Haze control is a difficult and arduous battle, and it is a major decision concerning the people's livelihood and national ecological civilization construction. Taking Heilongjiang Province as an example, this paper introduced a new idea for haze control. Haze in Heilongjiang Province was mainly resulted from straw burning. Market-oriented, large-scale, and industrialized haze control relying on science and technology is new opportunity and challenge for realizing ecological civilization and revitalizing the economy of Heilongjiang Province.