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Abstract

A pelagic food web model was formulated with the goal of developing a quantitative understanding of the relationship between total production, export production, and environmental variables in marine ecosystems. The model assumes that primary production is partitioned through both large and small phytoplankton and that the food web adjusts to changes in the rate of allochthonous nutrient inputs in a way that maximizes stability, i.e., the ability of the system to return to steady state following a perturbation. The results of the modeling exercise indicate that ef ratios, defined as new production/totalproduction=exportproduction/totalproduction, are relatively insensitive to total production rates at temperatures greater than ~25°C and lie in the range 0.1-0.2. At moderate to high total production rates, ef ratios are insensitive to total production and negatively correlated with temperature. The maximum ef ratios are ~0.67 at high rates of production and temperatures of 0°-10°C. At temperatures less than ~20°C, there is a transition from low ef ratios to relatively high ef ratios as total production increases from low to moderate values. This transition accounts for the hyperbolic relationship often presumed to exist between ef ratios and total production. At low rates of production the model predicts a negative correlation between production and ef ratios, a result consistent with data collected at station ALOHA (22°45'N, 158°W) in the North Pacific subtropical gyre. The predictions of the model are in excellent agreement with results reported from the Joint global Ocean Flux Study (JGOFS) and from other field work. In these studies, there is virtually no correlation between total production and ef ratios, but temperature alone accounts for 86% of the variance in the ef ratios. Model predictions of the absolute and relative abundance of autotrophic and heterotrophic microorganisms are in excellent agreement with data reported from field studies. Combining the ef ratio model with estimates of ocean temperature and photosynthetic rates derived from satellite data indicates that export production on a global scale is ~20% of net photosynthesis. The results of the model have important implications for the impact of climate change on export production, particularly with respect to temperature effects.
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... Particulate organic carbon (POC) export efficiency (PE eff ), defined as the sinking flux of POC (F POC ) divided by the net primary production (NPP) (Buesseler, 1998;Henson et al., 2011), represents the fraction of photosynthetically fixed carbon exported out of the euphotic zone after food-web cycling. PE eff is a critical metric for assessing the efficiency of the biological pump (Henson et al., 2019;Laws et al., 2000). ...
... The observationally constrained empirical models are constructed using either global or SO training and validation data sets and often consider different combinations of carbon pools contributing to export. For example, the export efficiency models developed by Britten et al. (2017), Arteaga et al. (2018), and Henson et al. (2011) are trained on F POC data sets, whereas the model developed by Laws et al. (2000) is trained using l5 N-labeled nitrate uptake to account for both POC and DOC export (e.g., EP TOC ; Figure 2e). The models developed by Dunne et al. (2005) and Laws ) rely on combined data sets of F POC and new production, resulting in a complex export efficiency estimate that reflects something in between the particulate and total organic carbon contributions. ...
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Plain Language Summary Microbial organisms in seawater transform carbon dioxide into different types of carbon through photosynthesis and food web cycling. These carbon types include particulate and dissolved phases, with particles being more efficiently transferred out of the sunlit ocean via gravitational sinking. The ratio of sinking particulate organic carbon to total organic carbon production, commonly referred to as the particle export efficiency, is a metric used to describe how efficiently carbon moves from the surface to the deep ocean. Using observations from a large array of robots in the Southern Ocean, we find that the different types of biogenic carbon produced control the latitudinal gradient in particle export efficiency, which is highest in regions where particulate inorganic carbon export is greatest, even when photosynthetically fixed carbon is minimal. In other areas where phytoplankton carbon production is moderate but largely comprised of dissolved organic carbon, the particle export efficiency is lower.
... Only groups whose model R² calculated by random cross-validation is >0.05 are shown (see also Supplementary Table 3). e Global and regional contribution of large mesopelagic Phaeodaria to gravitational particulate organic carbon (POC) flux attenuation, based on the ratio of their annual carbon demand to the respective median annual carbon export (i.e., transport out of the euphotic zone) as reported elsewhere [32][33][34] and summarized in Supplementary Table 5. Bars show the ratio calculated with the single export value available or the median value when more than one export value was available. In the latter case, dots show export values used to calculate the median. ...
... Regional values were obtained by partitioning world predictions using Longhurst's provinces 68 . To estimate the percentage of flux attenuation, we used carbon export (i.e., out of the euphotic zone layer) values from the literature [32][33][34]69 and computed the ratios of Phaeodaria carbon demand to carbon export globally and for each oceanic region. ...
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Thriving in both epipelagic and mesopelagic layers, Rhizaria are biomineralizing protists, mixotrophs or flux-feeders, often reaching gigantic sizes. In situ imaging showed their contribution to oceanic carbon stock, but left their contribution to element cycling unquantified. Here, we compile a global dataset of 167,551 Underwater Vision Profiler 5 Rhizaria images, and apply machine learning models to predict their organic carbon and biogenic silica biomasses in the uppermost 1000 m. We estimate that Rhizaria represent up to 1.7% of mesozooplankton carbon biomass in the top 500 m. Rhizaria biomass, dominated by Phaeodaria, is more than twice as high in the mesopelagic than in the epipelagic layer. Globally, the carbon demand of mesopelagic, flux-feeding Phaeodaria reaches 0.46 Pg C y⁻¹, representing 3.8 to 9.2% of gravitational carbon export. Furthermore, we show that Rhizaria are a unique source of biogenic silica production in the mesopelagic layer, where no other silicifiers are present. Our global census further highlights the importance of Rhizaria for ocean biogeochemistry.
... Overall, the original CESM2-MARBL provides a reasonable estimate of annual global POC fluxes. The simulated POC export of the global ocean is 7.8 Pg C yr 1 , which is consistent with the previous satellitederived estimates that range from ∼5 to ∼12 Pg C yr 1 (Dunne et al., 2007;Henson et al., 2011;Laws et al., 2000;Siegel et al., 2014). The model predicts high export in boundary upwelling systems and high-latitude regions, while showing obviously low export in the center of subtropical oligotrophic gyres (Figure 2), in agreement with previous estimates (Lima et al., 2014). ...
... This is because annual primary production in continental margins decreases more significantly in Type3 experiments where TLP is transported seaward along the bottom of shelves and slopes compared to Type1 and Type2 experiments where TLP is confined to estuarine water columns or transported seaward in the surface ocean. Moreover, an increase in primary production leads to higher carbon flux has been generally predicted (Dunne et al., 2007;Laws et al., 2000Laws et al., , 2011, although the coupling between primary production and sinking export depends on a complex concurrence of biological and environmental factors (Boyd & Trull, 2007;Buesseler & Boyd, 2009). There are two factors driving the changes of PP in the sensitivity experiments. ...
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Lithogenic materials such as terrigenous lithogenic particles (TLP) can efficiently promote the formation and sinking of mineral‐associated marine organic matter, acting as important ballast and potentially playing an important role in the global carbon cycle. To assess the influence of TLP on fluxes of particulate organic carbon (POC) and other biogeochemical cycles, we construct TLP forcing fields based on global riverine suspended sediment data and then apply them to the Community Earth System Model, version 2 (CESM2) modified with the TLP ballasting effect term. Simulations forced by different concentrations of TLP transported in the surface ocean or along the bottom of continental shelves and slopes are conducted. When the TLP transports seaward along the bottom, simulated POC fluxes at 100 and 2,000 m decrease about 11% and 19%, respectively, for the global ocean, and about 9% and 12%, respectively, for the oceanic regions of continental margins. The initial abiotic ballast processes triggered by TLP input increase POC fluxes, causing additional removal and burial of dissolved iron in continental margins. This further enhances the accumulation of macronutrients in the upwelling regions and their advection transport to neighboring subtropical gyres, thus altering regional productivity when simulations reach quasi‐equilibrium. When consider the impacts of TLP in simulations, the simulated POC flux exhibits an increase in subtropical gyres but a decrease in tropical Pacific and mid‐high latitude regions. The present work highlights the importance of TLP in global biogeochemical cycles, suggesting that the amount of carbon sequestration might be overestimated without TLP in models.
... Long-term sequestration of this PP requires the organic matter to be exported to the deep ocean through a myriad of processes collectively referred to as the biological carbon pump (BCP) (Eppley and Peterson, 1979). The global range of organic carbon export is very large and estimated at 5-21 Gt C yr −1 (Laws et al., 2000;Henson et al., 2011;Siegel et al., 2014;Wang et al., 2023). The pathways for carbon export from the surface to the deep ocean by the BCP are multiple (Boyd et al., 2019;Le Moigne, 2019). ...
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Diazotrophs regulate marine productivity in the oligotrophic ocean by alleviating nitrogen limitation, contributing to particulate organic carbon (POC) export to the deep ocean. Yet, the characterization of particles composing the sinking POC flux has never been explored in such ecosystems. Moreover, the contribution of the direct gravitational export of diazotrophs to the overall flux is seldom assessed. Here we explore the composition of the sinking POC flux in a hot spot of N2 fixation (the western sub-tropical South Pacific) using polyacrylamide gel-filled traps deployed at two stations (S05M and S10M) and three depths (170 m, 270 m, 1000 m) during the TONGA expedition (November-December 2019). Image analyses of particles collected in the gels was used to classify them into 5 categories (fecal aggregates, phytodetrital aggregates, mixed aggregates, cylindrical fecal pellets, and zooplankton carcasses). Fecal aggregates were the most abundant at both stations and all depths and dominated the flux (average of 56 ± 28% of the POC flux), followed by zooplankton carcasses (24 ± 19%), cylindrical fecal pellets (15 ± 14%) and mixed aggregates (5 ± 4%), whereas phytodetrital aggregates contributed less (<1%). Since N isotope budgets show that export is mainly supported by diazotrophy at these stations, these results suggest that the diazotroph-derived N has been efficiently transferred to the foodweb up to zooplankton and fecal pellets before being exported, pleading for an indirect export of diazotrophy. However, random confocal microscopy examination performed on sinking particles revealed that diazotrophs were present in several categories of exported particles, suggesting that diazotrophs are also directly exported, with a potential contribution to overall POC fluxes increasing with depth. Our results provide the first characterization of particle categories composing the sinking flux and their contribution to the overall flux in a hot spot of N2 fixation.
... In regulating the atmospheric CO 2 concentration, the ocean plays a vital role in the Earth's carbon cycle [1]. There are six (6) ocean biological carbon pumps (OBCPs) that comprise the downward pumping of biogenic carbon to the deep ocean [2], estimated to be at between 5 and 14 Pg C y −1 [3,4]. These include the mixed layer pump, the Eddy subduction pump, the large-scale subduction pump, Ekman pumping, and animalmediated pumps, and the vertical migration of zooplankton [5]. ...
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This study focuses on the quantification and forecasting of the biological pump potential in the Philippine seas, specifically inside the Exclusive Economic Zone (EEZ). Variabilities and disturbances that might potentially influence ocean productivity such as increased sea surface temperature (SST), and the high frequency of typhoons in the Philippines were investigated. CHL and SST spatio-temporal maps were used to provide visualization for the trends and phenomena before, during, and after typhoon occurrence for the years 2019–2021. Integrating the NASA Ocean Color data of CHL and SST with typhoon tracks, the biological pump potential annual estimate was generated.
... The size-structure of phytoplankton communities is an important determinant of carbon and nutrient cycling, the pelagic and benthic food web structure, and carbon export to the deep sea (Tremblay et al., 1997;Laws et al., 2000). In general, higher rates of community primary production are associated with increasing abundance of larger cells, increased trophic transfer efficiency, and increased carbon export into the deep sea. ...
Chapter
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Chapter
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Chapter
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Article
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Article
The stocks and dynamics of bacterioplankton in the upper 200 m were studied in detail providing daily temporal resolution and finescale vertical resolution during two ca 20-day occupations of a station on the equator at the U. S. JGOFS EgPac transect along 140°W longitude, in March–April and October 1992. Euphotic-zone bacterial biomass averaged 70% of phytoplankton carbon on the two cruises. This moderately high ratio was a consequence of low phytoplankton biomass, characteristic of high nutrient, low chlorophyll (HNLC) regimes, rather than high bacterial abundance, which averaged 6–8 × 108 cells l−1 in the upper 100 m. Turnover rates and thus production were low, with bacterial production (BP) averaging less than 20% of primary production (PP) for the two cruises. Biomass was higher and production was lower under the non-El Niño conditions prevailing in October, compared to the March–April observations made in El Niño conditions. Overall, bacterial production was a low fraction of primary production near the equator during both El Niño conditions. We suggest this might be the result of two possible but untested phenomena: (1) BP:PP is generally low (i.e.