A comparison of methods for estimating fractional vegetation cover in arid regions

► We compared six kinds of methods for estimating the fractional cover (fc) of sparse vegetation. ► Spectral mixture analysis exhibited higher accuracy than the other models. ► Two models we developed can effectively extract fc of sparse vegetation in an arid region. ► Accuracy of the two models we developed were not affected by soil moisture content caused by rain.