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... Condition Index (VCI) is possible or not. The idea is to use a general exponential family for the response distribution. In addition to real and binary responses, GLMs can handle categorical, positive real, positive integer, and ordinal responses. GLM help us build probabilistic predictors of many kinds of responses. GLM [23]. The flowchart in Fig. 2. Explains the steps followed for modelling Generalized Linear regression model. And Table 5 shows the results of generalized linear regression analysis on the extracted point wise values of the time series data set. The Data processing and statistical analysis is done using R ...
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... Studies have demonstrated the efficacy of VCI in drought monitoring and early warning systems. For instance, Rashmi et al. (2023) used the VCI derived from MODIS data to assess the impact of drought on agricultural productivity in a region, providing valuable insights for adaptive management strategies. Similarly, Zou et al. (2020) utilized VCI to evaluate the severity and spatial extent of drought in a specific ecosystem, enabling targeted mitigation efforts and resource allocation. ...
