Marc’s research will focus on improving our current understanding of hydrometeorological and hydrological regimes in the Himalayas, at the catchment and local scales, for the present-day climate. Marc will use a hybrid approach, leveraging probabilistic machine learning models in combination with state-of-the-art techniques, and using data from multiple sources (observations, climate models, satellite products, etc.). Marc is particularly interested in uncertainty quantification and how this translates into actionable information for vulnerability-impact-adaptation (VIA) studies and better decision making.
Girona‐Mata, M., Miles, E. S., Ragettli, S., & Pellicciotti, F. (2019). High‐Resolution Snowline Delineation From Landsat Imagery to Infer Snow Cover Controls in a Himalayan Catchment. Water Resources Research, 55(8), 6754–6772. https://doi.org/10.1029/2019WR024935