The "inverse" problem of determining variance of the power of a point stationary source of atmospheric pollutions is formulated in this paper. Based on our earlier investigations on determining coordinates and mathematical expectation of a source’s power from data on a pollutant concentration and its variance at several observation points, the algorithm for determining variance of a source power is developed. The obtained theoretical results are illustrated by calculated spread of a pollutant in the atmosphere over Novosibirsk.