| Literature DB >> 24614647 |
Irene Criscuoli1, Giorgio Alberti2, Silvia Baronti3, Filippo Favilli4, Cristina Martinez5, Costanza Calzolari6, Emanuela Pusceddu3, Cornelia Rumpel7, Roberto Viola8, Franco Miglietta5.
Abstract
The addition of pyrogenic class="Chemical">carbon (Entities:
Mesh:
Substances:
Year: 2014 PMID: 24614647 PMCID: PMC3948733 DOI: 10.1371/journal.pone.0091114
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Soil profile at the control site (Panel a) and the charcoal hearth (Panel b).
The letters indicate different pedologic horizons. In the charcoal hearth the dark anthropogenic layer (Acoal; 0–10 cm) can be easily identified.
Parameters, coefficients and variables used to distinguish and quantify the different carbon pools in charcoal soil layer (means ± standard error, n = 3).
| Parameter/coefficient/variable | Definition | Unit | Value | Source(s) |
| δ13CTOT | Isotopic signature of the bulk anthropogenic soil layer in hearths | ‰ | −24.72±0.14 | Measured with IRMS |
| δ 13CCHAR | Isotopic signature of charcoal fragments extracted from theanthropogenic soil layer in hearths | ‰ | −24.53±0.01 | Measured with IRMS |
| δ 13CSOM | Isotopic signature of soil organic matter of control soils | ‰ | −26.28±0.30 | Measured with IRMS |
| δ 13C-CO2HEARTHS | Isotopic signature of respired CO2 from incubated hearth soils | ‰ | −25.22±1.13 | Measured with CRDS andKeeling plot |
| δ 13C-CO2CONTROL | Isotopic signature of respired CO2 from incubated control soils | ‰ | −24.81±0.31 | Measured with CRDS andKeeling plot |
| CTOT | Carbon content of anthropogenic soil layer in hearths | kg C m−2 | 26.2±5.3 | Measured and calculated |
| CCHAR | Pyrogenic carbon content of anthropogenic soil layer in hearths | kg C m−2 | 23.3±4.7 | Calculated with mass balance |
| CSOM | Soil organic matter content of anthropogenic soil layer in hearths | kg C m−2 | 2.9±0.6 | Calculated with mass balance |
Total carbon and nutrient stocks in the control soils and charcoal hearths and the estimated amount added by carbonization calculated according to Eq. [2].
| Element | control soils | charcoal hearths | p-value | Input by carbonization |
| C (kg m−2) | 8.1±0.3 | 26.2±5.3 | 0.03 | 29±5 |
| P (g m−2) | 45.8±3.1 | 95±7 | 0.003 | 117±21 |
| K (g m−2) | 231±34 | 285±70 | 0.53 | 112±20 |
| Ca (g m−2) | 136±23 | 368±80 | 0.10 | 229±41 |
| Mg (g m−2) | 127±88 | 62±5 | 0.51 | 59±10 |
| N (g m−2) | 582±84 | 500±29 | 0.42 | 80±15 |
Mean ± standard error (n = 3). Results of the comparison between control and charcoal hearth (p-value) are also reported.
Total and available nutrient concentrations (mg kg−1 dry matter ± standard error; n = 3) measured in control soils, charcoal hearths, old and new charcoal fragments and larch wood.
| Control soils | Charcoal hearths | Old charcoal fragments | Fresh charcoal fragments | Larch wood | |||
| Element | Total concentration | Available | Total concentration | Available | Total concentration | Total concentration | Total concentration |
| Ca2+ | 993±135 | 278±35 | 3300±185 | 1006±158 | 3438±275 | 5920±70 | 5334±53 |
| K+ | 1603±116 | 147±30 | 2463±69 | 279±120 | 885±66 | 2899±39 | 1415±77 |
| Mg2+ | 2739±73 | 80±12 | 2378±384 | 245±4 | 1215±76 | 1533±32 | 1158±12 |
| Na+ | 297±50 | 34±1 | 86±8 | 33±26 | 216±1 | 207±4 | 190±4 |
| P | 321±7 | 7±2 | 921±206 | 12±4 | 346±81 | 3005±53 | 2716±46 |
| N-NO3 − | 1.96±0.74 | – | 2.34±0.89 | – | – | – | – |
| N-NH4 + | 3.93±1.00 | – | 3.73±1.80 | – | – | – | – |
Figure 2Correlation between average annual atmospheric deposition of P, K+, Ca2+, Mg2+, Na2+ (mg l−1 y−1) and the difference between the input of the same elements due to charcoal application in 1858 and the amount found today in hearth’s soils (Δelement, kg hearths−1) (y = 2.50×–14.31, R2 = 0.82, p = 0.035).
Dashed lines represent 95% confidence interval.
Figure 3Keeling plots measured by CRDS showing the δ13C of respired CO2 fluxes versus the reciprocal of CO2 concentration for control and charcoal hearth incubated soils (δ13CCONTROL = 7353*[CO2]−1−24.8, R2 = 0.99; δ13CCHARCOAL HEARTH = 7467*[CO2]−1−25.2, R2 = 0.99).
Horizontal and vertical bars indicate standard deviations (n = 3).
Figure 4SEM micrographs showing the inner morphology of charcoal fragments and the absence of any microbes or plant debris.
a) is a radial section b) a longitudinal section.
Description of larch forests considered as analogues of the larch forest harvested for charcoal production in Val di Pejo (mean ± standard error).
| Forest site | Coordinates | Elevation (m a.s.l.) | Forest age | Number of plots | Wood stock (W, t ha−1) |
| Val di Pejo | 46°20′16.18″ N, 10°36′07.02″ E | 2152 | 150 | 51 | 288±41 |
| Val di Rabbi | 46°26′39.45″ N, 10°45′59.56″ E | 1864 | 500 | 20 | 213±27 |
| Val Comasine | 46°20′02.00″ N, 10°39′58.78″ E | 2119 | 650 | 40 | 258±25 |
Data were determined using LiDAR measurements [37].
Figure 5Carbon content of charcoal produced from larch wood at different temperatures.
Wood samples were collected in close proximity to the hearths. Charcoal was produced in a muffle furnace at 400°, 500° 600° and 860°C. Dashed lines represent 95% confidence interval. (Y = 26.9+0.15 X-9.2 10−5 X2; r2 = 0.94; p<0.0001).
Parameters, coefficients and variables used to estimate charcoal stability in soil (mean ± standard error; n = 3).
| Parameter/coefficient/variable | Definition | Unit | Value | Source(s) |
| q | Carbonization efficiency | – | 0.20 |
|
| w | Fraction of charcoal left on the ground at theend of carbonization | – | 0.02±0.017 | Measured with LOI |
| r0 | Carbon content of larch wood charcoal produced at 450°C | g g−1 | 0.76±0.040 | Measured with CHN and extrapolation |
| r155 | Carbon content of charcoal fragmentsfound in the hearth’s soil | g g−1 | 0.60±0.032 | Measured with CHN |
| Ws | Larch wood stock of the forest in Val di Pejo | t ha−1 | 288±41 | Measured (LiDAR) and calculated to convertfrom m3 ha−1 to t ha−1 |
| h | Forest area for wood collection for charcoalproduction per hearth | ha hearth−1 | 3.7 | Measured on ortophotos |
| s | Surface area of charcoal hearths | m2 | 94 | Measured |
| CIN | Pyrogenic carbon left on the ground at the time ofthe carbonization | Kg C m−2 | 29.3±5.1 | Calculated using Eq. |
| – | Fraction of pyrogenic carbon lost since the time ofthe carbonization calculated with Eq. | – | 0.20±0.28 | Calculated |
| – | Fraction of pyrogenic carbon lost since the time of thecarbonization calculated with | – | 0.21±0.04 | Calculated |
| kCHAR | Annual pyrogenic carbon decay rate in hearths | years−1 | 0.0015±0.0003 | Calculated |
| MRT | Mean residence time of charcoal in the soil | years | 650±139 | Calculated |
Uncertainty and sensitivity analysis results for the setimation of equation 3 parameters.
| Variable | Variable uncertainty(standard error) | Relative contribution to the overalluncertainty in ΔCCHAR in Eq.3 |
| Ws | 41 | 16% |
| w | 0.002 | 11% |
| r0 | 0.004 | 1% |
| Soil organic C content | 0.03 | 18% |
| Soil bulk density | 71 | 14% |
| Anthropogenic soil layer depth | 0.04 | 26% |
| δ13CTOT | 0.14 | 11% |
| δ 13CCHAR | 0.31 | 3% |
| δ 13CSOM | 0.01 | 1% |