Herzog Township is a township in Ellis County, Kansas, United States.

Herzog Township covers an area of 125.85 square miles (326.0 km2) and contains no incorporated settlements.

According to the USGS, it contains three cemeteries: Sacred Heart, Saint Anna and Saint Fidelis.

The stream of Sweetwater Creek runs through this township.

This article about a location in Ellis County, Kansas is a stub.