A New Comprehensive Framework for Identifying and Monitoring the Interseasonal Characteristics of Meteorological Drought
Hamza Amin,
Rizwan Niaz,
Nafisa A. Albasheir
et al.
Abstract:The current study aimed to examine the interseasonal characteristics of meteorological drought. For this purpose, a new comprehensive framework is proposed. The framework consists of two major stages. In the first stage of the framework, the K-means method is utilized to identify homogeneous clusters. Besides, the Monte Carlo feature selection (MCFS) is applied to select more important stations from the varying clusters. In the second stage, the standardized precipitation index at a three-time scale (SPI-3), t… Show more
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