From 2005 there were successive blooms of toxic and nontoxic cyanobacteria in water from Doce River. At that time, the possible causes of these blooms were studied and the extensive winter period in the watershed area was one of the main causes. The main objective of this study was to statistically associate some quality and environmental parameters of the river water for a period of five years, to meet and explain the possible correlations. Cyanobacteria were present in the water of the Doce River in the 10 sampling points evaluated in the period from 2008 to 2012. In cluster analysis between the collection points, the sample station RD44 stood alone and presented during the dry seasons of the years the highest densities of thermotolerant coliform. By means of principal component analysis, it was found that increased density of cyanobacteria was associated with a reduction in temperature of the water, turbidity and the concentration of phosphorus, which are characteristic conditions of river waters in Minas Gerais during the winter period (dry season). In the same period, there were increases in the concentrations of chlorophyll a, dissolved oxygen, nitrates, the stoichiometric ratio N/P and the Water Quality Index. After 2009, successive cyanobacteria blooms have been registered. This reinforces the theory that the damming of the river has had a growing influence on cyanobacteria blooms. They may have contributed to reduce the turbidity of river water, increase in nitrate concentration and thermotolerant coliform density.