PCA and K-means for Satellite Image Classification
In this notebook, we will demonstrate how to calculate the PCA of an 8-band satellite image, and how to classify the three-band PCA data into discrete regions using K-Means classification in python.
In this notebook, we will demonstrate how to calculate the PCA of an 8-band satellite image, and how to classify the three-band PCA data into discrete regions using K-Means classification in python.
An exploration of PCA for multi-spectral satellite data analysis using python.
Mostly stream-of-learning notes but also helpful for reference.
Hiking and Climbing the Truchas Peaks around the Quemado Basin in the Pecos Wilderness of Northern New Mexico.