Using SPOT-4 VEGETATION data for near-real time mapping is new. In this Let
ter, a robust technique for cloud decontamination of the ten-day composites
is presented. A forest-cover map of Madagascar is derived from monthly ima
ges from October 1998 to September 1999 with a user's accuracy of 87.8%.