Effects of Kernel Functions on SPEI and Drought Characteristics
Drought management and planning are based on recognizing drought characteristics and its spatial and temporal extent. In the present research, SPEI12 was calculated using 4 kernels including rectangular, triangular, circular and Gaussian at the 12 Zayandeh Roud watershed’s climatological stations. Four important characteristics of drought including the time of occurrence, duration, magnitude and severity were evaluated by applying the highest weight to the 5th month. It was revealed that kernels other than rectangular were more sensitive in recognizing the four drought characteristics. While the rectangular kernel showed the highest coefficient of variation (CV) in drought duration, the Gaussian kernel has the least CV in duration and magnitude and the circular kernel has the least CV in severity. Moreover, it was found that the Gaussian kernel was more successful in detecting the occurrence of drought in comparison with others. Finally, the results of this research indicated that rectangular kernel i.e. using equal weights for all months in deriving SPEI, may lead to overestimate or underestimate drought characteristics.
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