A toolkit of R functions for air quality model benchmarking, inspired by the DELTA tool (JRC-IES) and the work of the FAIRMODE WP1.
delta + R -> dartle
require("devtools")
devtools::install_github("jobonaf/dartle")http://rpubs.com/gbonafe/dartle-intro
- Carnevale, C., Finzi, G., Pederzoli, A., Pisoni, E., Thunis, P., Turrini, E., & Volta, M. (2014). Applying the delta tool to support the Air Quality Directive: evaluation of the TCAM chemical transport model. Air Quality, Atmosphere & Health, 7(3), 335-346.
- Carnevale, C., Finzi, G., Pederzoli, A., Pisoni, E., Thunis, P., Turrini, E., & Volta, M. (2015). A methodology for the evaluation of re-analyzed PM10 concentration fields: a case study over the PO Valley. Air Quality, Atmosphere & Health, 8(6), 533-544.
- Georgieva, E., Syrakov, D., Prodanova, M., Etropolska, I., & Slavov, K. (2015). Evaluating the performance of WRF-CMAQ air quality modelling system in Bulgaria by means of the DELTA tool. International Journal of Environment and Pollution, 57(3-4), 272-284.
- Lagler, F., Belis, C., & Borowiak, A. (2011). A Quality Assurance and Control Program for PM2. 5 and PM10 measurements in European Air Quality Monitoring Networks. EUR Report EN, 24851.
- Pernigotti, D., Gerboles, M., Belis, C. A., & Thunis, P. (2013). Model quality objectives based on measurement uncertainty. Part II: NO 2 and PM 10. Atmospheric environment, 79, 869-878.
- Stidworthy, A., Carruthers, D., Stocker, J., Balis, D., Katragkou, E., & Kukkonen, J. (2013, May). MyAir Toolkit for Model Evaluation. In 15 th International Conference on Harmonisation, Madrid, Spain.
- Stijn Janssen, Cristina Guerreiro, Peter Viaene, Emilia Georgieva, Philippe Thunis (2017). Guidance Document on Modelling Quality Objectives and Benchmarking
- Thunis, P., Pederzoli, A., & Pernigotti, D. (2012). Performance criteria to evaluate air quality modeling applications. Atmospheric Environment, 59, 476-482.
- Thunis, P., Georgieva, E., & Pederzoli, A. (2012). A tool to evaluate air quality model performances in regulatory applications. Environmental Modelling & Software, 38, 220-230.