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Spatial heterogeneity of factors influencing forest fires size in northern Mexico

Journal of Forestry Research 2014年第2期25卷 291-300页

作者： Gustavo Perez-Verdin Marco Antonio Marquez-Linares maricela salmeron-macias Instituto Politecnico Nacional CIIDIR–DGODurangoDgoMexico34220

In Mexico, forest fires are strongly influenced by environmental, topographic, and anthropogenic factors. A government-based database covering the period 2000-2011 was used to analyze the spatial heterogeneity of the factors influencing forest fire size in the state of Durango, Mexico. Ordinary least squares and geographically weighted regression models were fit to identify the main factors as well as their spatial influence on fire size. Results indicate that fire size is greatly affected by distance to roads, distance to towns, precipitation, temperature, and a population gravity index. The geographically weighted model was better than the ordinary least squares model. The improvement of the former is due to the influence of factors that were found to be non-stationary. These results suggest that geographic location determines the influence of a factor on fire size. While the models can be greatly improved with additional information, the study suggests the need to adopt fire management policies to more efficiently reduce the effect of anthropogenic factors. These policies may include more training for landowners who use fire for clearing, closure of roads, application of thinning, prescribed burning, and fire breaks in perimeters adjacent to roads.

关键词： Durango Mexico geographically weighted regression ordinary least squares stationarity

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