02 Contents Frame


MODELLING Types of models



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FAO land evaluation a-a1080e
40 2019 ND-CP 413905
MODELLING
Types of models
There is a range of methodologies for environmental modelling. Some of these are 
based on an assessment of factors and combinations of factors, and others primarily on 
a process modelling approach. All of these methods require calibration and validation, 
although the type of validation needed is different for each category. There are also 
differences in the extent to which the methods identify and approach the environmental 
problem: it may be in terms of estimating the ongoing process or in terms of risks of 
future occurrence of an event, under present climate and land use, or under scenarios 
of global change. A separate section below deals with risk assessment.
Distributed point data including questionnaire-based surveys
One important form of assessment is based on direct field observations. Data may be 
collected from regional experts in the subject matter. They may also be interpreted 
from field or air photo surveys of detectable features. Higher- resolution satellites 
(e.g. IKONOS) may allow this method to be applied using satellite images. Some 
quantitative data are usually available from test sites.
These methods require validation to standardize differences in the intensity of 
study of different areas and in the clarity of suitable features on different images and in 
different environments. There are also differences in methods and traditions between 
scientists in different areas of the world. These methods by themselves cannot provide 
a complete picture except for small sample areas, and require the use of other methods 
to interpolate between the areas.
The main advantage of distributed observations is that data are unambiguous where 
they exist, and give a good indication of the current state of the environmental problem, 


Annex 3 – Tools for land evaluation
91
while other methods lack this certainty. The main disadvantage of these methods is 
that they provide little or no information about when the event occurred, unless there 
are supporting data on this point. Many areas are thought to have been degraded by 
human activities since early classical times. Although of historical interest, this has little 
bearing on current or prospective erosion hazards.

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