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On Website Technicals (2020-08) - Tech updates: Review rework, CSS contain and large pages, AutoAds and floats, moar moves, reviews fixed, MODBUS et al, Brotli, FAQ droop. - https://www.earth.org.uk/note-on-site-technicals-39.html

On Website Technicals (2020-08)
Tech updates: Review rework, CSS contain and large pages, AutoAds and floats, moar moves, reviews fixed, MODBUS et al, Brotli, FAQ droop.

Lightning-Fast Thunderstorm Warnings: Predicting Severe Convective Environments with Global Neural Weather Models
Monika Feldmann, Tom Beucler, Milton Gomez, Olivia Martius
https://arxiv.org/abs/2406.09474

Lightning-Fast Thunderstorm Warnings: Predicting Severe Convective Environments with Global Neural Weather Models
The recently released suite of AI weather models can produce multi-day, medium-range forecasts within seconds, with a skill on par with state-of-the-art operational forecasts. Traditional AI model evaluation predominantly targets global scores on single levels. Specific prediction tasks, such as severe convective environments, require much more precision on a local scale and with the correct vertical gradients between levels. With a focus on the convective season of global hotspots in 2020, we …

Analysis of non-equilibrium fluctuations in a number of COVID-19 cases and deaths based on time-convolutionless projection-operator method
Michio Tokuyama
https://arxiv.org/abs/2406.05611

Analysis of non-equilibrium fluctuations in a number of COVID-19 cases and deaths based on time-convolutionless projection-operator method
The non-equilibrium fluctuations observed in a number of COVID-19 cases and deaths are analyzed from a statistical-dynamical point view. By investigating the data observed around the world which were collected from January 15, 2020 to April 28, 2023 at https://coronavirus.jhu.edu/, we first show that the dynamics of the fluctuations is described by a stochastic equation whose stochastic force is a multiplicative type. By employing the time-convolutionless projection-operator method in open syst…