NP
Nonlinear Processes in Geosciences

Nonlinear

AI-generated Images: the fragility of visual evidence in geosciences

AI-generated Images: the fragility of visual evidence in geosciences

Recently, an increased number of visually striking “scientific” images have been found online: snapshots of turbulent flows with dreamlike structure, eerily symmetric cloud patterns, and what appeared to be global temperature fields annotated with plausible colormaps and scientific-looking labels. Many of these posts quickly go viral on social media. And yet, in many cases, the images ...[Read More]

NP Interview the incoming Nonlinear Processes in Geosciences Division President: Davide Faranda

NP Interview the incoming Nonlinear Processes in Geosciences Division President: Davide Faranda

Today’s NP Interviews hosts the incoming NP Division President Davide Faranda. Davide is Research Director in Climate Physics in the Laboratoire de Science du Climat et de l’Environnement (LSCE) of the Institute Pierre Simon Laplace at the French National Center for Scientific Research (CNRS). He is an expert of weather extreme events such as cold spells, heatwaves, cyclones and severe thund ...[Read More]

NP Paper of the Month: “Representation learning with unconditional denoising diffusion models for dynamical systems”

NP Paper of the Month: “Representation learning with unconditional denoising diffusion models for dynamical systems”

About the revolution of generating butterflies Imagine the most vibrant butterfly you can conceive. Congratulations – you’ve just achieved what generative AI does! This technology can create images from simple text descriptions, revolutionising image generation. But as geoscientists, how can we use it to improve the prediction of chaotic system like our weather? How can it help us to discover prop ...[Read More]

Nonlinear Processes in Earth System Dynamics

Nonlinear Processes in Earth System Dynamics

Earth System Dynamics (ESD) is an open-access EGU journal focussing on an interdisciplinary view of the functioning of the Earth system and global change. Due its broad focus, ESD receives submissions of relevance to several different EGU divisions. Here, I would like to highlight five thought-provoking ESD papers that cover topics spanning environmental governance, extreme events, palaeo-climates ...[Read More]