Compounds responsible for earthy and/or musty aromas in various food systems, including drinking water, are discussed. Major emphasis is given to the compounds geosmin, 2-methyl-isoborneal, and various pyrazines as contributors to both desirable and undesirable aromas. Occurrences, formation pathways, their sensory properties, and methods of analysis are discussed.