Abstract
Soil is a major carbon pool ruling the global C cycle and in climate change because soil carbon is a source and a sink of atmospheric CO2. Soil organic carbon also controls many beneficial properties such as fertility, aggregate stability and degradation of groundwater pollutants. Therefore mapping soil carbon at landscape scale is needed to define appropriate management that will favour higher soil quality. Actual soil carbon maps of France have a too coarse resolution, i.e. 8 and 12 km, to define efficient land management practices. Therefore, here, we model soil organic carbon in France at a resolution of 250 m. We study the impact of land use, soil type, climate and agro-management on soil organic carbon. We found that the total soil carbon stock in France is about 3.7 ± 1.3 Pg. Results also show that the precipitation pattern dominates the overall spatial distribution of soil carbon. Land use is the most important factor controlling organic carbon changes at landscape scale. Our high resolution national map of soil organic C will be useful to define land management practices that will improve soil quality.
Similar content being viewed by others
Abbreviations
- ADEME:
-
French Environment and Energy Management Agency
- AGRESTE:
-
French Ministry of Agriculture Food and Fishery
- AIC:
-
Akaike information criterion
- AICc:
-
Corrected Akaike information criterion
- BIC:
-
Bayesian information criterion
- CEC:
-
Commission of the European Communities
- dg:
-
geometric mean particle size
- EEA:
-
European Environment Agency
- FAO:
-
Food and Agriculture Organization of the United Nations
- FYM:
-
Farm yard manure
- GEFSOC:
-
Global Environment Facility Soil Organic Carbon
- GIS:
-
Geographical Information System
- Gt C:
-
Giga ton carbon
- INRA:
-
French National Institute for Agricultural Research
- Pg C:
-
Peta gram carbon
- RMSE:
-
Root mean square error
- RMQS:
-
French National Soil Survey (Réseau de Mesures de la Qualité des Sols)
- RothC model:
-
Rothamsted carbon model
- RPD:
-
Ratio of performance to deviation
- R 2adj :
-
Adjusted coefficient of determination
- SMU:
-
Soil mapping units
- SOC:
-
Soil organic carbon
- STU:
-
Soil topological units
References
ADEME (French Environment and Energy Management Agency) (2007) Bilan des flux de contaminants entrant sur les sols agricoles de France métropolitaine—final report: Bilan qualitatif de la contamination par les éléments tracés métalliques et les composés tracés organiques et application quantitative pour les éléments tracés métalliques
AGRESTE (Ministère de l’Alimentation, de l’Agriculture et de la Pêche) (2009) Chiffres et Données—Série Agriculture, 208, L’utilisation du territoire en 2008—Teruti-Lucas
Akaike H (1974) New look at statistical-model identification. IEEE Trans Autom Control AC 19:716–723. doi:10.1109/TAC.1974.1100705
Arrouays D, Deslais W, Badeau V (2001) The carbon content of topsoil and its geographical distribution in France. Soil Use Manag 17:7–11. doi:10.1111/j.1475-2743.2001.tb00002.x
Arrouays D, Jolivet C, Boulonne L, Bodineau G, Saby N, Grolleau E (2002) A new initiative in France: a multi-institutional soil quality monitoring network. Comptes rendus de l’Academie d’Agriculture de France 88:93–105
Batjes NH (2002) Carbon and nitrogen stocks in the soils of Central and Eastern Europe. Soil Use Manag 18:324–329. doi:10.1079/SUM2002138
Batlle-Aguilar J, Brovelli A, Porporato A, Barry DA (2011) Modelling soil carbon and nitrogen cycles during land use change. A review. Agron Sustain Dev 31:251–274. doi:10.1051/agro/2010007
Bohn HL (1976) Estimates of organic carbon in world soils. Soil Sci Soc Am J 40:468–470
Bolin B (1970) Carbon Cycle. Sci Am 223:124–132
CEC (1985) Soil Map of the European Communities at 1:1.000.000. CEC DG VI, Brussels-Luxembourg
Chaney K, Swift RS (1984) The influence of organic-matter on aggregate stability in some British soils. J Soil Sci 35:223–230. doi:10.1111/j.1365-2389.1984.tb00278.x
Chenu C, Le Bissonnais Y, Arrouays D (2000) Organic matter influence on clay wettability and soil aggregate stability. Soil Sci Soc Am J 64:1479–1486
De Ridder F, Pintelon R, Schoukens J, Gillikin DP (2005) Modified AIC and MDL model selection criteria for short data records. IEEE Trans Instrum Meas 54:144–150. doi:10.1109/TIM.2004.838132
EEA (2007) CLC2006 technical guidelines, Technical report No. 17/2007. European Environment Agency, Copenhagen
Hastie T, Tibshirani R, Friedman J (2001) The elements of statistical learning, data mining, inference, and prediction, Springer Series in statistics, 2nd edn. Springer, New York
Jones RJA, Hiederer R, Rusco E, Montanarella L (2005) Estimating organic carbon in the soils of Europe for policy support. Eur J Soil Sci 56:655–671. doi:10.1111/j.1365-2389.2005.00728.x
Kern JS (1994) Spatial patterns of soil organic carbon in the contiguous United States. Soil Sci Soc Am J 58:439–455
King D, Burill A, Daroussin J, Le Bas C, Tavernier R, Van Ranst E (1995) The EU soil geographical database. In: King D, Jones RJA, Thomasson AJ (eds) European Land Information Systems for Agro-environmental Monitoring, EUR 16232 EN. Office for Official Publications of the European Communities, Luxembourg
Lashermes G, Nicolardot B, Parnaudeau V, Thuries L, Chaussod R, Guillotin ML, Lineres M, Mary B, Metzger L, Morvan T, Tricaud A, Villette C, Houot S (2009) Indicator of potential residual carbon in soils after exogenous organic matter application. Eur J Soil Sci 60:297–310. doi:10.1111/j.1365-2389.2008.01110.x
Ludwig B, Geisseler D, Michel K, Joergensen RG, Schulz E, Merbach I, Raupp J, Rauber R, Hu K, Niu L, Liu X (2011) Effects of fertilization and soil management on crop yields and carbon stabilization in soils. A review. Agron Sustain Dev 31:361–372. doi:10.1051/agro/2010030
Manrique LA, Jones CA (1991) Bulk density of soils in relation to soil physical and chemical properties. Soil Sci Soc Am J 55:476–481
Martin MP, Wattenbach M, Smith P, Meersmans J, Jolivet C, Boulonne L, Arrouays D (2011) Spatial distribution of soil organic carbon stocks in France. Biogeosciences 8:1053–1065. doi:10.5194/bg-8-1053-2011
Meersmans J, De Ridder F, Canters F, De Baets S, Van Molle M (2008) A multiple regression approach to assess the spatial distribution of Soil Organic Carbon (SOC) at the regional scale (Flanders, Belgium). Geoderma 143:1–13. doi:10.1016/j.geoderma.2007.08.025
Meersmans J, Van Wesemael B, De Ridder F, Dotti MF, De Baets S, Van Molle M (2009) Changes in organic carbon distribution with depth in agricultural soils in northern Belgium, 1960–2006. Glob Change Biol 15:2739–2750. doi:10.1111/j.1365-2486.2009.01855.x
Meersmans J, van Wesemael B, Goidts E, van Molle M, De Baets S, De Ridder F (2011) Spatial analysis of soil organic carbon evolution in Belgian croplands and grasslands, 1960–2006. Glob Change Biol 17:466–479. doi:10.1111/j.1365-2486.2010.02183.x
Meersmans J, Martin MP, De Ridder F, Lacarce E, Wetterlind J, De Baets S, Le Bas C, Louis BP, Orton TG, Bispo A, Arrouays, D (2012) A novel soil organic C model using climate, soil type and management data at the national scale (France). Agron Sustain Dev. doi:10.1007/s13593-012-0085-x
Milne E, Al Adamat R, Batjes NH, Bernoux M, Bhattacharyya T, Cerri CC, Cerri CEP, Coleman K, Easter M, Falloon P, Feller C, Gicheru P, Kamoni P, Killian K, Pal DK, Paustian K, Powlson DS, Rawajfih Z, Sessay M, Williams S, Wokabi S (2007) National and sub-national assessments of soil organic carbon stocks and changes: The GEFSOC modelling system. Agric Ecosyst Environ 122:3–12. doi:10.1016/j.agee.2007.01.002
Mishra U, Lal R, Slater B, Calhoun F, Liu D, Van Meirvenne M (2009) Predicting soil organic carbon stock using profile depth distribution functions and ordinary kriging. Soil Sci Soc Am J 73:614–621. doi:10.2136/sssaj2007.0410
Morra L, Pagano L, Iovieno P, Baldanton A, Alfani A (2010) Soil and vegetable crop response to addition of different levels of municipal waste compost under Mediterranean greenhouse condition. Agron Sustain Dev 30:701–709. doi:10.1051/agro/2009046
Olvera-Velona A, Benoit P, Barriuso E, Ortiz-Hernandez L (2008) Sorption and desorption of organophosphate pesticides, parathion and cadusafos, on tropical agricultural soils. Agron Sustain Dev 28:231–238. doi:10.1051/agro:2008009
Poesen J, Lavee H (1994) Rock fragments in top soils – significance and processes. Catena 23: 1-28. doi:10.1016/0341-8162(94)90050-7
Razafimbelo TM, Albrecht A, Oliver R, Chevallier T, Chapuis-Lardy L, Feller C (2008) Aggregate associated-C and physical protection in a tropical clayey soil under Malagasy conventional and no-tillage systems. Soil Tillage Res 98:140–149. doi:10.1016/j.still.2007.10.012
Reeves DW (1997) The role of soil organic matter in maintaining soil quality in continuous cropping systems. Soil Tillage Res 43:131–167. doi:10.1016/S0167-1987(97)00038-X
Rusco E, Jones R, Bidoglio G (2001) Organic matter in the soils of Europe: present status and future trends, European Soil Bureau, Soil and Waste Unit, Institute for Environment and Sustainability. JRC Ispra, Institute, Joint Research Centre European Commission, Italy
Saha D, Kukal SS, Sharma S (2011) Landuse impacts on SOC fractions and aggregate stability in typic ustochrepts of Northwest India. Plant Soil 339:457–470. doi:10.1007/s11104-010-0602-0
Stavi I, Lal R, Owens LB (2011) On-farm effects of no-till versus occasional tillage on soil quality and crop yields in eastern Ohio. Agron Sustain Dev 31:475–482. doi:10.1007/s13593-011-0006-4
Stevens A, van Wesemael B (2008) Soil organic carbon stock in the Belgian Ardennes as affected by afforestation and deforestation from 1868 to 2005. For Ecol Manag 256:1527–1539. doi:10.1016/j.foreco.2008.06.041
Tan ZX, Lal R, Smeck NE, Calhoun FG (2004) Relationships between surface soil organic carbon pool and site variables. Geoderma 121:187–195. doi:10.1016/j.geoderma.2003.11.003
Ungaro F, Staffilani F, Tarocco P (2010) Assessing and mapping topsoil organic carbon stocks at regional scale: a scorpan kriging approach conditional on soil map delineations and land use. Land Degrad Dev 21:565–581. doi:10.1002/ldr.998
Van Oost K, Quine TA, Govers G, De Gryze S, Six J, Harden JW, Ritchie JC, McCarty GW, Heckrath G, Kosmas C, Giraldez JV, da Silva JRM, Merckx R (2007) The impact of agricultural soil erosion on the global carbon cycle. Science 318:626–629. doi:10.1126/science.1145724
van Wesemael B, Paustian K, Meersmans J, Goidts E, Barancikova G, Easter M (2010) Agricultural management explains historic changes in regional soil C stocks. Proc Natl Acad Sci USA 107:14926–14930. doi:10.1073/pnas.1002592107
Acknowledgements
The RMQS was financed by the “Groupement d’Intérêt Scientifique Sol”. Jeroen Meersmans post-doctoral position was funded by the French Environment and Energy Management Agency (ADEME). We thank all the people involved in sampling and sample preparation and analysis.
Author information
Authors and Affiliations
Corresponding author
About this article
Cite this article
Meersmans, J., Martin, M.P., Lacarce, E. et al. A high resolution map of French soil organic carbon. Agron. Sustain. Dev. 32, 841–851 (2012). https://doi.org/10.1007/s13593-012-0086-9
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13593-012-0086-9