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Evaluation of WRF model performance in different European regions with the DELTA-FAIRMODE evaluation tool

  • Mario Marcello Miglietta
  • , Philippe Thunis
  • , Emilia Georgieva
  • , Anna Pederzoli
  • , Bertrand Bessagnet
  • , Etienne Terrenoire
  • , Augustin Colette
  • Institute of Atmospheric Sciences and Climate-National Research Council (ISAC-CNR)
  • Ev-K2-CNR Committee
  • European Commission Joint Research Centre
  • Dipartimento di Ingegneria dell'Informazione
  • University of Brescia
  • INERIS Institut National de l'Environnement Industriel et des Risques

Research output: Contribution to journalArticlepeer-review

13 Citations (Scopus)

Abstract

One-year (2006) WRF model simulations performed at a European scale and ECMWF-IFS forecasts are compared with 10 m wind speed and 2 m temperature observations from around 1,200 surface stations. A statistical evaluation on the modelled meteorological fields is performed using the DELTA software, developed in the framework of FAIRMODE, the forum for air quality modellers relevant to the application of the European Air Quality Directive. In terms of wind speed, ECMWF forecasts are pretty good over most of the domain, while WRF model simulations are less skillful, e.g., they show a larger bias and RMSE. Regarding 2 m temperature, performance criteria are better satisfied by both modelling systems. Finally, the models' statistics are exemplified in a couple of specific areas: near Berlin, one of the urban areas showing a better model performance, and in the Alpine region, where the model skill is very poor.

Original languageEnglish
Pages (from-to)83-97
Number of pages15
JournalInternational Journal of Environment and Pollution
Volume50
Issue number1-4
DOIs
Publication statusPublished - 1 Jan 2012
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities
  2. SDG 12 - Responsible Consumption and Production
    SDG 12 Responsible Consumption and Production

Keywords

  • Benchmarking
  • Environmental pollution
  • Evaluation tools
  • FAIRMODE
  • Meteorological models
  • Model validation
  • NWP
  • Numerical weather prediction
  • Statistical scores
  • WRF model

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