3 papers
physics.ao-ph2026
Reddy: An open-source toolbox for analyzing eddy-covariance measurements in heterogeneous environments
Laura Mack, Norbert Pirk
Land-atmosphere exchange is mediated by turbulent fluxes that can be quantified using eddy-covariance (EC) measurements. EC has been widely used to measure ecosystem-scale vertical…
physics.geo-ph2026
Evolving beyond collapse: An adaptive particle batch smoother for cryospheric data assimilation
Kristoffer Aalstad, Esteban Alonso-González, Norbert Pirk +3
We present a new adaptive particle-based data assimilation scheme for cryospheric applications that leverages promising developments in importance sampling. The proposed approach s…
physics.ao-ph2025
Probabilistic modelling of atmosphere-surface coupling with a copula Bayesian network
Laura Mack, Marvin Kähnert, Norbert Pirk
Land-atmosphere coupling is an important process for correctly modelling near-surface temperature profiles, but it involves various uncertainties due to subgrid-scale processes, su…