User menu

A map of the topsoil organic carbon content of Europe generated by a generalized additive model

Bibliographic reference de Brogniez, Delphine ; Ballabio, C. ; Stevens, Antoine ; Jones, R. J. A. ; Montanarella, L. ; et. al. A map of the topsoil organic carbon content of Europe generated by a generalized additive model. In: European Journal of Soil Science, , p. n/a-n/a (2014)
Permanent URL http://hdl.handle.net/2078.1/151852
  1. Akaike H., A new look at the statistical model identification, 10.1109/tac.1974.1100705
  2. Arrhenius, Zeitschrift für Physikalische Chemie, 4, 226 (1889)
  3. ARROUAYS D., MARCHANT B.P., SABY N.P.A., MEERSMANS J., ORTON T.G., MARTIN M.P., BELLAMY P.H., LARK R.M., KIBBLEWHITE M., Generic Issues on Broad-Scale Soil Monitoring Schemes: A Review, 10.1016/s1002-0160(12)60031-9
  4. BATJES N.H., Total carbon and nitrogen in the soils of the world, 10.1111/j.1365-2389.1996.tb01386.x
  5. Bui Elisabeth, Henderson Brent, Viergever Karin, Using knowledge discovery with data mining from the Australian Soil Resource Information System database to inform soil carbon mapping in Australia : DATA MINING TO MAP SOIL CARBON, 10.1029/2009gb003506
  6. Chen Feng, Kissel David E., West Larry T., Adkins W., Rickman Doug, Luvall J. C., Mapping Soil Organic Carbon Concentration for Multiple Fields with Image Similarity Analysis, 10.2136/sssaj2007.0028
  7. EEA - European Environment Agency 2012 EIONET: Corine Land Cover 2006 http://sia.eionet.europa.eu/CLC2006
  8. Eurostat, European Commission 2011 Land Cover and Land Use Statistics at Regional Level http://epp.eurostat.ec.europa.eu/statistics_explained/index.php/Land_cover_and_land_use_statistics_at_regional_level#Further_Eurostat_information
  9. Farr Tom G., Rosen Paul A., Caro Edward, Crippen Robert, Duren Riley, Hensley Scott, Kobrick Michael, Paller Mimi, Rodriguez Ernesto, Roth Ladislav, Seal David, Shaffer Scott, Shimada Joanne, Umland Jeffrey, Werner Marian, Oskin Michael, Burbank Douglas, Alsdorf Douglas, The Shuttle Radar Topography Mission, 10.1029/2005rg000183
  10. Hallett* Paul D., Loades Kenneth W., Krümmelbein Julia, Chapter 9. Soil Physical Degradation: Threats and Opportunities to Food Security, Issues in Environmental Science and Technology ISBN:9781849734264 p.198-226, 10.1039/9781849735438-00198
  11. Hastie Trevor, Tibshirani Robert, Generalized Additive Models, 10.1214/ss/1177013604
  12. Heikkinen Jaakko, Ketoja Elise, Nuutinen Visa, Regina Kristiina, Declining trend of carbon in Finnish cropland soils in 1974-2009, 10.1111/gcb.12137
  13. Heineke, Land Information Systems: Developments for Planning the Sustainable Use of Land Resources (1998)
  14. Hijmans Robert J., Cameron Susan E., Parra Juan L., Jones Peter G., Jarvis Andy, Very high resolution interpolated climate surfaces for global land areas, 10.1002/joc.1276
  15. IUSS Working Group WRB, World Reference Base for Soil Resources 2006, First Update 2007 (2007)
  16. Jandl Robert, Rodeghiero Mirco, Martinez Cristina, Cotrufo M. Francesca, Bampa Francesca, van Wesemael Bas, Harrison Robert B, Guerrini Iraê Amaral, Richter Daniel deB, Rustad Lindsey, Lorenz Klaus, Chabbi Abad, Miglietta Franco, Current status, uncertainty and future needs in soil organic carbon monitoring, 10.1016/j.scitotenv.2013.08.026
  17. Jones R. J. A., Hiederer R., Rusco E., Montanarella L., Estimating organic carbon in the soils of Europe for policy support, 10.1111/j.1365-2389.2005.00728.x
  18. Kempen B., Heuvelink G. B. M., Brus D. J., Stoorvogel J. J., Pedometric mapping of soil organic matter using a soil map with quantified uncertainty, 10.1111/j.1365-2389.2010.01232.x
  19. King D., Daroussin J., Tavernier R., Development of a soil geographic database from the Soil Map of the European Communities, 10.1016/0341-8162(94)90030-2
  20. Kirkby M. J., Irvine B. J., Jones R. J. A., Govers G., , The PESERA coarse scale erosion model for Europe. I. - Model rationale and implementation, 10.1111/j.1365-2389.2008.01072.x
  21. Kumar Sandeep, Lal Rattan, Liu Desheng, A geographically weighted regression kriging approach for mapping soil organic carbon stock, 10.1016/j.geoderma.2012.05.022
  22. Lagacherie, Digital Soil Mapping an Introductory Perspective, 3 (2007)
  23. Agriculture Practices and Policies for Carbon Sequestration in Soil, ISBN:9781566705813, 10.1201/9781420032291
  24. MEERSMANS J., Van WESEMAEL B., GOIDTS E., Van MOLLE M., De BAETS S., De RIDDER F., Spatial analysis of soil organic carbon evolution in Belgian croplands and grasslands, 1960-2006 : SPATIAL ANALYSIS OF SOIL ORGANIC CARBON EVOLUTION, 10.1111/j.1365-2486.2010.02183.x
  25. Minasny Budiman, McBratney Alex B., A conditioned Latin hypercube method for sampling in the presence of ancillary information, 10.1016/j.cageo.2005.12.009
  26. Minasny, Digital Mapping of Soil Carbon (2013)
  27. Montanarella, Mires & Peat, 1, 1 (2006)
  28. Montanarella, Land Quality and Land Use Information - in the European Union, 209 (2011)
  29. Morvan X., Saby N.P.A., Arrouays D., Le Bas C., Jones R.J.A., Verheijen F.G.A., Bellamy P.H., Stephens M., Kibblewhite M.G., Soil monitoring in Europe: A review of existing systems and requirements for harmonisation, 10.1016/j.scitotenv.2007.10.046
  30. Olsson Mats, Erlandsson Maria, Lundin Lars, Nilsson Torbjörn, Nilsson Åke, Stendahl Johan, Organic carbon stocks in Swedish Podzol soils in relation to soil hydrology and other site characteristics, 10.14214/sf.207
  31. Panagos Panos, Hiederer Roland, Van Liedekerke Marc, Bampa Francesca, Estimating soil organic carbon in Europe based on data collected through an European network, 10.1016/j.ecolind.2012.07.020
  32. Poggio Laura, Gimona Alessandro, Brewer Mark J., Regional scale mapping of soil properties and their uncertainty with a large number of satellite-derived covariates, 10.1016/j.geoderma.2013.05.029
  33. Rawlins B. G., Marchant B. P., Smyth D., Scheib C., Lark R. M., Jordan C., Airborne radiometric survey data and a DTM as covariates for regional scale mapping of soil organic carbon across Northern Ireland, 10.1111/j.1365-2389.2008.01092.x
  34. Robinson* David A., Emmett Bridget A., Reynolds Brian, Rowe Ed C., Spurgeon Dave, Keith Aidan M., Lebron Inma, Hockley Neal, Chapter 3. Soil Natural Capital and Ecosystem Service Delivery in a World of Global Soil Change, Issues in Environmental Science and Technology ISBN:9781849734264 p.41-68, 10.1039/9781849735438-00041
  35. RUNNING STEVEN W., NEMANI RAMAKRISHNA R., HEINSCH FAITH ANN, ZHAO MAOSHENG, REEVES MATT, HASHIMOTO HIROFUMI, A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production, 10.1641/0006-3568(2004)054[0547:acsmog]2.0.co;2
  36. Sanchez P. A., Ahamed S., Carre F., Hartemink A. E., Hempel J., Huising J., Lagacherie P., McBratney A. B., McKenzie N. J., Mendonca-Santos M. d. L., Minasny B., Montanarella L., Okoth P., Palm C. A., Sachs J. D., Shepherd K. D., Vagen T.-G., Vanlauwe B., Walsh M. G., Winowiecki L. A., Zhang G.-L., Digital Soil Map of the World, 10.1126/science.1175084
  37. Sherrod L. A., Dunn G., Peterson G. A., Kolberg R. L., Inorganic Carbon Analysis by Modified Pressure-Calcimeter Method, 10.2136/sssaj2002.0299
  38. Van Ranst, European Land Information Systems for Agro-environmental Monitoring, 71 (1995)
  39. Wood, Generalized Additive Models: An Introduction with R (2006a)
  40. Wood Simon N., Low-Rank Scale-Invariant Tensor Product Smooths for Generalized Additive Mixed Models, 10.1111/j.1541-0420.2006.00574.x
  41. EC - European Commission, Eurostat 2009 LUCAS 2009 Technical reference document C1 http://epp.eurostat.ec.europa.eu/portal/page/portal/lucas/documents/LUCAS2009_C1-Instructions_Revised20130925.pdf