Article ID Journal Published Year Pages File Type
6345786 Remote Sensing of Environment 2015 15 Pages PDF
Abstract
Forest ecosystems in the Sierra Nevada Mountains of California are greatly influenced by wildfire as a natural disturbance, and increased fire severity and drought occurrence may alter the course of post-fire recovery in these ecosystems. We examined effects of fire severity, post-fire climate, and topographic factors on short-term (< 5 years) vegetation recovery in mixed-conifer and red fir forests in the Sierra Nevada. We hypothesized that short-term vegetation recovery patterns would be different among patches with varying fire severity, especially between low-moderate and high severity patches, and that post-fire climate would have differing impacts on short-term vegetation recovery in different ecological zones (lower montane forest vs. upper montane forest). 30-meter Landsat time series stacks were used to monitor short-term vegetation recovery following wildfire in mixed-conifer and red fir forest types. Changes in normalized difference vegetation index (NDVI) following thirty-five fires (> 405 ha) between 1999 and 2006 were examined. According to the modeling results provided by ordinary least squares (OLS) regressions including spatial variation coefficients, fire severity, post-fire wet eason precipitation, post-fire January minimum temperature, and topographic factors explain variations in short-term post-fire NDVI values (adjusted R-squared = [0.680, 0.688] for red fir forests; adjusted R-squared = [0.671, 0.678] for mixed-conifer forests). The modeling results indicated that burned mixed-conifer forest was sensitive to post-fire drought, while burned red fir forest, with higher summer soil moisture availability, was sensitive to post-fire temperature. We also found that differences in recovery related to fire severity disappeared more quickly in burned mixed-conifer forest than in burned red fir forest. Future efforts should focus on long-term recovery, including competition between forest and shrub species in previously burned areas.
Related Topics
Physical Sciences and Engineering Earth and Planetary Sciences Computers in Earth Sciences
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