319-9_15Roberti, G., Roberts, N.J., Lit, C. (2021). Climatic Influence on Volcanic Landslides. In: Roverato, M., Dufresne, A., Procter, J. (eds) Volcanic Debris Avalanches. Advances in Volcanology. Springer, Cham. https://doi.org/10.1007/978-3-030-57411-6_6Roberti, G., Ward, B., van Wyk De Vries, B., Falorni, G., Menounos, B., Friele, P., ... & Freschi, S. (2018). Landslides and glacier retreat at Mt. Meager volcano: Hazard and risk challenges. Geohazards7 Engineering Resiliency in a Changing ClimateRoberti, G., Ward, B., van Wyk de Vries, B., Friele, P., Perotti, L., Clague, J. J., & Giardino, M. (2018). Precursory slope distress prior to the 2010 Mount Meager landslide, British Columbia. Landslides, 15(4), 637–647. https://doi.org/10.1007/s10346-017-0901-0Roberti, G. (2018). Mount Meager, a glaciated volcano in a changing cryosphere: hazards and risk challenges (Doctoral dissertation, Université Clermont Auvergne and Simon Fraser University).Roberti, G., Friele, P., van Wyk de Vries, B., Ward, B., Clague, J. J. J., Perotti, L., … Giardino, M. (2017). Rheological evolution of the mount meager 2010 debris avalanche, southwestern british columbia. Geosphere, 13(2), GES01389.1. https://doi.org/10.1130/GES01389.1Delcamp, A., Roberti, G., & van Wyk de Vries, B. (2016). Water in volcanoes: Evolution, storage and rapid release during landslides. Bulletin of Volcanology, 78(12), 87. https://doi.org/10.1007/s00445-016-1082-8Artificial Intelligence and Machine LearningRoberti, G., McGregor, J., Lam, S., Bigelow, D., Boyko, B., Ahern, C., … Richard, S. (2020). INSPIRE standards as framework for artificial intelligence applications: a landslides example. Natural Hazards and Earth System Sciences Discussions, 2020, 1–28. https://doi.org/10.5194/nhess-2020-134Hajimoradlou, A., Roberti, G., & Poole, D. (2020). Predicting Landslides Using Locally Aligned Convolutional Neural Networks. In C. Bessiere (Ed.), Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI-20} (pp. 3342–3348). Yokohama: International Joint Conferences on Artificial Intelligence Organization. https://doi.org/10.24963/ijcai.2020/462 Thanks for your interest!
