Riemannian geometry is a branch of differential geometry that studies smooth manifolds equipped with a Riemannian metric, which allows for the definition of concepts like angles, lengths, and volumes. It is crucial for understanding the geometric structure of spaces in general relativity and plays a significant role in modern theoretical physics and pure mathematics.