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Wildland Resources Faculty Publications

2019

ARDL model

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Full-Text Articles in Life Sciences

Determining The Sensitivity Of Grassland Area Burned To Climate Variation In Xilingol, China, With An Autoregressive Distributed Lag Approach, Ali Hassan Shabbir, Jiquan Zhang, Xingpeng Liu, James A. Lutz, Carlos Valencia, James D. Johnston Jul 2019

Determining The Sensitivity Of Grassland Area Burned To Climate Variation In Xilingol, China, With An Autoregressive Distributed Lag Approach, Ali Hassan Shabbir, Jiquan Zhang, Xingpeng Liu, James A. Lutz, Carlos Valencia, James D. Johnston

Wildland Resources Faculty Publications

We examined the relationship between climate variables and grassland area burned in Xilingol, China, from 2001 to 2014 using an autoregressive distributed lag (ARDL) model, and describe the application of this econometric method to studies of climate influences on wildland fire. We show that there is a stationary linear combination of non-stationary climate time series (cointegration) that can be used to reliably estimate the influence of different climate signals on area burned. Our model shows a strong relationship between maximum temperature and grassland area burned. Mean monthly wind speed and monthly hours of sunlight were also strongly associated with area …