1. DIGITAL TERRAIN MODELS REQUIRE MODELLING
"IT should see the garden far better”,
satd Alice to herscolf, "Lf I-ooutd get
to the top of that hill: und here ts a
path that leads straight to it - at‘ least
no, tt doesn't do that - but I suppose it
will at last. But how curiously it twists!
It's more Like a cork-skrew than a path!
Well this turn goes to the hill, I sup
pose - no it doesn't. This goes straight
back to the housel Wet] then, I'!'LL try it
the other way!"
During the last decennium, Digital Terrain Models (DTM) became rather im-
portant for various tasks of photogrammetry, such as orthophoto production,
high accuracy processing of scanner data and others. The name Digital Ter-
rain Model is however misleading. A DTM is a programme package consisting
of routines for data storage, data retrieval, editing, interpolation and
contouring. It is often a subsystem of a Land Information System, and is
rather an Elevation Information System than a model.
In order to properly understand the behaviour of the terrain forms and
their Information Systems, a model of the terrain is necessary. But what
is the concept of a model? According to the positivistic school of philo-
sophy the complete understanding of the terrain form and its evolution is
impossible for the human mind. We may well describe it with the help of a
hypothesis, or a model. Such a model defines observable quantities and re-
lationships between them (Weyl, 1949). The concept of a model allows de-
ductions on the properties of the terrain and on the outcome of new obser-
vations. These deductions may refer to the point density necessary for samp-
ling, to the accuracy and .guality of interpolation and contouring, or to
criteria for the detection of blunders in measurement.
We may define many different models for the terrain. Their value is judged
by the criteria of completeness, uniqueness and simplicity. A model should
be complete, that is, it should enrich our understanding of the terrain as
much as possible and it should not be easily disproveable by results of ex-
periments. The model should be unique in that it allows unique deductions.
Finally it should be simple: if two models behave otherwise equally well,
the simpler model containing less hypothesis and less quantities is to be
preferred.
Models for the terrain have been defined in various sciences. Geography and
its subscience Geomorphology supply a vast body of knowledge on terrain
forms and - characterization.
Geology and in particular Mathematical Geology, describes the geological
processes and also their product, the terrain form. In Applied Mathematics
and Statistics terrain is described by various concepts. The following
sections give a short review of the major models in use and of their rela-
tionship.