Long term studies in catalysis face several challenges: 1. Time and Resource Intensive: These studies require significant time and resources, making them expensive and complex. 2. Reproducibility: Ensuring consistent experimental conditions over long periods can be difficult. 3. Data Management: Managing and analyzing large datasets generated from long term studies require robust data handling and analysis tools.