Seismic Hazard Analysis is a crucial process in assessing the probability of earthquake occurrences and their potential impacts on specific locations, aiding in the design of structures to withstand seismic events. It involves evaluating geological, seismological, and engineering data to estimate the ground shaking intensity and frequency, thereby informing risk management and mitigation strategies.