“…For example, the assumption of steady state may be violated during vigorous blooms in the early growing season (Figure ). Previous studies also observed strong seasonality in the NCP [ Bushinsky and Emerson , ; Emerson , ; Fassbender et al ., ; Ostle et al ., ; Palevsky et al ., ]. Net heterotrophy and entrainment of newly exported production back into the mixed layer, more commonly observed in the fall and winter [ Bushinsky and Emerson , ; Emerson , ; Fassbender et al ., ; Kortzinger et al ., ; Ostle et al ., ; Palevsky et al ., ], are not captured by our current algorithms.…”