Can I avoid Osteoporosis?

I am a 50-year-old fairly active woman who likes to run and do yoga. I heard that after menopause, many women are at risk of getting osteoporosis (a disease that weakens bones). What are my risks? Can I just take calcium supplements to prevent it?