Ocean acidification (OA) is expected to reduce the calcification rates of marine organisms, yet we have little understanding of how OA will manifest within dynamic, real-world systems. Natural CO2, alkalinity, and salinity gradients can significantly alter local carbonate chemistry, and thereby create a range of susceptibility for different ecosystems to OA. As such, there is a need to characterize this natural variability of seawater carbonate chemistry, especially within coastal ecosystems. Since 2009, carbonate chemistry data have been collected on the Florida Reef Tract (FRT). During periods of heightened productivity, there is a net uptake of total CO2 (TCO2) which increases aragonite saturation state (Ωarag) values on inshore patch reefs of the upper FRT. These waters can exhibit greater Ωarag than what has been modeled for the tropical surface ocean during preindustrial times, with mean (± std. error) Ωarag-values in spring = 4.69 (±0.101). Conversely, Ωarag-values on offshore reefs generally represent oceanic carbonate chemistries consistent with present day tropical surface ocean conditions. This gradient is opposite from what has been reported for other reef environments. We hypothesize this pattern is caused by the photosynthetic uptake of TCO2 mainly by seagrasses and, to a lesser extent, macroalgae in the inshore waters of the FRT. These inshore reef habitats are therefore potential acidification refugia that are defined not only in a spatial sense, but also in time; coinciding with seasonal productivity dynamics. Coral reefs located within or immediately downstream of seagrass beds may find refuge from OA.
Citation: Manzello DP, Enochs IC, Melo N, Gledhill DK, Johns EM (2012) Ocean Acidification Refugia of the Florida Reef Tract. PLoS ONE 7(7): e41715. doi:10.1371/journal.pone.0041715
Editor: Richard K. F. Unsworth, Swansea University, United Kingdom
Received: April 6, 2012; Accepted: June 27, 2012; Published: July 27, 2012
This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.
Funding: The authors are grateful to funding from the National Oceanic and Atmospheric Administration's (NOAA) Coral Reef Conservation Program. Mote's Protect Our Reef's License Plate Grant #POR-2008-046 provided seed money that was responsible for the initiation of this project. Funding for the South Florida Program's repeat biophysical oceanographic cruises aboard the R/V F. G. Walton Smith provided by NOAA's Office of Oceanic and Atmospheric Research Charter Ship Fund, The United States Army Corps of Engineers Restoration Coordination and Verification Monitoring and Assessment Plan (RECOVER/MAP), and NOAA's Supplemental Funds for Oil Spill Research. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Ocean acidification (OA) is the global decline in seawater pH due to the uptake of carbon dioxide (CO2) by the surface ocean . This uptake of CO2 reduces the concentration of carbonate ions [CO32−] and leads to a decline in the carbonate mineral saturation state (Ω, where Ω = [CO32−][Ca2+]/K′sp, and K′sp is the apparent solubility product of a carbonate mineral). The saturation state of a given carbonate mineral is a key driver of inorganic carbonate mineral kinetics  and thought to be an important controlling factor on the biogenic calcification of that mineral (e.g., corals and their aragonite skeletons) . Coral reef ecosystems are especially vulnerable as their continued persistence is dependent on the deposition of CaCO3 exoskeleton by scleractinian corals .
Despite these concerns, we still have only a rudimentary understanding of the spatial and temporal variability of carbonate chemistry within reef environments. There is a pressing need to ascertain which locations, habitats or regions may be relatively susceptible or even resilient to OA. This is a challenging undertaking which will take years, if not decades to unravel, as a given areas risk to OA will be a function of localized biogeochemical feedbacks that may locally alter the rates of OA , differing species-specific susceptibilities, and interactions with other stressors. The first step towards addressing this issue is to document the present day, baseline conditions of particular reef systems. Regions that are naturally high in CO2 and have low aragonite saturation states (Ωarag), such as upwelling areas in the eastern tropical Pacific, are OA “hotspots” in that rising CO2 will force the already low Ωarag to potentially critical levels , . However, the larger natural variability in Ωarag found in upwelling areas could also make organisms there more tolerant to future OA . Regardless, areas that act as natural CO2 sinks may serve as OA refugia because calcareous organisms will experience higher Ωarag relative to the open ocean.
Seagrass beds are often located near coral reefs and the Florida Reef Tract (FRT) is no exception . A non-continuous offshore barrier reef parallels the Florida Keys . Between the Florida Keys islands and offshore barrier reef lies Hawk Channel that contains high abundances of seagrass habitat , . Patch reefs are also found within Hawk Channel, and they often exist as isolated islands surrounded by seagrass beds . Recent work has shown that calcification of calcareous macroalgae can be stimulated by CO2 uptake of seagrasses . To determine if photosynthetic CO2 uptake associated with seagrass beds has the potential to create OA refugia, carbonate chemistry was repeatedly sampled across an inshore-to-offshore gradient in the upper, middle, and lower FRT over two years. During periods of heightened productivity, there is a net uptake of total CO2 (TCO2) which significantly increases aragonite saturation state (Ωarag) values on inshore patch reefs of the upper FRT.
Materials and Methods
Discrete seawater sampling was started in April 2009 from paired inshore and offshore sites in the upper Keys (UK) (Fig. 1). No specific permits were required for the described field studies. Paired inshore and offshore sites were carefully selected so that they had the same depth of ∼4–5 m, as water depth is known to exert a strong influence on the impact that benthic biota have on seawater carbonate chemistry . Samples were most often collected from the surface at 1 m depth. The timing and location of all discrete sampling is indicated in Table S1, whereas sample sizes are listed in Table 1. Additionally, seawater samples were taken from the surface (∼1 m depth) during repeat biophysical oceanographic cruises of the South Florida Program aboard the R/V F. G. Walton Smith (Table S1). Carbonate chemistry sample collection and analysis were performed as previously described , . Briefly, total CO2 (TCO2) was measured coulometrically and total alkalinity (TA) was determined using gran titration. The remaining carbonate parameters were calculated from these values and in situ temperature with CO2SYS  using the dissociation constants of Mehrbach et al.  for carbonic acid as refit by Dickson and Millero  and Dickson  for boric acid.
Paired inshore and offshore sites where discrete seawater samples were obtained are indicated in the Upper, Middle, and Lower Keys. GPS coordinates are Upper Keys Inshore (24.93898N, 80.56272W), Offshore-24.9465N, 80.50207W); Middle Keys Inshore (24.81216N, 80.76075W), Offshore (24.76724N, 80.75227W); and Lower Keys Inshore (24.59723N, 81.45505W), Offshore (24.55141N, 81.40251W).
Statistical comparisons were made between inshore and offshore sites in the UK, middle (MK), and lower (LK) Florida Reef Tract (FRT) after data were divided into seasons. Student's t-tests (α = 0.05 significance level) were used when data were normally distributed, whereas Mann-Whitney U-tests were used when they were not. One-way ANOVAs (or Kruskal-Wallis tests when data were not normal or homoscedastic) were used to ascertain significant effects of region (UK, MK, LK) and season within the inshore and offshore grouping. When significant differences were indicated, post-hoc t-tests were used to determine the relationship of regions/seasons.
Inshore values of TCO2, TA, pCO2, and Ωarag were subtracted from their paired offshore values to determine the magnitude (Δ) of the gradient between inshore and offshore sites. A positive Δ indicates that inshore values are higher than offshore, whereas a negative Δ shows the opposite. TCO2 and TA values were normalized to salinity (nTCO2 = TCO2×35/S) prior to calculating Δ. Mean [± std. error of the mean (SE)] values by season, as well as the sum of the mean values across all seasons (Σ) are presented. Means represent the average gradient encountered by season, whereas the summed values indicate the annual net direction and magnitude of the gradient. TA-TCO2 plots were used to infer the dominant forcing mechanisms of the carbon cycle eliciting the inshore-to-offshore gradient in carbonate chemistry .
Inshore waters at all sites were depleted in both TCO2 and TA relative to offshore during spring and summer (Fig. 2) with the pattern generally reversing in autumn and winter (Fig. 3). In the spring, the significant inshore depletion of TCO2 was sufficient to elevate the Ωarag-values relative to offshore at all sites (Table 1; t-tests, p<0.05). The lack of significance between inshore and offshore pCO2 and Ωarag measured in the LK during the spring was because of the large magnitude of TA decline inshore (Fig. 2B, 4; Table 1). The increase of inshore TCO2 in autumn depressed Ωarag relative to offshore. By winter, the inshore TA increase compensated for increased TCO2 and caused an increase in Ωarag relative to offshore once again (Fig. 4).
(A) Total CO2 (TCO2, µmol kg−1), (B) Total Alkalinity (TA, µEq kg−1), (C) partial pressure of CO2 (pCO2, μatm), and (D) aragonite saturation state (Ωarag) from April 2011 for the Florida Reef Tract.
(A) TCO2, (B) TA, (C) pCO2, and (D) Ωarag from December 2011 for the Florida Reef Tract.
The difference (Δ) between inshore and offshore values of (A) nTCO2, (B) nTA, (C) pCO2, and (D) Ωarag for the upper, middle, and lower Keys plotted by season. Values are means and error bars are standard error of the mean. Non-matching letters indicate significant differences (t-tests, p<0.05).
Inshore-to-Offshore Gradient: Seasonal and Site Comparisons
The UK had the greatest magnitude of ΔΩarag (one-way ANOVAs, p<0.05, Fig. 4), due primarily to very high inshore Ωarag values in spring (mean Ωarag ± SE = 4.69±0.101, Table 1). The increase of inshore Ωarag during the spring and summer is greater than its depression during autumn for both the UK and MK (Table 2), which is also evident in time-series data (Fig. 5). ΣΔpCO2 was negative for all sites (Table 2). A large negative ΣΔnTA value in the LK, which was greater than the large and negative ΣΔnTCO2 value, resulted in a negative ΣΔΩarag. Also unlike the other sites, LK had a negative ΔΩarag during the summer (Fig. 4).
Time-series of (A) nTCO2, (B) nTA, (C) pCO2, and (D) Ωarag for paired inshore (green diamonds) and offshore (blue squares) reef sites in the Upper Florida Keys from April 2009 to February 2012. Anomalous events are noted for (1) sampling after cold-water mass mortality of inshore patch reefs in early 2010; elevated pCO2 and depressed Ωarag associated with (2) high winds and overcast conditions in August 2010, and (3) low salinity in October 2011. Events (2) and (3) are represented by open diamonds (inshore) and squares (offshore) and are not linked to line as they deviate greatly from the seasonal pattern. The data points immediately after the cold-water mass mortality (1) are included because they represent important winter endpoints for 2009–2010.
The TA-TCO2 plots confirm the predominance of photosynthesis and calcification during the spring and summer at all sites (Fig. 6). The slopes of the UK and LK spring trendlines were no different (Fig. 6, Table S2). However, during the summer, the UK slope declined, indicating an increase in photosynthesis relative to calcification, whereas the LK slope increased, indicating an increase in calcification versus photosynthesis. The MK had large amplitude during summer because of the influence of Florida Bay waters that are depleted in TCO2 and TA during this time (Fig. 6C) . The opposite occurred during the winter. During the winter months, net respiration and net dissolution were documented for all sites. In autumn, there was a scatter between the dominant spring/summer and winter processes for all sites.
(A) Guide to TA-TCO2 plots illustrating how net photosynthesis, respiration, calcification and dissolution affect location of points. TA and TCO2 are salinity normalized (S = 35) to allow comparison across seasons and sites. The reference offshore water mass is illustrated by the solid circle in the center of the plot. Vector addition of day-time metabolism assumes a photosynthesis/calcification molar ratio of 6 . (B) Upper Keys, (C) Middle Keys, and (D) Lower Keys. The same three events listed in Fig. 5 are highlighted. (1) The samples obtained one and two months after the cold mortality are within the gray ellipse. The data point closer to the origin is from 16–17 February 2010, whereas the one farther removed is from 8 March 2010. Asterisks denote events (2) and (3).
Paired inshore and offshore time-series
There was a large seasonal amplitude for both the inshore TCO2 and TA that was not apparent offshore (Fig. 5). Seasonally fluctuating temperatures result in corresponding seasonality in Ωarag for both inshore and offshore waters, but the amplitude is enhanced for the inshore waters (Fig. 5). The inshore UK site had lower pCO2 most of the time except during or after anomalous events.
Three anomalous events impacted carbonate chemistry. First, there was an increase of inshore TCO2 and TA in the UK after the cold-water mass mortality of reef-building corals that occurred at inshore patch reefs in January 2010 (Fig. 5) –. This particular inshore site was seriously affected, as coral mortality in four species of corals was 83–100% (Manzello, unpub data). During August 2010, there were persistent winds at 5 to 7.5 m s−1 and overcast skies during sampling. As a result of lower than normal nTA, there was a spike in pCO2 and depression in Ωarag at both sites, erasing any inshore-to-offshore gradient for these two parameters (Fig. 5). Interestingly, at this time the TA-TCO2 plot indicated net calcification in the absence of photosynthesis (Fig. 6B). Lastly, during October 2011, there was unseasonably high rainfall in south Florida and low salinity water was observed at all sites, with salinities inshore and offshore ranging from 32.04–32.685 and 34.035–34.835, respectively. At the inshore sites, low salinity was coincident with a spike in pCO2 and depression in Ωarag (Fig. 5). All sites showed net respiration during this time (Fig. 6).
Site and Seasonal comparisons
The carbonate chemistry was similar across the UK, MK, and LK when grouped by season and inshore/offshore (Figs. S1 and S2). A single exception was that UK inshore Ωarag which, in addition to ΔΩarag, was significantly higher than the LK in the spring (Fig. S1, t-test, p<0.01).
Seasonal effects were pronounced at the inshore sites, while the offshore sites were relatively stable (Table S3, Figs S1 and S2). The two exceptions were 1) pCO2 at the UK offshore site, which was highest in summer (t-tests, p<0.05), and 2) nTA at the LK offshore site, where there was a significant depletion in TA during summer (Fig. S2). The only other site where pCO2 varied significantly by season was the UK inshore site (Table S3). Ωarag values were significantly higher in the spring versus autumn at all the inshore sites (p<0.05). Spring and summer TCO2 and TA values were significantly lower than the winter values at all inshore sites (p<0.05).
The inshore-to-offshore variability in carbonate chemistry on the FRT is primarily driven by large changes in TCO2, indicating that net primary productivity is the dominant mechanism forcing this gradient. The magnitude of the TCO2 depletion in the spring and summer is sufficiently large to elevate Ωarag-values despite a coincident decline in TA. The standing crop, abundance, and productivity of the dominant species of seagrass in the Florida Keys, Thalassia testudinum, follow a sinusoidal pattern, peaking from June to July, and reaching minimum values in January . Macroalgae in the Florida Keys follow a similar seasonal pattern, whereby they increase in abundance from the spring to summer, then decline and reach a minimum in the winter , . The temporal variation of these benthic primary producers coincide with the seasonal trend in TCO2 at the inshore sites.
Seagrass beds covered 46.2–55.6% of 3,141 km2 in the Florida Keys during a recent mapping study that included terrestrial and marine habitats . The dominance of seagrass habitats within the Florida Keys lends support to the hypothesis that their productivity is responsible for the patterns in TCO2 reported herein. Seagrasses are usually net autotrophic ecosystems , which would explain the net uptake of TCO2 at all inshore sites (Table 2, Fig. 4). Net TCO2 uptake was also indicated by the persistence of the inshore-to-offshore gradient during nighttime sampling in May 2009, June 2010, April 2011, June 2011, and February 2012. Net autotrophy within seagrass meadows is due, in part, to low levels of herbivory, as <20% of seagrass productivity is consumed by herbivores . Furthermore, seagrasses bury up to 50% of their production within their roots and rhizomes, which act as a CO2 sink , . Reef areas with high macroalgal cover may also exhibit net CO2 uptake –, though this carbon may be less permanently sequestered than in seagrasses . A large fraction of the macroalgal production on reefs is directly respired, resulting in P/R ratios very close to 1, even for macroalgal dominated systems . We hypothesize that the carbon sequestered by macroalgae is less persistent than that fixed by seagrasses. Macroalgae are either consumed by herbivores, or degraded microbially when the algae senesce on a seasonal basis. Either route represents a relatively short temporal fate whereby CO2 is ultimately respired back into the water column. There is no obvious route whereby the CO2 sequestered would be preserved like that of seagrass rhizomes and roots that are buried in sediments.
While reductions in CO2 associated with seagrass photosynthesis may ameliorate OA-related stress, several aspects of seagrass habitats are not conducive to coral growth and reef development. First, the soft substrate of seagrass beds is a poor habitat for both corals and other sessile reef-associated organisms . While corals can survive as free-living motile colonies in areas of unstable substrate, these “coralliths” are usually small in size and have stunted growth rates . Corals thrive on stable substrata, thus areas of antecedent hard bottom downstream or within seagrass areas may be important areas for coral persistence with accelerating OA.
Second, temperature fluctuations inshore on the FRT are high and potentially harmful to thermally sensitive coral species. Mean temperature values at our six sites from June 2010 to May 2011 were similar, ranging from 26.0 to 26.4°C. The variance in temperature was much greater at the inshore sites, as minimum and maximum temperatures were more extreme (Fig. S3). The greatest temperature fluctuations occurred in the MK, likely a result of the net outflow of Florida Bay waters through the wide channels in the middle Keys . Florida Bay is shallow (average depth <3 m) and responds rapidly to changes in atmospheric temperatures . At the inshore MK site, the minimum temperature was 14°C in Dec 2010 and the maximum temperature was >34°C in the summer of 2010 (Fig. S3). These temperatures are well outside the thermal tolerances of most coral species (18–30°C) . Corals can tolerate conditions outside of this range if the duration and magnitude of temperature fluctuations is not too long or great, respectively. This 20°C range observed at the inshore MK site effectively restricts the proliferation of the majority of coral species. There are, however, a few especially hardy species, such as Solenastrea bournoni, and Siderastrea radians, but they are present in low abundances. Thus, while the ΣΔΩarag was highest in the MK, thermal extremes preclude the viability of this area as a refuge for corals from OA. The range in temperature was less at the inshore sites in the UK and LK. These sites do experience extreme temperatures, but they are not as great in magnitude or as long in duration. This helps explain why isolated patch reefs are able to persist in these locations and not in the MK .
Overall, thermal conditions are more favorable at the offshore sites (Fig. S3). This is because the Florida Current effectively buffers these reef sites from the thermal extremes that occur close to shore . Again, the MK offshore site, just like for the inshore sites, had the greatest range in temperatures (17.1°C), likely a result of the exchange of Florida Bay waters in the middle Keys . This large temperature variability, by itself, is likely a primary factor of why the MK reefs are the most poorly developed of FRT . The range in temperatures at the UK and LK offshore sites was less. However, it is important to realize that the FRT experiences some of the greatest temperature fluctuations documented for coral reefs. There are only a few locations, such as the Persian Gulf, where corals that form reef frameworks experience a wider range in temperatures (25°C)  . The FRT is at the upper and lower thermal limits for coral survival and reef development in the North Atlantic, due to cold water in the winter and warm water in the summer.
The FRT has experienced at least five warm-water bleaching events since 1987 that have encompassed the entire reef tract . Inshore patch reefs experienced catastrophic coral mortality due to extreme cold weather in early 2010 that was an order of magnitude greater than any of the mortality associated with warm-water bleaching events to date –. Cold water stress, while rare, has repeatedly been identified as a primary limiting factor for the FRT and inshore sites are more prone to thermal extremes . Although these sites may provide refuge from chronic OA stress, they will likely continue to be susceptible to acute cold weather events.
Intriguingly, the inshore patch reef environments of the upper FRT, which were found to have higher Ωarag values than what has been modeled for the tropics prior to the industrial revolution , are known to have higher coral cover and faster coral growth rates compared to reefs offshore . One hypothesis for the better condition of these nearshore patch reefs is that these areas may be more resistant to recurrent warm-water bleaching because of increased turbidity and chromophoric dissolved organic matter (CDOM) shading corals, partially reducing the photo-oxidative stress that occurs within the algal symbionts of corals during thermal stress , . We suggest that the favorable Ωarag conditions for these sites should also be considered as a contributing reason for their increased resilience.
Inshore patch reefs of the upper FRT may be OA refugia. The thermal extremes of the MK eliminate this area as a potential refuge. The ΣΔΩarag of the LK is negative, indicating that Ωarag-values inshore are more often lower than those offshore. Low TA values were measured during the summer for both the inshore and offshore LK sites (Figs. S1 and S2). Inshore TA values were sufficiently low to decrease Ωarag-values relative to those offshore (Table 1). It is not clear what is causing this apparent increase in calcification relative to photosynthesis. Tidally-driven flushing of the shallow waters between the numerous islands of the LK (see Fig. 1) may be resulting in the increased depletion of TA relative to TCO2, favoring CaCO3 precipitation that is not directly linked to photosynthesis. The bedrock of the LK islands is an oolitic deposit, whereas the Key Largo Limestone that makes up the UK and MK islands is coral reef derived . Both facies were formed about 125,000 years ago, during the Pleistocence, when sea level was 4–6 m higher than the present day . The same factors that favored the inorganic precipitation of CaCO3 (i.e., ooid shoals) in the LK, versus the biogenic coral reef deposits of the UK and MK, may be similar to what is occurring today on the FRT.
Seagrasses are also known to stimulate the dissolution of the calcareous sediments where their roots and rhizomes are buried –. This is because seagrasses pump a fraction of the oxygen produced during photosynthesis into their roots, which drives aerobic respiration and carbonate dissolution via CO2 production . The addition of TA to seawater via this process has been suggested as a potential negative feedback to OA, as TA addition lowers pCO2 , . Our data from the water column showed that TA often declined in concert with TCO2, indicative of net calcification (Fig. 6). Burdige and Zimmerman  showed that dissolution rate was a function of seagrass density and photosynthesitic productivity. Yet, TA was seasonally elevated at all sites (inshore and offshore) during the winter months (Table 1), and even more so at the inshore sites (Fig. S1, 4). This is when productivity of seagrasses on the FRT is at its minimum . It is not clear if the TCO2 enrichment during autumn and winter is directly causing this elevated TA by driving dissolution. Whatever the mechanism, the elevation of TA during the winter offsets the TCO2 enrichment that occurs at this time, resulting in lower pCO2 and higher Ωarag at the inshore sites (Fig. 4).
Seagrasses are carbon limited, whereas macroalgae are able to effectively utilize the abundant HCO3− in seawater for photosynthesis . Consequently, seagrass productivity is expected to be stimulated with OA –, whereas macroalgae, already carbon-saturated, should not exhibit any increases in photosynthesis or growth . For example, seagrasses exposed to high-CO2 conditions for 1 yr had increased reproduction, rhizome biomass, and vegetative growth of new shoots, which could represent a potential positive feedback to their ability to serve as OA refugia . These results have implications for other calcifying organisms other than corals. Seagrasses, unlike shallow coral reefs, are an ecosystem that is not limited to the warm tropical latitudes. As such, the potential for seagrasses to locally buffer OA within coastal zones may be much greater than what is considered here and could even increase over time.
In summary, coral reefs in close proximity to seagrass beds may find refuge from OA. In the upper Florida Keys, inshore patch reefs have exhibited greater resilience relative to the offshore barrier reefs to a range of environmental stresses . These inshore reefs are located where the uptake of TCO2 drives seasonal enhancement of Ωarag (Fig. 4D). The natural sequestration of CO2 on the FRT may facilitate the high resilience of these sites.
Carbonate Chemistry at Inshore Sites by Season. Mean values for (A) nTCO2, (B) nTA, (C) pCO2, and (D) Ωarag plotted by season for inshore sites from upper, middle, and lower keys. Error bars represent standard error of the mean. Means represent the average of mean values for each sampling excursion grouped by season. Non-matching letters indicate significant differences (t-tests, p<0.05).
Carbonate Chemistry at Offshore Sites by Season. Mean values for (A) nTCO2, (B) nTA, (C) pCO2, and (D) Ωarag plotted by season for offshore sites from upper, middle, and lower keys. Error bars represent standard error of the mean. Means represent the average of mean values for each sampling excursion grouped by season.
Seawater temperature at paired inshore and offshore sites. In situ temperature data, collected every 30 min from paired inshore (green lines) and offshore (blue lines) sites for (A) upper, (B) middle, and (C) lower Keys. Depths of temperature values are 5 m.
Timing of discrete sampling at paired inshore and offshore sites in the upper (UK), middle (MK), and lower (LK) Florida Keys. WS indicates sample taken aboard the R/V Walton Smith in coordination with the South Florida Program's repeat biophysical oceanographic cruises rather than small boat sampling (X).
nTA-nTCO2 trendline equations and R2 by site and season.
Kruskal-Wallis results to identify seasonal differences within each of the six sites.
D. Lirman provided support to D. P. M. to help initiate this study. We thank C. Brown, S. Cummings, D. Graham, K. Horvath, and L. Visser for assistance with sampling and/or analysis. D. P. M. is indebted to J. C. Hendee for his mentorship and R. Wanninkhof for his tireless efforts to ensure quality measurements of dissolved inorganic carbon. The manuscript contents are solely the opinions of the authors and do not constitute a statement of policy, decision, or position on behalf of NOAA or the US Government.
Conceived and designed the experiments: DPM ICE EJ. Performed the experiments: DPM ICE NM. Analyzed the data: DPM ICE DKG. Wrote the paper: DPM ICE DKG.
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