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September 28, 2025MAUSAM

A Gaussian and Gamma mixture model approach to Rainfall analysis in drought-prone regions of Karnataka

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Authors

HKH. R. KumudhaKRKokila Ramesh

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Overview

Statistical analysis reveals drought intensity patterns in Karnataka, suggesting effective resource management strategies.

Key Points

  • A mixture model combining gaussian and gamma distributions effectively captures drought intensity and frequency.
  • Results demonstrate improved drought risk assessment in regions like Bagalkote and Chitradurga using historical data.
  • Exploratory data analysis was conducted before applying the gaussian and gamma models for accurate fitting.
  • Maximum likelihood estimation was used to estimate model parameters, ensuring robust statistical results.

Cite This Study

Kumudha et al. (2025) studied this question.

synapsesocial.com/papers/68d90a0a41e1c178a14f658bhttps://doi.org/10.54302/mausam.v76i4.7014
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