11.10 Data Quality Overview Elements
The following data quality overview elements are particularly relevant to use in the description of nonquantitative quality data sets:
Purpose
According to ISO (2001), purpose describes the rationale for creating a data set and contain information about its intended use. For example, a land-use database can be established to produce area statistics and to support GIS applications. A data set's intended use is not necessarily the same as its actual use. Actual use is described using the data quality overview element. Information on the purpose of data establishment will give new users an understanding of what the data can be used for.
Usage
Usage describes the application(s) for which a data set has been used. It also describes the intended usage of the data set by the data producer or by other distinct data users. In addition, the actual use of the data will be an important source of information for new users. A land-use database can be used as one of several sources to produce municipal area plans and national topographical maps in scale 1:50 000.
Lineage
Lineage describes the history of the data set, and origin comprises a description of the source material, including date, original application, data capture method, data producer, and treatment method (e.g., transformation algorithms). Digital map data can thus be established on the basis of photogrammetric measurements or by digitizing existing maps. Attribute data can be taken from public ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access