Skip to main content

2020 | OriginalPaper | Buchkapitel

Prediction of Greenhouse Series Evolution. A Case Study

verfasst von : Maria-Alexandra Badea, Cristina-Cleopatra Bacauanu, Alina Barbulescu

Erschienen in: Modelling and Development of Intelligent Systems

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

One of the major global concerns nowadays is definitely the pollution. The effects are more and more visible as time passes, our daily activities affecting the environment more than they should. Pollution has effects on air, water and soil. According to the European Economic Area (EEA), air pollution is the main cause of premature death in 41 European nations. Their studies found high levels of air pollutants in Poland that came second on the list, topped by Turkey. Therefore, in this article we aim to determine a model for greenhouse gas (GHG) emissions and atmospheric pollutants in Poland based on a set of data retrieved from a European statistics website.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Atkinson, R.W., Ross Anderson, H., et al.: Acute effects of particulate air pollution on respiratory admissions: results from APHEA 2 project. Air Pollut. Healndth 164, 1860–1866 (2001) Atkinson, R.W., Ross Anderson, H., et al.: Acute effects of particulate air pollution on respiratory admissions: results from APHEA 2 project. Air Pollut. Healndth 164, 1860–1866 (2001)
3.
Zurück zum Zitat Bărbulescu, A., Barbes, L.: Models for the pollutants correlation in the Romanian Littoral. Rom. Rep. Phys. 66(4), 1189–1199 (2014) Bărbulescu, A., Barbes, L.: Models for the pollutants correlation in the Romanian Littoral. Rom. Rep. Phys. 66(4), 1189–1199 (2014)
4.
Zurück zum Zitat Bărbulescu, A., Barbes, L.: Mathematical modelling of sulfur dioxide concentration in the western part of Romania. J. Environ. Manag. 204(Part 3), 825–830 (2017)CrossRef Bărbulescu, A., Barbes, L.: Mathematical modelling of sulfur dioxide concentration in the western part of Romania. J. Environ. Manag. 204(Part 3), 825–830 (2017)CrossRef
5.
Zurück zum Zitat Bărbulescu, A., Barbes, L.: Modeling the carbon monoxide dissipation in Timisoara Romania. J. Environ. Manag. 204(Part 3), 831–838 (2017)CrossRef Bărbulescu, A., Barbes, L.: Modeling the carbon monoxide dissipation in Timisoara Romania. J. Environ. Manag. 204(Part 3), 831–838 (2017)CrossRef
6.
Zurück zum Zitat Bărbulescu, A., Barbes, L., Nazzal, Y.: New model for inorganic pollutants dissipation on the northern part of the Romanian Black Sea coast. Rom. J. Phys. 63(5–6), 806 (2018) Bărbulescu, A., Barbes, L., Nazzal, Y.: New model for inorganic pollutants dissipation on the northern part of the Romanian Black Sea coast. Rom. J. Phys. 63(5–6), 806 (2018)
7.
Zurück zum Zitat Bărbulescu, A., Nazzal, Y.: Statistical analysis of the dust storms in the United Arab Emirates. Atmos. Res. 231, 104669 (2000)CrossRef Bărbulescu, A., Nazzal, Y.: Statistical analysis of the dust storms in the United Arab Emirates. Atmos. Res. 231, 104669 (2000)CrossRef
8.
Zurück zum Zitat Binkowski, L.J., et al.: Relationship between air pollution and metal levels in cancerous and non-cancerous lung tissues. J. Environ. Sci. Health. Part A 51(14), 1303–1308 (2016)CrossRef Binkowski, L.J., et al.: Relationship between air pollution and metal levels in cancerous and non-cancerous lung tissues. J. Environ. Sci. Health. Part A 51(14), 1303–1308 (2016)CrossRef
9.
Zurück zum Zitat Buishand, T.: A: Some methods for testing the homogeneity of rainfall records. J. Hydrol. 58, 11–27 (1982)CrossRef Buishand, T.: A: Some methods for testing the homogeneity of rainfall records. J. Hydrol. 58, 11–27 (1982)CrossRef
10.
Zurück zum Zitat Buishand, T.A.: Tests for detecting a shift in the mean of hydrological time series. J. Hydrol. 58, 51–69 (1984)CrossRef Buishand, T.A.: Tests for detecting a shift in the mean of hydrological time series. J. Hydrol. 58, 51–69 (1984)CrossRef
13.
Zurück zum Zitat Gardner, E.S.: Exponential smoothing: the state of the art - Part II. Int. J. Forecast. 22(4), 637–666 (2006)CrossRef Gardner, E.S.: Exponential smoothing: the state of the art - Part II. Int. J. Forecast. 22(4), 637–666 (2006)CrossRef
14.
Zurück zum Zitat Górski, J., Dragon, K., Kaczmarek, P.M.J.: Nitrate pollution in the Warta River (Poland) between 1958 and 2016: trends and causes. Environ. Sci. Pollut. Res. 26(3), 2038–2046 (2019)CrossRef Górski, J., Dragon, K., Kaczmarek, P.M.J.: Nitrate pollution in the Warta River (Poland) between 1958 and 2016: trends and causes. Environ. Sci. Pollut. Res. 26(3), 2038–2046 (2019)CrossRef
15.
Zurück zum Zitat Hillmer, S.C., Tiao, G.C.: An ARIMA model-based approach to seasonal adjustment. J. Am. Stat. Assoc. 77(377), 63–70 (1982)MathSciNetCrossRef Hillmer, S.C., Tiao, G.C.: An ARIMA model-based approach to seasonal adjustment. J. Am. Stat. Assoc. 77(377), 63–70 (1982)MathSciNetCrossRef
16.
Zurück zum Zitat Hubert, P., Carbonnel, J.P.: Segmentation des séries annuelles de débits de grands fleuves africains. Bulletin de liaison du CIEH 92, 3–10 (1993) Hubert, P., Carbonnel, J.P.: Segmentation des séries annuelles de débits de grands fleuves africains. Bulletin de liaison du CIEH 92, 3–10 (1993)
17.
Zurück zum Zitat Kehagias, A.: A hidden Markov model segmentation procedure for hydrological and environmental time series. Stoch. Env. Res. Risk Assess. 18(2), 117–130 (2004)MathSciNetCrossRef Kehagias, A.: A hidden Markov model segmentation procedure for hydrological and environmental time series. Stoch. Env. Res. Risk Assess. 18(2), 117–130 (2004)MathSciNetCrossRef
18.
Zurück zum Zitat Lee, A.F.S., Heghinian, S.M.: A shift of the mean level in a sequence of independent normal random variables - a bayesian approach. Technometrics 19(4), 503–506 (1977)MathSciNetMATH Lee, A.F.S., Heghinian, S.M.: A shift of the mean level in a sequence of independent normal random variables - a bayesian approach. Technometrics 19(4), 503–506 (1977)MathSciNetMATH
19.
Zurück zum Zitat Parascandola, M.: Ambient air pollution and lung cancer in Poland: research findings and gaps. J. Health Inequalities 4(1), 3–8 (2018)CrossRef Parascandola, M.: Ambient air pollution and lung cancer in Poland: research findings and gaps. J. Health Inequalities 4(1), 3–8 (2018)CrossRef
21.
22.
Zurück zum Zitat Zhang, G.P.: Time series forecasting using a hybrid ARIMA and neural network model. Neurocomputing 50, 159–175 (2003)CrossRef Zhang, G.P.: Time series forecasting using a hybrid ARIMA and neural network model. Neurocomputing 50, 159–175 (2003)CrossRef
Metadaten
Titel
Prediction of Greenhouse Series Evolution. A Case Study
verfasst von
Maria-Alexandra Badea
Cristina-Cleopatra Bacauanu
Alina Barbulescu
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-39237-6_9

Premium Partner