All of the simulated sampling strategies used in this study were based on only two datasets. Therefore, the results and conclusions drawn in this study should be further tested with other datasets including those obtained from other buildings. This could be verified in a follow-up study where the same sampling strategies are applied to other long-term continuous datasets.