which signify the anthropogenic source of Cr, Pb and Cd, this conclu- sion is in agreement with Zhang and Liu (2002) who stated that EF values between 0.5 and 1.5 indicate the metal is entirely from crustal materials or natural processes, whereas EF values greater than 1.5 suggest that the sources are more likely to be anthropogenic.