Read depth refers to the number of times a particular base in a genome is sequenced, providing a measure of the coverage or reliability of the sequencing data. It is crucial for identifying genetic variations accurately, as higher read depths increase confidence in the detection of true variants and reduce the likelihood of sequencing errors.