How Response Designs and Class Proportions Affect the Accuracy of Validation Data

How Response Designs and Class Proportions Affect the Accuracy of Validation Data

Reference data collected to validate land-cover maps are generally considered free of errors. In practice, however, they contain errors despite best efforts to minimize them. These errors propagate during accuracy assessment and tweak the validation results. For photo-interpreted reference data, the...

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Bibliographic Details
Main Authors: Julien Radoux, François Waldner, Patrick Bogaert
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Remote Sensing
Subjects:
validation
reference data
remote sensing
resolution
accuracy assessment
response design
quality control
sub-sampling
overall accuracy
Online Access:https://www.mdpi.com/2072-4292/12/2/257

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https://www.mdpi.com/2072-4292/12/2/257

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