NEWARK—Newark may be known for many things, but its homegrown hydroponic lettuce, chicken coops and bushels of local kale aren't among them.

But city officials in New Jersey's largest city are increasingly turning to urban farming as a tool to reclaim vacant land and provide jobs, just as similarly gritty cities like Detroit and Baltimore have already done.

"We...