Scaling of classification systems—effects of class precision on detection accuracy from medium resolution multispectral data

Abstract

Land-cover class definitions are scale-dependent. Up-scaling categorical data must account for that dependence, but most decision rules aggregating categorical data do not produce scale-specific class definitions. However, non-hierarchical, empirically derived classification systems common in phytosociology define scale-specific classes using species co-occurrence patterns.

Document Details

Document Type
Pub Defense Publication
Publication Date
Dec 28, 2022
Source ID
10.1007/s10980-022-01546-1

Entities

People

  • Daniel Gann
  • Jennifer H Richards

Organizations

  • Engineer Research and Development Center

Tags

Fields of Study

  • Computer science

Readers

  • Computer Vision.
  • Neural Network Machine Learning.
  • Theoretical Analysis.