Predicting weather forecast uncertainty with machine learning

Dynamical proxies of North Atlantic predictability and extremes

(2017) Davide Faranda et al.   Scientific Reports

Attribution of recent temperature behaviour reassessed by a neural-network method

(2017) Antonello Pasini et al.   Scientific Reports

The quiet revolution of numerical weather prediction

(2015) Peter Bauer et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Quality Control of Weather Radar Data Using Polarimetric Variables

(2014) Valliappa Lakshmanan et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Flow-dependent verification of the ECMWF ensemble over the Euro-Atlantic sector

(2014) Laura Ferranti et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

NOAA's Second-Generation Global Medium-Range Ensemble Reforecast Dataset

(2013) Thomas M. Hamill et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Characteristics of Occasional Poor Medium-Range Weather Forecasts for Europe

(2013) Mark J Rodwell et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Statistical downscaling of GCM simulations to streamflow using relevance vector machine

(2007) Subimal Ghosh et al.   ADVANCES IN WATER RESOURCES