506 citations
- Stockholm UniversitySE21 papers
- KTH Royal Institute of TechnologySE8 papers
- Joint Institute for Laboratory AstrophysicsUS6 papers
- Laboratory for Atmospheric and Space PhysicsUS6 papers
- SINTEF Energy ResearchNO6 papers
- Swedish e-Science Research CentreSE6 papers
- University of Colorado BoulderUS6 papers
- Norwegian University of Science and TechnologyNO5 papers
- University of GothenburgSE5 papers
- Uppsala UniversitySE4 papers
- NSF National Center for Atmospheric ResearchUS3 papers
- University of ReadingGB3 papers
Showing 2020Show all
2 papers · 1 filter
stat.AP2020★ 42 cited
Global-scale massive feature extraction from monthly hydroclimatic time series: Statistical characterizations, spatial patterns and hydrological similarity
Georgia Papacharalampous, Hristos Tyralis, Simon Michael Papalexiou +4
Hydroclimatic time series analysis focuses on a few feature types (e.g., autocorrelations, trends, extremes), which describe a small portion of the entire information content of th…
physics.ao-ph2020★ 506 cited
WeatherBench: A benchmark dataset for data-driven weather forecasting
Stephan Rasp, Peter D. Dueben, Sebastian Scher +3
Data-driven approaches, most prominently deep learning, have become powerful tools for prediction in many domains. A natural question to ask is whether data-driven methods could al…