In a Nature study published on March 25, 2025, researchers led by Kanhu Charan Pattnayak applied machine learning to simulate precipitation extremes in North Indian capital cities. The report compares SVM and Random Forest models, revealing their effectiveness and emphasizing the impact of elevation on prediction accuracy. This work provides a compelling example of advanced climate modeling.

Q&A

  • What are the main models used?
  • How does elevation affect the predictions?
  • What data sources support this study?
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Efficacy of machine learning in simulating precipitation and its extremes over the capital cities in North Indian states