I have a polygon forest road network that I would like to turn into a raster. I have attempted to use the ArcGIS Polygon to Raster tool, but whenever the majority of a cell falls outside of the polygon, it is given a value of No Data, meaning that the resulting raster does not have continuous roads. See image below, with black outlines representing the vector features.
I have tried setting a priority field, changing the cell assignment method, and buffering the roads (this works but produces inaccurate results). The only solution I have found so far is to calculate the center lines of the roads and then use the Polyline to Raster tool to create the road network. This works (see below), though it adds complexity to the workflow.
Does anyone know of a method of creating continuous road networks from polygons, without needing to calculate the center lines?
I am using ArcGIS Pro 2.2.3.
I have attempted to use a finer cell size (1m) and then re-sample back to the original cell size (10m). Unfortunately, while the output is better, the original problem persists (see below).