A novel soil organic C model using climate, soil type and management data at the national scale in France

被引:90
作者
Meersmans, Jeroen [1 ]
Martin, Manuel Pascal [1 ]
De Ridder, Fjo [2 ]
Lacarce, Eva [1 ]
Wetterlind, Johanna [1 ]
De Baets, Sarah [3 ]
Le Bas, Christine [1 ]
Louis, Benjamin P. [1 ]
Orton, Thomas G. [1 ]
Bispo, Antonio [4 ]
Arrouays, Dominique [1 ]
机构
[1] INRA Orleans, InfoSol Unit, F-45075 Orleans 2, France
[2] Vrije Univ Brussel, Dept Geog, B-1050 Brussels, Belgium
[3] Catholic Univ Louvain, Earth & Life Inst ELI, Georges Lemaitre Ctr Earth & Climate Res TECLIM, B-1348 Louvain, Belgium
[4] ADEME, Agr & Forestry Dept, F-49004 Angers 01, France
关键词
Land use; Manure; SOC; Rock fragment content; Climate; Soil texture; AIC; AICc; BIC; Stepwise regression; GLOBAL CARBON-CYCLE; AGRICULTURAL SOILS; ROCK FRAGMENTS; BELGIUM; STOCKS; TILLAGE; MATTER; FLUXES;
D O I
10.1007/s13593-012-0085-x
中图分类号
S3 [农学(农艺学)];
学科分类号
090104 [作物信息科学与技术];
摘要
This report evidences factors controlling soil organic carbon at the national scale by modelling data of 2,158 soil samples from France. The global soil carbon amount, of about 1,500 Gt C, is approximately twice the amount of atmosphere C. Therefore, soil has major impact on atmospheric CO2, and, in turn, climate change. Soil organic carbon further controls many soil properties such as fertility, water retention and aggregate stability. Nonetheless, precise mechanisms ruling interactions between soil organic carbon and environmental factors are not well known at the large scale. Indeed, most soil investigations have been conducted at the plot scale using a limited number of factors. Therefore, a national soil survey of 2,158 soil samples from France was carried out to measure soil properties such as texture, organic carbon, nitrogen and heavy metal content. Here, we studied factors controlling soil organic carbon at the national scale using a model based on stepwise linear regression. Factors analysed were land use, soil texture, rock fragment content, climate and land management. We used several criteria for model selection, such as the Akaike information criterion (AIC), the corrected AIC rule and the Bayesian information criterion. Results show that organic carbon concentrations in fine earth increase with increasing rock fragment content, depending on land use and texture. Spreading farmyard manure and slurry induces higher carbon concentrations mostly in wet and stony grasslands. Nonetheless, a negative correlation has been found between carbon and direct C input from animal excrements on grasslands. Our findings will therefore help to define better land management practices to sequester soil carbon.
引用
收藏
页码:873 / 888
页数:16
相关论文
共 36 条
[1]
NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]
[Anonymous], 2007, BIL FLUX CONT ENTR S
[3]
[Anonymous], CHIFFR DONN A
[4]
Arrouays Dominique, 2002, Comptes Rendus de l'Academie d'Agriculture de France, V88, P93
[5]
Implications of nitrogen nutrition for grapes, fermentation and wine [J].
Bell, SJ ;
Henschke, PA .
AUSTRALIAN JOURNAL OF GRAPE AND WINE RESEARCH, 2005, 11 (03) :242-295
[6]
Long-term soil organic carbon and nitrogen dynamics in forage-based crop rotations in Northern Sweden (63-64°N) [J].
Bolinder, M. A. ;
Katterer, T. ;
Andren, O. ;
Ericson, L. ;
Parent, L. -E. ;
Kirchmann, H. .
AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 2010, 138 (3-4) :335-342
[7]
Influence of rock fragments on the water retention and water percolation in a calcareous soil [J].
Cousin, I ;
Nicoullaud, B ;
Coutadeur, C .
CATENA, 2003, 53 (02) :97-114
[8]
Temporal variation of soil organic matter content and potential determinants in Tibet, China [J].
Dai, Fuqiang ;
Su, Zhengan ;
Liu, Shuzhen ;
Liu, Gangcai .
CATENA, 2011, 85 (03) :288-294
[9]
Application of biological indicators to assess recovery of hydrocarbon impacted soils [J].
Dawson, J. J. C. ;
Godsiffe, E. J. ;
Thompson, I. P. ;
Ralebitso-Senior, T. K. ;
Killham, K. S. ;
Paton, G. I. .
SOIL BIOLOGY & BIOCHEMISTRY, 2007, 39 (01) :164-177
[10]
Modified AIC and MDL model selection criteria for short data records [J].
De Ridder, F ;
Pintelon, R ;
Schoukens, J ;
Gillikin, DP .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2005, 54 (01) :144-150