The notable source of bad tailpipe emissions in NYC are heavy diesel trucks, which, to my understanding, produce a large proportion of tailpipe particulates (and NOx) in the US, despite being a small fraction of overall vehicles on the road. There are strong correlations with heavy truck traffic and asthma rates.

Yeah, my neighbor at my last place had a diesel pickup and I could both hear and smell that it was diesel whenever he started it up.