Mj. Behrenfeld et Pg. Falkowski, PHOTOSYNTHETIC RATES DERIVED FROM SATELLITE-BASED CHLOROPHYLL CONCENTRATION, Limnology and oceanography, 42(1), 1997, pp. 1-20
We assembled a dataset of C-14-based productivity measurements to unde
rstand the critical variables required for accurate assessment of dail
y depth-integrated phytoplankton carbon fixation (PPeu) from measureme
nts of sea surface pigment concentrations (C-sat). From this dataset,
we developed a light-dependent, depth-resolved model for carbon fixati
on (VGPM) that partitions environmental factors affecting primary prod
uction into those that influence the relative vertical distribution of
primary production (P-z) and those that control the optimal assimilat
ion efficiency of the productivity profile (P-opt(B)). The VGPM accoun
ted for 79% of the observed variability in P-z and 86% of the variabil
ity in PPeu by using measured values of P-opt(B). Our results indicate
that the accuracy of productivity algorithms in estimating PPeu is de
pendent primarily upon the ability to accurately represent variability
in P-opt(B). We developed a temperature-dependent P-opt(B), model tha
t was used in conjunction with monthly climatological images of C-sat,
sea surface temperature, and cloud-corrected estimates of surface irr
adiance to calculate a global annual phytoplankton carbon fixation (PP
annu) rate of 43.5 Pg C yr(-1). The geographical distribution of PPann
u was distinctly different than results from previous models. Our resu
lts illustrate the importance of focusing P-opt(B) model development o
n temporal and spatial, rather than the vertical, variability.