New results of assessment of soil fertility index from multispectral aerospace images are shown as a development of a concept of the soil brightness and the quality index of green color of vegetation. Some examples are presented which demonstrate the influence of inaccurate information about the atmospheric properties, measurement errors, and a number of other factors on the accuracy of reconstruction of the humus content in ploughed soil.