Aldana Jague, E., Van Oost, K., Van Wesemael, B., Saby, N.P.A., Sommer, M., Soil Organic Carbon depth profiles in relation to topographic parameters (2014) GlobalSoilMap: Basis of the Global Spatial Soil Information, pp. 415-419. , Taylor & Francis Group, London, UK, D. Arrouays, N. McKenzie, J. Hempel, A. Richer de Forges, A. McBratney (Eds.)
Amundson, R., The carbon budget in soils (2001) Annu. Rev. Earth Planet. Sci., 29, pp. 535-562
Bellamy, P.H., Loveland, P.J., Bradley, R.I., Lark, R.M., Kirk, G.J.D., Carbon losses from all soils across England and Wales 1978-2003 (2005) Nature, 437, pp. 245-248
Bishop, T., McBratney, A., Modelling soil attribute depth functions with equal-area quadratic smoothing splines (1999) Geoderma, 91, pp. 27-45
Cambardella, C., Moorman, T.B., Parkin, T.B., Karlen, D.L., Novak, J.M., Turco, R.F., Konopka, E., Field-scale variability of soil properties in Central Iowa soils (1994) Soil Sci. Soc. Am. J., 58, pp. 1501-1511
Chen, F., Kissel, D.E., West, L.T., Adkins, W., Field-scale mapping of surface soil organic carbon using remotely sensed imagery (2000) Soil Sci. Soc. Am. J., 64, p. 746
Doetterl, S., Stevens, A., Van Oost, K., van Wesemael, B., Soil organic carbon assessment at high vertical resolution using closed-tube sampling and Vis-NIR spectroscopy (2013) Soil Sci. Soc. Am. J., 77, p. 1430
Dlugoß, V., Fiener, P., Schneider, K., Layer-specific analysis and spatial prediction of soil organic carbon using terrain attributes and erosion modeling (2010) Soil Sci. Soc. Am. J., 74, p. 922
Don, A., Schumacher, J., Scherer-Lorenzen, M., Scholten, T., Schulze, E.-D., Spatial and vertical variation of soil carbon at two grassland sites-implications for measuring soil carbon stocks (2007) Geoderma, 141, pp. 272-282
Freibauer, A., Rounsevell, M.D., a Smith, P., Verhagen, J., Carbon sequestration in the agricultural soils of Europe (2004) Geoderma, 122, pp. 1-23
Goidts, E., Van Wesemael, B., Van Oost, K., Driving forces of soil organic carbon evolution at the landscape and regional scale using data from a stratified soil monitoring (2009) Glob. Chang. Biol., 15, pp. 2981-3000
Govers, G., Merckx, R., Van Oost, K., van Wesemael, B., (2013) Managing Soil Organic Carbon for Global Benefits: A STAP Technical Report' 70.
Herbst, M., Diekkrüger, B., Vereecken, H., Geostatistical co-regionalization of soil hydraulic properties in a micro-scale catchment using terrain attributes (2006) Geoderma, 132, pp. 206-221
World reference base for soil resources 2014. International soil classification system for naming soils and creating legends for soil maps (2014) World Soil Resources Reports No. 106, , FAO, Rome
Kalbermatten, M., Van De Ville, D., Turberg, P., Tuia, D., Joost, S., Multiscale analysis of geomorphological and geological features in high resolution digital elevation models using the wavelet transform (2012) Geomorphology, 138, pp. 352-363
Kempen, B., Brus, D.J., Stoorvogel, J.J., Three-dimensional mapping of soil organic matter content using soil type-specific depth functions (2011) Geoderma, 162, pp. 107-123
Kennard, R.W., Stone, L.A., Computer aided design of experiments (1969) Technometrics, 11, pp. 137-148
Kuhn, M., Weston, S., Keefer, C., Coutler, N., Cubist models for regression. (2012) R package Vignette R package version 0.0.18.
Lacoste, M., Minasny, B., McBratney, A., Michot, D., Viaud, V., Walter, C., High resolution 3D mapping of soil organic carbon in a heterogeneous agricultural landscape (2014) Geoderma, 213, pp. 296-311
Lal, R., Soil carbon sequestration impacts on global climate change and food security (2004) Science, 304, pp. 1623-1627
Mabit, L., Bernard, C., Spatial distribution and content of soil organic matter in an agricultural field in eastern Canada, as estimated from geostatistical tools (2010) Earth Surf. Processes Landforms, 35, pp. 278-283
McBratney, A.B., Stockmann, U., Angers, D.A., Minasny, B., Field, D.J., Challenges for soil organic carbon research (2014) Soil Carbon, pp. 3-16. , Springer International Publishing, New Dehli, A.E. Hartemink, K. McSweeney (Eds.)
Malone, B.P., McBratney a, B., Minasny, B., Laslett, G.M., Mapping continuous depth functions of soil carbon storage and available water capacity (2009) Geoderma, 154, pp. 138-152
Meersmans, J., van Wesemael, B., De Ridder, F., Van Molle, M., Modelling the three-dimensional spatial distribution of soil organic carbon (SOC) at the regional scale (Flanders, Belgium) (2009) Geoderma, 152, pp. 43-52
Miller, B.A., Koszinski, S., Hierold, W., Schröder, B., Wehrhan, M., Sommer, M., Mapping soil carbon landscapes: issues of sampling scale and transferability (2015) Soil Till. Res., , (submitted)
Minasny, B., McBratney, A.B., A conditioned Latin hypercube method for sampling in the presence of ancillary information (2006) Comput. Geosci., 32, pp. 1378-1388
Minasny, B., McBratney, A.B., Mendonça-Santos, M.L., Odeh, I.O.A., Guyon, B., Prediction and digital mapping of soil carbon storage in the Lower Namoi Valley (2006) Aust. J. Soil Res., 44, pp. 233-244
Nadeu, E., Gobin, A., Fiener, P., van Wesemael, B., van Oost, K., Modelling the impact of agricultural management on soil carbon stocks at the regional scale: the role of lateral fluxes (2015) Glob. Chang. Biol., , In press
Nocita, M., Stevens, A., Toth, G., Panagos, P., van Wesemael, B., Montanarella, L., Prediction of soil organic carbon content by diffuse reflectance spectroscopy using a local partial least square regression approach (2014) Soil Biol. Biochem., 68, pp. 337-347
Nocita, M., Stevens, A., van Wesemael, B., Brown, D.J., Shepherd, K.D., Towett, E., Vargas, R., Montanarella, L., Soil spectroscopy: an opportunity to be seized (2014) Glob. Change Biol., pp. 2-4
Pebesma, E.J., Multivariable geostatistics in S: the gstat package (2004) Comput. Geosci., 30, pp. 683-691
Quine, T.A., Estimation of erosion rates from caesium-137 data: the calibration question (1995) Sediment and Water Quality in River Ctachement, pp. 307-329. , John Wiley & Sons, Chichester, I.D.L. Foster, A.M. Gurnell, B.W. Webb (Eds.)
Quinlan, J.R., Combining instance-based and model-based learning (1993) Proceedings of the Tenth International Conference on Ma- Chine Learning. 27-29 June, pp. 236-243. , Amherst, MA. Morgan Kaufman Publishers, San Francisco, Calif, P.E. Utgoff (Ed.)
(2012) R: A language and environment for statistical computing, , http://www.r-project.org, R Foundation for Statistical Computing
Ritchie, J.C., McCarty, G.W., Venteris, E.R., Kaspar, T.C., Soil and soil organic carbon redistribution on the landscape (2007) Geomorphology, 89, pp. 163-171
Rubin, J., Optimal classification into groups: an approach for solving the taxonomy problem (1967) J. Theor. Biol., 15, pp. 103-144
Rumpel, C., Kögel-Knabner, I., Deep soil organic matter-a key but poorly understood component of terrestrial C cycle (2011) Plant Soil, 338, pp. 143-158
Stevens, A., Ramirez-Lopez, L., An introduction to the prospectr package. (2013) R package Vignette R package version 0.1.3.
Stevens, A., Udelhoven, T., Denis, A., Tychon, B., Lioy, R., Hoffmann, L., van Wesemael, B., Measuring soil organic carbon in croplands at regional scale using airborne imaging spectroscopy (2010) Geoderma, 158, pp. 32-45
Stevens, A., van Wesemael, B., Bartholomeus, H., Rosillon, D., Tychon, B., Ben-Dor, E., Laboratory, field and airborne spectroscopy for monitoring organic carbon content in agricultural soils (2008) Geoderma, 144, pp. 395-404
Stockmann, U., Adams, M., Crawford, J.W., Field, D.J., Henakaarchchi, N., Jenkins, M., Minasny, B., Zimmermann, M., The knowns, known unknowns and unknowns of sequestration of soil organic carbon (2013) Agric. Ecosyst. Environ., 164, pp. 80-99
Tate, N.J., Brunsdon, C., Charlton, M., Fotheringham, A.S., Jarvis, C.H., Smoothing/filtering LiDAR digital surface models. Experiments with loess regression and discrete wavelets (2005) J. Geogr. Syst., 7, pp. 273-290
Van Oost, K., Govers, G., Desmet, P., Evaluating the effects of changes in landscape structure on soil erosion by water and tillage (2000) Landsc. Ecol., 15, pp. 577-589
Van Oost, K., Van Muysen, W., Govers, G., Heckrath, G., Quine, T.A., Poesen, J., Simulation of the redistribution of soil by tillage on complex topographies (2003) Eur. J. Soil Sci., 54, pp. 63-76
Van Oost, K., Van Muysen, W., Govers, G., Deckers, J., Quine, T., From water to tillage erosion dominated landform evolution (2005) Geomorphology, 72, pp. 193-203
Van Oost, K., Verstraeten, G., Doetterl, S., Notebaert, B., Wiaux, F., Broothaerts, N., Six, J., Legacy of human-induced C erosion and burial on soil-atmosphere C exchange (2012) Proc. Natl. Acad. Sci. U. S. A., 109, pp. 19492-19497
Van Wesemael, B., Paustian, K., Andrén, O., Cerri, C.E.P., Dodd, M., Etchevers, J., Goidts, E., Siebner, C., How can soil monitoring networks be used to improve predictions of organic carbon pool dynamics and CO2 fluxes in agricultural soils? (2011) Plant Soil, 338, pp. 247-259
Veronesi, F., Corstanje, R., Mayr, T., Mapping soil compaction in 3D with depth functions (2012) Soil Tillage Res., 124, pp. 111-118
Witcher, B., (2015), Waveslim a R package, version 1.7.5
Wolock, D.M., McCabe, G.J., Comparison of single and multiple flow direction algorithms for computing topographic parameters in TOPMODEL (1995) Water Resour. Res., 31, pp. 1315-1324