Please donot expect too much greenery at all! Well I am finding that doha is becoming more green this year as compared to last year but bec of the climate, it is not easy to maintain the greenery.
Open space ofcourse you can find ! but many times because of dusty wind, in winter too u cannot sit out and relax..
i think staying in a furnished compound is the best option.