Since September 1997, high quality records in satellite ocean color have continuously revealed spatio-temporal variations in chlorophyll concentration, a proxy for phytoplankton biomass, at a near-global scale. The chlorophyll concentration data set has been a focal point in estimating myriad properties, including but not limited to global marine primary production (