To date, most Miscanthus trials and commercial fields have been planted on arable land. Energy crops will need to be grown more on lower grade lands unsuitable for arable crops. Grasslands represent a major land resource for energy crops. In grasslands, where soil organic carbon (SOC) levels can be high, there have been concerns that the carbon mitigation benefits of bioenergy from Miscanthus could be offset by losses in SOC associated with land use change. At a site in Wales (UK), we quantified the relatively short-term impacts (6 years) of four novel Miscanthus hybrids and Miscanthus × giganteus on SOC in improved grassland. After 6 years, using stable carbon isotope ratios (13C/12C), the amount of Miscanthus derived C (C4) in total SOC was considerable (ca. 12%) and positively correlated to belowground biomass of different hybrids. Nevertheless, significant changes in SOC stocks (0–30 cm) were not detected as C4 Miscanthus carbon replaced the initial C3 grassland carbon; however, initial SOC decreased more in the presence of higher belowground biomass. We ascribed this apparently contradictory result to the rhizosphere priming effect triggered by easily available C sources. Observed changes in SOC partitioning were modelled using the RothC soil carbon turnover model and projected for 20 years showing that there is no significant change in SOC throughout the anticipated life of a Miscanthus crop. We interpret our observations to mean that the new labile C from Miscanthus has replaced the labile C from the grassland and, therefore, planting Miscanthus causes an insignificant change in soil organic carbon. The overall C mitigation benefit is therefore not decreased by depletion of soil C and is due to substitution of fossil fuel by the aboveground biomass, in this instance 73–108 Mg C ha−1 for the lowest and highest yielding hybrids, respectively, after 6 years.
The European renewable energy directive 2009/28/EC (E.C., 2009) provides a legislative framework for reducing GHG emissions by 20%, while achieving a 20% share of energy from renewable sources by 2020. Energy crops, particularly perennial grasses, can contribute to both targets by replacing fossil fuel energy sources, as well as increasing soil organic carbon (SOC) sequestration, i.e. the long-term storage of carbon in soil. It has been estimated that in the next 50–100 years, a more sustainable land use could allow to mitigate 5–14% of global carbon emissions by SOC sequestration. (Smith et al., 2000, 2007; All, 2003; Faustian et al., 2004). Clifton-Brown et al. (2004) estimated, with a simple model, that about 12 Mt C y−1 could be sequestered in EU-15 by growing Miscanthus on 10% of agricultural land, while Smith et al. (2008) indicated that SOC may account for up to 89% of the global potential mitigation for agriculture. Land conversion involving energy crops from surplus cropland resulted in 63% of the potential SOC sequestration in Europe (Smith et al., 2000). It should be recognized; however, that SOC sequestration may increase only until an environmental equilibrium is reached or could even show a transient decrease followed by a complete recovery (West & Six, 2007). Converting grassland to Miscanthus, for example, was predicted to cause an initial SOC loss followed by a considerable carbon accumulation rate (Anderson-Teixeira et al., 2009; Donnelly et al., 2011). In a recent review on switchgrass, another dedicated perennial energy crop, Monti et al. (2012) reported that converting cropland to switchgrass generally increases soil C stocks at a rate of 1–1.2 Mg ha−1 y−1. Moreover, SOC levels will change with soil tillage, climate, soil type and agricultural management (All, 2003). In an extended review, Smith et al. (2008) reported that −0.25–1.30 Mg C ha−1 y−1 could be mitigated by adopting sustainable cropping practices, and 1.07–1.46 Mg C ha−1 y−1 by converting cropland to native vegetation.
To avoid conflict with food production, energy crops need to be planted on lower grade land unsuitable for arable crops such as wheat (Fargione et al., 2008). Land abandonment may lead to negative effects on biodiversity, causing wild fires and decreased soil fertility (Peco et al., 2012); keeping energy crops out of arable lands may reduce or avoid indirect land use change issues (Lemus & All, 2005; Field et al., 2007; Fargione et al., 2008; Frische et al., 2010). It was estimated that in England and Wales, there are 870 000 hectares of marginal and ‘idle’ lands which could be used for bioenergy crop production, excluding areas of high biodiversity value (Haughton et al., 2009; Turley et al., 2010). However, if the development of energy crops is not properly regulated with regard to land allocation and use of the most suitable crop species, then the environmental and social benefits of biofuels may be substantially diminished. This could include possible conflicts between food and energy production and the consequent social and ethical issues that may arise (Field et al., 2007; Rathmann et al., 2010; Haberl et al., 2011b).
Inappropriate choice of land types and crop types may even increase GHG emissions from soils such that the environmental benefits of growing bioenergy crops are negated (Fargione et al., 2008; Hillier et al., 2009; Frische et al., 2010; Powlson et al., 2011). Therefore, extending knowledge and understanding through quantification of soil carbon stock change under energy crops on different soil types such as poor quality arable or grasslands is crucial for the successful development of these crops and is of strategic value to policy makers.
Belowground biomass is the primary vehicle for soil carbon storage (Kuzyakov, 2002; Nguyen, 2003; Kell, 2011); therefore, perennial grasses are expected to increase soil carbon, mineralization processes being slower under minimal soil tillage and deeper root system (All & Kimble, 1997; Ma et al., 2000; Monti & Zatta, 2009). Nevertheless, it is still questionable whether high root biomass corresponds to a proportionally high SOC accumulation. Some studies found that a large root biomass can trigger faster metabolic processes by soil microorganisms thus accelerating soil organic matter decomposition and C turnover, namely the ‘priming effect’ (Kuzyakov, 2002). Ultimately, a precise relationship between root biomass and SOC is not easy to establish as soil organic matter decomposition depends on several interacting factors including weather conditions, soil characteristics, soil moisture content, oxygen concentration, microbial population and anthropologic factors such as soil tillage. For these reasons both losses and gains in SOC were observed in perennial energy grasses, such as switchgrass (Frank et al., 2004; Monti et al., 2012) and Miscanthus (Hansen et al., 2004; Clifton-Brown et al., 2007). Soil carbon sequestration under pasture management and in converting land use from pasture to forest was investigated in a number of studies (Gifford et al., 1992; Conant et al., 2001; Guo & Gifford, 2002; Paul et al., 2002; Cowie et al., 2006). SOC changes in converting arable land to Miscanthus energy crop tend to increase SOC to level similar to perennial grassland (Kahle et al., 1999; Hansen et al., 2004; Dondini et al., 2009a,b; Zimmermann et al., 2011; Felten & Emmerling, 2012), whilst changes from pasture to a Miscanthus energy crop has a small but ambiguous effect on SOC (Foereid et al., 2004; Hansen et al., 2004; Schneckenberger & Kuzyakov, 2007; Blagodatskaya et al., 2011; Zimmermann et al., 2011). Based upon documented measurements of SOC changes, Hastings et al. (2009) developed a simple model based upon the initial soil carbon before land conversion to Miscanthus and its annual harvested yield. Zenone et al. (2011) demonstrated using eddy covariance flux measurements that the process of converting grassland to soya crops, using herbicide to kill perennial grass and first tillage resulted in an extra respiration emission of between 1 and 4 Mg C ha−1 in the year of conversion.
Miscanthus is one of the most promising candidate crops for energy-biomass across Europe (Lewandowski et al., 2003; Tuck et al., 2006; Stampfl et al., 2007; Hastings et al., 2009; Zegada-Lizarazu et al., 2010). In the present study, we undertake to understand the fate of Miscanthus carbon input into former C3 grassland soil. We compared SOC stocks before and after a 6-year cultivation of Miscanthus genotypes planted on former grassland. To understand root biomass to SOC relationships belowground biomass was quantified orthogonally: vertically, at two different soil depths, and horizontally at three different positions from the centre of the plant. By analysing the ratio of stable carbon isotopes (O'Leary, 1988; Farquhar et al., 1989) we estimated to what extent the priming effects counteracted the higher root biomass and finally we estimate the fate of soil carbon over the life cycle of a Miscanthus crop.
Materials and methods
Experimental field site and trial set up
The field experiment was conducted near Aberystwyth in Wales, UK (52°26′N, 4°01′W, 34 m elevation). The soil is classified as a dystric cambisol and a dystric gleysol depending on spatial variation in drainage (FAO, 1988) with a stone fraction (particles >2 mm) of approx. 15% (0–30 cm soil layer). Soil texture was 18% clay, 24% silt and 58% sand. Wilt point and field water capacity were estimated to be 150 and 350 mm, respectively, using pedo-transfer functions (Campbell, 1985). This field has been part of the experimental station at Aberystwyth and has been used for trials for more than 30 years. It has been resown regularly (~5 years) with new grassland mixtures and used for silage and grazing tests. It has occasionally been used for arable plots of oats when flatter better land has been in short supply. Mature established perennial ryegrass was killed with Glyphosate (3 l ha−1) in September 2004 and inversion tilled and resown in October 2004 with a ryegrass cover crop. This was subsequently sprayed with Atrazine (3 l ha−1) on the 5th April 2005, 1 month before the timezero cores were taken (5 May 2005). The fragile biomass fragments were considered to be part of the soil and could not be separately quantified. The soil carbon stocks we determined at time zero are consistent with those expected of grasslands in this climate (Raich & Schlesinger, 1992; Parton et al., 1995; Smith et al., 2005). Four blocks of five 25 m2 (6.67 m × 3.75 m) plots were marked out with 3 m paths between the blocks. Plots were separated by an equivalent of one planting row.
A tank mix of Atrazine (3 l ha−1) was applied on 5 April 2005 to destroy the grass sward (Lolium perenne) in the plot areas. Before planting soil cores were extracted on the 9th May 2005 (more below). On 24th May 2005, four novel Miscanthus genotypes (Hy1-4, J. Clifton-Brown, unpublished results) which had been cloned by in vitro tillering were planted as bare root transplants of approximately 2 g fresh weight, in a similar manner to trees using a narrow spade. The control genotype, Miscanthus × giganteus Greef et Deu (Greef & Deuter, 1993; Hodkinson & Renvoize, 2001) was planted similarly a few days later from fragments of clean overwintering rhizomes. Plants were planted directly (without soil cultivation) at a density of two plants m−2. The carbon input from the propagules at planting was negligible (<20 g DM m−2). No fertilizer was applied over the 6 years, because soil analysis of the top 20 cm in November 2004 showed stocks were 6.7 Mg N (total) ha−1, 34 kg P ha−1 and 120 kg K ha−1, sufficient to cover the requirement of the crop (Cadoux et al., 2012).
Determining stock changes in soil organic carbon
Soil cores were taken to determine bulk density and soil organic carbon (SOC) on the 6th May 2005, before the Miscanthus were planted (T0), and again after 6 years on the 5th May 2011 (T6).
At T0 two plots in each of the randomized blocks were randomly selected for coring. In each plot, five cores were taken in predetermined gridded positions with a 7.62 cm diameter corer with straight internal walls. To avoid compressing the sample (resulting in erroneous bulk densities) the corer was inserted and pulled back out every 5 cm down to a depth of 30 cm. Short 5 cm core samples were collated into one bag to make up 0–15 cm and 15–30 cm layers.
The Miscanthus hybrids tested here form tussocks making it more challenging at T6 to take representative cores which can be scaled up to Mg SOC per hectare. To address this we developed a more sophisticated sampling strategy that involved taking multiple cores at different positions with each plot. The coring positions were inter-row (Ci), edge of the plant (Ce) and centre of the plant (Cc) (Fig. 1). The tussock mass at Cc and Ce is made up of lignified rhizomes and stem bases which are too tough for hand coring. Based on field measurements, Cc, Ce and Ci accounted for 8.1%, 24.5% and 67.4% of the total field area respectively. The soil column cylinder auger (Eijkelkamp, Giesbeek, The Netherlands) has been developed to take undisturbed soil samples. This corer has a cutting ring with a diameter of 8.5 cm and a depth of ~2 cm. After the ring, the internal diameter of the corer is slightly wider allowing the core to be supported, with minimal core sample compression. This allowed entire cores to be extracted from one insertion.
Ideally, soil bulk density would be constant for comparing C mass over time (Ellert et al., 2001; Kimble et al., 2001); however, it may change considerably with soil moisture, depth and physical properties (Harte, 1984; Ellert et al., 2001). Moreover, due to soil tillage, soil mass may decrease from grassland to arable lands (Ellert & Bettany, 1995). By comparing soil height within the plant (Cc and Ce) and outside of the plant (Ci) it was estimated that rhizome growth displaced soil by 1–2 cm. To offset rhizome growth and resulting soil displacement, we sampled 1 and 2 cm deeper cores at Ce and Cc respectively. At Ci, the cores were taken without adding centimetres assuming that bulk density did not change appreciably as no tillage was made during the 6 year study (Powlson et al., 2011). Cumulative mass coordinates is preferred to obtain a consistent comparison (Gifford & Roderick, 2003), although other authors have used spatial coordinates (Zan et al., 2001).
In both T0 and T6, all samples were air dried until constant weight. In 2011, soil and belowground biomass were separated by hand. The air-dried soil was then passed through a 2-mm sieve to remove stones and any remaining and recoverable fine roots, the latter were added to belowground biomass. Belowground biomass was oven dried at 40 °C to constant weight.
The Miscanthus contribution to soil carbon sequestration (F) was calculated using the following equation (Balesdent et al., 1987):
where δ0 and δn are soil organic C isotope abundance before planting of Miscanthus and after 6 years cultivation respectively; δr is the carbon isotope abundance of cryo-milled Miscanthus roots and rhizomes (three repetitions per hybrid). Soil carbon concentration (%) and stable carbon isotope ratio (13C/12C) was determined by an isotope ratio mass spectrometer (ANCA SL 20-20, Europa Scientific, Crewe, UK) in 250/300 mg soil samples, while the inorganic soil C content was determined by acidification of 3 g soil samples in 30 ml of HCl (1 mol l−1) (Van Kessel et al., 2000). Soil organic content (SOC) was calculated from the difference of total and inorganic soil carbon. The bulk density was calculated on the sieved dried soil (Ellert et al., 2001). Carbon mass (Mc, Mg ha−1) per unit volume was then calculated by multiplying soil bulk density (BD, Mg m−3), horizon thickness (T, m) and C concentration (Ccont, kg Mg−1) as given by (Ellert et al., 2001):
Mc = BD * Ccont * D * 10 000 m2 ha−1
The RothC model (Coleman & Jenkinson, 1999) was used to investigate dynamics of the soil carbon and predict the change in soil carbon changes over the life of a M. × giganteus plantation. Measurements of the Miscanthus yields were made annually in late February from 2006 to 2011. Aboveground biomass production in each replicate plot was measured by harvesting 15 m2 in each plot using standard systems to determine moisture content on a subsample, which was then applied to calculate the dry matter (DM) at harvest per ha (Clifton-Brown et al., 2001). The organic carbon input from the litter to the soil was calculated from the peak yield using the relationship proposed by Clifton-Brown et al. (2007), which is ripening loss for surface input of stem and leaves plus 10% peak yield for root turnover. The ratio of Carbon to DM was 0.59 (Table 1).
Table 1. Miscanthus × giganteus dry matter harvest yield and estimated annual carbon input into the soil
Yield (Mg ha−1)
Carbon (Mg ha−1)
The previous land use was improved grassland for decades, RothC (Coleman & Jenkinson, 1999) was run to match the equilibrium using the mean meteorological conditions at the Aberystwyth site (Table 2) and assuming an annual input of 5.45 Mg C y−1 and a recalcitrant plant matter/decomposable plant matter (RPM/DPM) ratio of 1.44 (Coleman & Jenkinson, 1999). For the year of conversion a C input of 1.5 Mg C y−1 was included to account for the application of herbicide and the addition of the dead perennial grass roots and surface biomass which was included in the initial SOC sample. The model was then run for the period of the Miscanthus experiment using C input based on the annual yield and projected to the future with a constant yield of 16 Mg C y−1 using the mean meteorological parameters.
Table 2. Mean climatic conditions (2005–2011) taken from Plas Gogerddan weather station near experimental field
Mean temp ˚C
The modelling was repeated for each hybrid using the measured difference between the peak summer yield and the winter harvest (ripening loss) to vary the input C for each hybrid. The ripening loss was compared to the measured SOC at 6 years.
The contribution of harvested biomass to CO2 mitigation (Cs) compared with coal was calculated using the following equation:
Cs = LHVm* DM *0.033 kg C ha−1
where LHVm is calorific value of Miscanthus (17.6 MJ kg−1) (Collura et al., 2006), DM is miscanthus dry matter (kg ha−1) and 0.033 kg C MJ is the energy intensity of coal (Hastings et al., 2009).
All data were subjected to the analysis of variance (anova). When anova revealed significant differences (P ≤ 0.05), the Tukey's LSD test was used to separate means (CoStat v6.204, Monteray, USA). In text, means are presented with ± standard deviation unless otherwise specified.
The term belowground biomass as used here refers to all roots and rhizomes. As expected, in the 0–15 cm layer, due to a higher rhizome component at Cc and to a lesser extent at Ce, the belowground biomass per volume of soil, or belowground biomass density, were clearly different at Cc, Ce and Ci (Fig. 2a). Hybrids did not generally differ in belowground biomass density; the only exception was at Cc between Hy1 and Hy4 (Fig. 2a). Miscanthus genotype showed some significant differences even in the deeper layer, however, these differences were not as large as in the upper one (Fig. 2b).
Therefore, given the belowground biomass densities, we calculated the belowground biomass (Fig. 2c and d). In the upper layer, belowground biomass still showed the highest values in Cc, while unlike density, Ce and Ci showed a similar biomass values (Fig. 2c). By contrast, at the deeper layer, the belowground biomass exhibited a reverse trend to biomass density, thus resulting in a quite similar biomass among Cc, Ce and Ci over the 0–30 cm soil layer (Fig. 2d).
Estimating the soil organic carbon content
The development of roots and rhizomes, especially in young plants, can be expected to significantly reduce soil bulk density (BD); therefore, to collect an equivalent soil mass after 6 years we sampled 1- and 2-cm longer soil cores in correspondence of Ce and Cc respectively. The results showed that BD significantly decreased after 6 years (Fig. 3 inset). However, it was only significant at locations Cc and Ce (Fig. 3). Based on the assumption that average biomass density would not appreciably change between two soil profiles of 17–18 cm (i.e. 15–32 and 15–33 cm soil layers) we recalculated the equivalent soil mass considering a soil core of 18 cm. As this equivalent soil mass was not different from T0 we added the amount of belowground biomass equivalent to that contained in 1 cm of soil according to the real average belowground biomass (that measured between 15 and 32 cm of depth) (Fig. 3).
Although soil C depletion caused by land use change from grassland to Miscanthus was evident in all hybrids with a range between −5 (Hy1) and −10 (Hy2) Mg C ha−1 (Fig. 4), that decrease was not statistically significant when compared to T0. Therefore, based on field measurements in which Cc, Ce and Ci accounted for 8.1%, 24.5% and 67.4% of total area, we could not detect an overall reduction in SOC after 6 years (Table 3). Significant SOC decreases were only found at Ce and Cc for Hy2 (Fig. 4).
Table 3. Analysis of variance: effects of depth and hybrid, between T0 and T6, on measured soil parameters (* and **, statistically significant differences for P ≤ 0.05 and P ≤ 0.01 respectively)
Soil core position
BD, bulk density; SOC, soil carbon content; Cmis, Miscanthus derived C; CV (%), coefficient of variation. Depth x hybrid interaction was never significant.
Centre of the plant (Cc)
Edge of the plant (Ce)
By the use of carbon isotope technique we could determine the Miscanthus-derived C, i.e. the contribution of Miscanthus to total SOC after 6 years. All the hybrids contributed a similar amount of C, which decreased from Cc to Ci, averaging 14% and 9.9% in the upper and deeper layers respectively (Fig. 5). Miscanthus-derived C positively correlated with belowground biomass (Fig. 6); however, the statistically insignificant change of total SOC (Fig. 4) might lead one to expect a triggering effect on soil respiration rates and C turnover by higher root and rhizome deposition or by exudates and organic substances produced by living roots, namely the rhizosphere priming effects (Fig. 6). In Figure 7, the absolute amount of SOC in the Cc upper layer of soil after 6 years correlates negatively with the below ground biomass providing some evidence for this priming effect as the C3 C is apparently replaced by the C4-C faster, but this is not reflected in the overall SOC values.
The RothC modelling results show the initial equilibrium for soil carbon on the perennial C3 grassland was approximately 77 Mg C ha−1. This is increased before planting the Miscanthus to 78.8 Mg C ha−1 due to the input of herbicide killed C3 grass biomass. The original C3 origin C decays by 14.7 Mg ha−1 between planting to sampling in 2011, whilst the C4 input adds 7.5 Mg C ha−1. The model results agree with the observations within the SE. Projections to 2025 show that the SOC remains constant with the C4 origin carbon replacing the C3 carbon, giving a similar overall level of SOC (Fig. 8). The final SOC for each of the hybrids correlates positively with mean difference between peak summer and harvest yield (ripening loss) with a R2 = 0.663 (n = 5), indicating that this is the dominant explanatory variable but that there is probably a small non-quantified variability in C input lability between the hybrids (Fig. 8 insert).
SOC quantification by coring
For practical reasons soil sampling in row crops is often simplified by only sampling between the rows (Zan et al., 2001; Frank et al., 2004; Monti & Zatta, 2009). To obtain the ‘overarching’ SOC estimates reported in this paper we developed a novel sampling strategy to overcome the technical challenges of representative sampling in a tussock forming plant such as Miscanthus.
Our three core method (Fig. 1) with proportional representation of plant centre, plant edge and inter-row allows defensible up-scaling to units such as Mg of SOC and below ground biomass per hectare. We developed this method to avoid significant damage to the plots caused by digging out entire quadrates (Clifton-Brown et al., 2007). We intend to make further similar samplings at T12 and possibly T18 so that we can understand carbon dynamics over the likely useful lifespan of the crop (currently estimated to be up to 20 years).
Evidence for microbial ‘priming’ effects
A positive correlation between belowground biomass and SOC might be expected (Ma et al., 2000; Lemus & Lal, 2005; Field et al., 2007; Monti & Zatta, 2009). The Miscanthus hybrids in our experiment accumulated significantly different quantities of belowground biomass, but this was not reflected in the total SOC after 6 years. Curiously the genotype with the highest belowground biomass (Hy2), led to the highest SOC reduction from the values measured at the start of the trial (Fig. 4). The absence of a significant correlation between increase in SOC and belowground biomass might be explained by a triggering effect of belowground biomass on soil metabolism, namely the ‘rhizosphere priming effect’. This attempts to explain the faster decomposition of SOC by micro-organisms in response to a higher fresh organic matter supply (Kuzyakov, 2002, 2006). This hypothesis seems to be corroborated by a significant correlation between belowground biomass and Miscanthus-derived C in Cc upper layer (Fig. 5), suggesting that a priming effect occurred in the direct vicinity of living roots (Kuzyakov, 2002). SOC depletion observed in Fig. 4 could be explained by increased priming effect due to high organic matter (Mary et al., 1993; Asmar et al., 1994) causing increased mineralization which has been reported to reach up to 400% (Kuzyakov, 2002). Therefore, soil respiration may correlate with biomass deposition rates, and where belowground biomass accumulated in greater amounts it was also degraded more rapidly. It is unclear why the extent of this priming effect varied with Miscanthus genotype; for example Hy4 produced higher root biomass than Hy2, 65.5 and 58.6 mg m−3, respectively, but the latter showed a higher contribution (+5%) to SOC. A possible explanation could be that priming effects were driven by variable amounts of more labile organic substances (e.g. polysaccharides, carbohydrates and celluloses) or recalcitrant (e.g. lignin, waxes and suberins) carbon pools deriving from belowground biomass (Nguyen, 2003; Jones & Donnelly, 2004; Fioretto et al., 2005; Kuzyakov & Larionova, 2005; Jastrow et al., 2007; Lal, 2008). In conclusion, possibly due to priming effects, belowground biomass seems, by itself, not sufficient for predicting SOC dynamics. Further studies are required to understand better the proportion of autrophic and heterotrophic soil respiration underlying our observations in SOC dynamics.
Soil carbon stocks and the saturation point
Another possible explanation of the unexpected association between SOC variation irrespective of genotype and belowground biomass could be the saturation of SOC level, implying that C stock was saturated with respect to C inputs (Freibauer et al., 2004; Stewart et al., 2007; Powlson et al., 2011). The potential for soil to sequester C is linked with regional climate, soil properties and land management (West & Six, 2007) and it is known that grasslands tend to have high SOC content (Guo & Gifford, 2002). This hypothesis seems, however, in contrast with the considerable variation of SOC found in Ci, Ce and Cc, that showed SOC values from 2.2% to 3.3% in the upper layers, and from 0.8% to 2.1% in the deeper layers thus suggesting that C stock in the soil was not saturated. We might expect, in subsequent samplings after longer time periods (e.g. 12, 18 years) that SOC levels would correlate with differences in carbon partitioning of the genotypes. For example, in Denmark soil organic matter remained relatively constant for the first 11 years following establishment with M. × giganteus on a grassland site (Foereid et al., 2004). However, a period of 20 years is needed to provide the real carbon sequestration by the soil (Houghton et al., 1997).
Model history match and predictions
The RothC model indicated that the Miscanthus plot behaviour is similar to perennial C3 grassland as the lability of the C4 C input was kept the same as the default used for temperate C3 grassland (RPM/DPM ratio of 1.44). Ultimately the SOC equilibrium will be a function of quality of C input each year and its decomposition rate. The predicted equilibrium for the M. × giganteus plot SOC seems to be similar to the original C3 perennial grassland. Modelling runs for each hybrid shows similar results with a strong correlation between the final SOC at 6 years and the measured ripening loss confirming this hypothesis. There appears to be a small difference in lability between the hybrids as the RPM/DPM ratio has to be modified slightly to get a perfect match. It should be noted that the management has an impact, because the killing of the C3 grass by a herbicide results in an input of 1.5 Mg C ha−1 momentarily increasing the SOC at the time of sampling. This is not compensated by the small C input from the Miscanthus plants during the establishment years resulting in the observed reduction in SOC. The subsequent mature plant input rate of C4-C is not quite enough to compensate for the C loss in the land use change. However actual predicted change is small and the run made with the higher yielding hybrid results in the same SOC after 20 years. From this we conclude that there is a very small to neutral C emission from the land use change from grassland to Miscanthus and it is dependent on the hybrid used.
Impacts of land use change from grassland to Miscanthus on SOC
There is evidence that conversion of some land uses to energy crops, particularly the annuals, may cause significant SOC losses (Lal, 2004; Fargione et al., 2008; Searchinger et al., 2008). The conversion of natural to agricultural ecosystems, for example, led to a SOC depletion of 60% in temperate regions, and up to 75% in tropical regions (Lal, 2004). A decrease of SOC was also found when energy crops were planted on forest lands (Murty et al., 2002), peatlands (Page et al., 2002; Inubushi et al., 2003), savanna (Fargione et al., 2008) or former grasslands (Follett, 2001; Tilman et al., 2006). However, St. Clair et al. (2008) included land use change and its associated soil carbon change in a life cycle analysis of energy crops and suggested a neutral effect of planting Miscanthus on grassland. In contrast, perennial grasses planted on arable lands considerably increased soil carbon reserves (Kort et al., 1998; Field et al., 2007; Lee et al., 2007; Fargione et al., 2008; Anderson-Teixeira et al., 2009; Hillier et al., 2009; Monti & Zatta, 2009). SOC increased up to 18% under a 3 year-old switchgrass stand (Zan et al., 2001), and up to 29% under a 16 year-old Miscanthus stand (Hansen et al., 2004) both planted on croplands. In the future, with increasing population and food production requirements the main land resource for energy crops will be lower grade agricultural land often not used for arable crops (Haberl et al., 2011a).
In Wales and England it is estimated that 870 000 hectares of marginal and ‘idle’ lands, excluding areas of high biodiversity value, are potentially available for bioenergy crop production (Turley et al., 2010). Data from the present 6 year study, will reassure policy makers that planting on these semi-permanent grasslands with a range of Miscanthus genotypes did not deplete SOC significantly over the 6 years. It is highly unlikely with increasing stand age that SOC levels will deplete relative to T0, and following the trends from arable land, it is likely there is some scope for SOC increases up to the soil type-environmental equilibrium (Jones & Donnelly, 2004; Powlson et al., 2011). There is undoubtedly some value of this small but significant carbon sequestration sink, which we hope to quantify in years to come.
The immediate carbon benefits of Miscanthus cultivation are the substitution of fossil carbon sources when the crop is used to produce energy. Miscanthus biomass is a solid fuel, and therefore it is reasonable to use it to substitute coal. Combining accurate yield records from annual harvests made in February (unpublished) and the calorific value of these Miscanthus genotypes [Hodgson, unpublished, but it is close to published values of 17.6 MJ kg−1 (Collura et al., 2006)] we can calculate the carbon substitution benefit. These figures show for the five genotypes over the 6 years that the ‘coal’ carbon substitution ranged from 70 (Hy3) to 103 (Hy1) Mg CO2 ha−1. Adding in the belowground C content (SOC and roots and rhizomes), the total C saved ranged from 73 (Hy3) to 109 (Hy2) Mg CO2 ha−1. We conclude the carbon benefit of growing Miscanthus as an energy crop on improved grasslands in the UK was largely from fossil fuel substitution. This study was over 6 years, growing Miscanthus for longer periods may slightly increase the role of soil carbon sequestration, but is unlikely to be significant in the overall carbon mitigation benefit when planted on improved grassland in the UK.
Work reported in this manuscript was funded by the Department for Environment Food and Rural Affairs grant NF0426, the Biotechnology and Biological Sciences Research Council (BBSRC) Institute Strategic Programme Grant on Energy Grasses & Biorefining (BB/J0042/1), the Engineering and Physical Sciences Research Council (EPSRC) Supergen – Bioenergy project (GR/S28204/01; EP/E039995/1). The work also contributed to the GHG-EU project. The authors wish to thank Debbie Allen for the soil analysis and Edward Hodgson for the provision of carbon values for the harvested biomass. Thank you to the staff of the Miscanthus breeding and modelling group that helped with the field work and subsequent sample handling: Richard Webster, Laurence Jones, Sue Youell, Maurice Hinton-Jones, Roy Jones, Marc Loosely and Chris Ashman.