Pr\'evisions m\'et\'eorologiques bas\'ees sur l'intelligence artificielle : une r\'evolution peut en cacher une autre

arXiv:2405.02679v1 Announce Type: cross
Abstract: Artificial intelligence (AI), based on deep-learning algorithm using high-quality reanalysis datasets, is showing enormous potential for weather forecasting. In this context, the European Centre for Medium-Range Weather Forecasts (ECMWF) is developing a new forecasting system based on AI. Verification results of deterministic forecast for now are promising. However, the realism of weather forecasts based on AI is often questioned. Here, different types of realism are identified and we discuss, in particular, the relationship between structural …

abstract algorithm artificial artificial intelligence arxiv centre context cs.lg datasets evolution forecasting intelligence medium physics.ao-ph quality results type verification weather weather forecasting