Author
Zhiwei Wu,Hong S. He,Jian Yang,Zhihua Liu,Yu Liang
Journal
Science of the Total Environment
Paper Keyword
Fire occurrence Climate Human Relative importance Boreal forest
Abstract
Fire significantly affects species composition, structure, and ecosystem processes in boreal forests. Our study objective was to identify the relative effects of climate, vegetation, topography, and human activity on fire occur- rence in Chinese boreal forest landscapes. We used historical fire ignition for 1966–2005 and the statistical meth- od of Kernel Density Estimation to derive fire-occurrence density (number of fires/km2). The Random Forest models were used to quantify the relative effects of climate, vegetation, topography, and human activity on fire-occurrence density. Our results showed that fire-occurrence density tended to be spatially clustered. Human-caused fire occurrence was highly clustered at the southern part of the region, where human population density is high (comprising about 75% of the area's population). In the north-central areas where elevations are the highest in the region and less densely populated, lightning-caused fires were clustered. Climate factors (e.g., fine fuel and duff moisture content) were important at both regional and landscape scales. Human activity factors (e.g., distance to nearest settlement and road) were secondary to climate as the primary fire occurrence factors. Predictions of fire regimes often assume a strong linkage between climate and fire but usually with less emphasis placed on the effects of local factors such as human activity. We therefore suggest that accurate forecasting of fire regime should include human influences such as those measured by forest proximity to roads and human settlements.
