The study of the history of science, makes man familiar with the secrets and unknown features in the development of human knowledge. It seems that different branches of science have undergone the same process, specially in the early stages, in the course of their development. Of these common features, one can name the tendency to unidirectional explanation or unidislipilinary analysis of the phenomena. The present article discusses the hypothesis that, "for a member of reasons (some of which have been mentioned) modern sciences have all experienced a period of determinism (geographism, socialism, geneticism, etc) in their early stages of their development". This dates back to the time when they appeared as separate disciplines or entities independent of other fields of knowledge. This view revolutionized the whole domain of science and the rules governing that. Recent views on science are on the other hand, based on inter-disciplinary theories which optimize the capabilities and values inherent in any of the scientific branches in relation to each other. Geographism a representation of the old view in geography, was first formed in the 19th century by Riter, Rutzel, Buckel, and some other geographers.