|Image from HERE|
Much freight does get shipped on rail but there are some vulnerabilities. There are a few stretches were there is little redundant connectivity. Those regions are often where the terrain is challenging and it is expensive to build and maintain rail lines. In a word, many bridges.
Not as much of a problem for the Bronx but for it bites if you live more than 20 miles from a rail siding.