In science writing, significant should be used with care because it can indicate either statistical significance or a quality of importance, leading to ambiguity:
There was a significant difference between the 2 populations in their racial makeup. [It is not clear whether this means an obvious and important difference or a difference that is statistically significant.]
Alternative terms to indicate nonstatistical significance include substantial, important, major and valuable. See also proof