In situ characterization refers to the techniques and methods used to study catalysts under actual reaction conditions. This means analyzing the catalyst while it is operating within a reactor, rather than examining it before or after the reaction. This approach provides real-time insights into the catalyst's structure, composition, and activity, which are crucial for understanding its performance and optimizing its efficiency.