-
1
-
-
0024701578
-
Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra
-
doi:10.1366/0003702894202201
-
Barnes, R.J., M.S. Dhanoa, and S.J. Lister. 1989. Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra. Appl. Spectrosc. 43:772-777. doi:10.1366/0003702894202201
-
(1989)
Appl. Spectrosc.
, vol.43
, pp. 772-777
-
-
Barnes, R.J.1
Dhanoa, M.S.2
Lister, S.J.3
-
2
-
-
47249120138
-
A novel method of classifying soil profiles in the field using optical means
-
doi:10.2136/sssaj2006.0059
-
Ben-Dor, E., D. Heller, and A. Chudnovsky. 2008. A novel method of classifying soil profiles in the field using optical means. Soil Sci. Soc. Am. J. 72:1113-1123. doi:10.2136/sssaj2006.0059
-
(2008)
Soil Sci. Soc. Am. J.
, vol.72
, pp. 1113-1123
-
-
Ben-Dor, E.1
Heller, D.2
Chudnovsky, A.3
-
3
-
-
0035478854
-
Random forests
-
doi:10.1023/A:1010933404324
-
Breiman, L. 2001. Random forests. Mach. Learn. 45:5-32. doi:10.1023/A:1010933404324
-
(2001)
Mach. Learn.
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
4
-
-
0003802343
-
-
Wadsworth Int. Group, Belmont, Calif.
-
Breiman, L., J.H. Friedman, R.A. Olshen, and C.J. Stone. 1984. Classification and regression trees. Wadsworth Int. Group, Belmont, Calif.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
5
-
-
72149132535
-
On-the-go VisNIR: Potential and limitations for mapping soil clay and organic carbon
-
doi:10.1016/j.compag.2009.10.006
-
Bricklemyer, R.S., and D.J. Brown. 2010. On-the-go VisNIR: Potential and limitations for mapping soil clay and organic carbon. Comput. Electron. Agric. 70:209-216. doi:10.1016/j.compag.2009.10.006
-
(2010)
Comput. Electron. Agric.
, vol.70
, pp. 209-216
-
-
Bricklemyer, R.S.1
Brown, D.J.2
-
6
-
-
84866359060
-
Soil profile organic carbon prediction with visible-near infrared reflectance spectroscopy based on a national database
-
B. Minasny, B. Malone, and A.B. McBratney, editors, Digital soil assessments and beyond. Sydney, Australia. 10-13 Apr. 2012. Taylor and Francis Group, London
-
Deng, F., M. Knadel, Y. Peng, G. Heckrath, M.H. Greve, and B. Minasny. 2012. Soil profile organic carbon prediction with visible-near infrared reflectance spectroscopy based on a national database. In: B. Minasny, B. Malone, and A.B. McBratney, editors, Digital soil assessments and beyond. Proceedings of the 5th Global Workshop on digital soil mapping. Sydney, Australia. 10-13 Apr. 2012. Taylor and Francis Group, London. p. 409-413.
-
(2012)
Proceedings of the 5th Global Workshop on Digital Soil Mapping
, pp. 409-413
-
-
Deng, F.1
Knadel, M.2
Peng, Y.3
Heckrath, G.4
Greve, M.H.5
Minasny, B.6
-
7
-
-
84861861419
-
Carbon cycling in eroding landscapes: Geomorphic controls on soil organic C pool composition and C stabilization
-
doi:10.1111/j.1365-2486.2012.02680.x
-
Doetterl, S., J. Six, B. Van Wesemael, and K. Van Oost. 2012. Carbon cycling in eroding landscapes: Geomorphic controls on soil organic C pool composition and C stabilization. Glob. Change Biol. 18:2218-2232. doi:10.1111/j.1365-2486.2012.02680.x
-
(2012)
Glob. Change Biol.
, vol.18
, pp. 2218-2232
-
-
Doetterl, S.1
Six, J.2
Van Wesemael, B.3
Van Oost, K.4
-
8
-
-
83155172835
-
Digital soil mapping and modeling at continental scales: Finding solutions for global issues
-
doi:10.2136/sssaj2011.0025
-
Grunwald, S., J.A. Thompson, and J.L. Boettinger. 2011. Digital soil mapping and modeling at continental scales: Finding solutions for global issues. Soil Sci. Soc. Am. J. 75:1201-1213. doi:10.2136/sssaj2011.0025
-
(2011)
Soil Sci. Soc. Am. J.
, vol.75
, pp. 1201-1213
-
-
Grunwald, S.1
Thompson, J.A.2
Boettinger, J.L.3
-
9
-
-
84894887900
-
Computer aided design of experiments
-
doi:10.1080/00401706.1969.10490666
-
Kennard, R.W., and L.A. Stone. 1969. Computer aided design of experiments. Technometrics 11:137-148. doi:10.1080/00401706.1969.10490666
-
(1969)
Technometrics
, vol.11
, pp. 137-148
-
-
Kennard, R.W.1
Stone, L.A.2
-
10
-
-
82955239785
-
Multisensor on-the-go mapping of soil organic carbon content
-
doi:10.2136/sssaj2010.0452
-
Knadel, M., A. Thomsen, and M.H. Greve. 2011. Multisensor on-the-go mapping of soil organic carbon content. Soil Sci. Soc. Am. J. 75:1799-1806. doi:10.2136/sssaj2010.0452
-
(2011)
Soil Sci. Soc. Am. J.
, vol.75
, pp. 1799-1806
-
-
Knadel, M.1
Thomsen, A.2
Greve, M.H.3
-
11
-
-
59249094016
-
-
R package, version 5.15 (accessed 8 May 2012)
-
Kuhn, M., J. Wing, S. Weston, A. Williams, C. Keefer, and A. Engelhardt. 2012. Caret: Classification and regression training. R package, version 5.15. http://cran.r-project.org/web/packages/caret/ (accessed 8 May 2012).
-
(2012)
Caret: Classification and Regression Training
-
-
Kuhn, M.1
Wing, J.2
Weston, S.3
Williams, A.4
Keefer, C.5
Engelhardt, A.6
-
12
-
-
77954655343
-
Predicting soil carbon and nitrogen concentrations and pasture root densities from proximally sensed soil spectral reflectance
-
R.A. Viscarra Rossel, A.B. McBratney, and B. Minasny, editors, Proximal sensing. Springer, Amsterdam, the Netherlands
-
Kusumo, B.H., M.J. Hedley, M.P. Tuohy, C.B. Hedley, and G.C. Arnold. 2010. Predicting soil carbon and nitrogen concentrations and pasture root densities from proximally sensed soil spectral reflectance. In: R.A. Viscarra Rossel, A.B. McBratney, and B. Minasny, editors, Proximal sensing. Progress in soil science 1. Springer, Amsterdam, the Netherlands. p. 177-190.
-
(2010)
Progress in Soil Science
, vol.1
, pp. 177-190
-
-
Kusumo, B.H.1
Hedley, M.J.2
Tuohy, M.P.3
Hedley, C.B.4
Arnold, G.C.5
-
13
-
-
33750952149
-
Spectral soil analysis and inference systems: A powerful combination for solving the soil data crisis
-
doi:10.1016/j.geoderma.2006.03.051
-
McBratney, A.B., B. Minasny, and R.A. Viscarra Rossel. 2006. Spectral soil analysis and inference systems: A powerful combination for solving the soil data crisis. Geoderma 136:272-278. doi:10.1016/j.geoderma.2006.03.051
-
(2006)
Geoderma
, vol.136
, pp. 272-278
-
-
McBratney, A.B.1
Minasny, B.2
Viscarra Rossel, R.A.3
-
14
-
-
50249188241
-
Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy
-
doi:10.1016/j.chemolab.2008.06.003
-
Minasny, B., and A.B. McBratney. 2008. Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy. Chemom. Intell. Lab. Syst. 94:72-79. doi:10.1016/j.chemolab.2008.06.003
-
(2008)
Chemom. Intell. Lab. Syst.
, vol.94
, pp. 72-79
-
-
Minasny, B.1
McBratney, A.B.2
-
15
-
-
80055048522
-
Removing the effect of soil moisture from NIR diffuse reflectance spectra for the prediction of soil organic carbon
-
doi:10.1016/j.geoderma.2011.09.008
-
Minasny, B., A.B. McBratney, V. Bellon-Maurel, J.-M. Roger, A. Gobrecht, L. Ferrand, and S. Joalland. 2011. Removing the effect of soil moisture from NIR diffuse reflectance spectra for the prediction of soil organic carbon. Geoderma 167-168:118-124. doi:10.1016/j.geoderma.2011.09.008
-
(2011)
Geoderma
, vol.167-168
, pp. 118-124
-
-
Minasny, B.1
McBratney, A.B.2
Bellon-Maurel, V.3
Roger, J.-M.4
Gobrecht, A.5
Ferrand, L.6
Joalland, S.7
-
16
-
-
79956282706
-
Optical sensing and chemometric analysis of soil organic carbon - A cost effective alternative to conventional laboratory methods?
-
doi:10.1111/j.1475-2743.2011.00337.x
-
O'Rourke, S.M., and N.M. Holden. 2011. Optical sensing and chemometric analysis of soil organic carbon - A cost effective alternative to conventional laboratory methods? Soil Use Manage. 27:143-155. doi:10.1111/j.1475-2743.2011. 00337.x
-
(2011)
Soil Use Manage
, vol.27
, pp. 143-155
-
-
O'Rourke, S.M.1
Holden, N.M.2
-
17
-
-
85144600007
-
Combining instance-based and model-based learning
-
P.E. Utgoff, editor. 27-29 June. Amherst, MA. Morgan Kaufman Publishers, San Francisco, Calif.
-
Quinlan, J.R. 1993. Combining instance-based and model-based learning. In P.E. Utgoff, editor, Proceedings of the Tenth International Conference on Machine Learning. 27-29 June. Amherst, MA. Morgan Kaufman Publishers, San Francisco, Calif. p. 236-243.
-
(1993)
Proceedings of the Tenth International Conference on Machine Learning
, pp. 236-243
-
-
Quinlan, J.R.1
-
18
-
-
84863304598
-
-
R Development Core Team. R Foundation for Statistical Computing
-
R Development Core Team. 2012. R: A language and environment for statistical computing. R Foundation for Statistical Computing. http://www.r-project.org.
-
(2012)
R: A Language and Environment for Statistical Computing
-
-
-
19
-
-
68449093194
-
Digital soil map of the world
-
doi:10.1126/science.1175084
-
Sanchez, P.A., et al. 2009. Digital soil map of the world. Science 325:680-681. doi:10.1126/science.1175084
-
(2009)
Science
, vol.325
, pp. 680-681
-
-
Sanchez, P.A.1
-
20
-
-
0042553279
-
Smoothing and differentiation of data by simplified least squares procedures
-
doi:10.1021/ac60214a047
-
Savitzky, A., and M.J.E. Golay. 1964. Smoothing and differentiation of data by simplified least squares procedures. Anal. Chem. 36:1627-1639. doi:10.1021/ac60214a047
-
(1964)
Anal. Chem.
, vol.36
, pp. 1627-1639
-
-
Savitzky, A.1
Golay, M.J.E.2
-
21
-
-
0036158181
-
Inorganic carbon analysis by modified pressure-calcimeter method
-
doi:10.2136/sssaj2002.0299
-
Sherrod, L.A., G. Dunn, G.A. Peterson, and R.L. Kolberg. 2002. Inorganic carbon analysis by modified pressure-calcimeter method. Soil Sci. Soc. Am. J. 66:299-305. doi:10.2136/sssaj2002.0299
-
(2002)
Soil Sci. Soc. Am. J.
, vol.66
, pp. 299-305
-
-
Sherrod, L.A.1
Dunn, G.2
Peterson, G.A.3
Kolberg, R.L.4
-
22
-
-
4043137356
-
A tutorial on support vector regression
-
doi:10.1023/B:STCO.0000035301.49549.88
-
Smola, A.J., and B. Schölkopf. 2004. A tutorial on support vector regression. Stat. Comput. 14:199-222. doi:10.1023/B:STCO.0000035301.49549.88
-
(2004)
Stat. Comput.
, vol.14
, pp. 199-222
-
-
Smola, A.J.1
Schölkopf, B.2
-
23
-
-
77954634711
-
Visible and near infrared spectroscopy in soil science
-
doi:10.1016/S0065-2113(10)07005-7
-
Stenberg, B., R.A. Viscarra Rossel, A.M. Mouazen, and J. Wetterlind. 2010. Visible and near infrared spectroscopy in soil science. Adv. Agron. 107:163-215. doi:10.1016/S0065-2113(10)07005-7
-
(2010)
Adv. Agron.
, vol.107
, pp. 163-215
-
-
Stenberg, B.1
Viscarra Rossel, R.A.2
Mouazen, A.M.3
Wetterlind, J.4
-
24
-
-
84880728221
-
The completed database of Belgian soil profile data and its applicability in planning and management of rural land. (In French.)
-
Van Orshoven, J., J.A. Deckers, D. Vandenbroucke, and J. Feyen. 1993. The completed database of Belgian soil profile data and its applicability in planning and management of rural land. (In French.) Bull. Rech. Agron. Gembloux 28:193-212.
-
(1993)
Bull. Rech. Agron. Gembloux
, vol.28
, pp. 193-212
-
-
Van Orshoven, J.1
Deckers, J.A.2
Vandenbroucke, D.3
Feyen, J.4
-
25
-
-
0024197126
-
A structured database of Belgian soil profile data
-
Van Orshoven, J., J. Maes, H. Vereecken, J. Feyen, and R. Dudal. 1988. A structured database of Belgian soil profile data. Pedologie 38:191-206.
-
(1988)
Pedologie
, vol.38
, pp. 191-206
-
-
Van Orshoven, J.1
Maes, J.2
Vereecken, H.3
Feyen, J.4
Dudal, R.5
-
26
-
-
77957061505
-
Agricultural management explains historic changes in regional soil carbon stocks
-
Van Wesemael, B., Paustian, K., Meersmans, J., Goidts, E., Barancikova, G., Easter, M. 2010. Agricultural management explains historic changes in regional soil carbon stocks. Proc. Natl. Acad. Sci. USA 107(33):14,926-14,930.
-
(2010)
Proc. Natl. Acad. Sci. USA
, vol.107
, Issue.33
, pp. 14926-14930
-
-
Van Wesemael, B.1
Paustian, K.2
Meersmans, J.3
Goidts, E.4
Barancikova, G.5
Easter, M.6
-
27
-
-
77953621099
-
Using data mining to model and interpret soil diffuse reflectance spectra
-
doi:10.1016/j.geoderma.2009.12.025
-
Viscarra Rossel, R.A., and T. Behrens. 2010. Using data mining to model and interpret soil diffuse reflectance spectra. Geoderma 158:46-54. doi:10.1016/j.geoderma.2009.12.025
-
(2010)
Geoderma
, vol.158
, pp. 46-54
-
-
Viscarra Rossel, R.A.1
Behrens, T.2
-
28
-
-
0035965476
-
PLS-regression: A basic tool of chemometrics
-
doi:10.1016/S0169-7439(01)00155-1
-
Wold, S., M. Sjöström, and L. Eriksson. 2001. PLS-regression: A basic tool of chemometrics. Chemom. Intell. Lab. Syst. 58:109-130. doi:10.1016/S0169-7439(01)00155-1
-
(2001)
Chemom. Intell. Lab. Syst.
, vol.58
, pp. 109-130
-
-
Wold, S.1
Sjöström, M.2
Eriksson, L.3
|