Abstract
Three different options for involving R statistical software in the infrastructure of the data warehouse and visualization tool of the Global Monitoring Plan for persistent organic pollutants are presented, all differing in their demands with respect to data transfer rates, numbers of concurrently connected users, total amounts of data transferred, and the possibilities of repeating statistical calculations within a short period. After the development stage, two of these options were used at different levels of the system, demonstrating the specificity of their use and enabling the deployment of the powerful features of R statistical software by a system created using conventional programming languages.
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Hůlek, R., Jarkovský, J., Borůvková, J., Kalina, J., Gregor, J., Šebková, K., Schwarz, D., Klánová, J., Dušek, L.: Global Monitoring Plan of the Stockholm Convention on Persistent Organic Pollutants: visualization and on-line analysis of data from the monitoring reports (2013)
Jarkovský, J., Dušek, L., Klánová, J., Hůlek, R., Šebková, K., Borůvková, J., Kalina, J., Gregor, J., Bednářová, Z., Novák, R., Šalko, M., Hřebíček, J., Holoubek, I.: Multi-matrix online data browser for environmental analysis and assessment. Masaryk University, Version 1.0 (2014), www.genasis.cz (Version 3.10. March 2014)
Hůlek, R., Kalina, J., Dušek, L., Jarkovský, J.: Integration of R Statistical Environment into ICT Infrastructure of GMP and GENASIS. In: Hřebíček, J., Schimak, G., Kubásek, M., Rizzoli, A.E. (eds.) ISESS 2013. IFIP Advances in Information and Communication Technology, vol. 413, pp. 240–252. Springer, Heidelberg (2013)
The R Project for Statistical Computing (2014), http://www.r-project.org/
Kalina, J., Klánová, J., Dušek, L., Harner, T., Borůvková, J., Jarkovský, J.: genasis: Global ENvironmental ASsessment Information System (GENASIS) computational tools. R packageversion 1.0 (2014), http://CRAN.R-project.org/package=genasis
Van den Berg, M., Birnbaum, L.S., Denison, M., De Vito, M., Farland, W., Feeley, M., Fiedler, H., Hakansson, H., Hanberg, A., Haws, L., Rose, M., Safe, S., Schrenk, D.: Tohyama, Ch., Tritscher, A., Tuomisto, J., Tysklind, M., Walker, N., Peterson, R.E.: The, World Health Organization Reevaluation of Human and Mammalian Toxic Equivalency Factors for Dioxins and Dioxin-Like Compounds. Toxicological Sciences 93(2),223-241 (2005), doi: 10.1093/toxsci/kfl055
Ripley, B., Lapsley, M.: RODBC: ODBC Database Access. R packageversion 1.3-9 (2013), http://CRAN.R-project.org/package=RODBC
Ooms, J., Duncan, T.L., Hilaiel, L.: jsonlite: A Robust, High Performance JSON Parser and Generator for R. R package version 0.9.13, http://cran.r-project.org/web/packages/jsonlite/index.html
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Kalina, J., Hůlek, R., Borůvkova, J., Jarkovský, J., Klánová, J., Dušek, L. (2015). Three Levels of R Language Involvement in Global Monitoring Plan Warehouse Architecture. In: Denzer, R., Argent, R.M., Schimak, G., Hřebíček, J. (eds) Environmental Software Systems. Infrastructures, Services and Applications. ISESS 2015. IFIP Advances in Information and Communication Technology, vol 448. Springer, Cham. https://doi.org/10.1007/978-3-319-15994-2_43
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DOI: https://doi.org/10.1007/978-3-319-15994-2_43
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