Mayor Bill de Blasio is expected Thursday to outline plans to spend $150 million to improve five New York City parks, one of the largest investments in the city’s green spaces since the mayor took office in 2014.

The money is designed to create new running and hiking trails, along with soccer fields and water stations in parks across the five boroughs, according to city officials. Each of the five parks is to get $30 million.

The...