Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6962074 | Environmental Modelling & Software | 2018 | 14 Pages |
Abstract
Forecast verification is necessary to determine the skill and quality of a forecasting system, and whether it shows improvement with pre- or post-processing. s2dverification v2.8.0 is an open-source R package for the quality assessment of climate forecasts using state-of-the-art verification scores. The package provides tools for each step of the forecast verification process: data retrieval, processing, calculation of verification measures and visualisation of the results. Examples are provided and explained for each of these stages using climate model output.
Related Topics
Physical Sciences and Engineering
Computer Science
Software
Authors
Nicolau Manubens, Louis-Philippe Caron, Alasdair Hunter, Omar Bellprat, Eleftheria Exarchou, Neven S. FuÄkar, Javier Garcia-Serrano, François Massonnet, Martin Ménégoz, Valentina Sicardi, Lauriane Batté, Chloé Prodhomme, Verónica Torralba,