C.F.B. was the primary author and developed and implemented the modeling, cloud masking, and inference methods. S.P .B., S.B.H., J.M., and A.M.T. oversaw the training data collection and technical validation. B.G-W ., M.W ., F.S., and C.H. assisted with training data collection, developed the taxonomy and use-case guidance, and supported the additional validation. T.B., W .C., R.H., S.I., K.S., O.G., and R.M. supported and contributed to the inference and data pipelines used in production of Dynamic World. V .J.P . contributed writing, the time-series 