Gudi Padwa marks the beginning of the spring season (Vasant) in the Hindu calendar, specifically celebrated on the first day of the Chaitra month. It falls in March-April and signifies the harvest season and new beginnings. Summer, winter, and rainy seasons occur at different times of the year.