The method for the concentration calculation of observation point was developed and verified. A pollution cloud’s spatial reconstruction model based on the backward probability density function was proposed, and the direct scanning method was used to search the optimal solution. The solution obtained by this method was the global optimal solution in the discrete solution space. The discussion of two cases showed that the model has excellent reliability and accuracy, when the quantity of observation points is two or more.