E4221 Modelling and Interpretation of Environmental Data - Practicals

Přírodovědecká fakulta
jaro 2024
Rozsah
0/2/0. 2 kr. (plus ukončení). Ukončení: z.
Vyučující
Mgr. Jiří Komprda, Ph.D. (cvičící)
Mgr. Klára Komprdová, Ph.D. (cvičící)
Garance
prof. Martin Scheringer, Dr. sc. nat.
RECETOX – Přírodovědecká fakulta
Kontaktní osoba: Mgr. Jiří Komprda, Ph.D.
Dodavatelské pracoviště: RECETOX – Přírodovědecká fakulta
Rozvrh
Po 19. 2. až Ne 26. 5. Pá 14:00–15:50 D29/347-RCX2
Předpoklady
NOW( E4220 Model Interpret Env Data )
Elementary knowledge of environmental and physical chemistry, basics of differential and integral calculus of one variable, basic and multivariate statistics.
Omezení zápisu do předmětu
Předmět je nabízen i studentům mimo mateřské obory.
Mateřské obory/plány
Cíle předmětu
The aim of the seminar is to demontrate a use of the different types of models of the environmental transport, fate and exposure of chemicals presented in the course E4220. Several quantitative tools are used to process real environmental data and for describing, understanding and predicting the pathways of pollutants.
Výstupy z učení
In the end of the course student should be able to understand and develop dynamic mass-balance and statistical models for environmental pollutants and utilize them in his/her research work; understand the accuracy, validity, and sensitivity of a chemical fate and transport model; understand the relationship between the chemical properties and environmental fate of organic chemicals
Osnova
  • 1) Calculate basic partitioning of chemicals in a two-media system 2) Set up and solve a level-I 3-box model 3) Set up and solve a level-II 3-box model 4) Use the Small-World Model (level-III model) to investigate the fate of chemicals in a “unit-world system” 5) Estimate atmospheric deposition and degradation of organic chemicals 6) Investigate the temporal remote state of chemicals in the environment 7) Set-up and solve a model for bioaccumulation in fish 8) Creation of different types of experimental designs 9) Calculation of autocorrelations, confounding, seasonality and delayed exposures 10)Calculation of the time trends of organic compounds in air, soil and water 11) Spatial interpolation of concentrations and pools of organic compounds in soil 12) Identification of the sources of pollution using PCA and PMF 13) Resampling techniques and sensitivity analysis
Literatura
    doporučená literatura
  • SCHERINGER, Martin. Persistence and spatial range of environmental chemicals: New ethical and scientific concepts for risk assessment. First edition. Wiley-VCH, 2002. 294 s. ISBN 9783527305278
  • SCHWARZENBACH, René P., P. M. GSCHWEND a Dieter M. IMBODEN. Environmental organic chemistry. Third edition. Hoboken, New Jersey: Wiley, 2016, xvii, 1005. ISBN 9781118767238. info
  • MACKAY, Donald. Multimedia environmental models : the fugacity approach. 2nd ed. Boca Raton, Fla.: Taylor & Francis, 2001, 261 s. ISBN 1566705428. info
    neurčeno
  • HENGL, T. A Practical Guide to Geostatistical Mapping of Environmental Variables. Luxemburg: EUR 22904 EN Scientific and Technical Research series, Office for Official Publications of the European Communities, 2007, 143 s. ISBN 978-92-79-0690. info
  • HASTIE, Trevor, Robert TIBSHIRANI a J. H. FRIEDMAN. The elements of statistical learning : data mining, inference, and prediction. Corrected ed. New York: Springer, 2003, xvi, 533. ISBN 0387952845. info
Výukové metody
Practical exercises on computers.
Metody hodnocení
6 classified homeworks
Další komentáře
Studijní materiály
Předmět je vyučován každoročně.
Nachází se v prerekvizitách jiných předmětů
Předmět je zařazen také v obdobích jaro 2021, jaro 2022, jaro 2023, jaro 2025.