-
1
-
-
67349286180
-
Spatial prediction of soil properties in temperate mountain regions using support vector regression
-
Ballabio C. Spatial prediction of soil properties in temperate mountain regions using support vector regression. Geoderma 2009, 15:338-350.
-
(2009)
Geoderma
, vol.15
, pp. 338-350
-
-
Ballabio, C.1
-
2
-
-
0027066209
-
Calibration and validation of a soil-landscape model for predicting soil drainage class
-
Bell J.C., Cunningham R.L., Havens M.W. Calibration and validation of a soil-landscape model for predicting soil drainage class. Soil Science Society of America Journal 1992, 56:1860-1866.
-
(1992)
Soil Science Society of America Journal
, vol.56
, pp. 1860-1866
-
-
Bell, J.C.1
Cunningham, R.L.2
Havens, M.W.3
-
3
-
-
0642377996
-
Everything (or almost everything) about the Kappa coefficient
-
Bergeri I., Michel R., Boutin J.P. Everything (or almost everything) about the Kappa coefficient. Medecine Tropropicale 2002, 62:634-636.
-
(2002)
Medecine Tropropicale
, vol.62
, pp. 634-636
-
-
Bergeri, I.1
Michel, R.2
Boutin, J.P.3
-
4
-
-
0018441920
-
A physically based, variable contributing area model of basin hydrology
-
Beven K.J., Kirkby M.J. A physically based, variable contributing area model of basin hydrology. Hydrological Sciences Journal 1979, 24:43-69.
-
(1979)
Hydrological Sciences Journal
, vol.24
, pp. 43-69
-
-
Beven, K.J.1
Kirkby, M.J.2
-
6
-
-
77649271459
-
Predictive mapping of soil organic carbon in wet cultivated lands using classification-tree based models: the case study of Denmark
-
Bou Kheir R., Greve M.H., Bocher P.K., Greve M.B., Larsen R., McCloy K. Predictive mapping of soil organic carbon in wet cultivated lands using classification-tree based models: the case study of Denmark. Journal of Environmental Management 2010, 91:1150-1160.
-
(2010)
Journal of Environmental Management
, vol.91
, pp. 1150-1160
-
-
Bou Kheir, R.1
Greve, M.H.2
Bocher, P.K.3
Greve, M.B.4
Larsen, R.5
McCloy, K.6
-
7
-
-
0030211964
-
Bagging predictors
-
Breiman L. Bagging predictors. Machine Learning 1996, 24:123-140.
-
(1996)
Machine Learning
, vol.24
, pp. 123-140
-
-
Breiman, L.1
-
8
-
-
0000245743
-
Statistical modeling: the two cultures
-
Breiman L. Statistical modeling: the two cultures. Statistical Science 2001, 16:199-215.
-
(2001)
Statistical Science
, vol.16
, pp. 199-215
-
-
Breiman, L.1
-
9
-
-
0003802343
-
-
Wadsworth & Brooks, Monterey
-
Breiman L., Friedman J.H., Olshen R.A., Stone C.J. Classification and Regression Trees 1984, Wadsworth & Brooks, Monterey.
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
10
-
-
0037225419
-
A strategy to fill gaps in soil survey over large spatial extents: an example from the Murray-Darling basin of Australia
-
Bui E.N., Moran C.J. A strategy to fill gaps in soil survey over large spatial extents: an example from the Murray-Darling basin of Australia. Geoderma 2003, 111:21-44.
-
(2003)
Geoderma
, vol.111
, pp. 21-44
-
-
Bui, E.N.1
Moran, C.J.2
-
12
-
-
30344465351
-
Knowledge discovery from models of soil properties developed through data mining
-
Bui E.N., Henderson B.L., Viergever K. Knowledge discovery from models of soil properties developed through data mining. Ecological Modelling 2006, 191:431-446.
-
(2006)
Ecological Modelling
, vol.191
, pp. 431-446
-
-
Bui, E.N.1
Henderson, B.L.2
Viergever, K.3
-
13
-
-
79960966122
-
Carte géologique numérique à 1:250 000 du Massif armoricain
-
Chantraine J., Rabu D., Béchennec F. Carte géologique numérique à 1:250 000 du Massif armoricain. Map 2002.
-
(2002)
Map
-
-
Chantraine, J.1
Rabu, D.2
Béchennec, F.3
-
15
-
-
84871294336
-
-
CRC Press, Boca Raton, Florida, United States
-
Congalton R.G., Green K. Assessing the Accuracy of Remotely Sensed Data, Principles and Practices (2nd ed) 2009, CRC Press, Boca Raton, Florida, United States.
-
(2009)
Assessing the Accuracy of Remotely Sensed Data, Principles and Practices (2nd ed)
-
-
Congalton, R.G.1
Green, K.2
-
16
-
-
77955271782
-
Combining spatial data in landslide reactivation susceptibility mapping: a likelihood ratio-based approach in W Belgium
-
Dewitte O., Chung C.J., Cornet Y., Daoudi M., Demoulin A. Combining spatial data in landslide reactivation susceptibility mapping: a likelihood ratio-based approach in W Belgium. Geomorphology 2010, 122:153-166.
-
(2010)
Geomorphology
, vol.122
, pp. 153-166
-
-
Dewitte, O.1
Chung, C.J.2
Cornet, Y.3
Daoudi, M.4
Demoulin, A.5
-
17
-
-
77955827713
-
Soil mapping applications
-
Elsevier, T. Hengl, H.I. Reuter (Eds.)
-
Dobos E., Hengl T. Soil mapping applications. Developments in Soil Science 2009, 33:461-480. Elsevier. T. Hengl, H.I. Reuter (Eds.).
-
(2009)
Developments in Soil Science
, vol.33
, pp. 461-480
-
-
Dobos, E.1
Hengl, T.2
-
20
-
-
77952883946
-
Modeling soil erosion and its response to land-use change in hilly catchments of the Chinese Loess Plateau
-
Feng X.M., Wang Y.F., Chen L.D., Fu B.J., Bai G.S. Modeling soil erosion and its response to land-use change in hilly catchments of the Chinese Loess Plateau. Geomorphology 2010, 118:239-248.
-
(2010)
Geomorphology
, vol.118
, pp. 239-248
-
-
Feng, X.M.1
Wang, Y.F.2
Chen, L.D.3
Fu, B.J.4
Bai, G.S.5
-
21
-
-
0141707664
-
Loess in Europe - mass accumulation rates during the Last Glacial Period
-
Frechen M., Oches E.A., Kohfeld K.E. Loess in Europe - mass accumulation rates during the Last Glacial Period. Quaternary Science Reviews 2003, 22:1835-1857.
-
(2003)
Quaternary Science Reviews
, vol.22
, pp. 1835-1857
-
-
Frechen, M.1
Oches, E.A.2
Kohfeld, K.E.3
-
23
-
-
0035470889
-
Greedy function approximation: a gradient boosting machine
-
Friedman J.H. Greedy function approximation: a gradient boosting machine. The Annals of Statistics 2001, 29:1189-1232.
-
(2001)
The Annals of Statistics
, vol.29
, pp. 1189-1232
-
-
Friedman, J.H.1
-
25
-
-
0038702163
-
Multiple additive regression trees with application in epidemiology
-
Friedman J.H., Meulman J.J. Multiple additive regression trees with application in epidemiology. Statistics in Medicine 2003, 22:1365-1381.
-
(2003)
Statistics in Medicine
, vol.22
, pp. 1365-1381
-
-
Friedman, J.H.1
Meulman, J.J.2
-
27
-
-
0242633088
-
Les zones contributives de fond de vallée: localisation, structure et fonctionnement hydrodynamique
-
INRA (Ed.)
-
Gascuel-Odoux C. Les zones contributives de fond de vallée: localisation, structure et fonctionnement hydrodynamique. Agriculture intensive et qualité des eaux. Cheverry, C., Paris 1998, 129-141. INRA (Ed.).
-
(1998)
Agriculture intensive et qualité des eaux. Cheverry, C., Paris
, pp. 129-141
-
-
Gascuel-Odoux, C.1
-
29
-
-
38049042366
-
Extrapolating regional soil landscapes from an existing soil map: sampling intensity, validation procedures, and integration of spatial context
-
Grinand C., Arrouays D., Laroche B., Martin M.P. Extrapolating regional soil landscapes from an existing soil map: sampling intensity, validation procedures, and integration of spatial context. Geoderma 2008, 143:180-190.
-
(2008)
Geoderma
, vol.143
, pp. 180-190
-
-
Grinand, C.1
Arrouays, D.2
Laroche, B.3
Martin, M.P.4
-
30
-
-
34249939352
-
Loess in Europe - its spatial distribution based on a European Loess Map, scale 1: 2,500,000
-
Haase D., Fink J., Haase G., Ruske R., Pecsi M., Richter H., Altermann M., Jager K.D. Loess in Europe - its spatial distribution based on a European Loess Map, scale 1: 2,500,000. Quaternary Science Reviews 2007, 26:1301-1312.
-
(2007)
Quaternary Science Reviews
, vol.26
, pp. 1301-1312
-
-
Haase, D.1
Fink, J.2
Haase, G.3
Ruske, R.4
Pecsi, M.5
Richter, H.6
Altermann, M.7
Jager, K.D.8
-
31
-
-
9644281522
-
Australia-wide predictions of soil properties using, decision trees
-
Henderson B.L., Bui E.N., Moran C.J., Simon D.A.P. Australia-wide predictions of soil properties using, decision trees. Geoderma 2005, 124:383-398.
-
(2005)
Geoderma
, vol.124
, pp. 383-398
-
-
Henderson, B.L.1
Bui, E.N.2
Moran, C.J.3
Simon, D.A.P.4
-
32
-
-
77955797069
-
Geomorphometry - a key to landscape mapping and modelling
-
Elsevier, Amsterdam, T. Hengl, H.I. Reuter (Eds.)
-
Hengl T., MacMillan R.A. Geomorphometry - a key to landscape mapping and modelling. Developments in Soil Science 2009, 33:433-460. Elsevier, Amsterdam. T. Hengl, H.I. Reuter (Eds.).
-
(2009)
Developments in Soil Science
, vol.33
, pp. 433-460
-
-
Hengl, T.1
MacMillan, R.A.2
-
33
-
-
79960952402
-
-
IGN
-
IGN BD ALTI® http://www.ign.fr.
-
BD ALTI®
-
-
-
34
-
-
58549093755
-
World Reference Base for Soil Resources 2006, first update 2007
-
IUSS Working Group
-
IUSS Working Group WRB World Reference Base for Soil Resources 2006, first update 2007. World Soil Resources Reports No. 103. FAO, Rome 2007.
-
(2007)
World Soil Resources Reports No. 103. FAO, Rome
-
-
-
35
-
-
0004059979
-
-
A System of Quantitative Pedology, McGraw-Hill, New York
-
Jenny H. Factors of Soil Formation 1941, A System of Quantitative Pedology, McGraw-Hill, New York.
-
(1941)
Factors of Soil Formation
-
-
Jenny, H.1
-
38
-
-
0028886808
-
A soil survey procedure using the knowledge of soil pattern established on a previously mapped reference area
-
Lagacherie P., Legros J.P., Burrough P.A. A soil survey procedure using the knowledge of soil pattern established on a previously mapped reference area. Geoderma 1995, 65:283-301.
-
(1995)
Geoderma
, vol.65
, pp. 283-301
-
-
Lagacherie, P.1
Legros, J.P.2
Burrough, P.A.3
-
39
-
-
1842431416
-
Classification of remotely sensed imagery using stochastic gradient boosting as a refinement of classification tree analysis
-
Lawrence R., Bunn A., Powell S., Zambon M. Classification of remotely sensed imagery using stochastic gradient boosting as a refinement of classification tree analysis. Remote Sensing of Environment 2004, 90:331-336.
-
(2004)
Remote Sensing of Environment
, vol.90
, pp. 331-336
-
-
Lawrence, R.1
Bunn, A.2
Powell, S.3
Zambon, M.4
-
41
-
-
0348103531
-
Modelisation informatique de la repartition des sols dans le Parc Naturel Régional du Pilat.
-
Legros J.P., Bonneric P. Modelisation informatique de la repartition des sols dans le Parc Naturel Régional du Pilat. Annales de l'Université de Savoie, Tome 4, Sciences 1979, 63-68.
-
(1979)
Annales de l'Université de Savoie, Tome 4, Sciences
, pp. 63-68
-
-
Legros, J.P.1
Bonneric, P.2
-
42
-
-
84857087214
-
-
in press. Extrapolation at regional scale of local soil knowledge using boosted classification trees: a two step approach, Geoderma. doi:.
-
Lemercier, B., Lacoste, M., Loum, M., Walter, C., in press. Extrapolation at regional scale of local soil knowledge using boosted classification trees: a two step approach, Geoderma. doi:. doi:10.1016/j.geoderma.2011.03.010.
-
-
-
Lemercier, B.1
Lacoste, M.2
Loum, M.3
Walter, C.4
-
43
-
-
0034274591
-
A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms
-
Lim T.S., Loh W.Y., Shih Y.S. A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms. Machine Learning 2000, 40:203-228.
-
(2000)
Machine Learning
, vol.40
, pp. 203-228
-
-
Lim, T.S.1
Loh, W.Y.2
Shih, Y.S.3
-
44
-
-
13444301587
-
Assessment of soil spatial variability at multiple scales
-
Lin H.S., Wheeler D., Bell J., Wilding L. Assessment of soil spatial variability at multiple scales. Ecological Modelling 2005, 182:271-290.
-
(2005)
Ecological Modelling
, vol.182
, pp. 271-290
-
-
Lin, H.S.1
Wheeler, D.2
Bell, J.3
Wilding, L.4
-
45
-
-
62549098181
-
Optimizing pedotransfer functions for estimating soil bulk density using boosted regression trees
-
Martin M.P., Seen D.l., Boulonne L., Jolivet C., Nair K.M., Bourgeon G., Arrouays D. Optimizing pedotransfer functions for estimating soil bulk density using boosted regression trees. Soil Science Society of America Journal 2009, 73:485-493.
-
(2009)
Soil Science Society of America Journal
, vol.73
, pp. 485-493
-
-
Martin, M.P.1
Seen, D.2
Boulonne, L.3
Jolivet, C.4
Nair, K.M.5
Bourgeon, G.6
Arrouays, D.7
-
47
-
-
0027834595
-
A quantitative Australian approach to medium and small scale surveys based on soil stratigraphy and environmental correlation
-
McKenzie N.J., Austin M.P. A quantitative Australian approach to medium and small scale surveys based on soil stratigraphy and environmental correlation. Geoderma 1993, 57:329-355.
-
(1993)
Geoderma
, vol.57
, pp. 329-355
-
-
McKenzie, N.J.1
Austin, M.P.2
-
48
-
-
0032895729
-
Spatial prediction of soil properties using environmental correlation
-
McKenzie N.J., Ryan P.J. Spatial prediction of soil properties using environmental correlation. Geoderma 1999, 89:67-94.
-
(1999)
Geoderma
, vol.89
, pp. 67-94
-
-
McKenzie, N.J.1
Ryan, P.J.2
-
49
-
-
0028849464
-
Mapping waterlogging of soils using digital terrain models
-
Merot P., Ezzahar B., Walter C., Aurousseau P. Mapping waterlogging of soils using digital terrain models. Hydrological Processes 1995, 9:27-34.
-
(1995)
Hydrological Processes
, vol.9
, pp. 27-34
-
-
Merot, P.1
Ezzahar, B.2
Walter, C.3
Aurousseau, P.4
-
50
-
-
0037405318
-
Testing a climato-topographic index for predicting wetlands distribution along an European climate gradient
-
Merot P., Squividant H., Aurousseau P., Hefting M., Burt T., Maitre V., Kruk M., Butturini A., Thenail C., Viaud V. Testing a climato-topographic index for predicting wetlands distribution along an European climate gradient. Ecological Modelling 2003, 163:51-71.
-
(2003)
Ecological Modelling
, vol.163
, pp. 51-71
-
-
Merot, P.1
Squividant, H.2
Aurousseau, P.3
Hefting, M.4
Burt, T.5
Maitre, V.6
Kruk, M.7
Butturini, A.8
Thenail, C.9
Viaud, V.10
-
52
-
-
0037139317
-
Regional vegetation mapping and direct land surface parameterization from remotely sensed and site data
-
Muchoney D., Strahler A.N. Regional vegetation mapping and direct land surface parameterization from remotely sensed and site data. International Journal of Remote Sensing 2002, 23:1125-1142.
-
(2002)
International Journal of Remote Sensing
, vol.23
, pp. 1125-1142
-
-
Muchoney, D.1
Strahler, A.N.2
-
53
-
-
70549109104
-
Mapping of monthly soil erosion risk of mainland Mauritius and its aggregation with delineated basins
-
Nigel R., Rughooputh S. Mapping of monthly soil erosion risk of mainland Mauritius and its aggregation with delineated basins. Geomorphology 2010, 114:101-114.
-
(2010)
Geomorphology
, vol.114
, pp. 101-114
-
-
Nigel, R.1
Rughooputh, S.2
-
54
-
-
0027047710
-
Soil pattern recognition with fuzzy-c-means: application to classification and soil-landform interrelationships
-
Odeh I.O.A., McBratney A.B., Chittleborough D.J. Soil pattern recognition with fuzzy-c-means: application to classification and soil-landform interrelationships. Soil Science Society of America Journal 1992, 56:506-516.
-
(1992)
Soil Science Society of America Journal
, vol.56
, pp. 506-516
-
-
Odeh, I.O.A.1
McBratney, A.B.2
Chittleborough, D.J.3
-
56
-
-
73549121067
-
Modeling susceptibility to landslides using the weight of evidence approach: Western Colorado, USA
-
Regmi N.R., Giardino J.R., Vitek J.D. Modeling susceptibility to landslides using the weight of evidence approach: Western Colorado, USA. Geomorphology 2010, 115:172-187.
-
(2010)
Geomorphology
, vol.115
, pp. 172-187
-
-
Regmi, N.R.1
Giardino, J.R.2
Vitek, J.D.3
-
57
-
-
0034314332
-
Integrating forest soils information across scales: spatial prediction of soil properties under Australian forests
-
Ryan P.J., McKenzie N.J., O'Connell D., Loughhead A.N., Leppert P.M., Jacquier D., Ashton L. Integrating forest soils information across scales: spatial prediction of soil properties under Australian forests. Forest Ecology and Management 2000, 138:139-157.
-
(2000)
Forest Ecology and Management
, vol.138
, pp. 139-157
-
-
Ryan, P.J.1
McKenzie, N.J.2
O'Connell, D.3
Loughhead, A.N.4
Leppert, P.M.5
Jacquier, D.6
Ashton, L.7
-
58
-
-
48349108755
-
Instance selection and classification tree analysis for large spatial datasets in digital soil mapping
-
Schmidt K., Behrens T., Scholten T. Instance selection and classification tree analysis for large spatial datasets in digital soil mapping. Geoderma 2008, 146:138-146.
-
(2008)
Geoderma
, vol.146
, pp. 138-146
-
-
Schmidt, K.1
Behrens, T.2
Scholten, T.3
-
61
-
-
27844432390
-
Hypsometric (area-altitude) analysis of erosional topography
-
Strahler A.N. Hypsometric (area-altitude) analysis of erosional topography. Geological Society of America Bulletin 1952, 63:1117-1142.
-
(1952)
Geological Society of America Bulletin
, vol.63
, pp. 1117-1142
-
-
Strahler, A.N.1
-
62
-
-
69749086856
-
Soil erosion risk scenarios in the Mediterranean environment using RUSLE and GIS: an application model for Calabria (southern Italy)
-
Terranova O., Antronico L., Coscarelli R., Iaquinta P. Soil erosion risk scenarios in the Mediterranean environment using RUSLE and GIS: an application model for Calabria (southern Italy). Geomorphology 2009, 112:228-245.
-
(2009)
Geomorphology
, vol.112
, pp. 228-245
-
-
Terranova, O.1
Antronico, L.2
Coscarelli, R.3
Iaquinta, P.4
-
64
-
-
0032797949
-
Predicting soil classes with parameters derived from relief geologic materials in a sandstone region of the Vosges Mountains (Northeastern France)
-
Thomas A.L., King D., Dambrine E., Couturier A., Roque A. Predicting soil classes with parameters derived from relief geologic materials in a sandstone region of the Vosges Mountains (Northeastern France). Geoderma 1999, 90:291-305.
-
(1999)
Geoderma
, vol.90
, pp. 291-305
-
-
Thomas, A.L.1
King, D.2
Dambrine, E.3
Couturier, A.4
Roque, A.5
-
65
-
-
77950917793
-
Regional modelling of soil carbon at multiple depths within a subtropical watershed
-
Vasques G.M., Grunwald S., Comerford N.B., Sickman J.O. Regional modelling of soil carbon at multiple depths within a subtropical watershed. Geoderma 2010, 156:326-336.
-
(2010)
Geoderma
, vol.156
, pp. 326-336
-
-
Vasques, G.M.1
Grunwald, S.2
Comerford, N.B.3
Sickman, J.O.4
-
66
-
-
77952885903
-
Factors controlling the spatial distribution of soil piping erosion on loess-derived soils: a case study from central Belgium
-
Verachtert E., Van den Eeckhaut M., Poesen J., Deckers J. Factors controlling the spatial distribution of soil piping erosion on loess-derived soils: a case study from central Belgium. Geomorphology 2010, 118:339-348.
-
(2010)
Geomorphology
, vol.118
, pp. 339-348
-
-
Verachtert, E.1
Van den Eeckhaut, M.2
Poesen, J.3
Deckers, J.4
-
67
-
-
73849116107
-
Reconstructing the Roman topography and environmental features of the Sarno River Plain (Italy) before the AD 79 eruption of Somma-Vesuvius
-
Vogel S., Marker M. Reconstructing the Roman topography and environmental features of the Sarno River Plain (Italy) before the AD 79 eruption of Somma-Vesuvius. Geomorphology 2010, 115:67-77.
-
(2010)
Geomorphology
, vol.115
, pp. 67-77
-
-
Vogel, S.1
Marker, M.2
-
68
-
-
79960959623
-
-
Estimation de propriétés du sol et quantification de leur variabilité à moyenne échelle: cartographie pédologique et géostatistique dans le sud de l'Ille et Vilaine. Ph.D. Thesis, Thesis of the University Paris VI in Soil Science, ENSA INRA, Laboratoire de Sciences du Sol, Rennes.
-
Walter, C., 1990. Estimation de propriétés du sol et quantification de leur variabilité à moyenne échelle: cartographie pédologique et géostatistique dans le sud de l'Ille et Vilaine. Ph.D. Thesis, Thesis of the University Paris VI in Soil Science, ENSA INRA, Laboratoire de Sciences du Sol, Rennes.
-
(1990)
-
-
Walter, C.1
-
69
-
-
0030874984
-
Application of airborne gamma-ray spectrometry in soil/regolith mapping and applied geomorphology
-
Wilford J.R., Bierwirth P.N., Craig M.A. Application of airborne gamma-ray spectrometry in soil/regolith mapping and applied geomorphology. Journal of Australian Geology and Geophysics 1997, 17:201-216.
-
(1997)
Journal of Australian Geology and Geophysics
, vol.17
, pp. 201-216
-
-
Wilford, J.R.1
Bierwirth, P.N.2
Craig, M.A.3
-
70
-
-
76549113270
-
The implications of geology, soils, and vegetation on landscape morphology: inferences from semi-arid basins with complex vegetation patterns in Central New Mexico, USA
-
Yetemen O., Istanbulluoglu E., Vivoni E.R. The implications of geology, soils, and vegetation on landscape morphology: inferences from semi-arid basins with complex vegetation patterns in Central New Mexico, USA. Geomorphology 2010, 116:246-263.
-
(2010)
Geomorphology
, vol.116
, pp. 246-263
-
-
Yetemen, O.1
Istanbulluoglu, E.2
Vivoni, E.R.3
-
71
-
-
0034103559
-
Mapping soil landscape as spatial continua: the neural network approach
-
Zhu A.X. Mapping soil landscape as spatial continua: the neural network approach. Water Resources Research 2000, 36:663-677.
-
(2000)
Water Resources Research
, vol.36
, pp. 663-677
-
-
Zhu, A.X.1
|