This paper describes how a standard GIS package can be used to convert larg
e-scale vector digital data (point, line and annotation features) into poly
gons using standardised and replicable methods. Building area, garden and l
and use polygons are all derived from such data (Ordnance Survey Land-Line.
Plus). These entities are then combined with further sources of digital dat
a to derive more refined information such as property types. Finally, compl
ex DEMs are developed for use in visibility studies. The variables calculat
ed are subsequently employed in a property valuation study where many are f
ound to be significant determinants of property price. The main exception i
s variables relating to viewsheds, although it is argued that this does not
invalidate the techniques used in their deviation but highlights the diffi
culties involved in modelling a large number of variables in a property pri
ce analysis.