Spatial distribution of soil organic carbon stocks in France

Biogeosciences

Volumn 8, Issue 5, 2011, Pages 1053-1065

  Martin, M P ^a   Wattenbach, M ^b   Smith, P ^c   Meersmans, J ^a   Jolivet, C ^a   Boulonne, L ^a   Arrouays, D ^a  

^a Centre de recherche d'Orléans   (France)

^b FREIE UNIVERSITÄT BERLIN   (Germany)

^c UNIVERSITY OF ABERDEEN   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURAL SOIL; BULK DENSITY; CARBON SEQUESTRATION; CARBON SINK; CLIMATE CHANGE; FOREST SOIL; GLOBAL CHANGE; NET PRIMARY PRODUCTION; SAMPLING; SOIL CARBON; SOIL ORGANIC MATTER; SPATIAL DISTRIBUTION;

FRANCE;

EID: 79955776576     PISSN: 17264170     EISSN: 17264189     Source Type: Journal    
DOI: 10.5194/bg-8-1053-2011     Document Type: Article

References (60)

1. Arrouays, D., Deslais, W., and Badeau, V.: The carbon content of topsoil and its geographical distribution in France, Soil Use Manage., 17, 7-11, 2001. (Pubitemid 32402385)
2. Arrouays, D., Jolivet, C., Boulonne, L., Bodineau, G., Saby, N., and Grolleau, E.: A new initiative in France: a multi-institutional soil quality monitoring network, Comptes rendus de l'Academie d'Agriculture de France, 88, 93-105,2002.
3. Arrouays, D., Saby, N., Walter, C., Lemercier, B., and Schvartz, C.: Relationships between particle-size distribution and organic carbon in French arable topsoils, Soil Use Manage., 22, 48-51, 2006. (Pubitemid 43341426)
4. Batjes, N. H.: Total carbon and nitrogen in the soils of the world, Eur. J. Soil Sci., 47, 151-163, 1996.
5. Bauer, J., Herbst, M., Huisman, J. A., Weihermuller, L., and Vereecken, H.: Sensitivity of simulated soil heterotrophic res-piration to temperature and moisture reduction functions, Geoderma, 145, 17-27,2008.
6. Bell, M. J. and Worrall, F.: Estimating a region's soil organic carbon baseline: the undervalued role of land-management, Geoderma, 152(1-2), 74-84,2009.
7. Bellamy, P. H.,Loveland, P. J., Bradley, R. I.,Lark, R. M., and Kirk, G. J. D.: Carbon losses from all soils across England and Wales 1978-2003, Nature, 437, 245-248, 2005. (Pubitemid 41294485)
8. Breiman, L., Friedman, J. H., Olshen, R. A., and Stone, C. J.: Classification and regressiontrees, Wadsworth, Inc. Monterey, Calif., U.S.A.,368pp., 1984.
9. Bui, E., Henderson, B., and Viergever, K.: Using knowledge discovery with data mining from the australian soil re-source information system database to inform soil carbon mapping in australia, Global Biogeochem. Cy., 23, GB4033, doi:10.1029/2009GB003506,2009.
10. Chakir, R. and Parent, O.: Determinants ofland use changes: A spatial multinomial probit approach, Pap. Reg. Sci., 88,327-344, 2009.
11. Chaplot, V., Bouahom, B., and Valentin, C.: Soil organic carbon stocks in Laos: spatial variations and controlling factors, Glob. Change Biol., 16, 1380-1393, 2009.
12. Coleman, K., Jenkinson, D. S., Crocker, G. J., Grace, P. R., Klir, J., Korschens, M., Poulton, P. R., and Richter, D. D.: Simulating trends in soil organic carbon in long-term experiments using RothC-26.3, Geoderma, 81, 29-44, 1997. (Pubitemid 28014085)
13. Davidson, E.A., Trumbore S. E. and Amundson R.: Soilwarming and organic carbon content Nature 408, 789-790, 2000.
14. Dendoncker, N., van Wesemael, B., Smith, P., Lettens, S., Roelandt, C., and Rounsevell, M.: Assessing scale effects on modelled soil organic carbon contents as a result of land use change in Belgium, Soil Use Manage., 24, 8-18,2008. (Pubitemid 351301012)
15. Elith, J., Leathwick, J. R., and Hastie, T.: A working guide to boosted regression trees, J. Anim. Ecol., 77, 802-813,2008. (Pubitemid 351799674)
16. Eswaran, H., Vandenberg, E., and Reich, P.: Organic-carbon in soils of the world, Soil Sci. Soc. Am. J., 57, 192-194, 1993.
17. Feranec, J., Jaffrain, G., Soukup, T., and Hazeu, G.: Determining changes and flows in European landscapes 1990-2000 using Corine land cover data, Appl. Geogr., 30, 19-35, 2010.
18. Freund, Y. and Schapire, R. E.: Experiments with a New Boosting Algorithm, in: Machine Learning: Proceedings of the Thirteenth International Conference, Morgan Kauffman, San Francisco, 148-156, 1996.
19. Friedman, J. H.: Greedy function approximation: A gradient boosting machine, Ann. Stat., 29, 1189-1232, 2001. (Pubitemid 33405972)
20. Friedman, J. H. and Meulman, J. J.: Multiple additive regression trees with application in epidemiology, Stat. Med., 22, 1365-1381,2003. (Pubitemid 36575589)
21. Grimm, R., Behrens, T., Marker, M., and Elsenbeer, H.: Soil organic carbon concentrations and stocks on Barro Colorado Island-Digital soil mapping using Random Forests analysis, Geoderma, 146, 102-113,2008.
22. Hastie, T., Tibshirani, R., and Friedman, J.: The Elements of Statis-tical Learning, Data Mining, Inference, and Prediction, Second Edition, Springer Series in Statistics, 746pp.,2001.
23. Heimann, M. and Reichstein, M.: Terrestrial ecosystem carbon dynamics and climate feedbacks, Nature, 451, 289-292, 2008.
24. Hiederer, R.: Organic carbon per country, http://eusoils.jrc.ec.europa. eu/ESDB-Archive/octop/Resources/OC-Per-Country.pdf,access: 5 November 2010.
25. Hiederer, R., Jones, R. J. A., and Montanarella, L.: Topsoil Organic Carbon Content in Europe, Special publication No. SP.I.04.72, map in ISO B1 format, European Communities, Joint Research Centre, Ispra, Italy, 2004.
26. SSS-ISRIC-FAO: World Reference Base for Soil Resources, World Soil Resources Reports 84, Tech. rep., Fao, Rome, 91 pp., 1998.
27. Jolivet, C., Arrouays, D., Leveque, J., Andreux, F., and Chenu, C.: Organic carbon dynamics in soil particle-size separates of sandy Spodosols when forest is cleared for maize cropping, Eur. J. Soil Sci., 54,257-268,2003. (Pubitemid 36658690)
28. Jones, R. J. A., Hiederer, R., Rusco, E., and Montanarella, L.: Estimating organic carbon in the soils of Europe for policy support, Eur. J. Soil Sci., 56, 655-671, 2005. (Pubitemid 41703143)
29. Krogh, L., Noergaard, A., Hermansen, M., Greve, M. H., Balstroem, T., and Breuning-Madsen, H.: Preliminary estimates of contemporary soil organic carbon stocks in Denmark using multiple datasets and four scaling-up methods, Agr. Ecosyst. Environ., 96, 19-28,2003. (Pubitemid 36708260)
30. Lal, R.: Soil carbon sequestration to mitigate climate change, Geoderma, 123, 1-22,2004. (Pubitemid 39351354)
31. Lashermes, G., Nicolardot, B., Parnaudeau, V., Thuries, L., Chaussod, R., Guillotin, M. L., Lineres, M., Mary, B., Metzger, L., Morvan, T., Tricaud, A., Villette, C., and Houot, S.: Indicator of potential residual carbon in soils after exogenous organic matter application, Eur. J. Soil. Sci., 60, 297-310,2009.
32. Lawrence, R., Bunn, A., Powell, S., and Zambon, M.: Classification ofremotely sensed imagery using stochastic gradient boosting as a refinement of classification tree analysis, Remote Sens. Envi-ron., 90, 331-336,2004. (Pubitemid 38431250)
33. Liao, Q. L., Zhang, X. H., Li, Z. P., Pan, G. X., Smith, P., Jin, Y., and Wu, X. M.: Increase in soil organic carbon stock over the last two decades in China's Jiangsu Province, Glob. Change Biol., 15, 861-875,2009.
34. Lilly, A., Nemes, A., Rawls, W. J., and Pachepsky, Y. A.: Proba-bilistic approach to the identification of input variables to esti-mate hydraulic conductivity, Soil Sci. Soc. Am. J., 72, 16-24, 2008.
35. Lo Seen, D., Ramesh, B. R., Nair, K. M., Martin, M., Arrouays, D., and Bourgeon, G.: Soil carbon stocks, deforestation and land-cover changes in the Western Ghats biodiversity hotspot (India), Glob. ChangeBiol., 16, 1777-1792,2010.
36. Martin, M. P., Lo Seen, D., Boulonne, L., Jolivet, C., Nair, K. M., Bourgeon, G., and Arrouays, D.: Optimizing pedotransfer func-tions for estimating soil bulk density using boosted regression trees, Soil Sci. Soc. Am. J., 73, 485-493, 2009.
37. Meersmans, J., De Ridder, F., Canters, F., De Baets, S., and Van Molle, M.: A multiple regression approach to assess the spa-tial distribution ofSoil Organic Carbon (Soc) at the regional scale (Flanders, Belgium), Geoderma, 143, 1-13, 2008.
38. Metay, A., Mary, B., Arrouays, D.,Labreuche, J., Martin, M., Nico-lardot, B., and Germon, J. C.: Effects ofreduced or no tillage practices on C sequestration in soils in temperate regions, Can. J. Soil. Sci., 89, 623-634, 2009.
39. Mishra, U., Lal, R., Slater, B., Calhoun, F., Liu, D. S., and Van Meirvenne, M.: Predicting Soil Organic Carbon Stock Us-ing Profile Depth Distribution Functions and Ordinary Kriging, Soil Sci. Soc. Am. J., 73, 614-621,2009.
40. Morvan, X., Saby, N. P. A., Arrouays, D., Le Bas, C., Jones, R. J. A., Verheijen, F. G. A., Bellamy, P. H., Stephens, M., and Kib-blewhite, M. G.: Soil monitoring in Europe: A review ofexisting systems and requirements for harmonisation, Sci. Total Environ., 391, 1-12,2008. (Pubitemid 50007948)
41. Paustian, K.,Andren, O., Janzen, H. H., Lal, R., Smith, P., Tian, G., Tiessen,H., VanNoordwijk,M., and Woomer,P. L.: Agricultural soils as a sink to mitigate CO2 emissions, Soil Use Manage., 13, 230-244, 1997. (Pubitemid 28065461)
42. Phachomphon, K., Dlamini, P., and Chaplot, V.: Estimating carbon stocks at a regional level using soil information and easily acces-sible auxiliary variables, Geoderma, 155, 372-380, 2010.
43. Post, W. M.,Emanuel, W. R., Zinke, P. J., and Stangenberger, A. G.: Soil carbon pools and world life zones, Nature, 298, 156-159, 1982. (Pubitemid 13260017)
44. Quintana-Segui, P., Le Moigne, P., Durand, Y., Martin, E., Habets, F., Baillon, M., Canellas, C., Franchisteguy, L., and Morel, S.: Analysis ofnear-surface atmospheric variables: Validation of the Safran analysis over France, J. Appl. Meteorol. Clim., 47, 92-107,2008. (Pubitemid 351351468)
45. Rice, C. W.: Introduction to special section on greenhouse gases and carbon sequestration in agriculture and forestry, J. Environ. Qual.,35, 1338-1340,2006. (Pubitemid 44125827)
46. Ridgeway, G.: gbm: Geberalized Boosted regression Models. R package version 1.5-7., 2006.
47. Running, S. W.,Nemani, R. R.,Heinsch,F.A.,Zhao,M. S.,Reeves, M., and Hashimoto, H.: A continuous satellite-derived measure of global terrestrial primary production, Bioscience, 54, 547-560,2004. (Pubitemid 38751840)
48. Saby, N. P. A., Arrouays, D., Antoni, V., Lemercier, B., Follain, S., Walter, C., and Schvartz, C.: Changes in soil organic carbon in a mountainous French region, 1990-2004, Soil Use Manage., 24, 254-262,2008a.
49. Saby, N. P. A., Bellamy, P. H., Morvan, X., Arrouays, D., Jones, R. J. A., Verheijen, F. G. A., Kibblewhite, M. G., Verdoodt, A., Uveges, J. B., Freudenschuss, A., and Simota, C.: Will European soil-monitoring networks be able to detect changes in topsoil organic carbon content?, Glob. Change Biol., 14, 2432-2442, 2008b.
50. Schlesinger,W.H.: Biogeochemistry: ananalysisofglobalchange, Academic Press, San Diego Usa, 443 pp., 1991.
51. Schnebelen, N., Nicoullaud, B.,Bourennane, H., Couturier, A., Ver-beque, B., Revalier, C., Bruand, A., and Ledoux, E.: The Stics model to predict nitrate leaching following agricultural practices, Agronomie, 24,423-435,2004. (Pubitemid 39547733)
52. Smith, J., Smith, P., Wattenbach, M., Zaehle, S., Hiederer, R., Jones, R. J. A., Montanarella, L., Rounsevell, M. D. A., Reginster, I., and Ewert, F.: Projected changes in mineral soil carbon ofEuro-pean croplands and grasslands, 1990-2080, Glob. Change Biol., 11,2141-2152,2005. (Pubitemid 43904651)
53. Tomlinson, R. W. and Milne, R. M.: Soil carbon stocks and land cover in northern ireland from 1939 to 2000, Appl. Geogr., 26 (1), 18-39,2006.
54. Tornquist, C. G., Giasson, E., Mielniczuk, J., Cerri, C. E. P., and Bernoux, M.: Soil organic carbon stocks of rio grande do sul, brazil, Soil Sci. Soc. Am. J., 73(3), 975-982, 2009.
55. van Wesemael, B., Paustian, K., Meersmans, J., Goidts, E., Baran-cikova, G., and Easter, M.: Agricultural management explains historic changes in regional s oil carbon stocks, P. Natl. Acad. Sci. USA, 107(33), 14926-14930, 2010.
56. Wosten, J. H. M., Lilly, A., Nemes, A., and Le Bas, C.: Develop-ment and use of a database of hydraulic properties of European soils, Geoderma, 90, 169-185, 1999. (Pubitemid 29350902)
57. Yang, Y. H., Fang, J. Y., Tang, Y. H., Ji, C. J., Zheng, C. Y., He, J. S., and Zhu, B. A.: Storage, patterns and controls of soil organic carbon in the Tibetan grasslands, Glob. Change Biol., 14, 1592-1599,2008.
58. Yokozawa, M., Shirato, Y., Sakamoto, T., Yonemura, S., Nakai, M., and Ohkura, T.: Use of the RothC model to estimate the carbon sequestration potential oforganic matter application in Japanese arable soils, Soil Sci. PlantNutr., 56, 168-176, 2010.
59. Yu, D. S., Shi, X. Z., Wang, H. J., Sun, W. X., Warner, E. D., and Liu, Q. H.: National scale analysis ofsoil organic carbon storage in china based on chinese soil taxonomy, Pedosphere, 17(1), 11-18,2007.
60. Zaehle, S., Bondeau, A., Carter, T. R., Cramer, W., Erhard, M., Prentice, I. C., Reginster, I., Rounsevell, M. D. A., Sitch, S., Smith, B., Smith, P. C., and Sykes, M.: Projected changes in terrestrial carbon storage in Europe under climate and land-use change, 1990-2100, Ecosystems, 10, 380-401, 2007.