Random Forest Classification of Multitemporal Landsat 8 Spectral Data and Phenology Metrics for Land Cover Mapping in the Sonoran and Mojave Deserts.
Madeline MelicharKamel DidanArmando Barreto-MuñozJennifer N. DubersteinEduardo Jiménez HernándezTheresa CrimminsHaiquan LiMyles TraphagenKathryn A. ThomasPamela L. NaglerPublished in: Remote. Sens. (2023)
Keyphrases
- land cover
- multispectral
- random forest
- remote sensing images
- remote sensing
- satellite images
- spectral data
- supervised classification
- hyperspectral
- remotely sensed images
- hyperspectral data
- change detection
- hyperspectral images
- decision trees
- remote sensing data
- feature set
- random forests
- multispectral images
- image data
- image analysis
- pattern recognition
- supervised learning
- spatial resolution
- classification accuracy
- hyperspectral imagery
- machine learning
- high quality
- high resolution
- feature extraction
- support vector machine svm
- image processing
- text classification
- training set
- feature vectors
- urban areas
- support vector machine
- neural network
- feature selection
- naive bayes
- image registration
- dimensionality reduction
- image classification
- model selection
- base classifiers
- dimension reduction