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This lecture explores the concept of urban digital history through the Lausanne Time Machine project, focusing on the socio-spatial dimension of urban analysis, interpretative mapping, and territorial rationalities. It delves into the evolution of Lausanne's territory from the 19th to the 20th century, emphasizing the impact of water systems, topography, and mobility infrastructures. The presentation also discusses the transformation of urban spaces over time, such as the industrialization of the Flon district and the development of green spaces. Through a combination of survey, photography, and mapping techniques, the lecture showcases how digital tools can enhance our understanding of historical urban landscapes.