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This lecture covers the frequency factor approach and the log-Pearson Type III distribution (LP3) for estimating maximum streamflow, discussing concepts like infiltration, IUH, and assignment problems related to hydrology. The instructor provides insights into the LP3 distribution and its application in hydrological analysis.