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Raster and Vector data

The first step in converting map information into a form that can be read by a computer is to describe the shapes and locations of features using a series of numbers. Computers store information in sequences of binary digits (bits), which form a code for every possible number or letter.

This fits with the way maps reference geographical locations on the earth's surface, through a system of coordinates. These coordinate systems can be local, national or international. Look at an Ordnance Survey map and you will notice, along the sides, there are a series of numbers associated with a grid covering the whole map area.

These numbers refer to coordinates from the British National Grid. All locations and shapes can be defined in terms of x and y coordinates from a given grid system: it is these numerical values which are used to translate map information into digital form. This applies in both vector and raster formats.

Raster data

In raster data the entire area of the map is subdivided into a grid of tiny cells. A value is stored in each of these cells to represent the nature of whatever is present at the corresponding location on the ground. Raster data can be thought of as a matrix of values.

The major use of raster data involves storing map information as digital images, in which the cell values relate to the pixel colours of the image. To reproduce the image the computer reads each of these cell values one by one and applies them to the pixels on the screen.

Vector data

In vector data the features are recorded one by one, with shape being defined by the numerical values of the pairs of xy coordinates.

  • A point is defined by a single pair of coordinate values.
  • A line is defined by a sequence of coordinate pairs defining the points through which the line is drawn.
  • An area is defined in a similar way, only with the first and last points joined to make a complete enclosure.

Vector data can be thought of as a list of values.

In vector data the position and shape of the building is captured as a series of four pairs of numerical coordinates. To reproduce the building in a GIS the computer reads these values and draws a line linking the coordinate positions.

The vector version can also store additional context information about these features – the attributes – a very important aspect.

Raster vs Vector

Both types of data are very useful, but there are important differences. The characteristics below are broad generalisations which do not necessarily apply in all circumstances.

  • relatively low data volume
  • faster display
  • can also store attributes
  • less pleasing to the eye
  • doesn't dictate how features should look in a GIS
  • relatively high data volume
  • slower display
  • has no attribute information
  • more pleasing to the eye
  • inherently stores how features should look in a GIS

This table displays a simple comparison between vector and raster. As you zoom in through raster data, the pixel structure becomes obvious. Eventually the image looks like a piece of modern art rather than a detail of a map. The definition of the features is dependent upon the size of the individual grid cells – the resolution. The vector data is more like a graph with a line drawn between points, the width staying the same however close you zoom.

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© Ordnance Survey 2018