A statistical model linking Siberian forest fire scars with early summer rainfall anomalies

被引:18
作者
Jupp, Tim E. [1 ]
Taylor, Christopher M.
Balzter, Heiko
George, Charles T.
机构
[1] CEO Monks Wood, Climate & Land Surface Syst Interact Ctr, Huntingdon PE28 2LS, Cambs, England
[2] CEH Wallingford, Climate & Land Surface Syst Interact Ctr, Wallingford OX10 8BB, Oxon, England
基金
英国自然环境研究理事会;
关键词
D O I
10.1029/2006GL026679
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Forest fires in Siberia have a significant effect on the global carbon balance. It is therefore of interest to study the environmental factors that may be responsible for their variability. Here we examine variability in the annual number of forest fire scars at a spatial scale of 2.5 degrees. This is decomposed statistically into a spatio - temporal component correlated with low summer rainfall, a spatial component correlated with population density and a temporal component correlated with the Arctic Oscillation. Data come from ten years of satellite - derived data, incorporating both the number of forest fire scars and monthly rainfall. The expected number of fire scars halves for each additional 0.35 mm per day of rainfall in the period April - July. Our findings may prove useful in parameterising both fire models within climate simulations and fire warning systems based on numerical weather predictions of regional dry anomalies.
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页数:5
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