Determining the susceptibility of Eucalyptus nitens forests to Coryphodema tristis (cossid moth) occurrence in Mpumalanga,South Africa |
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| Authors: | Elhadi Adam Onisimo Mutanga Riyad Ismail |
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| Institution: | 1. Earth and Environmental Sciences, University of KwaZulu-Natal School of Agricultural, Scottsville, Pietermaritzburg, South Africaemiadam2006@yahoo.com;3. Earth and Environmental Sciences, University of KwaZulu-Natal School of Agricultural, Scottsville, Pietermaritzburg, South Africa |
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| Abstract: | The cossid moth, Coryphodema tristis was first noted on Eucalyptus nitens trees in Mpumalanga province, South Africa during July 2004. Currently, the moth poses a major threat to commercial forestry in the country. In this study, selected climatic and topographical variables were used to model the susceptibility of E. nitens forests to cossid moth occurrence, thereby providing insight into the variables that may influence the occurrence and spread of the moth. A zigzag sampling technique was used to survey 5316 ha of E. nitens forests for the presence or absence of the moth. The random forest classification algorithm was then used to model the relationship between the climatic and topographical variables and the occurrence of the cossid moth. Results indicate that four variables that included elevation, maximum temperature for September, maximum temperature for April and the median rainfall for April best explained the presence or absence of C. tristis with an overall accuracy of 82% and a kappa value of 0.63. Partial dependence plots indicated that the areas that have a maximum temperature greater than 23°C in September and 22°C in April are likely to be infested by the cossid moth. The results from this study provide a robust and accurate spatial framework to assist forest managers in focussing their existing monitoring and control efforts to specific E. nitens forested areas that are highly susceptible to C. tristis infestations. |
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| Keywords: | random forest environmental variables variable selection cossid moth Eucalyptus plantations |
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