The correct option is C Selecting a book from a shelf
Random sample refers to how the sample is drawn from the population. It is a subset of the individuals chosen from a larger set.
Hence, selecting a particular book like physics book or geometry book is not a random sample.
Selecting a book from a shelf indicates it is a random sample.