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  • In the Czech Hydrometeorological Institute (CHMI) there exists a unique set of meteorological measurements consisting of the values of vertical atmospheric levels of beta and gamma radiation. In this paper a stochastic data-driven model based on nonlinear regression and on nonhomogeneous Poisson process is suggested. In the first part of the paper, growth curves were used to establish an appropriate nonlinear regression model. For comparison we considered a nonhomogeneous Poisson process with its intensity based on growth curves. In the second part both approaches were applied to the real data and compared. Computational aspects are briefly discussed as well. The primary goal of this paper is to present an improved understanding of the distribution of environmental radiation as obtained from the measurements of the vertical radioactivity profiles by the radioactivity sonde system.
  • In the Czech Hydrometeorological Institute (CHMI) there exists a unique set of meteorological measurements consisting of the values of vertical atmospheric levels of beta and gamma radiation. In this paper a stochastic data-driven model based on nonlinear regression and on nonhomogeneous Poisson process is suggested. In the first part of the paper, growth curves were used to establish an appropriate nonlinear regression model. For comparison we considered a nonhomogeneous Poisson process with its intensity based on growth curves. In the second part both approaches were applied to the real data and compared. Computational aspects are briefly discussed as well. The primary goal of this paper is to present an improved understanding of the distribution of environmental radiation as obtained from the measurements of the vertical radioactivity profiles by the radioactivity sonde system. (en)
Title
  • Data driven modelling of vertical atmospheric radiation
  • Data driven modelling of vertical atmospheric radiation (en)
skos:prefLabel
  • Data driven modelling of vertical atmospheric radiation
  • Data driven modelling of vertical atmospheric radiation (en)
skos:notation
  • RIV/00216208:11320/11:10101425!RIV12-GA0-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA201/09/0755), Z(MSM0021620839)
http://linked.open...iv/cisloPeriodika
  • 12
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 192906
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/11:10101425
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • RADAC data; Vertical atmospheric radiation profiles; Nonhomogeneous Poisson process; Nonlinear regression; Richard's growth curve (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • NL - Nizozemsko
http://linked.open...ontrolniKodProRIV
  • [D4828BD90FDE]
http://linked.open...i/riv/nazevZdroje
  • Journal of Environmental Radioactivity
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 102
http://linked.open...iv/tvurceVysledku
  • Antoch, Jaromír
  • Hlubinka, Daniel
http://linked.open...ain/vavai/riv/wos
  • 000296483500004
http://linked.open...n/vavai/riv/zamer
issn
  • 0265-931X
number of pages
http://bibframe.org/vocab/doi
  • 10.1016/j.jenvrad.2011.07.006
http://localhost/t...ganizacniJednotka
  • 11320
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