The target in this research is detecting Gold anomalies in Alut district. This area is located in western Iran. The area mostly consists of metamorphic rocks extended along geological structures. Geochemical anomaly detection for gold begins with sampling in the study area. The samples are obtained from drainages of the area thus the samples are surface soil specimens. These samples are analyzed by ICP-MS. Then statistical and non-statistical methods are applied to define anomalies in the area. Finally anomaly maps are generated.