2 papers
stat.AP2021
A Probabilistic Assessment of the COVID-19 Lockdown on Air Quality in the UK
Thomas Pinder, Michael Hollaway, Christopher Nemeth +2
In March 2020 the United Kingdom (UK) entered a nationwide lockdown period due to the Covid-19 pandemic. As a result, levels of nitrogen dioxide (NO2) in the atmosphere dropped. In…
physics.geo-ph2020
Ensembling geophysical models with Bayesian Neural Networks
Ushnish Sengupta, Matt Amos, J. Scott Hosking +3
Ensembles of geophysical models improve projection accuracy and express uncertainties. We develop a novel data-driven ensembling strategy for combining geophysical models using Bay…