Is season an abstract noun

Yes, season is an abstract noun. All nouns for periods of time are abstract nouns, the passing of time (an hour, a day), a period of time (a month, a season, summer), a moment in time (10 seconds) are abstract concepts. The instruments that measure them (clocks, watches, calendars, etc.) are concrete nouns but the time or period itself is abstract.