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R programming is a powerful language widely used for statistical computing, data exploration, and increasingly for image processing in the context of remote sensing and digital image analysis. Its open-source nature, extensive package ecosystem, and ease of data manipulation make it a valuable tool for researchers and analysts. For data exploration, R provides a robust environment for importing, cleaning, transforming, and visualizing data. Packages such as *tidyverse*, *dplyr*, and *ggplot2* are commonly used for data manipulation and graphical representation. These tools allow users to quickly summarize satellite image metadata, analyze _____ ________ ________ _______ ___ ___ ___ _______ ________ ______.
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