What is the advantage of having cells with many chloroplasts near the upper surface of the leaf?

Because more light energy will be able to reach the chloroplasts and chlorophyll can then trap the light energy. hence, more chloroplasts appear on the top half of the leaf to absorb more light, mainly for the use of photosynthesis.