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This is the version of the repository that has been published along with the following publication: Tyukavina, A., Stehman, S.V., Pickens, A.H., Potapov, P. and Hansen, M.C., 2025. Practical global sampling methods for estimating area and map accuracy of land cover and change. Remote Sensing of Environment, 324, p.114714. https://doi.org/10.1016/j.rse.2025.114714