A statistical model of laboratory death rate measurements for airborne bacteria |
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Authors: | Bruce Lighthart |
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Institution: | (1) Microbial Ecology and Biotechnology Team, Ecotoxicology Branch, Environmental Research Laboratory, U.S. Environmental Protection Agency, 97333 Corvallis, Oregon, USA |
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Abstract: | Summary From 270 published laboratory airborne death rate measurements, two regression models relating the death rate constant for
15 bacterial species to aerosol age in the dark, Gram reaction, temperature, and an evaporation factor which is a function
of RH and temperature were obtained. The independent variables accounted for 94% of the variation in the data for each of
the two models. In both models the regression shows an increased survival rate with aerosol age accounting for approximately
90% of the total variation in the data. The remainder of the total variation was explained by temperature and RH (in interaction
with the Gram reaction) in one model and by the evaporation function (in interaction with the Gram reaction) in the order
model. Death rate data for gaseous atmospheric contamination, and light experiments were too few for building a regression
model. In addition, these points were not well fit by the model indicating further research is needed to prepare realistic
prediction models for airborne bacterial survival. |
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Keywords: | bacteria death rate constant evaporation model relative humidity temperature |
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