TY - JOUR
T1 - Mortality modeling of adult Tribolium confusum (Jacquelin du Val) exposed to different concentrations of carbon dioxide in a mixture with nitrogen
AU - Tanaka, Fumihiko
AU - Cho, Rieko
AU - Hata, Sokichi
AU - Tanaka, Fumina
AU - Miyamoto, Shingo
AU - Uchino, Toshitaka
N1 - Funding Information:
This research was supported by the Tojuro Iijima Foundation for Food Science and Technology , Japan.
Publisher Copyright:
© 2016 Elsevier Ltd
PY - 2016/10/1
Y1 - 2016/10/1
N2 - The effects of carbon dioxide (CO2) gas in combinations with nitrogen (N2) gas and temperature on the mortality of adult Tribolium confusum (Jacquelin du Val) were investigated at temperature levels of 20 °C, 25 °C, and 30 °C and CO2 gas concentration levels of 0%, 40%, 50%, 60%, and 80% (v/v). Soon after exposing the insects to the undesirable atmospheric conditions, the insects sank into a state of coma and died if they were not returned to a normal atmosphere within an appropriate time estimated from the Weibull model. The ratio of motionlessness and mortality of insects depended strongly on the exposure time and temperature; however, there was also a slight dependence on the gas concentration. Mortality increased with exposure time and temperature. Six models were fitted to the insect mortality data, and a Weibull model gave the best fitting results, with a mean root mean square error of 0.1240. By using the Weibull model, the times required for 50% and 90% mortality of the insects were also estimated. The percent mortality increased rapidly with increasing temperature with 60% CO2. The required time for 90% mortality at 20 °C was three times longer than that at 30 °C. In order to relate the percent mortality and temperature or CO2 gas concentration a corrected time function model was employed. As a result of this fitting, death can be seen as a chemical process with the rate at which mortality occurs in a population being analogous to the rate of a chemical reaction. By comparing the mortality under non-zero oxygen concentrations with that under zero oxygen concentrations, the insects were killed easily under zero conditions.
AB - The effects of carbon dioxide (CO2) gas in combinations with nitrogen (N2) gas and temperature on the mortality of adult Tribolium confusum (Jacquelin du Val) were investigated at temperature levels of 20 °C, 25 °C, and 30 °C and CO2 gas concentration levels of 0%, 40%, 50%, 60%, and 80% (v/v). Soon after exposing the insects to the undesirable atmospheric conditions, the insects sank into a state of coma and died if they were not returned to a normal atmosphere within an appropriate time estimated from the Weibull model. The ratio of motionlessness and mortality of insects depended strongly on the exposure time and temperature; however, there was also a slight dependence on the gas concentration. Mortality increased with exposure time and temperature. Six models were fitted to the insect mortality data, and a Weibull model gave the best fitting results, with a mean root mean square error of 0.1240. By using the Weibull model, the times required for 50% and 90% mortality of the insects were also estimated. The percent mortality increased rapidly with increasing temperature with 60% CO2. The required time for 90% mortality at 20 °C was three times longer than that at 30 °C. In order to relate the percent mortality and temperature or CO2 gas concentration a corrected time function model was employed. As a result of this fitting, death can be seen as a chemical process with the rate at which mortality occurs in a population being analogous to the rate of a chemical reaction. By comparing the mortality under non-zero oxygen concentrations with that under zero oxygen concentrations, the insects were killed easily under zero conditions.
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U2 - 10.1016/j.jspr.2016.07.002
DO - 10.1016/j.jspr.2016.07.002
M3 - Article
AN - SCOPUS:84978698010
SN - 0022-474X
VL - 69
SP - 113
EP - 118
JO - Journal of Stored Products Research
JF - Journal of Stored Products Research
ER -