Features are things on the ground that we represent within a GIS. Features include trees, buildings, roads, streams, and mountains. Features also include things that we have designated on the ground but cannot be viewed such as state boundaries. Examples of features would be:
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A theme is a group of features of a similar type. Thus you could have a feature that is a road and then a theme that is roads for Humboldt County. Themes include:
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Images from Wikipedia, Public Policy of California, Dusky Wonder Site
Layers are typically of one theme (i.e. feature type) and are the main "chunk" of data that we work with in a GIS. When we load something from a file into a GIS, it is typically a layer containing data of one theme. A layer we might load into a GIS could be:
Layer: A spatial dataset containing spatial and a-spatial data for a single feature type
Layers are stacked together within a GIS (Image from the USGS)
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