Search Results - "Gilbertson, Jason Kane"
-
1
Effect of pan-sharpening multi-temporal Landsat 8 imagery for crop type differentiation using different classification techniques
Published in Computers and electronics in agriculture (01-03-2017)“…•Machine learning can be employed to accurately differentiate between crops (∼95%).•Pan-sharpening Landsat 8 imagery dramatically improves crop classification…”
Get full text
Journal Article -
2
Value of dimensionality reduction for crop differentiation with multi-temporal imagery and machine learning
Published in Computers and electronics in agriculture (01-11-2017)“…•A diverse set of features dramatically increases crop classification accuracy.•SVM is not greatly affected by high-feature dimensionality for crop…”
Get full text
Journal Article