I guess I might be thinking about your data wrong, but this is what I'm picturing: a polygon shapefile or feature class (vector, not raster), with one attribute column containing the land classification each polygon belongs to, and another column with the area of each polygon.
In the Summary Statistics tool, choose the area column as the statistics field, SUM as the statistic, and land classification as the case field. This will sum the area of each land classification.