4.7 Article

An R package for climate forecast verification

期刊

ENVIRONMENTAL MODELLING & SOFTWARE
卷 103, 期 -, 页码 29-42

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ELSEVIER SCI LTD
DOI: 10.1016/j.envsoft.2018.01.018

关键词

Forecast verification; Climate forecast; Skill score; R package

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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. (c) 2018 Elsevier Ltd. All rights reserved.

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