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NASA Technical Reports Server (NTRS) 19810020958: Evaluation of mul...
by NASA Technical Reports Server (NTRS)
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Sample segments of ground-verified land cover data
collected in conjunction with the USDA/ESS June
Enumerative Survey were merged with LANDSAT data and
served as a focus for unsupervised spectral class
development and accuracy assessment. Multitemporal data
sets were created from single-date LANDSAT MSS
acquisitions from a nominal scene covering an eleven-
county area in north central Missouri. Classification
accuracies for the four land cover types predominant in
the test site showed significant improvement in going
from unitemporal to multitemporal data sets. Transformed
LANDSAT data sets did not significantly improve
classification accuracies. Regression estimators yielded
mixed results for different land covers. Misregistration
of two LANDSAT data sets by as much and one half pixels
did not significantly alter overall classification
accuracies. Existing algorithms for scene-to scene
overlay proved adequate for multitemporal data analysis
as long as statistical class development and accuracy
assessment were restricted to field interior pixels.
Date Published: 2016-08-11 18:14:47
Identifier: NASA_NTRS_Archive_19810020958
Item Size: 11043973
Language: english
Media Type: texts
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