Kristoffer Aalstad

Data assimilation in glacier mass balance modeling

Simulation-based inference as a paradigm for scientific machine learning in the cryosphere and beyond

Guiding drones by information gain

Spatio-temporal information propagation using sparse observations in hyper-resolution ensemble-based snow data assimilation

Using reinforcement learning to improve drone-based inference of greenhouse gas fluxes

Snow-vegetation-atmosphere interactions in alpine tundra

Disaggregating the carbon exchange of degrading permafrost peatlands using Bayesian deep learning

Coastal retreat rates of high-Arctic rock cliffs on Brøgger peninsula, Svalbard, accelerate during the past decade