-
1
-
-
84888204738
-
Constructing a soil class map of Denmark based on the FAO legend using digital techniques
-
K. Adhikari, B. Minasny, M.B. Greve, and M.H. Greve Constructing a soil class map of Denmark based on the FAO legend using digital techniques Geoderma 214-215 2014 101 113
-
(2014)
Geoderma
, vol.214-215
, pp. 101-113
-
-
Adhikari, K.1
Minasny, B.2
Greve, M.B.3
Greve, M.H.4
-
2
-
-
15244346659
-
Digital soil mapping using artificial neural networks
-
T. Behrens, H. Förster, T. Scholten, U. Steinrücken, E.-D. Spies, and M. Goldschmitt Digital soil mapping using artificial neural networks J. Plant Nutr. Soil Sci. 168 1 2005 21 33
-
(2005)
J. Plant Nutr. Soil Sci.
, vol.168
, Issue.1
, pp. 21-33
-
-
Behrens, T.1
Förster, H.2
Scholten, T.3
Steinrücken, U.4
Spies, E.-D.5
Goldschmitt, M.6
-
3
-
-
0035478854
-
Random forest
-
L. Breiman Random forest Mach. Learn. 45 2001 5 32
-
(2001)
Mach. Learn.
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
6
-
-
0036887786
-
Quantitative mapping of soil types based on regression kriging of taxonomic distances with landform and land cover attributes
-
F. Carré, and M.C. Girard Quantitative mapping of soil types based on regression kriging of taxonomic distances with landform and land cover attributes Geoderma 110 3-4 2002 241 263
-
(2002)
Geoderma
, vol.110
, Issue.34
, pp. 241-263
-
-
Carré, F.1
Girard, M.C.2
-
7
-
-
0004079543
-
-
Of The European Community C. (European Community Publications, Bruxelles, Belgium)
-
Commission of the European Community CORINE Land Cover 1993 144 (European Community Publications, Bruxelles, Belgium)
-
(1993)
CORINE Land Cover
, pp. 144
-
-
-
9
-
-
60049098347
-
Spatial prediction of soil classes using digital terrain analysis and multinomial logistic regression modeling integrated in GIS. Examples from Vestfold County, Norway
-
M. Debella-Gilo, and B. Etzelmüller Spatial prediction of soil classes using digital terrain analysis and multinomial logistic regression modeling integrated in GIS. Examples from Vestfold County, Norway Catena 77 1 2009 8 18
-
(2009)
Catena
, vol.77
, Issue.1
, pp. 8-18
-
-
Debella-Gilo, M.1
Etzelmüller, B.2
-
10
-
-
38049042366
-
Extrapolating regional landscapes from an existing soil map: Sampling intensity, validation procedures, and integration of spatial context
-
C. Grinand, D. Arrouays, B. Laroche, and M.P. Martin Extrapolating regional landscapes from an existing soil map: sampling intensity, validation procedures, and integration of spatial context Geoderma 143 1-2 2008 180 190
-
(2008)
Geoderma
, vol.143
, Issue.12
, pp. 180-190
-
-
Grinand, C.1
Arrouays, D.2
Laroche, B.3
Martin, M.P.4
-
11
-
-
84860561187
-
Spatial disaggregation of complex soil map units: A decision-tree based approach in Bavarian forest soils
-
T. Häring, E. Dietz, S. Osenstetter, T. Koschitzki, and B. Schröder Spatial disaggregation of complex soil map units: a decision-tree based approach in Bavarian forest soils Geoderma 185-186 2012 37 47
-
(2012)
Geoderma
, vol.185-186
, pp. 37-47
-
-
Häring, T.1
Dietz, E.2
Osenstetter, S.3
Koschitzki, T.4
Schröder, B.5
-
12
-
-
76449086183
-
Soil map density and a nation's wealth and income
-
A.E. Hartemink, A.B. McBratney, L. Mendonca, Springer Dordrecht
-
A.E. Hartemink Soil map density and a nation's wealth and income A.E. Hartemink, A.B. McBratney, L. Mendonca, Digital Soil Mapping with Limited Data 2008 Springer Dordrecht 53 66
-
(2008)
Digital Soil Mapping with Limited Data
, pp. 53-66
-
-
Hartemink, A.E.1
-
14
-
-
84888203732
-
Predictive soil parent material mapping at a regional-scale: A random forest approach
-
B. Heung, C.E. Bulmer, and M.G. Schmidt Predictive soil parent material mapping at a regional-scale: a random forest approach Geoderma 214-215 2014 141 154
-
(2014)
Geoderma
, vol.214-215
, pp. 141-154
-
-
Heung, B.1
Bulmer, C.E.2
Schmidt, M.G.3
-
16
-
-
67349185839
-
Updating the 1:50,000 Dutch soil map using legacy soil data: A multinomial logistic regression approach
-
Kempen, B.; Brus, D.J.; Heuvelink, G.B.M.; Stoorvogel, J.J.; 2009. Updating the 1:50,000 Dutch soil map using legacy soil data: a multinomial logistic regression approach. Geoderma 151(3-4), 311-326.
-
(2009)
Geoderma
, vol.151
, Issue.3-4
, pp. 311-326
-
-
Kempen, B.1
Brus, D.J.2
Heuvelink, G.B.M.3
Stoorvogel, J.J.4
-
17
-
-
84866427686
-
Efficiency comparison of conventional and digital soil mapping for updating soil maps
-
B. Kempen, D.J. Brus, J.J. Stoorvogel, G.B.M. Heuvelink, and F. De Vries Efficiency comparison of conventional and digital soil mapping for updating soil maps Soil Sci. Soc. Am. J. 76 6 2012 2097 2115
-
(2012)
Soil Sci. Soc. Am. J.
, vol.76
, Issue.6
, pp. 2097-2115
-
-
Kempen, B.1
Brus, D.J.2
Stoorvogel, J.J.3
Heuvelink, G.B.M.4
De Vries, F.5
-
18
-
-
84865050369
-
Soil type mapping using the generalized linear geostatistical model: A case study in a Dutch cultivated peatland
-
B. Kempen, D.J. Brus, and G.B.M. Heuvelink Soil type mapping using the generalized linear geostatistical model: a case study in a Dutch cultivated peatland Geoderma 189-190 2012 540 553
-
(2012)
Geoderma
, vol.189-190
, pp. 540-553
-
-
Kempen, B.1
Brus, D.J.2
Heuvelink, G.B.M.3
-
19
-
-
0028886808
-
A soil survey procedure using the knowledge of soil pattern established on a previously mapped reference area
-
P. Lagacherie, J.P. Legros, and P. Burrough A soil survey procedure using the knowledge of soil pattern established on a previously mapped reference area Geoderma 65 3-4 1995 283 301
-
(1995)
Geoderma
, vol.65
, Issue.34
, pp. 283-301
-
-
Lagacherie, P.1
Legros, J.P.2
Burrough, P.3
-
20
-
-
84857087214
-
Extrapolation at regional scale of local soil knowledge using boosted classification trees: A two-step approach
-
B. Lemercier, M. Lacoste, M. Loum, and C. Walter Extrapolation at regional scale of local soil knowledge using boosted classification trees: a two-step approach Geoderma 171-172 2012 75 84
-
(2012)
Geoderma
, vol.171-172
, pp. 75-84
-
-
Lemercier, B.1
Lacoste, M.2
Loum, M.3
Walter, C.4
-
21
-
-
0345040873
-
Classification and regression by randomForest
-
A. Liaw, and M. Wiener Classification and regression by randomForest R News 2 3 2002 18 22
-
(2002)
R News
, vol.2
, Issue.3
, pp. 18-22
-
-
Liaw, A.1
Wiener, M.2
-
22
-
-
34447324617
-
Automated predictive ecological mapping in a Forest Region of B.C.; Canada, 2001-2005
-
R.A. MacMillan, D.E. Moon, and R.A. Coupe Automated predictive ecological mapping in a Forest Region of B.C.; Canada, 2001-2005 Geoderma 140 4 2007 353 373
-
(2007)
Geoderma
, vol.140
, Issue.4
, pp. 353-373
-
-
Macmillan, R.A.1
Moon, D.E.2
Coupe, R.A.3
-
23
-
-
0023512436
-
Quality of Soil Maps. A Comparison of Survey Methods in a Sandy Area
-
Netherlands Soil Survey Institute Wageningen
-
B.A. Marsman, and J.J. de Gruijter Quality of Soil Maps. A Comparison of Survey Methods in a Sandy Area Soil Survey Papers 15 1986 Netherlands Soil Survey Institute Wageningen
-
(1986)
Soil Survey Papers
, vol.15
-
-
Marsman, B.A.1
De Gruijter, J.J.2
-
24
-
-
0037592741
-
A global database of land surface parameters at 1 km resolution in meteorological and climate models
-
V. Masson, J.-L. Champeaux, F. Chauvin, C. Meriguet, and R. Lacaze A global database of land surface parameters at 1 km resolution in meteorological and climate models J. Clim. 16 9 2003 1261 1282
-
(2003)
J. Clim.
, vol.16
, Issue.9
, pp. 1261-1282
-
-
Masson, V.1
Champeaux, J.-L.2
Chauvin, F.3
Meriguet, C.4
Lacaze, R.5
-
26
-
-
84884365905
-
Semi-automated disaggregation of conventional soil maps using knowledge driven data mining and classification trees
-
T.W. Nauman, and J.A. Thompson Semi-automated disaggregation of conventional soil maps using knowledge driven data mining and classification trees Geoderma 213 2014 385 399
-
(2014)
Geoderma
, vol.213
, pp. 385-399
-
-
Nauman, T.W.1
Thompson, J.A.2
-
27
-
-
84888201835
-
Disaggregrating and harmonising soil map units through resampled classification trees
-
N.P. Odgers, W. Sun, A.B. McBratney, B. Minasny, and D. Clifford Disaggregrating and harmonising soil map units through resampled classification trees Geoderma 214-215 2014 91 100
-
(2014)
Geoderma
, vol.214-215
, pp. 91-100
-
-
Odgers, N.P.1
Sun, W.2
McBratney, A.B.3
Minasny, B.4
Clifford, D.5
-
29
-
-
84918543806
-
-
R Development Core Team R, R Foundation for Statistical Computing Vienna, Austria (URL:)
-
R Development Core Team R: A Language for Statistical Computing 2013 R Foundation for Statistical Computing Vienna, Austria (URL: http://www.R-project.org)
-
(2013)
R: A Language for Statistical Computing
-
-
-
30
-
-
77956102652
-
Analysis of requests for information and data from a national soil data centre in France
-
A.C. Richer de Forges, and D. Arrouays Analysis of requests for information and data from a national soil data centre in France Soil Use Manag. 26 3 2010 374 378
-
(2010)
Soil Use Manag.
, vol.26
, Issue.3
, pp. 374-378
-
-
Richer De Forges, A.C.1
Arrouays, D.2
-
31
-
-
0031255580
-
Selecting and interpreting measures of thematic classification accuracy
-
S.V. Stehman Selecting and interpreting measures of thematic classification accuracy Remote Sens. Environ. 62 1 1997 77 89
-
(1997)
Remote Sens. Environ.
, vol.62
, Issue.1
, pp. 77-89
-
-
Stehman, S.V.1
-
32
-
-
72449170109
-
An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests
-
C. Strobl, J. Malley, and G. Tutz An introduction to recursive partitioning: rationale, application, and characteristics of classification and regression trees, bagging, and random forests Psychol. Methods 14 4 2009 323 348
-
(2009)
Psychol. Methods
, vol.14
, Issue.4
, pp. 323-348
-
-
Strobl, C.1
Malley, J.2
Tutz, G.3
-
33
-
-
84884182879
-
Disaggregation of component soil series on an Ohio County soil survey map using possibilistic decision trees
-
S.K. Subburayalu, I. Jenhani, and B.K. Slater Disaggregation of component soil series on an Ohio County soil survey map using possibilistic decision trees Geoderma 213 2014 334 345
-
(2014)
Geoderma
, vol.213
, pp. 334-345
-
-
Subburayalu, S.K.1
Jenhani, I.2
Slater, B.K.3
-
34
-
-
0003516711
-
An introduction to recursive partitioning using the RPART routines
-
Mayo Foundation
-
T.M. Therneau, and E.J. Atkinson An introduction to recursive partitioning using the RPART routines Technical Report 2013 Mayo Foundation (http://cran.r-project.org/web/packages/rpart/vignettes/longintro.pdf)
-
(2013)
Technical Report
-
-
Therneau, T.M.1
Atkinson, E.J.2
-
35
-
-
84927613089
-
Carte géologique harmonisée du Département de L'Eure
-
J. Van Lint, D. Giot, and Y. Callec Carte géologique harmonisée du Département de L'Eure BRGM/RP-52766-FR 2003 (97 pp.)
-
(2003)
BRGM/RP-52766-FR
, pp. 97p
-
-
Van Lint, J.1
Giot, D.2
Callec, Y.3
-
36
-
-
84893008867
-
Functional digital soil mapping: A case study from Namarroi, Mozambique
-
G.M. van Zijl, D. Brouwer, J.J. van Tol, and P.A.L. le Roux Functional digital soil mapping: a case study from Namarroi, Mozambique Geoderma 219-220 2014 155 161
-
(2014)
Geoderma
, vol.219-220
, pp. 155-161
-
-
Van Zijl, G.M.1
Brouwer, D.2
Van Tol, J.J.3
Le Roux, P.A.L.4
-
38
-
-
0024838750
-
On the Akaike Information Criterion for choosing models for variograms of soil properties
-
R. Webster, and A.B. McBratney On the Akaike Information Criterion for choosing models for variograms of soil properties J. Soil Sci. 40 3 1989 493 496
-
(1989)
J. Soil Sci.
, vol.40
, Issue.3
, pp. 493-496
-
-
Webster, R.1
McBratney, A.B.2
-
39
-
-
79951813354
-
Digital mapping of soil organic matter stocks using Random Forest modeling in a semi-arid steppe ecosystem
-
M. Wiesmeier, F. Barthold, B. Blank, and I. Kögel-Knaber Digital mapping of soil organic matter stocks using Random Forest modeling in a semi-arid steppe ecosystem Plant Soil 340 1 2011 7 24
-
(2011)
Plant Soil
, vol.340
, Issue.1
, pp. 7-24
-
-
Wiesmeier, M.1
Barthold, F.2
Blank, B.3
Kögel-Knaber, I.4
-
40
-
-
84893699207
-
-
Serda Editions Bois-Guillaume, France
-
C. Wolf, J.L. Cintrat, M. Hurard, C. Lechevalier, J.F. Ouvry, and O. Scheurer Carte des sols de Haute-Normandie 1998 Serda Editions Bois-Guillaume, France
-
(1998)
Carte des Sols de Haute-Normandie
-
-
Wolf, C.1
Cintrat, J.L.2
Hurard, M.3
Lechevalier, C.4
Ouvry, J.F.5
Scheurer, O.6
-
41
-
-
83055171416
-
Updating conventional soil maps through digital soil mapping
-
L. Yang, Y. Jiao, F. Sherif, A.-X. Zhu, S. Hann, J.E. Burt, and F. Qi Updating conventional soil maps through digital soil mapping Soil Sci. Soc. Am. J. 75 3 2011 1044 1053
-
(2011)
Soil Sci. Soc. Am. J.
, vol.75
, Issue.3
, pp. 1044-1053
-
-
Yang, L.1
Jiao, Y.2
Sherif, F.3
Zhu, A.-X.4
Hann, S.5
Burt, J.E.6
Qi, F.7
-
42
-
-
0034873541
-
Soil mapping using GIS, expert knowledge, and fuzzy logic
-
A.-X. Zhu, B. Hudson, J. Burt, K. Lubich, and D. Simonson Soil mapping using GIS, expert knowledge, and fuzzy logic Soil Sci. Soc. Am. J. 65 5 2001 1463 1472
-
(2001)
Soil Sci. Soc. Am. J.
, vol.65
, Issue.5
, pp. 1463-1472
-
-
Zhu, A.-X.1
Hudson, B.2
Burt, J.3
Lubich, K.4
Simonson, D.5
|