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Explore the statistical analysis and characterization of extreme weather and climate events in this 35-minute lecture from NPTEL-NOC IITM. Learn methodologies for quantifying how often extreme events occur and measuring their severity or magnitude. Discover techniques for analyzing historical data to identify patterns in extreme event frequency, understand probability distributions used in extreme value analysis, and examine methods for assessing the intensity or strength of phenomena such as hurricanes, floods, droughts, and heat waves. Gain insights into statistical approaches for modeling rare events, including return period calculations and threshold exceedance analysis. Study how climate scientists and meteorologists evaluate trends in extreme event characteristics over time and assess the relationship between frequency and intensity in different types of extreme weather phenomena.
