Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (2024)

Keywords: Biogeochemistry; Carbon dioxide fertilization; Soil carbon storage; Atmospheric carbon dioxide; Global warming

1. Introduction

Currently, atmospheric CO2 levels are increasing at a rate one-third slower than expected, based on the known sources and sinks (Dixon et al. 1994; Field 2001; Pacala et al. 2001; Schimel et al. 2001). Major sources of atmospheric CO2 include fossil fuel combustion, cement production, and deforestation. Sinks of atmospheric CO2 include uptake by the ocean and the terrestrial biosphere. A variety of studies indicate that the terrestrial biosphere may be the location of the “missing sink.” Using measurements of stable carbon isotopes in the atmosphere, Ciais et al. (Ciais et al.1995) have shown that the terrestrial biosphere removed about half of fossil fuel emissions in 1992 and 1993, or about 3.5 Gt C yr−1 from the atmosphere. Using atmospheric oxygen measurements, Keeling et al. (Keeling et al. 1996) have shown that the terrestrial biosphere sequestered about 2.0 ± 0.9 Gt C yr−1 (about one-third of fossil fuel input) from 1991 to 1994.

Because trees and soil exchange large amounts of carbon with the atmosphere on an annual basis, both are likely locations for storing the “missing” carbon (Harrison et al. 1993). Caspersen et al. (Caspersen et al. 2000) have reported that the aboveground net ecosystem production due to growth enhancement (e.g., CO2 fertilization) was only 2.0% ± 4.4% in five states in the eastern United States throughout the twentieth century. At least for one region, Caspersen et al.'s results suggest that the “missing carbon” is not being stored in trees; instead, the missing carbon may be soil bound. Radiocarbon measurements collected worldwide suggest that soil carbon does have the potential to significantly alter atmospheric carbon dioxide levels (Harrison 1996), but do not identify a particular mechanism.

This study suggests that the mechanism for storing carbon in soil is CO2 fertilization and investigates the extent to which CO2 fertilization could be increasing the amount of carbon stored in soil in a white oak system. Carbon dioxide fertilization is the increase in plant growth in response to elevated atmospheric CO2 levels (Strain and Cure 1985; Wullschleger et al. 1995). Bazzaz and Fajer (Bazzaz and Fajer 1992) and Field (Field 1997) have suggested that increased plant growth may result from increased water-use efficiency and decreased photorespiration under elevated CO2. Norby et al. (Norby et al. 1999) found a 25% increase in stem production/leaf area in trees grown in 12 open-top chamber studies. The increase in vegetation, in turn, may increase the flux of carbon to soil.

To see if additional carbon is stored in soil due to CO2 fertilization, we measured soil carbon inventories in five soil cores collected from ambient chambers and six soil cores collected from elevated chambers (Figure 1). Figures 2a–c shows a hypothetical scenario for how soil carbon inventories may evolve over time in a CO2 fertilization experiment. At the start of the experiment, the histograms of carbon inventory between the elevated and ambient chambers will be similar (Figure 2a). After the vegetation has been exposed to elevated carbon dioxide levels, the carbon inventories will begin to shift away from ambient inventories and migrate to higher carbon inventories (toward the right in the histograms; Figures 2b,c). In the actual experiment, the variation is likely to be greater than what is shown in Figure 2, with jumps reflecting the uneven nature of carbon input to soil. Sporadic root growth, root exudation, root death, and decomposition cause variations in soil carbon inventories.

2. Measuring changes in soil carbon inventories due to CO2 fertilization

Carbon dioxide fertilization may be increasing the amount of carbon stored in soil (Harrison et al. 1993). Just as a savings account balance will increase over time if the amount of money deposited exceeds the amount withdrawn, so too will the soil carbon inventory increase if the flux into soil exceeds the flux out, despite rapid turnover. Such an increase may be due to an increased flux of carbon to the soil that is not matched by an equivalent flux out over a relevant time frame. Processes that add carbon to soil include input from fine root decomposition, litter decomposition, root exudation, and dissolved organic carbon in throughfall. A portion of this organic material undergoes microbial transformations and becomes soil organic material (Zak et al. 1993; Gleixner et al. 2002; Kiem and Kogel-Knabner 2003). A decrease in the rate of soil organic matter decomposition could also increase the inventory of soil organic carbon. For example, researchers have found that elevated carbon dioxide levels may slow the rate of soil organic matter oxidation (Hu et al. 2001). Hence, the observed increases in soil carbon accumulation could be due to increased soil carbon input and decreased soil organic carbon oxidation. Soil carbon's response to CO2 fertilization has proven very difficult to measure due to soil heterogeneity and the 12–25-yr turnover time of soil carbon (Harrison et al. 1995; Hungate et al. 1996; Hungate et al. 1997; Van Kessel et al. 2000; Schlesinger and Lichter 2001).

In this study, improved soil sampling and soil preparation procedures enabled us to measure increases in soil carbon inventories (Mahoney and Harrison 2003). Statistical analysis suggests that our results are robust.

3. Experimental setting

This CO2 fertilization experiment was conducted at the Global Change Field Research Site at Oak Ridge National Laboratory, Oak Ridge, Tennessee (Figure 1). Kelly et al. (Kelly et al. 1969) have described the land-use history and soil characteristics of the Global Change Field Research Site. Farmers tilled the land until 1942. The land lay fallow until 1956, when it was planted with Loblolly pine. In 1964, the site was clear-cut, a bulldozer removed the stumps, and a “bush and bog” disc broke up the soil, cut the roots, and sliced the vegetation mat. A furrow plow, disc harrow, and drag were used on the soil before it was seeded with Festuca and treated with a 10–10–10 fertilizer. Since 1964, the land has received no further treatment, until the CO2-enrichment experiments began in 1989.

This study was part of a broader study that explored the effects of elevated CO2 levels on white oak seedlings (Quercus alba L.; Norby et al. 1986; Norby et al. 1995). This experiment started with seedlings planted in chambers in 1989, which grew into saplings under open-canopy conditions. White oaks were exposed to three different levels of carbon dioxide concentrations: ambient (control), ambient + 150 ppm, and ambient + 300 ppm. The ambient atmospheric carbon dioxide concentrations for this site can be approximated using Mauna Loa Volcano (Hawaii) data: in 1988, values were about 353 ppm; in 1992, they were about 356 ppm. The experiment lasted for four growing seasons in six open-top chambers (Figure 1). The chambers were 3.0 m in diameter and 2.4 m tall. When the trees were harvested, the tree height averaged 1.33 m in the ambient chambers, 1.55 m in the (ambient + 150) chambers, and 2.23 m in the (ambient + 300) chambers. Leaves were not allowed to decompose and form soil organic material. The fallen leaves were collected and analyzed for litter chemistry. The actual soil carbon response to CO2 fertilization may be higher when leaves are allowed to contribute to soil organic material.

4. Prior results from the white oak experiment

In 1992, after four growing seasons, Norby et al. (Norby et al. 1995) found that whole plant mass was 135% higher for the (ambient + 300 ppm) treatment than the control (p < 0.03); lateral woody roots were the most responsive and showed a 294% increase (over the control) in dry biomass (ambient + 300 ppm; p < 0.06); and root density was 141% higher for the (ambient + 300 ppm) trees than the control (p < 0.19). The leaf area index (LAI) was 1.9 m2 m−2 in the ambient chambers, 2.3 m2 m−2 in the (ambient + 150 ppm) chambers, and 3.6 m2 m−2 in the (ambient + 300 ppm) chambers (Norby et al. 1995). Once the canopy had closed and maximum LAI was achieved, differences between elevated and ambient LAI diminished.

5. Experimental methods

Soil was collected in January 1994 from chambers where white oak trees had been growing under ambient and elevated carbon dioxide levels for four growing seasons (Figure 1). The elevated chambers had been subjected to (ambient + 300 ppm) CO2 levels. We did not expect the combination of only 150-ppm elevated CO2 and 4 yr of exposure to be long enough to significantly elevate soil carbon levels for chambers 1 and 6, so we did not sample those chambers.

Five soil cores were collected from ambient chambers and six soil cores were collected from elevated (ambient + 300) chambers. These 30-cm-deep soil cores were split into four sections by depth: 0–5, 5–10, 10–20, and 20–30 cm. The soil was collected using a volumetric soil probe (diameter = 5 cm) so that bulk density could be calculated for each core. The coring device could sample to a depth of 35 cm.

Cores that showed signs of soil compression or soil loss were discarded. At the time of sampling, if the soil in the coring device was not even with the surface of the surrounding soil, it was discarded. If a piece of core was missing, the entire core was also discarded. Only one core was discarded.

Our sample processing inhibited microbial activity, isolated soil organic material bound to minerals, and hom*ogenized the sample to attain high levels of precision and accuracy in subsequent measurements (Mahoney and Harrison 2003). The collected soil was dried to a constant weight at 100°C. This process removed sufficient moisture to inhibit microbial oxidation of soil organic carbon and stabilized the soil for storage. After the soil was dried, it was sifted through 2-mm and 30-μm sieves. Visible rocks, charcoal, litter, and root fragments were removed by inspection. Any remaining litter and charcoal were removed by flotation. It was essential that the litter and root fragments were removed from the mineral soil, because litter and root fragments have a turnover time much shorter than the turnover time of active soil carbon (Harrison et al.1993). Similarly, charcoal has a turnover time of thousands of years and must be removed to get accurate turnover times for soil organic material (Trumbore 1988; Telles et al. 2003). After delittering, the soil was hand ground with a mortar and pestle, and dried again at 100°C to a constant weight. We detected no carbonates in this soil.

Soil samples were analyzed for organic carbon using a Carlo Erba NC2100 analyzer at Boston College. The procedure is described by Verardo et al. (Verardo et al. 1990). The precision for measuring the amount of carbon in a sample is ± 0.3%. Soil carbon inventories were calculated by multiplying the bulk density by the mass C in the sample, divided by the mass of sample. The bulk density was calculated by dividing the dry weight of the soil by the volume of the soil. Clay content was measured using a sedigraph (Micromeritics 2001). We wet sieved the soil with a 63-μm sieve to isolate the sand fraction (Folk 1968), and clay content of the remaining soil was determined (Micromeritics 2001).

6. Results

Table 1 lists the soil carbon inventories. The average inventory of soil carbon was higher in the elevated chambers than in the ambient chambers for all depth intervals, although this difference was statistically significant only in the top 5 cm. When considering samples pooled from all depths, the soil beneath trees exposed to elevated CO2 levels had an average of 14% more carbon than soil beneath trees exposed to ambient CO2 levels. These differences were found to be statistically significant (see sections 7.1. and 7.2.). For this study, we have considered results statistically significant for p values of < 0.05. Figures 3 and 4 show that the carbon inventories in the elevated chambers were, on average, higher than the carbon inventories in the ambient chambers. Figure 4 shows that soil carbon variability for the elevated chambers was greater than soil carbon variability for the ambient chambers, while Figure 2 explains the greater variability.

The greatest percent differences in carbon inventory occurred at the shallowest depth interval (Table 1). At this shallow depth, 0–5 cm, the elevated soil had about 30% more carbon than the ambient soil (p = 0.03; t test). In the 5–10-cm depth interval, the soil collected from the elevated chambers had about 9% more carbon than the soil collected from the ambient chambers (p = 0.21; t test). In the 10–20-cm interval, the elevated soil had about 12% more carbon than the ambient soil (p = 0.07; t test), while at the 20–30-cm interval, the difference was about 10% (p = 0.07; t test).

The clay content averaged 36.7% ± 3.4% for the ambient chambers and 35.5% ± 3.8% for the elevated chambers (Figure 5). There is not a strong relationship between clay content and soil carbon concentrations in the ambient chambers (R2 = 0.16; dotted line) or the elevated chambers (R2 = 0.16; solid line).

The bulk density measurements for the soil collected from the ambient and elevated chambers were similar. Bulk density averaged 1.04 ± 0.13 g cm−3 for the ambient chambers and 0.97 ± 0.15 g cm−3 for the elevated chambers. Figure 6 shows the relationship between the percent soil carbon and bulk density. We believe the additional influx of carbon in the elevated chambers decreased the soil bulk density, because the density of organic material is less than the density of rock and clay particles. Bulk density increased with increasing depth.

7. Discussion

7.1. Statistical analysis of the soil carbon, clay content, and bulk density data

The mean carbon inventory in soil beneath trees exposed to elevated levels of CO2 was higher than that in soil beneath trees grown at ambient levels. The mean inventories of soil carbon were 0.1387 ± 0.0385 and 0.1215 ± 0.0307 g C cm−2 for elevated and ambient conditions, respectively, for all samples averaged over the 0–30-cm depth interval (Figure 3). We performed two statistical tests to investigate whether or not this observed difference was statistically significant.

Since the number of measurements was small (24 measurements for elevated and 20 measurements for ambient), it was not appropriate to use statistical tests that depend on a large sample size. We began our analysis by using a t test, with the null hypothesis that the mean for soil carbon content of the underlying population of trees grown at ambient CO2 would be the same as that of trees grown at elevated levels of CO2. The t test is appropriate for cases in which the populations are approximately normally distributed and the sample size is small. In this t test, we obtained a p value of 0.05 (Table 2).

We then used the Wilcoxon rank sum test, which does not require the assumption that populations are normally distributed. For this test, the null hypothesis is that the distribution for the ambient case would be identical to the distribution for the elevated case. For the Wilcoxon test, we obtained a p value of 0.05 (Table 2).

We compared the clay content and the bulk density of soil collected from the elevated and ambient chambers. The clay content values were similar and their differences were not statistically significant (Table 2). We tested the hypothesis that bulk density was higher for the ambient cases and found the results to be statistically significant (p = 0.02; Table 2).

7.2. Statistical analysis of the soil carbon data using different experimental units

Arguments can be made for using different experimental units: depth interval samples, cores, and chambers. The samples can be considered independent experimental units because each sample had a different amount of carbon added and responded to this addition differently, as indicated by the variability in the carbon histograms (Figures 3 and 7). A core can be considered an experimental unit because four samples were obtained from each core. A chamber can be considered an experimental unit because the chamber is the unit at which the experimental treatment was imposed.

The data can be analyzed statistically using soil cores instead of individual depth interval samples as experimental units, as in Figure 4. The differences in carbon levels between the cores are statistically significant (p = 0.02; t test).

If we use each chamber as an experimental unit, the average carbon content of the elevated chambers is 0.5549 ± 0.0090 g C cm−2 and the average carbon content of the ambient chambers is 0.4862 ± 0.0005 g C cm−2. The differences between the carbon inventories in the chambers cannot be analyzed statistically due to the small sample size.

7.3. Assessing the pretreatment variability of soil carbon

One of the factors complicating the interpretation of our results was the lack of pretreatment samples. To assess the heterogeneity of the site, we collected eight cores (0–30 cm) from outside the chambers to serve as a proxy for pretreatment conditions.

Figure 4 shows a box plot of total soil carbon inventories (g C cm−2) for three sets of data: outside of the chambers (no trees–ambient), ambient chambers (trees–ambient), and elevated chambers (trees–elevated). There is a consistent increase in carbon inventory from the proxy for pretreatment (lowest), followed by trees without elevated CO2 (intermediate), to trees with elevated CO2 (highest). The box plot results show that pretreatment differences in soil carbon did not contribute significantly to the observed differences after 4 yr of experimentation.

We have concluded that the pretreatment carbon inventories in the chambers were most likely similar, based on observations of the carbon inventory outside of the chambers (Figure 4). This conclusion is supported by two additional factors: the soil at this site was well mixed (see section 3), and the clay content in the elevated and ambient soils was similar (see section 6).

7.4. Soil carbon accumulation

Carbon accumulated at a greater rate in the elevated chambers than in the ambient chambers. This observation is consistent with the observed 141% higher root density and the 294% increase in root biomass (section 4). The greatest increases were observed in the shallow soil, which has the highest density of roots. Roots can exude carbon directly to soil or can add carbon to the soil when they die and decompose. For example, the elevated chambers accumulated soil carbon at a 30% greater rate than the ambient chambers from 0 to 5 cm (p = 0.03). In contrast, the elevated chambers only accumulated soil carbon at a 10% greater rate than the ambient from 20 to 30 cm (p = 0.07).

As expected, we observed random jumps in soil carbon inventory and soil carbon percent in this experiment (Figures 3 and 7). These histograms show that the carbon values increased sporadically, reflecting the random nature of root distribution and their carbon inputs. We did not expect our distributions to start to diverge after only four growing seasons due to the 12–25-yr turnover time of active soil carbon (Harrison et al. 1995). In other words, the soil carbon response we observed was greater than we had anticipated.

7.5. Caveats

Several caveats need to be considered when interpreting the white oak soil carbon data. Norby et al. (Norby et al. 1999) have found that the CO2 fertilization responses observed in seedlings have been sustained in longer studies. However, the carbon sequestration observed here does not predict the sustained response once the site has been fully occupied. In short, the response of a closed canopy or a mature forest will differ from these open-top chamber results. The soil carbon response for white oak exposed to elevated carbon dioxide concentrations will differ from the response of other types of vegetation, and this response will change over time. Although this study compares chambered areas to chambered areas, the effects of the chambers cannot be completely discounted. Collecting the leaves before they were allowed to contribute to soil carbon input may have lowered the CO2 fertilization response by preventing aboveground inputs to contribute to soil carbon accumulation.

8. Conclusions

After four growing seasons, we found that soil below white oak exposed to elevated carbon dioxide levels (ambient + 300 ppm) had an average of 14% more carbon than soil below trees exposed to ambient levels of carbon dioxide. Our results are statistically significant and consistent with the hypothesis that CO2 fertilization is increasing soil carbon storage. Future research should be directed toward finding a way to compare the results of CO2-enrichment experiments having different soil carbon turnover times, different levels of CO2 enrichment, and different lengths of exposure to elevated CO2 levels.

Acknowledgments

We thank Becky Heumann, John Ebel, Michelle Segal, Adria Reimer, and Amy Smith. This research was funded by the U.S. Department of Energy, Office of Science, Biological and Environmental Research; the U.S. Department of Energy, Global Change Distinguished Postdoctoral Fellowship program; the U.S. Department of Agriculture, National Research Initiative; and the National Science Foundation, Earth Sciences Postdoctoral Fellowship program.

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Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (1)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (2)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (3)

Figure 1. White oak CO2-enrichment experiment location and layout. The Global Change Field Research Site, Oak Ridge, TN, was clear-cut in 1964 and white oak seedlings were planted in six chambers in 1990. Samples were collected from chambers 2 to 5 for this study

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Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (4)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (5)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (6)

Figure 2. (a)–(c) Theoretical changes in carbon inventory in soil caused by CO2 fertilization. These comparisons were made using depths comparable to those used in the study. (b) The transitional state illustrates why soil carbon variability was higher for the elevated chambers than for the ambient chambers

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Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (7)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (8)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (9)

Figure 3. Histogram of measured elevated and ambient carbon inventories (g C cm−2). Elevated inventories have begun to shift away from ambient inventories and are migrating toward higher carbon inventories (toward the right in the histogram). The carbon inventories are based on measurements of 44 samples (20 ambient and 24 elevated) after four growing seasons

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Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (10)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (11)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (12)

Figure 4. Box plot of total soil carbon inventories (g C cm−2) for three sets of cores: outside of the chambers (no trees–ambient; eight cores), ambient chambers (trees–ambient; five cores), and elevated chambers (trees–elevated; six cores). The middle of the box is the median, the top of the box is the upper quartile, and the bottom of the box is the lower quartile. Lines are drawn to the smallest and largest observations (excluding outliers, which are more than 1.5 interquartile ranges from the top or bottom of the box). Pretreatment sample heterogeneity cannot explain the observed differences between the ambient and elevated chambers

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Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (13)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (14)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (15)

Figure 5. Clay content vs percent soil carbon. The clay content of elevated and ambient soils was similar (Table 2). The ambient soil had slightly more clay (36.7%) than the elevated soil (35.5%). The clay content data and soil carbon data are based on measurements of 44 samples (20 ambient and 24 elevated). There does not appear to be a strong relationship between clay content and soil carbon concentrations in the ambient chambers (R2 = 0.16; dotted line) or the elevated chambers (R2 = 0.16; solid line)

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Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (16)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (17)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (18)

Figure 6. Soil bulk density vs percent soil carbon. The elevated soil had a slightly lower bulk density (0.97 g soil cm−3) than the ambient soil (1.04 g soil cm−3), as summarized in Table 2. The bulk density and percent soil carbon data for this figure is based on measurements of 44 samples (20 ambient and 24 elevated). There does not appear to be a relationship between bulk density and soil carbon concentrations in the ambient chambers (R2 = 0.01; dotted log curve). However, there is a stronger relationship between bulk density and soil carbon concentrations in the elevated chambers (R2 = 0.59; solid log curve). This relationship is due to increased soil carbon input in the elevated chambers

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Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (19)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (20)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (21)

Figure 7. Histogram of measured elevated and ambient percent carbon. Elevated concentrations have begun to shift away from ambient concentrations and are migrating toward higher carbon concentrations (toward the right in the histogram above). These carbon values are based on measurements of 44 samples (20 ambient and 24 elevated)

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Table 1. Carbon inventories (g C cm−2) for ambient and elevated chambers.

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (22)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (23)

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (24)

Table 2. Clay content, bulk density, and carbon inventory summary statistics. The carbon inventory values represent averages of the values from Table 1. The values are from 0 to 30 cm

Soil C Accumulation in a White Oak CO2-Enrichment Experiment via Enhanced Root Production (25)

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