Engineering and technology established California as a center of innovation in the late 19th and early 20th centuries. Examples include the transcontinental railroad, mining technology like the Pelton Turbine that enabled hydroelectric power, and aviation which was adopted and advanced in California. Later developments included vacuum tube technology enabling radio and TV, biotechnology where California led the nation, and research splitting the atom in the 1930s leading to semiconductors and the digital revolution.