Making the trade-off between decision quality and information cost

S. de Bruin, G.J. Hunter

Research output: Contribution to journalArticleAcademicpeer-review

14 Citations (Scopus)

Abstract

A growing problem confronting users of remotely sensed. imagery is whether the use of additional or different imagery to improve decision quality is actually justified by its cost. This paper discusses how to compare these competing factors so that an acceptable trade-off may be made between them. The proposed method is based on probabilistic cost-benefit analysis. The concept of "value of information" is introduced in a practical case study using remote sensing to verify farmers' declarations for a crop subsidy program in the European Union. Application of the method requires that (1) the problem at hand can be represented by a decision tree, (2) the desirability of each decision outcome can be expressed numerically, (3) the imagery reveals information about the occurrence of events not under the decision maker's control, and (4), the probabilities of these events and the extent to which they are detectable in remotely sensed imagery can be assessed.
Original languageEnglish
Pages (from-to)91-98
JournalPhotogrammetric Engineering and Remote Sensing
Volume69
Publication statusPublished - 2003

Keywords

  • design
  • pollution
  • trees

Fingerprint Dive into the research topics of 'Making the trade-off between decision quality and information cost'. Together they form a unique fingerprint.

Cite this