Current high-resolution global forest-cover maps target green or wet season images.
In the tropics, low vegetation is easily confused with forest in the wet season.
Good separability between forest and low vegetation occurs in the dry season.
Combining wet and dry images can overestimate forests and subsequent deforestation.
A Wetness Index is proposed to guide image selection to minimize class confusion.