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. 2023 Jun 7;9(6):e17038. doi: 10.1016/j.heliyon.2023.e17038

Table 4.

Pros and cons of methodologies.

Serial No: Methodology Pros Cons
1. Empirical Methods
a. SSM Greater accuracy Data is easily unavailable as most meteorological stations don't have Sunshine hours recording facility.
b. MSSM Best Accuracy among Empirical Models Data is easily unavailable as most meteorological stations don't have Sunshine hours recording facility.
c. NSM The data is readily available as most stations record the required climatic parameters. Have lower accuracy than MSSM and NSM
2. AI Methods
a. Single AI models Easy to develop models as they don't require sophisticated programming knowledge. Has accuracy lower than Hybrid models
b. Hybrid AI Models Accuracy higher than Single AI models Has the best accuracy among all methods.