, Référentiel pédologique, AFES, vol.405, 2008.

P. Agger and J. Brandt, Dynamics of small biotopes in Danish agricultural landscapes, Landscape Ecology, vol.1, pp.227-240, 1988.

H. Aïchi, Y. Fouad, C. Walter, R. A. Viscarra-rossel, Z. L. Chabaane et al., Regional predictions of soil organic carbon content from spectral reflectance measurements, Biosystems Engineering, vol.104, pp.442-446, 2009.

J. Alcamo, J. M. Moreno, B. Nováky, M. Bindi, R. Corobov et al., Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, pp.541-580, 2007.

J. C. Alegre and M. R. Rao, Soil and water conservation by contour hedging in the humid tropics of Peru, Agriculture Ecosystems & Environment, vol.57, pp.17-25, 1996.

D. W. Anderson, R. D. Heil, C. V. Cole, P. C. Deutsch, R. ;-r.-lowrance et al., Identification and characterization of ecosystems at different integrative levels, 1983.

. Leonard, Nutrient cycling in agrcultural ecosystems, vol.602

S. H. Anderson, R. P. Udawatta, T. Seobi, and H. E. Garrett, Soil water content and infiltration in agroforestry buffer strips, Agroforestry Systems, vol.75, pp.5-16, 2009.

M. Antrop, Why landscapes of the past are important for the future, Landscape and Urban Planning, vol.70, pp.21-34, 2005.

M. Antrop, Evolution of Geographical Systems and Risk Processes in the Global Context, pp.57-79, 2008.

, Archives Municipales de Rennes, Cadastre, mode d'emploi, 2005.

D. Arrouays, J. Daroussin, J. L. Kicin, and P. Hassika, Improving topsoil carbon storage prediction using a digital elevation model in temperate forest soils of France, Soil Science, vol.163, pp.103-108, 1998.
URL : https://hal.archives-ouvertes.fr/hal-02698286

D. Arrouays, W. Deslais, J. Daroussin, J. Balesdent, J. Gailland et al., Stocks de carbone dans les sols de France : quelles estimations? Comptes Rendus de l'Académie d'Agriculture de France, vol.85, pp.278-292, 1999.

D. Arrouays, J. Balesdent, J. C. Germon, P. A. Jayet, J. F. Soussana et al., Contribution à la lutte contre l'effet de serre : Stocker du carbone dans les sols agricoles de France ? Expertise Scientifique Collective, 2002.

O. O. Bacchi, K. Reichardt, and G. Sparovek, Sediment spatial distribution evaluated by three methods and its relation to some soil properties, Soil and Tillage Research, vol.69, pp.117-125, 2003.

D. Baize and B. Jabiol, Guide pour la description des sols, INRA Editions, vol.375, 1995.
URL : https://hal.archives-ouvertes.fr/hal-01195043

D. Baize, Guide des analyses en pédologie, p.257, 2000.

M. M. Bakker, G. Govers, and M. D. Rounsevell, The crop productivity-erosion relationship: an analysis based on experimental work, Catena, vol.57, pp.55-76, 2004.

, Bibliographie

M. M. Bakker, G. Govers, A. Van-doom, F. Quetier, D. Chouvardas et al., The response of soil erosion and sediment export to land-use change in four areas of Europe: The importance of landscape pattern, Geomorphology, vol.98, pp.213-226, 2008.

J. Balesdent and S. Recous, Les temps de résidence du carbone et le potentiel de stockage de carbone dans quelques sols cultivés français, Canadian Journal of Soil Science, vol.77, pp.187-193, 1997.

J. Balesdent, C. Chenu, and M. Balabane, Relationship of soil organic matter dynamics to physical protection and tillage, Soil & Tillage Research, vol.53, pp.215-230, 2000.
URL : https://hal.archives-ouvertes.fr/hal-02684984

J. Baudry, R. G. Bunce, and F. Burel, Hedgerows: An international perspective on their origin, function and management, Journal of Environmental Management, vol.60, pp.7-22, 2000.
URL : https://hal.archives-ouvertes.fr/hal-02689733

J. Baudry and A. Jouin, De la haie aux bocages. Organisation, dynamique et gestion, INRA, vol.431, 2003.
URL : https://hal.archives-ouvertes.fr/hal-02825845

J. Baudry and S. Et-perichon, Les haies et les bocages dans le monde : éléments de comparaison, Bocages et sociétés. Espace et territoires. Presses Universitaires de rennes, pp.23-32, 2007.

D. B. Beasley, L. F. Huggins, and E. J. Et-monke, ANSWERS: A model for watershed planning, Transactions of the Asae, vol.23, pp.938-944, 1981.

K. Belleguic, C. Conseil, T. Eveno, S. Lorge, and F. Baraer, Le changement climatique en Bretagne, vol.77, 2012.

G. Berger, H. Kaechele, and H. Pfeffer, The greening of the European common agricultural policy by linking the European-wide obligation of set-aside with voluntary agri-environmental measures on a regional scale, Environmental Science & Policy, vol.9, pp.509-524, 2006.

A. A. Berhe, Decomposition of organic substrates at eroding vs. depositional landform positions, Plant and Soil, vol.350, pp.261-280, 2012.

K. J. Beven and M. J. Kirkby, A physically based, variable contributing area model of basin hydrology, Hydrological Sciences Journal, vol.24, pp.43-69, 1979.

L. Bharati, K. H. Lee, T. M. Isenhart, and R. C. Schultz, Soil-water infiltration under crops, pasture, and established riparian buffer in Midwestern USA, Agroforestry Systems, vol.56, pp.249-257, 2002.

T. F. Bishop, A. B. Mcbratney, and G. M. Laslett, Modelling soil attribute depth functions with equal-area quadratic smoothing splines, Geoderma, vol.91, pp.27-45, 1999.

S. Blagodatsky and P. Smith, Soil physics meets soil biology: Towards better mechanistic prediction of greenhouse gas emissions from soil, Soil Biology & Biochemistry, vol.47, pp.78-92, 2012.

J. Boardman and J. Et-poesen, Soil erosion in Europe: major processes, causes and consequences, J. Boardman et J. Poesen (Editeurs), pp.479-487, 2006.

S. Bogdanoff, M. Julien, R. L. De-lafond, A. Carn, M. ;. Et-vaginay et al., Notice explicative, Carte géol. France (1/50 000), feuille Dol-de-Bretagne (246), 1996.

S. Bogdanoff, C. Jourdan, R. L. Et-lafond, M. Et-julien, R. L. De-lafond et al., Carte géol. France (1/50 000), feuille Dol-de-Bretagne (246), vol.47, 1996.

J. Boiffin and G. Monnier, Infiltration rate as affected by soil surface crusting caused by rainfall, pp.210-217, 1986.
URL : https://hal.archives-ouvertes.fr/hal-02783694

J. Boiffin, J. K. Zagbahi, and M. Et-sebillotte, Cropping system and organic status of soils. Application of the Henin-Dupuis model, Agronomie, vol.6, pp.437-446, 1986.
URL : https://hal.archives-ouvertes.fr/hal-02727089

, Bibliographie, vol.201

R. Bol, N. Poirier, J. Balesdent, and G. Gleixner, Molecular turnover time of soil organic matter in particle-size fractions of an arable soil, Rapid Communications in Mass Spectrometry, vol.23, pp.2551-2558, 2009.

M. A. Bolinder, D. A. Angers, and J. P. Dubuc, Estimating shoot to root ratios and annual carbon inputs in soils for cereal crops, Agriculture Ecosystems & Environment, vol.63, pp.61-66, 1997.

D. Bonijoly, J. Perrin, C. Truffert, and F. Et-asfirne, Couverture géophysique aéroportée du Massif armoricain. Rapport BRGM/RR-40471-FR, vol.75, 1999.

C. A. Bonilla, J. L. Reyes, and A. Magri, Water erosion prediction using the revised universal soil loss equation (RUSLE) in a GIS framework, Central Chile. Chilean Journal of Agricultural Research, vol.70, pp.159-169, 2010.

J. Bouma, P. A. Finke, M. R. Hoosbeek, and A. Breeuwsma, Soil and water quality at different scales: concepts, challenges, conclusions and recommendations, Nutrient Cycling in Agroecosystems, vol.50, pp.5-11, 1998.

R. I. Bradley, R. Milne, J. Bell, A. Lilly, C. Jordan et al., A soil carbon and land use database for the United Kingdom, Soil Use and Management, vol.21, pp.363-369, 2005.

L. Breiman, Statistical modeling: The two cultures, Statistical Science, vol.16, pp.199-215, 2001.

L. M. Bresson and J. Et-boiffin, Morphological characterization of soil crust development stages on an experimental field, Geoderma, vol.47, pp.301-325, 1990.
URL : https://hal.archives-ouvertes.fr/hal-02701391

N. Brisson and F. Levrault, Changement climatique, agriculture et forêt en France : simulations d'impacts sur les principales espèces. Le Livre Vert du projet Climator, ADEME, vol.336, 2007.

J. D. Brown and G. B. Heuvelink, The Data Uncertainty Engine (DUE): A software tool for assessing and simulating uncertain environmental variables, Computers & Geosciences, vol.33, pp.172-190, 2007.

D. J. Brus, B. Kempen, and G. B. Heuvelink, Sampling for validation of digital soil maps, European Journal of Soil Science, vol.62, pp.394-407, 2011.

E. Bui, A Review of Digital Soil Mapping in Australia, A.B.M. P. Lagacherie et M. Voltz (Editeurs), pp.25-37, 2007.

F. Burel and J. Baudry, Structural dynamic of a hedgerow network landscape in Brittany France, Landscape Ecology, vol.4, pp.197-210, 1990.
URL : https://hal.archives-ouvertes.fr/hal-02706633

F. Burel, J. Baudry, and J. C. Lefeuvre, Landscape structure and the control of water runoff, Landscape Ecology and Agroecosystems, pp.47-88, 1993.
URL : https://hal.archives-ouvertes.fr/hal-02844038

F. Burel and J. Baudry, Ecologie du paysage. Concepts, méthodes et applications, vol.359, 1999.
URL : https://hal.archives-ouvertes.fr/hal-01210029

F. Burel and J. Baudry, Landscape ecology: concepts, methods and applications, vol.362, p.p, 2003.

M. S. Calvo-iglesias, U. Fra-paleo, and R. A. Diaz-varela, Changes in farming system and population as drivers of land cover and landscape dynamics: The case of enclosed and semiopenfield systems in Northern Galicia (Spain), Landscape and Urban Planning, vol.90, pp.168-177, 2009.

C. Carnet, Premières données sur le rôle du bocage sur la distribution des sol et la circulation de l'eau dans les sols, Les bocages : histoire, écologie, économie, pp.159-162, 1976.

C. Carnet, P. Merot, and A. Et-ruellan, Approche du rôle des talus dans la distribution des sols et dans le fonctionnement hydrique et hydrologique d'un bassin versant bocager en région granitique de Bretagne, Science du Sol, vol.4, pp.377-397, 1979.

, Bibliographie, vol.202

P. Cellier, A. Bleeker, L. Breuer, T. Dalgaard, U. Dragosits et al., Dispersion and fate of nitrogen in rural landscapes, pp.229-248, 2011.

A. Cerdan, Parent material and vegetation affect soil erosion in eastern Spain, Soil Science Society of America Journal, vol.63, pp.362-368, 1999.

O. Cerdan, Y. Le-bissonnais, A. Couturier, and N. Saby, Modelling interrill erosion in small cultivated catchments, Hydrological Processes, vol.16, pp.3215-3226, 2002.

O. Cerdan, Y. Le-bissonnais, A. Couturier, H. Bourennane, and V. Souchère, Rill erosion on cultivated hillslopes during two extreme rainfall events in Normandy, France. Soil and Tillage Research, vol.67, pp.99-108, 2002.
URL : https://hal.archives-ouvertes.fr/hal-02679930

O. Cerdan, V. Souchere, V. Lecomte, A. Couturier, . Et-le et al., Incorporating soil surface crusting processes in an expert-based runoff model: Sealing and Transfer by Runoff and Erosion related to Agricultural Management, Catena, vol.46, pp.189-205, 2002.

O. Cerdan, Y. Le-bissonnais, A. Couturier, and N. Saby, Modelling interrill erosion in small cultivated catchments, Hydrological Processes, vol.16, pp.3215-3226, 2002.

O. Cerdan, Y. Le-bissonnais, V. Souchère, P. Martin, and V. Lecomte, Sediment concentration in interrill flow: interactions between soil surface conditions, vegetation and rainfall, Earth Surface Processes and Landforms, vol.27, pp.193-205, 2002.
URL : https://hal.archives-ouvertes.fr/hal-02683165

O. Cerdan, G. Govers, Y. Le-bissonnais, K. Van-oost, J. Poesen et al., Rates and spatial variations of soil erosion in Europe: A study based on erosion plot data, Geomorphology, vol.122, pp.167-177, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00556524

O. Cerdan, M. Delmas, P. Négrel, J. Mouchel, E. Petelet-giraud et al., Contribution of diffuse hillslope erosion to the sediment export of French rivers, Comptes Rendus Geoscience, vol.344, pp.636-645, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00770215

C. Chan, B. D. Kay, and E. G. Gregorich, Spatial variability in organic carbon stocks on level sites: Relation to vertical penetration of the A horizon, Canadian Journal of Soil Science, vol.89, pp.455-459, 2009.

J. Chantraine, D. Rabu, and F. Béchennec, Carte géologique numérique à 1:250 000 du Massif armoricain. Version 1.1., BRGM (Bureau de Recherches Géologiques et Minières), 2002.

V. Chaplot, . Et-le, and Y. Bissonnais, Field measurements of interrill erosion under different slopes and plot sizes, Earth Surface Processes and Landforms, vol.25, pp.145-153, 2000.
URL : https://hal.archives-ouvertes.fr/hal-02694349

C. Chenu, Y. Le-bissonnais, and D. Arrouays, Organic matter influence on clay wettability and soil aggregate stability, Soil Science Society of America Journal, vol.64, pp.1479-1486, 2000.
URL : https://hal.archives-ouvertes.fr/hal-02685613

R. Ciampalini, S. Follain, . Et-le, and Y. Bissonnais, LandSoil: A model for analysing the impact of erosion on agricultural landscape evolution, Geomorphology, vol.175, pp.25-37, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01506134

K. Coleman and D. Jenkinson, Evaluation of soil organic matter models using existing long term data-sets, NATO ASI Series, pp.237-246, 1996.

K. Coleman, D. S. Jenkinson, G. J. Crocker, P. R. Grace, J. Klir et al., Simulating trends in soil organic carbon in long-term experiments using RothC-26.3, Geoderma, vol.81, pp.29-44, 1997.

, Bibliographie 203

, Estimation des flux d'azote, de phosphore et de potassium associés aux vaches laitières et à leur système fourrager, 1999.

, Estimation des flux d'azote, de phosphore et de potassium associés aux bovins allaitants et aux bovins en croissance ou à l'engrais, issus des troupeaux allaitants et laitiers, 2001.

S. Cros-cayot, Distribution spatiale des transferts de surface à l'échelle du versant, Contexte Armoricain, vol.218, 1996.

M. Crosetto and S. Tarantola, Uncertainty and sensitivity analysis: tools for GIS-based model implementation, International Journal of Geographical Information Science, vol.15, issue.5, pp.415-437, 2001.

P. Curmi, Altération et différenciation pédologique sur granite en Bretagne; étude d'une toposéquence, vol.165, 1979.

B. De-vos, M. Van-meirvenne, P. Quataert, J. Deckers, and B. Muys, Predictive quality of pedotransfer functions for estimating bulk density of forest soils, Soil Science Society of America Journal, vol.69, pp.500-510, 2005.

W. De-vries, P. Cellier, J. W. Erisman, and M. A. Sutton, Assessment of nitrogen fluxes to air and water from site scale to continental scale: An overview, Environmental Pollution, vol.159, pp.3143-3148, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01019338

B. Deckers, E. Kerselaers, H. Gulinck, B. Muys, and M. Hermy, Long-term spatio-temporal dynamics of a hedgerow network landscape in Flanders, Belgium. Environmental Conservation, vol.32, pp.20-29, 2005.

M. Delmas, L. T. Pak, O. Cerdan, V. Souchere, Y. Le-bissonnais et al., Erosion and sediment budget across scale: A case study in a catchment of the European loess belt, Journal of Hydrology, vol.420, pp.255-263, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00662064

M. Deque, Frequency of precipitation and temperature extremes over France in an anthropogenic scenario: Model results and statistical correction according to observed values, Global and Planetary Change, vol.57, pp.16-26, 2007.

S. Doetterl, J. Six, B. Van-wesemael, and K. Et-van-oost, Carbon cycling in eroding landscapes: geomorphic controls on soil organic C pool composition and C stabilization, Global Change Biology, vol.18, pp.2218-2232, 2012.

V. Dokoutchaiev, Zones verticales des sols, zones agricoles, sols du Caucase, St-Pétersbourg, vol.56, 1900.

E. Dominati, M. Patterson, and A. Mackay, A framework for classifying and quantifying the natural capital and ecosystem services of soils, Ecological Economics, vol.69, pp.1858-1868, 2010.

V. Dlugoss, P. Fiener, K. Van-oost, and K. Schneider, Model based analysis of lateral and vertical soil carbon fluxes induced by soil redistribution processes in a small agricultural catchment. Earth surface processes and landforms, vol.37, pp.193-208, 2012.

T. Dupre, Impact de la plasticulture sur les transferts superficiels. Contexte Armoricain, vol.32, 1997.

E. Egal, D. Thieblemenot, E. Thomas, P. Guennoc, B. Hallegouët et al., Notice explicative, Carte géol. France (1/50 000), feuille Saint-Brieuc (243), 2004.

T. Eglin, C. Walter, C. Nys, S. Follain, F. Forgeard et al., Influence of waterlogging on carbon stock variability at hillslope scale in a beech forest, Annals of Forest Science, p.65, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00884156

T. Eglin, P. Ciais, S. L. Piao, P. Barre, V. Bellassen et al., Historical and future perspectives of global soil carbon response to climate and land-use changes, Tellus Series B-Chemical and Physical Meteorology, vol.62, pp.700-718, 2010.
URL : https://hal.archives-ouvertes.fr/hal-01151441

, Agri-environment measures. Overview on general principles, types of measures, and application, 2005.

. Bruxelles, O. Evrard, K. Vandaele, C. Bielders, and B. Van-wesemael, Seasonal evolution of runoff generation on agricultural land in the Belgian loess belt and implications for muddy flood triggering, Earth Surface Processes and Landforms, vol.33, pp.1285-1301, 2006.

O. Evrard, O. Cerdan, B. Van-wesemael, M. Chauvet, Y. Le-bissonnais et al., Reliability of an expert-based runoff and erosion model: Application of STREAM to different environments, Catena, vol.78, pp.129-141, 2009.
URL : https://hal.archives-ouvertes.fr/hal-00514223

O. Evrard, G. Nord, O. Cerdan, V. Souchere, Y. Le-bissonnais et al., Modelling the impact of land use change and rainfall seasonality on sediment export from an agricultural catchment of the northwestern European loess belt, Agriculture Ecosystems & Environment, vol.138, pp.83-94, 2010.
URL : https://hal.archives-ouvertes.fr/hal-01197838

P. Falloon, P. Smith, K. Coleman, and S. Marshall, Estimating the size of the inert organic matter pool from total soil organic carbon content for use in the Rothamsted carbon model, Soil Biology & Biochemistry, vol.30, pp.1207-1211, 1998.

P. D. Falloon and P. Smith, Modelling refractory soil organic matter, Biology and Fertility of Soils, vol.30, pp.388-398, 2000.

P. Falloon and P. Smith, Simulating SOC changes in long-term experiments with RothC and CENTURY: model evaluation for a regional scale application, Soil Use and Management, vol.18, pp.101-111, 2002.

P. Falloon, P. Smith, R. I. Bradley, R. Milne, R. Tomlinson et al., RothCUK -a dynamic modelling system for estimating changes in soil C from mineral soils at 1-km resolution in the UK. Soil Use and Management, vol.22, pp.274-288, 2006.

. Fao, Mainstreaming climate-smart agriculture into a broader lanscape approach. Background Paper for theSecond Global Conferenceon Agriculture, Food Securityand Climate Change, pp.3-7, 2012.

V. Ferro and M. Minacapilli, Sediment delivery processes at basin-scale, Hydrological Sciences Journal, vol.40, pp.703-717, 1995.

P. A. Finke and J. L. Hutson, Modelling soil genesis in calcareous loess, Geoderma, vol.145, pp.462-479, 2008.

W. Flacke, K. Auerswald, and L. Neufang, Combining a modified universal soil loss equation with a digital terrain model for computing hig-resolution maps of soil loss resulting from rain wash, Catena, vol.17, pp.383-397, 1990.

I. V. Florinsky, R. G. Eilers, G. R. Manning, and L. G. Fuller, Prediction of soil properties by digital terrain modelling, Environmental Modelling & Software, vol.17, pp.295-311, 2002.

S. Follain, Redisribution des sols et stockage en carbone organique, 2006.

S. Follain, B. Minasny, A. B. Mcbratney, and C. Walter, Simulation of soil thickness evolution in a complex agricultural landscape at fine spatial and temporal scales, Geoderma, vol.133, pp.71-86, 2006.
URL : https://hal.archives-ouvertes.fr/hal-01460832

, Bibliographie 205

S. Follain, C. Walter, A. Legout, B. Lemercier, and G. Et-dutin, Induced effects of hedgerow networks on soil organic carbon storage within an agricultural landscape, Geoderma, vol.142, pp.80-95, 2007.
URL : https://hal.archives-ouvertes.fr/hal-01924044

S. Follain, C. Walter, P. Bonte, D. Marguerie, and I. Lefevre, A-horizon dynamics in a historical hedged landscape, Geoderma, vol.150, pp.334-343, 2009.
URL : https://hal.archives-ouvertes.fr/hal-00729946

S. Fontaine, S. Barot, P. Barre, N. Bdioui, B. Mary et al., Stability of organic carbon in deep soil layers controlled by fresh carbon supply, Nature, vol.450, pp.277-280, 2007.
URL : https://hal.archives-ouvertes.fr/bioemco-00176100

R. T. Forman, Some general principles of landscape and regional ecology, Landscape Ecology, vol.10, pp.133-142, 1995.

D. M. Fox, . Et-le, and Y. Bissonnais, Process-based analysis of aggregate stability effects on sealing, infiltration, and interrill erosion, Soil Science Society of America Journal, vol.62, pp.717-724, 1998.
URL : https://hal.archives-ouvertes.fr/hal-02686766

J. H. Friedman and J. J. Et-meulman, Multiple additive regression trees with application in epidemiology, Statistics in Medicine, vol.22, pp.1365-1381, 2003.

T. Gaiser, K. Stahr, N. Billen, M. A. Mohammad, and . .-r, Modeling carbon sequestration under zero tillage at the regional scale. I. The effect of soil erosion, Ecological Modelling, vol.218, pp.110-120, 2008.

E. Gallien, Y. Le-bissonnais, M. Eimberck, H. Benkhadra, L. Ligneau et al., Influence des couverts végétaux de jachère sur le ruissellement et l'érosion diffuse en sol limoneux cultivé, Cahiers Agricultures, vol.4, pp.171-193, 1995.

C. Gascuel-odoux, S. Cros-cayot, and P. Durand, Spatial variations of sheet flow and sediment transport on an agricultural field, Earth Surface Processes and Landforms, vol.21, pp.843-851, 1996.

C. Gascuel-odoux, Les zones contributives de fond de vallée : localisation, structure et fonctionnement hydrodynamique, INRA (Editeur), pp.129-141, 1998.

C. Gascuel-odoux and D. Heddadj, Maîtrise des transferts de surface dans le contexte armoricain, 1999.

A. N. Gennadiyev and K. R. Olson, Pedological cooperation between Russia and the USA, past to present, Soil Science Society of America Journal, vol.62, pp.1153-1161, 1998.

L. Gerrits and J. Edelenbos, Management of sediment through stakeholder involvement, J. Soils Sediments, vol.4, pp.239-246, 2004.

A. L. Gibelin and M. Déqué, Anthropogenic climate change over the Mediterranean region simulated by a global variable resolution model, Climate Dynamics, vol.20, pp.327-339, 2003.
URL : https://hal.archives-ouvertes.fr/meteo-00315915

R. K. Pachauri, A. Et-reisinger, . Guec, and S. Genève, Contribution des Groupes de travail I, II et III au quatrième Rapport d'évaluation du Groupe d'experts intergouvernemental sur l'évolution du climat. Équipe de rédaction principale, GIEC, 2007.

J. E. Gilley, B. Eghball, L. A. Kramer, and T. B. Moorman, Narrow grass hedge effects on runoff and soil loss, Journal of Soil and Water Conservation, vol.55, pp.190-196, 2000.

P. Goovaerts, Geostatistical modelling of uncertainty in soil science, Geoderma, vol.103, pp.3-26, 2001.

G. Govers, K. Vandaele, P. Desmet, J. Poesen, and K. Bunte, The role of tillage in soil redistribution on hillslopes, European Journal of Soil Science, vol.45, pp.469-478, 1994.

G. Govers, T. A. Quine, P. J. Desmet, and D. E. Walling, The relative contribution of soil tillage and overland flow erosion to soil redistribution on agricultural land, Earth Surface Processes and Landforms, vol.10, pp.929-946, 1996.

G. Govers, D. A. Lobb, and T. A. Et-quine, Preface -Tillage erosion and translocation: emergence of a new paradigm in soil erosion research, Soil & Tillage Research, vol.51, pp.167-174, 1999.

J. Grace, Understanding and managing the global carbon cycle, Journal of Ecology, vol.92, pp.189-202, 2004.

R. Grimm, R. Jones, and L. Montanarella, Soil Erosion Risk in Europe, Institute for Environment and Sustainability, JRC, vol.40, 2002.

R. Grimm, T. Behrens, M. Marker, and H. Elsenbeer, Soil organic carbon concentrations and stocks on Barro Colorado Island -Digital soil mapping using Random Forests analysis, Geoderma, vol.146, pp.102-113, 2008.

J. D. Gruijter, D. Brus, M. Bierkens, and M. Knotters, Sampling for natural resource monitoring. Sampling for natural resource monitoring, 2006.

S. J. Gumiere, Y. Le-bissonnais, D. Raclot, and B. Et-cheviron, Vegetated filter effects on sedimentological connectivity of agricultural catchments in erosion modelling: A review, Earth Surface Processes and Landforms, vol.36, pp.3-19, 2011.
URL : https://hal.archives-ouvertes.fr/hal-02651241

T. M. Harris and J. Et-boardman, A rule-based expert system approach to predicting waterbone soil erosion. Soil Erosion on Agricultural Land, 1990.

R. G. Harrison, C. D. Jones, and J. K. Hughes, Competing roles of rising CO2 and climate change in the contemporary European carbon balance, Biogeosciences, vol.51, pp.1-10, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00297661

D. Heddadj and C. Gascuel-odoux, Topographic and seasonal variations of unsaturated hydraulic conductivity as measured by tension disc infiltrometers at the field scale, European Journal of Soil Science, vol.50, pp.275-283, 1999.
URL : https://hal.archives-ouvertes.fr/hal-02692142

T. Hengl, D. G. Rossiter, and A. Stein, Soil sampling strategies for spatial prediction by correlation with auxiliary maps, Australian Journal of Soil Research, vol.41, pp.1403-1422, 2003.

G. B. Heuvelink, J. D. Brown, and E. E. Et-van-loon, A probabilistic framework for representing and simulating uncertain environmental variables, International Journal of Geographical Information Science, vol.21, pp.497-513, 2007.

M. R. Hoosbeek, R. G. Amundson, and R. B. Bryant, Handbook of soil science, pp.77-116, 2000.

C. Huang, C. Gascuel-odoux, and S. Cros-cayot, Hillslope topographic and hydrologic effects on overland flow and erosion, Catena, vol.46, pp.177-188, 2002.
URL : https://hal.archives-ouvertes.fr/hal-02673722

C. H. Huang, Empirical analysis of slope and runoff for sediment delivery from interrill areas, Soil Science Society of America Journal, vol.59, pp.982-990, 1995.

R. J. Huggett, Soil landscape systems: a model of soil genesis, Geoderma, vol.13, pp.1-22, 1975.

, Climate Change 2007: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Fourth Assessment, Report of the Intergovernmental Panel on Climate Change, p.976, 2000.

, Climate Change 2007: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Fourth Assessment, IPCC, vol.976, 2007.

O. M. Issa, Y. Le-bissonnais, O. Planchon, D. Favis-mortlock, N. Silvera et al., Soil detachment and transport on field-and laboratory-scale interrill areas: erosion processes and the size-selectivity of eroded sediment, Earth Surface Processes and Landforms, vol.31, pp.929-939, 2006.
URL : https://hal.archives-ouvertes.fr/hal-01720505

, Bibliographie, vol.207

, World Reference Base for Soil Resources 2006, first update, World Soil Resources Reports, issue.103, 2007.

D. Jaunatre, Influence de techniques culturales sur le ruissellement et les transferts de ppolluants à l'échelle d'un bassin versant en contexte armoricain, 1997.

D. S. Jenkinson, P. B. Hart, J. H. Rayner, and L. C. Parry, Modelling the turnover of organic matter in long-term experiments at Rothamsted. INTECOL bulletin, vol.15, pp.1-8, 1987.

D. S. Jenkinson, D. D. Harkness, E. D. Vance, D. E. Adams, and A. F. Harrison, Calculating Net Primary Production and Annual Input of Organic-Matter to Soil from the Amount and Radiocarbon Content of Soil Organic-Matter, Soil Biology & Biochemistry, vol.24, pp.295-308, 1992.

H. Jenny, Factors of soil formation, A system of quantitative pedology, 1941.

S. K. Jenson and J. O. Et-domingue, Extracting topographic structure from digital elevation data for geographic information system analysis, Photogrammetric Engineering and Remote Sensing, vol.54, pp.1593-1600, 1988.

V. Jetten and D. Favis-mortlock, Modelling soil erosion in Europe, pp.695-716, 2006.

C. A. Johnston, P. Groffman, D. D. Breshears, Z. G. Cardon, W. Currie et al., Carbon cycling in soil, Frontiers in Ecology and the Environment, vol.2, pp.522-528, 2004.

M. Jonin and P. Vidal, Etude geochronologique des granitoïdes de la Mancellia, Canadian Journal of Earth Sciences, vol.12, pp.920-927, 1975.

M. Jonin, Un batholite fini-précambrien : le batholite mancellien, 1981.

A. Jones, V. Stolbovoy, E. Rusco, A. R. Gentile, C. Gardi et al., Climate change in Europe. 2. Impact on soil. A review. Agronomy for Sustainable Development, vol.29, pp.423-432, 2009.
URL : https://hal.archives-ouvertes.fr/ineris-01863197

S. E. Jorgensen and G. Bendoricchio, Fundamentals of ecological modelling Elvesier Science (Development in environmental modelling ), vol.530, 2001.

R. G. Kachanoski, Comparison of measured soil Cesiun-137 losses and erosion rates, Canadian Journal of Soil Science, vol.67, pp.199-203, 1987.

T. Kasuda and P. R. Archenbach, Earth temperature and thermal diffusivity at selected stations in the united states, ASHRAE Transactions, p.71, 1965.

H. Kato, Y. Onda, and M. Teramage, Depth distribution of 137 Cs, 134 Cs, and 131 I in soil profile after Fukushima Dai-ichi Nuclear Power Plant Accident, Journal of Environmental Radioactivity, vol.111, pp.59-64, 2012.

B. Kempen, D. J. Brus, and J. J. Stoorvogel, Three-dimensional mapping of soil organic matter content using soil type-specific depth functions, Geoderma, vol.162, pp.107-123, 2011.

R. B. Kheir, M. H. Greve, P. K. Bocher, M. B. Greve, R. Larsen et al., Predictive mapping of soil organic carbon in wet cultivated lands using classification-tree based models: The case study of Denmark, Journal of Environmental Management, vol.91, pp.1150-1160, 2010.

P. Kiepe, Effect of cassia-siamea hedgerow barriers on soil physical properties, Geoderma, vol.66, pp.113-120, 1995.

P. Kiepe, No runoff, no soil loss: soil and water conservation in hedgerow barrier systems, 1995.

D. King, . Et-le, and Y. Bissonnais, The role of soils and cultural practices in water infiltration and runoff. An example: runoff and erosion in Northern European silty soils, vol.78, pp.91-105, 1992.

D. King, Research for sustainable soil management, pp.68-70, 2006.
URL : https://hal.archives-ouvertes.fr/hal-02812789

P. I. Kinnell, Event soil loss, runoff and the Universal Soil Loss Equation family of models: A review, Journal of Hydrology, vol.385, pp.384-397, 2010.

G. Kirk, Views on the future of soil science, pp.71-72, 2006.

M. J. Kirkby, A. C. Imeson, G. Bergkamp, and L. H. Cammeraat, Scaling up processes and models from the field plot to the watershed and regional areas, Journal of Soil and Water Conservation, vol.51, pp.391-396, 1996.

M. J. Kirkby, R. J. Jones, B. Irvine, A. Gobin, G. Govers et al., Pan-European Soil Erosion Risk Assessment: The PESERA Map, vol.18, 2004.

W. Köppen, Das geographisca System der Klimate, Handbuch der Klimatologie. Gebrüder, 1936.

A. N. Kravchenko, G. P. Robertson, X. Hao, and D. G. Bullock, Management practice effects on surface total carbon: Differences in spatial variability patterns, Agronomy Journal, vol.98, pp.1559-1568, 2006.

A. N. Kravchenko, G. R. Robertson, S. S. Snap, and A. J. Smucker, Using information about spatial variability to improve estimates of total soil carbon, Agronomy Journal, vol.98, pp.823-829, 2006.

M. Lacoste, B. Lemercier, and C. Walter, Regional mapping of soil parent material by machine learning based on point data, Geomorphology, vol.133, pp.90-99, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00729273

M. Lacoste, Soil evolution at the landscape scale under climate and land use change, vol.243, 2012.

M. Lacoste, D. Michot, V. Viaud, C. Walter, B. Minasny et al., High resolution 3D mapping for soil organic carbon assessment in a rural landscape, Digital Soil Assessments et Beyond, pp.341-345, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01209145

M. Lacoste, B. Minasny, A. Mcbratney, D. Michot, V. Viaud et al., High resolution 3D mapping of soil organic carbon in a heterogeneous agricultural landscape, Geoderma, vol.213, pp.296-311, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01209193

M. Lacoste, V. Viaud, D. Michot, and C. Walter, Model-based evaluation of soil redistribution impact on soil organic carbon stocks in a hedgerow landscape under temperate climate

J. M. Laflen, L. J. Lane, and G. R. Foster, WEPP -A new generation of erosion prediction technology, Journal of Soil and Water Conservation, vol.46, pp.34-38, 1991.

P. Lagacherie, A. Mcbratney, and M. Voltz, Digital soil mapping. An Introducy perspective. Developments in Soil Science, 2007.
URL : https://hal.archives-ouvertes.fr/hal-01924571

R. Lal, Soil degradative effects of slope length and tillage methods on alfisols in western Nigeria .1. Runoff, erosion and crop response, Land Degradation & Development, vol.8, pp.201-219, 1997.

R. Lal, Soil erosion and the global carbon budget, Environment International, vol.29, pp.437-450, 2003.

R. Lal, Soil carbon sequestration impacts on global climate change and food security, Science, vol.304, pp.1623-1627, 2004.

R. Lal and D. Pimentel, Soil erosion: A carbon sink or source?, Science, vol.319, pp.1040-1042, 2008.

, Bibliographie 209

R. Lal, Challenges and opportunities in soil organic matter research, European Journal of Soil Science, vol.60, pp.158-169, 2009.

H. Lardeux, B. Audren, M. Ballèvre, S. Blais, J. P. Brun et al., Guide géologique de la Bretagne, Guides géologiques régionaux, vol.221, 2002.

J. P. Lautridou, P. Dadet, M. ;. Beurrier, J. P. Lautridou, M. Beurrier et al., Notice explicative, Carte géol. France (1/50 000), 1983.

J. P. Lautridou, , vol.908, 1985.

J. P. Lautridou and P. Antoine, La séquence du dernier cycle (Eemien-Weichselien) dans les loess de la France Septentrionale, Données récentes sur les modalités de peuplement en Europe au Paléolithique inférieur et moyen, 2003.

B. Layer, Effet du système haie/talus sur l'organisation des horizons et les stocks de carbone dans des versants du Massif Armoricain, vol.21, 2000.

L. Bissonnais, Y. Singer, M. J. Bissonnais, and Y. , Crusting, runoff, and erosion response to soil water content and successive rainfalls, Soil Science Society of America Journal, vol.56, pp.1898-1903, 1992.

L. Bissonnais, Y. Renaux, B. Delouche, and H. , Interactions between soil properties and moisture-content in crust formation, runoff and interrill erosion from tilled loess soils, Catena, vol.25, pp.33-46, 1995.
URL : https://hal.archives-ouvertes.fr/hal-02702801

L. Bissonnais, Y. Benkhadra, H. Chaplot, V. Fox, D. King et al., Crusting, runoff and sheet erosion on silty loamy soils at various scales and upscaling from m 2 to small catchments, Soil and Tillage Research, vol.46, pp.69-80, 1998.
URL : https://hal.archives-ouvertes.fr/hal-01461040

L. Bissonnais, Y. Fox, D. Bresson, and L. M. , Incorporating crusting processes in erosion models, pp.237-246, 1998.
URL : https://hal.archives-ouvertes.fr/hal-02838537

L. Bissonnais, Y. Cros-cayot, S. Gascuel-odoux, and C. , Topographic dependence of aggregate stability, overland flow and sediment transport, Agronomie, vol.22, pp.489-501, 2002.
URL : https://hal.archives-ouvertes.fr/hal-02671071

L. Bissonnais, Y. Thorette, J. Bardet, C. Et-daroussin, and J. , L'érosion hydrique de sols en France, 2002.

L. Bissonnais, Y. Cerdan, O. Lecomte, V. Benkhadra, H. Souchere et al., Variability of soil surface characteristics influencing runoff and interrill erosion, Catena, vol.62, pp.111-124, 2005.
URL : https://hal.archives-ouvertes.fr/hal-02680684

L. Cornet, A. Lebret, P. Lautridou, and J. P. , Le ruisselement et le travail simplifié du sol dans le contexte armoricain, GeoJournal, vol.24, pp.151-156, 1991.

V. Lecomte, Y. Le-bissonnais, B. Renaux, A. Couturier, and L. Ligneau, Erosion hydrique et transfert de produits phytosanitaires dans les eaux de ruissellement, Cahiers Agricultures, vol.6, pp.157-183, 1997.
URL : https://hal.archives-ouvertes.fr/hal-02687719

V. Lecomte, Transfert de produits phytosanitaires par le ruissellement et l'érosion de la parcelle au bassin versant-processus, déterminisme et modélisation spatiale, 1999.

J. P. Legros, Approche par simulation sur ordinateur. Application aux sols acides sur matériaux cristallins en zone tempérée, vol.436, 1982.
URL : https://hal.archives-ouvertes.fr/tel-02856257

S. Leguedois, Mécansimes de l'érosion diffuse des sols. Modélisation du transfert et de l'évolution granulométrique des fragments de terre érodés, vol.156, 2003.

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, vol.171, pp.75-84, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00849167

J. P. Lesschen, J. J. Stoorvogel, E. M. Smaling, G. B. Heuvelink, and A. Veldkamp, A spatially explicit methodology to quantify soil nutrient balances and their uncertainties at the national level, Nutrient Cycling in Agroecosystems, vol.78, pp.111-131, 2007.

C. S. Li, S. Frolking, and R. Harriss, Modelling carbon biogeochemistry in agricultural soils, Global Biogeochemical Cycles, vol.8, pp.237-254, 1994.

S. Li, D. A. Lobb, M. J. Lindstrom, and A. Farenhorst, Tillage and water erosion on different landscapes in the northern North American Great Plains evaluated using (CS)-C-137 technique and soil erosion models, Catena, vol.70, pp.493-505, 2007.

S. Li, D. A. Lobb, M. J. Lindstrom, and A. Farenhorst, Patterns of water and tillage erosion on topographically complex landscapes in the North American Great Plains, Journal of Soil and Water Conservation, vol.63, pp.37-46, 2008.

S. Li, R. A. Macmillan, D. A. Lobb, B. G. Mcconkey, A. Moulin et al., Lidar DEM error analyses and topographic depression identification in a hummocky landscape in the prairie region of Canada, Geomorphology, vol.129, pp.263-275, 2011.

Y. Li, M. J. Lindstrom, J. Zhang, and J. Yang, Spatial variability of soil erosion and soil quality on hillslopes in the chinese loess plateau, Acta geologica hispanica, vol.35, pp.261-270, 2000.

H. Lin, Three Principles of Soil Change and Pedogenesis in Time and Space, Soil Science Society of America Journal, vol.75, pp.2049-2070, 2011.

L. I. Lin, A concordance correlation-coefficient to evaluate reproducibility, Biometrics, vol.45, pp.255-268, 1989.

E. Lion, Le ruissellement et les pratiques culturales du maïs. Mémoire, vol.97, 1997.

X. Y. Liu, Airborne LiDAR for DEM generation: some critical issues, Progress in Physical Geography, vol.32, pp.31-49, 2008.

B. Ludwig, A. V. Auzet, J. Boiffin, F. Papy, D. King et al., Etats de surface, structure hydrographique et érosion en rigole de bassins versants cultivés du Nord de la France, Etude et gestion des Sols, vol.3, pp.53-70, 1996.

D. A. Lobb, E. Huffman, and D. C. Reicosky, Importance of information on tillage practices in the modelling of environmental processes and in the use of environmental indicators, Journal of Environmental Management, vol.82, pp.377-387, 2007.

B. Ludwig, J. Boiffin, J. Chadoeuf, and A. V. Auzet, Hydrological structure and erosion damage caused by concentrated flow in cultivated catchments, Catena, vol.25, pp.227-252, 1995.
URL : https://hal.archives-ouvertes.fr/hal-02706661

L. Mabit, C. Bernard, and M. R. Laverdiere, Quantification of soil redistribution and sediment budget in a Canadian watershed from fallout caesium-137 (Cs-137) data, Canadian Journal of Soil Science, vol.82, pp.423-431, 2002.

B. P. Malone, A. B. Mcbratney, B. Minasny, and G. M. Laslett, Mapping continuous depth functions of soil carbon storage and available water capacity, Geoderma, vol.154, pp.138-152, 2009.

B. P. Malone, A. B. Mcbratney, and B. Minasny, Empirical estimates of uncertainty for mapping continuous depth functions of soil attributes, Geoderma, vol.160, pp.614-626, 2011.

D. Marguerie, A. Antoine, C. Thenail, J. Baudry, V. Bernard et al., Bocages armoricains et sociétés, genèse, évolution et interactions, Des milieux et des hommes : fragments d'histoires croisées, pp.115-131, 2003.

A. Marrel, B. Iooss, F. Van-dorpe, and E. Volkova, An efficient methodology for modeling complex computer codes with Gaussian processes, Computational Statistics & Data Analysis, vol.52, pp.4731-4744, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00239492

M. P. Martin, D. Seen, L. Boulonne, C. Jolivet, K. M. Nair et al., Optimizing pedotransfer functions for estimating soil bulk density using boosted regression trees, Soil Science Society of America Journal, vol.73, pp.485-493, 2009.
URL : https://hal.archives-ouvertes.fr/hal-02667634

P. Martin, Y. Le-bissonnais, H. Benkhadra, L. Ligneau, J. F. Ouvry et al., Mesures du ruissellement et de l'érosion diffuse engendrés par les pratiques culturales en Pays de Caux (Normandie), Geomorphologie: Relief, Processus, Environnement, vol.2, pp.143-154, 1997.

J. Maxted, M. Diebel, and M. Vander-zanden, Landscape Planning for Agricultural Non-Point Source Pollution Reduction. II. Balancing Watershed Size, Number of Watersheds, and Implementation Effort, Environmental Management, vol.43, pp.60-68, 2009.

A. B. Mcbratney, M. L. Santos, and B. Minasny, On digital soil mapping, Geoderma, vol.117, pp.3-52, 2003.
URL : https://hal.archives-ouvertes.fr/hal-02792409

I. R. Mccann, M. J. Mcfarland, and J. A. Et-witz, Near-surface bare soil temperature model for biophysical models, Transactions of the Asae, vol.34, pp.748-755, 1991.

M. D. Mckay, R. J. Beckman, and W. J. Conover, A comparison of three methods for selecting values of input variables in the analysis of output from a computer coed, Technometrics, vol.21, pp.239-245, 1979.

N. J. Mckenzie, R. Webster, and P. J. Ryan, Sampling using statistical methods. Guidelines for surveying soil and land resources, pp.319-326, 2008.

J. Meersmans, B. Van-wesemael, F. De-ridder, M. Dotti, D. Fallas et al., Changes in organic carbon distribution with depth in agricultural soils in northern Belgium, Global Change Biology, vol.15, pp.2739-2750, 1960.

J. Meersmans, B. Van-wesemael, F. De-ridder, and M. Van-molle, Modelling the threedimensional spatial distribution of soil organic carbon (SOC) at the regional scale, Geoderma, vol.152, pp.43-52, 2009.

P. Merot, B. Ezzahar, C. Walter, and P. Aurousseau, Mapping waterlogging of soils using digital terrain models, Hydrological Processes, vol.9, pp.27-34, 1995.
URL : https://hal.archives-ouvertes.fr/hal-02065578

P. Merot, H. Squividant, P. Aurousseau, M. Hefting, T. Burt et al., Testing a climato-topographic index for predicting wetlands distribution along an European climate gradient, Ecological Modelling, vol.163, pp.51-71, 2003.
URL : https://hal.archives-ouvertes.fr/hal-02677255

P. Merot, P. Aurousseau, C. Gascuel-odoux, and P. Durand, An innovative management of rural basin to recover the water quality? The Brittany case, Houille Blanche, vol.3, pp.68-73, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00729835

P. ;. Merot, C. Climaster, . Climatique-dans-le-grand, and . Ouest, Quelles évolutions dans les systèmes agricoles et les ressources naturelles? Projet PSDR Grand Ouest, p.3, 2011.

W. S. Merritt, R. A. Letcher, and A. J. Et-jakeman, A review of erosion and sediment transport models, Environmental Modelling & Software, vol.18, pp.761-799, 2003.

A. Michael, J. Schmidt, W. Enke, T. Deutschlander, and G. Malitz, Impact of expected increase in precipitation intensities on soil loss -results of comparative model simulations, Catena, vol.61, pp.155-164, 2005.

, Ecosystems and Human Well-being, Biodiversity Synthesis. World Resources Institute, vol.86, 2005.

B. Minasny and A. B. Mcbratney, A conditioned Latin hypercube method for sampling in the presence of ancillary information, Computers & Geosciences, vol.32, pp.1378-1388, 2006.

B. Minasny and A. B. Mcbratney, Mechanistic soil-landscape modelling as an approach to developing pedogenetic classifications, Geoderma, vol.133, pp.138-149, 2006.

B. Minasny, A. B. Mcbratney, M. L. Mendonca-santos, I. O. Odeh, and B. Et-guyon, Prediction and digital mapping of soil carbon storage in the Lower Namoi Valley, Australian Journal of Soil Research, vol.44, pp.233-244, 2006.

B. Minasny and A. Mcbratney, Digital soil Mapping. An introductory perspective. Developments in Soil Science, pp.153-165, 2007.
URL : https://hal.archives-ouvertes.fr/hal-02791522

U. Mishra, R. Lal, B. Slater, F. Calhoun, D. S. Liu et al., Predicting Soil Organic Carbon Stock Using Profile Depth Distribution Functions and Ordinary Kriging, Soil Science Society of America Journal, vol.73, pp.614-621, 2009.

U. Mishra, R. Lal, D. S. Liu, and M. Et-van-meirvenne, Predicting the Spatial Variation of the Soil Organic Carbon Pool at a Regional Scale, Soil Science Society of America Journal, vol.74, pp.906-914, 2010.

M. Moinerais, Impact des techniques culturales simplifiées sur les transferts hydriques, contexte armoricain, 2003.

D. Montagne, S. Cornu, L. Le-forestier, M. Hardy, O. Josiere et al., Impact of drainage on soil-forming mechanisms in a French Albeluvisol: Input of mineralogical data in mass-balance modelling, Geoderma, vol.145, pp.426-438, 2008.
URL : https://hal.archives-ouvertes.fr/insu-00286941

I. D. Moore, P. E. Gessler, G. A. Nielsen, and G. A. Peterson, Soil attribute prediction using terrain analysis, Soil Science Society of America Journal, vol.57, pp.1548-1548, 1993.

D. L. Moorhead, G. Lashermes, and R. L. Sinsabaugh, A theoretical model of C-and N-acquiring exoenzyme activities, which balances microbial demands during decomposition, Soil Biology & Biochemistry, vol.53, pp.133-141, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01268240

R. P. Morgan, A simple approach to soil loss prediction: a revised Morgan-Morgan-Finney model, Catena, vol.44, pp.305-322, 2001.

R. V. O'neill, A. R. Johnson, and A. W. King, A hierarchical framework for the analysis of scale, Landscape Ecology, vol.3, pp.193-205, 1989.

J. Pages and L. Et-le-calvez, Analyse statistique d'une formation limoneuse en vue de préciser son origine, vol.28, pp.45-60, 1980.

S. K. Papiernik, M. J. Lindstrom, J. A. Schumacher, A. Farenhorst, K. D. Stephens et al., Variation in soil properties and crop yield across an eroded prairie landscape, Journal of Soil and Water Conservation, vol.60, pp.388-395, 2005.

S. K. Papiernik, T. E. Schumacher, D. A. Lobb, M. J. Lindstrom, M. L. Lieser et al., Soil properties and productivity as affected by topsoil movement within an eroded landform, Soil & Tillage Research, vol.102, pp.67-77, 2009.

A. Parshotam, The Rothamsted soil-carbon turnover model -Discrete to continuous form, Ecological Modelling, vol.86, pp.283-289, 1996.

A. J. Parsons and I. D. Foster, What can we learn about soil erosion from the use of 137 Cs?, Earth-Science Reviews, vol.108, pp.101-113, 2011.

W. J. Parton, D. S. Schimel, C. V. Cole, and D. S. Ojima, Analysis of factors controlling soil organicmatter levels in great-plains grasslands, Soil Science Society of America Journal, vol.51, pp.1173-1179, 1987.

M. C. Peel, B. L. Finlayson, and T. A. Et-mcmahon, Updated world map of the Koppen-Geiger climate classification, Hydrology and Earth System Sciences, vol.11, pp.1633-1644, 2007.
URL : https://hal.archives-ouvertes.fr/hal-00305098

D. J. Pennock and A. Veldkamp, Advances in landscape-scale soil research, Geoderma, vol.133, pp.1-5, 2006.

S. Perret, R. Michellon, J. Boyer, and J. Et-tassin, Soil rehabilitation and erosion control through agro-ecological practices on Reunion Island, 1996.

, Agriculture, Agriculture, Ecosystems and Environment, vol.59, pp.149-157

G. W. Petersen, Soil science: multiple scales and multiple opportunities, pp.108-109, 2006.

S. Petit, R. C. Stuart, M. K. Gillespie, and C. J. Barr, Field boundaries in Great Britain: stock and change between, vol.67, pp.229-238, 1984.

G. Pistone and G. Vicario, Comparing and generating Latin Hypercube designs in Kriging models, Advances in Statistical Analysis, vol.94, pp.353-366, 2010.

D. Plénet, E. Lubet, and C. Juste, Évolution à long terme du statut carboné du sol en monoculture non irriguée du maïs (Zea mays L), Agronomie, vol.13, pp.685-698, 1993.

T. Plieninger, Monitoring directions and rates of change in trees outside forests through multitemporal analysis of map sequences, Applied Geography, vol.32, pp.566-576, 2012.

J. Poesen, B. Van-wesemael, G. Govers, J. Martinez-fernandez, P. Desmet et al., Patterns of rock fragment cover generated by tillage erosion, Geomorphology, vol.18, pp.183-197, 1997.

P. Porto, D. E. Walling, and V. Ferro, Validating the use of caesium-137 measurements to estimate soil erosion rates in a small drainage basin in Calabria, Southern Italy, Journal of Hydrology, vol.248, pp.93-108, 2001.

P. Porto, D. E. Walling, V. Ferro, and C. Di-stefano, Validating erosion rate estimates provided by caesium-137 measurements for two small forested catchments in Calabria, southern Italy. Land Degradation & Development, vol.14, pp.389-408, 2003.

P. Porto, D. E. Walling, V. Tamburino, and G. Callegari, Relating caesium-137 and soil loss from cultivated land, Catena, vol.53, pp.303-326, 2003.

P. Porto and D. E. Walling, Validating the use of Cs-137 and Pb-210(ex) measurements to estimate rates of soil loss from cultivated land in southern Italy, Journal of Environmental Radioactivity, vol.106, pp.47-57, 2012.

V. Prasuhn, On-farm effects of tillage and crops on soil erosion measured over 10 years in Switzerland, Soil & Tillage Research, vol.120, pp.137-146, 2012.

. Préfecture-d'ille-et-vilaine, Arrêté préfectoral relatif au quatrième programme d'action à mettre en oeuvre en vue de la protection des eaux contre la pollution par les nitrates d'origine agricole

L. Pronzato and W. G. Mueller, Design of computer experiments: space filling and beyond, Statistics and Computing, vol.22, pp.681-701, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00685876

T. A. Quine, P. J. Desmet, G. Govers, K. Vandaele, and D. E. Walling, A comparison of roles of tillage and water erosion in landform development and sediment export on agricultural land near Leuven, Variability in Stream Erosion and Sediment Transport (Proceedings of the Canberra Symposium, pp.77-86, 1994.

T. A. Quine, Use of caesium-137 data for validation of spatially distributed erosion models: the implications of tillage erosion, Catena, vol.37, pp.415-430, 1999.

T. A. Quine and Y. Zhang, An investigation of spatial variation in soil erosion, soil properties, and crop production within an agricultural field in Devon, United Kingdom, Journal of Soil and Water Conservation, vol.57, pp.55-65, 2002.

J. R. Quinlan, Learning with continuous classes, Proceedings of the 5th Australian Joint Conference On Artificial Intelligence, pp.343-348, 1992.

J. R. Quinlan, Combining instance-based and model-based learning, Proceedings of the Tenth International Conference on Machine Learning, pp.236-243, 1993.

J. R. Quinlan, C4.5: Programs For Machine Learning. Machine Learning, vol.16, pp.235-240, 1994.

J. N. Quinton, J. A. Catt, G. A. Wood, and J. Steer, Soil carbon losses by water erosion: Experimentation and modeling at field and national scales in the UK, Agriculture Ecosystems & Environment, vol.112, pp.87-102, 2006.

A. Rachman, S. H. Anderson, C. J. Gantzer, and A. L. Et-thompson, Influence of stiff-stemmed grass hedge systems on infiltration, Soil Science Society of America Journal, vol.68, 2000.

J. W. Raich and W. H. Schlesinger, The global carbon-dioxde flux in soil respiration and its relationship to vegetation and climate, Tellus Series B-Chemical and Physical Meteorology, vol.44, pp.81-99, 1992.

K. G. Renard, G. R. Foster, G. A. Weesies, and J. P. Porter, RUSLE -Revised Universal Soil Loss Equation, Journal of Soil and Water Conservation, vol.46, pp.30-33, 1991.

J. B. Richet, J. J. Gril, and J. F. Ouvry, Infiltrabilité de dispositifs enherbés du Pays de Caux, premiers résultats, 2006.

J. C. Ritchie and J. R. Mchenry, Application of radioactive fallout Cesium-137 for measuring soilerosion and sediment accumulation rates and patterns -A review, Journal of Environmental Quality, vol.19, pp.215-233, 1990.

J. C. Ritchie, G. W. Mccarty, E. R. Venteris, and T. C. Kaspar, Soil and soil organic carbon redistribution on the landscape, Geomorphology, vol.89, pp.163-171, 2007.

J. M. Rivière, S. Tico, and C. Dupont, Méthode tarière Massif Armoricain. Caractérisation des sols, INRA, vol.20, 1992.

A. Rodrigo, S. Recous, C. Neel, and B. Mary, Modelling temperature and moisture effects on C-N transformations in soils: comparison of nine models, Ecological Modelling, vol.102, pp.325-339, 1997.
URL : https://hal.archives-ouvertes.fr/hal-02694310

A. Ruellan, M. Dosso, and E. Fritsch, L'analyse structurale de la couverture pédologique, Science du Sol, vol.27, pp.319-334, 1989.

C. Rumpel and I. Koegel-knabner, Deep soil organic matter-a key but poorly understood component of terrestrial C cycle, Plant and Soil, vol.338, pp.143-158, 2011.

S. Salvador-blanes, S. Cornu, A. Couturier, D. King, and J. J. Macaire, Morphological and geochemical properties of soil accumulated in hedge-induced terraces in the Massif Central, France. Soil & Tillage Research, vol.85, pp.62-77, 2006.
URL : https://hal.archives-ouvertes.fr/hal-02660473

M. W. Schmidt, M. S. Torn, S. Abiven, T. Dittmar, G. Guggenberger et al., Persistence of soil organic matter as an ecosystem property, Nature, vol.478, pp.49-56, 2011.

N. A. Scott, C. V. Cole, E. T. Elliott, and S. A. Huffman, Soil textural control on decomposition and soil organic matter dynamics, Soil Science Society of America Journal, vol.60, pp.1102-1109, 1996.

S. Segal, Expérimentation de techniques culturales en vue de maîtriser les transferts de surface dans le contexte armoricain. Mémoire, vol.57, 1996.

M. Sharma, G. B. Paige, and S. N. Miller, DEM Development from Ground-Based LiDAR Data: A Method to Remove Non-Surface Objects, Remote Sensing, vol.2, pp.2629-2642, 2010.

R. J. Skinner and B. J. Chambers, A survey to assess the extent of soil water erosion in lowland England and Wales, Soil Use and Management, vol.12, pp.214-220, 1996.

S. Sleutel, S. De-neve, D. Beheydt, C. Li, and G. Hofman, Regional simulation of long-term organic carbon stock changes in cropland soils using the DNDC model: 1. Large-scale model validation against a spatially explicit data set, Soil Use and Management, vol.22, pp.342-351, 2006.

P. Smith, D. S. Powlson, M. J. Glendining, and J. U. Smith, Potential for carbon sequestration in European soils: Preliminary estimates for five scenarios using results from long-term experiments, Global Change Biology, vol.3, pp.67-79, 1997.

P. Smith, O. Andren, L. Z. Brussaard, M. Dangerfield, K. Ekschmitt et al., Soil biota and global change at the ecosystem level: describing soil biota in mathematical models, Global Change Biology, vol.4, pp.773-784, 1998.

P. Smith, D. S. Powlson, J. U. Smith, P. Falloon, and K. Coleman, Meeting the UK's climate change commitments: options for carbon mitigation on agricultural land, Soil Use and Management, vol.16, pp.1-11, 2000.

M. Sommer, Influence of soil pattern on matter transport in and from terrestrial biogeosystems -A new concept for landscape pedology, Geoderma, vol.133, pp.107-123, 2006.

L. Sorel, Paysages virtuels et analyse de scénarios pour évaluer les impacts environnementaux des systèmes de production agricole, Agrocampus-Ouest, vol.211, 2008.

L. Sorel, V. Viaud, P. Durand, and C. Walter, Modeling spatio-temporal crop allocation patterns by a stochastic decision tree method, considering agronomic driving factors, Agricultural Systems, vol.103, pp.647-655, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00729655

V. Souchere, D. King, J. Daroussin, F. Papy, and A. Et-capillon, Effects of tillage on runoff directions: consequences on runoff contributing area within agricultural catchments, Journal of Hydrology, vol.206, pp.256-267, 1998.
URL : https://hal.archives-ouvertes.fr/hal-02685093

V. Souchere, O. Cerdan, B. Ludwig, Y. Le-bissonnais, A. Couturier et al., Modelling ephemeral gully erosion in small cultivated catchments, Catena, vol.50, pp.489-505, 2003.

V. Souchere, L. Sorel, A. Couturier, Y. Le-bissonnais, and O. Et-cerdan, Application du modèle STREAM à l'échelle d'un bassin versant au cours d'un cycle hydrologique, 2005.

C. Souiller, Y. Coquet, V. Pot, P. Benoit, B. Réal et al., Capacités de stockage et d'épuration des sols de dispositifs enherbés visà-vis des produits phytosanitaires. Première partie : Dissipation des produits phytosanitaires à travers un dispositif enherbé ; mise en évidence des processus mis en jeu par simulation de ruissellement et infiltrométrie, Etude et Gestion des Sols, vol.9, pp.269-285, 2002.

R. F. Stallard, Terrestrial sedimentation and the carbon cycle: Coupling weathering and erosion to carbon burial, Global Biogeochemical Cycles, vol.12, pp.231-257, 1998.

G. C. Starr, R. Lal, R. Malone, D. Hothem, L. Owens et al., Modeling soil carbon transported by water erosion processes, Land Degradation & Development, vol.11, pp.83-91, 2000.

E. K. Strand, A. M. Smith, S. C. Bunting, L. A. Vierling, D. B. Hann et al., Wavelet estimation of plant spatial patterns in multitemporal aerial photography, International Journal of Remote Sensing, vol.27, pp.2049-2054, 2006.

I. Takken, L. Beuselinck, J. Nachtergaele, G. Govers, J. Poesen et al., Spatial evaluation of a physically-based distributed erosion model (LISEM). Catena, vol.37, pp.431-447, 1999.

C. Thenail, Relationships between farm characteristics and the variation of the density of hedgerows at the level of a micro-region of bocage landscape, Agricultural Systems, vol.71, pp.207-230, 2002.
URL : https://hal.archives-ouvertes.fr/hal-01458595

S. P. Theocharopoulos, H. Florou, D. E. Walling, H. Kalantzakos, M. Christou et al., Soil erosion and deposition rates in a cultivated catchment area in central Greece, estimated using the (137)Cs technique, Soil & Tillage Research, vol.69, pp.153-162, 2003.

E. Thomas, Géologie succinte du massif armoricain (Bretagne). BRGM Bretagne, p.6, 2005.

J. H. Thornley and J. France, Mathematical models in agriculture. Quantitative methods for the plant, animal and ecological sciences. CABI, vol.906, p.p, 2007.

M. Thorsen, Assessment of uncertainty in simulation of nitrate leaching to aquifers at catchment scale, Journal of Hydrology, vol.242, pp.210-227, 2001.

H. Tiessen, E. Cuevas, and P. Chacon, The role of soil organic matter in sustaining soil fertility, Nature, vol.371, pp.783-785, 1994.

K. H. Tiessen, S. Li, D. A. Lobb, G. R. Mehuys, H. W. Rees et al., Using repeated measurements of (137)Cs and modelling to identify spatial patterns of tillage and water erosion within potato production in Atlantic Canada, Geoderma, vol.153, pp.104-118, 2009.

G. Tranter, B. Minasny, A. B. Mcbratney, B. Murphy, N. J. Mckenzie et al., Building and testing conceptual and empirical models for predicting soil bulk density. Soil Use and Management, vol.23, pp.437-443, 2007.

M. G. Turner, Landscape ecology -The effetct of pattern on process, Annual Review of Ecology and Systematics, vol.20, pp.171-197, 1989.

A. W. Turnpenny and R. Williams, Effects of sedimentation on the gravels of an industrial river system, Journal of Fish Biology, vol.17, pp.681-693, 1980.

F. Ungaro, F. Staffilani, and P. Tarocco, Assessing and mapping topsoil organic carbon stock at regional scale: a SCORPAN kriging approach conditional on soil map delineations and land use, Land Degradation & Development, vol.21, pp.565-581, 2010.

A. Utset, T. Lopez, and M. Diaz, A comparison of soil maps, kriging and a combined method for spatially predicting bulk density and field capacity of ferralsols in the Havana-Matanzas Plain, Geoderma, vol.96, pp.199-213, 2000.

V. Van-eetvelde and M. Antrop, Analyzing structural and functional changes of traditional landscapes-two examples from Southern France, Landscape and Urban Planning, vol.67, pp.79-95, 2004.

W. Van-muysen, G. Govers, K. Van-oost, and A. Van-rompaey, The effect of tillage depth, tillage speed, and soil condition on chisel tillage erosivity, Journal of Soil and Water Conservation, vol.55, pp.355-364, 2000.

W. Van-muysen, K. Van-oost, and G. Govers, Soil translocation resulting from multiple passes of tillage under normal field operating conditions, Soil & Tillage Research, vol.87, pp.218-230, 2006.

K. Van-oost, G. Govers, and P. Desmet, Evaluating the effects of changes in landscape structure on soil erosion by water and tillage, Landscape Ecology, vol.15, pp.577-589, 2000.

, Bibliographie 217

K. Van-oost, G. Govers, T. A. Quine, G. Heckrath, J. E. Olesen et al., Landscape-scale modeling of carbon cycling under the impact of soil redistribution: The role of tillage erosion, Global Biogeochemical Cycles, vol.19, 2005.

K. Van-oost, W. Van-muysen, G. Govers, J. Deckers, and T. A. Quine, From water to tillage erosion dominated landform evolution, Geomorphology, vol.72, pp.193-203, 2005.

K. Van-oost, T. A. Quine, G. Govers, and G. Heckrath, Modeling soil erosion induced carbon fluxes between soil and atmosphere on agricultural land using SPEROS-C. Soil Erosion and Carbon Dynamics, pp.37-51, 2006.

K. Van-oost, T. A. Quine, G. Govers, S. De-gryze, J. Six et al., The impact of agricultural soil erosion on the global carbon cycle, Science, vol.318, pp.626-629, 2007.

K. Van-oost, T. A. Quine, G. Govers, and G. Heckrath, Modeling soil erosion induced carbon fluxes between soil and atmosphere on agricultural land using SPEROS-C. Soil Erosion and Carbon Dynamics, pp.37-51, 2006.

K. Van-oost, J. Six, G. Govers, T. Quine, and S. Et-de-gryze, Soil erosion: A carbon sink or source? Response, Science, vol.319, pp.1042-1042, 2008.

A. J. Van-rompaey, G. Verstraeten, K. Van-oost, G. Govers, and J. Et-poesen, Modelling mean annual sediment yield using a distributed approach, Earth Surface Processes and Landforms, vol.26, pp.1221-1236, 2001.

V. Vliet-lanoë and B. , The genesis and age of the argillic horizon in Weichselian loess of northwestern Europe, Quaternary International, vol.5, pp.49-56, 1990.

V. Vliet-lanöe, B. Pellerin, J. Helluin, and M. , Landform development and pedogenesis: The effects of the last glacial cycle in the forest of Fougeres, 1995.

. Zeitschrift-fur-geomorphologie, , vol.39, pp.489-510

B. Vanniere, G. Bossuet, A. V. Walter-simonnet, E. Gauthier, P. Barral et al., Land use change, soil erosion and alluvial dynamic in the lower Doubs Valley over the 1st millenium AD (Neublans, Journal of Archaeological Science, vol.30, pp.1283-1299, 2003.
URL : https://hal.archives-ouvertes.fr/hal-00436664

G. M. Vasques, S. Grunwald, N. B. Comerford, and J. O. Et-sickman, Regional modelling of soil carbon at multiple depths within a subtropical watershed, Geoderma, vol.156, pp.326-336, 2010.

F. G. Verheijen, R. J. Jones, R. J. Rickson, and C. J. Smith, Tolerable versus actual soil erosion rates in Europe, Earth-Science Reviews, vol.94, pp.23-38, 2009.

V. Viaud, D. A. Angers, and C. Walter, Toward Landscape-Scale Modeling of Soil Organic Matter Dynamics in Agroecosystems, Soil Science Society of America Journal, vol.74, pp.1847-1860, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00729654

V. Viaud, D. Angers, and C. Walter, Challenges towards landscape-scale modeling of SOC dynamics in agroecosystems. International Symposium on Soil Organic matter 2011. Organic matter dynamics -from soils to oceans, pp.11-14, 2011.

D. E. Walling and T. A. Et-quine, The use of caesium-137 measurements in soil erosion surveys. Erosion and sediment transport monitoring programmes in river basins, Proceedings of the International Symposium, pp.143-152, 1992.

D. E. Walling and Q. Et-he, Models for converting 137Cs measurements to estimates of soil redistribution rates on cultivated and uncultivated soils (uncluding software for model implementation). A contribution to the I.A.E.A. co-ordinated research programmes on soil erosion, 2001.

D. E. Walling, Q. He, and P. A. Whelan, Using 137Cs measurements to validate the application of the AGNPS and ANSWERS erosion and sediment yield models in two small Devon catchments, Soil and Tillage Research, vol.69, pp.27-43, 2003.

C. Walter, P. Merot, B. Layer, and G. Et-dutin, The effect of hedgerows on soil organic carbon storage in hillslopes, Soil Use and Management, vol.19, pp.201-207, 2003.
URL : https://hal.archives-ouvertes.fr/hal-01461019

C. Walter, R. A. Rossel, and A. B. Mcbratney, Spatio-temporal simulation of the field-scale evolution of organic carbon over the landscape, Soil Science Society of America Journal, vol.67, pp.1477-1486, 2003.
URL : https://hal.archives-ouvertes.fr/hal-02673837

C. Walter, P. Lagacherie, and S. Et-follain, Integrating Pedological Knowledge into Digital Soil Mapping, A.B.M. P. Lagacherie et M. Voltz (Editeurs), Developments in Soil Science, pp.281-615, 2007.
URL : https://hal.archives-ouvertes.fr/hal-01924571

J. T. Walton, Subpixel urban land cover estimation: Comparing Cubist, Random Forests, and support vector regression, Photogrammetric Engineering and Remote Sensing, vol.74, pp.1213-1222, 2008.

W. H. Wischmeier and D. D. Smith, Predicting Rainfall Erosion Losses. Handbook 537. US Department of Agriculture, Agricultural Research Service, 1978.

C. G. Xu, H. S. He, Y. M. Hu, Y. Chang, X. Z. Li et al., Latin hypercube sampling and geostatistical modeling of spatial uncertainty in a spatially explicit forest landscape model simulation, Ecological Modelling, vol.185, pp.255-269, 2005.

X. M. Yang, X. P. Zhang, H. J. Fang, P. Zhu, J. Ren et al., Long-term effects of fertilization on soil organic carbon changes in continuous corn of northeast China: RothC model Simulations, Environmental Management, vol.32, pp.459-465, 2003.

K. Yoo, R. Amundson, A. M. Heimsath, and W. E. Dietrich, Spatial patterns of soil organic carbon on hillslopes: Integrating geomorphic processes and the biological C cycle, Geoderma, vol.130, pp.47-65, 2006.

K. Yoo, S. M. Mudd, J. Sanderman, R. Amundson, and A. Blum, Spatial patterns and controls of soil chemical weathering rates along a transient hillslope, Earth and Planetary Science Letters, vol.288, pp.184-193, 2009.

F. Zapata, Field application of the Cs-137 technique in soil erosion and sedimentation studies -Introduction, Soil & Tillage Research, vol.69, pp.1-2, 2003.

X. C. Zhang and M. A. Nearing, Impact of climate change on soil erosion, runoff and wheat productivity in central Oklahoma, Catena, vol.61, pp.185-195, 2005.

Z. Q. Zhang, D. S. Yu, X. Z. Shi, E. Warner, H. Y. Ren et al., Application of categorical information in the spatial prediction of soil organic carbon in the red soil area of China, Soil Science and Plant Nutrition, vol.56, pp.307-318, 2010.

R. Ballabio and C. , Spatial prediction of soil properties in temperate mountain regions using support vector regression, Geoderma, vol.15, pp.338-350, 2009.

J. C. Bell, R. L. Cunningham, and M. W. Havens, Calibration and validation of a soillandscape model for predicting soil drainage class, Soil Science Society of America Journal, vol.56, pp.1860-1866, 1992.

I. Bergeri, R. Michel, and J. P. Boutin, Everything (or almost everything) about the Kappa coefficient, Medecine Tropropicale, vol.62, pp.634-636, 2002.

K. J. Beven and M. J. Kirkby, A physically based, variable contributing area model of basin hydrology, Hydrological Sciences Journal, vol.24, pp.43-69, 1979.

D. Bonijoly, J. Perrin, C. Truffert, and F. Asfirne, Couverture géophysique aéroportée du Massif armoricain, vol.60, 1999.

R. Bou-kheir, M. H. Greve, P. K. Bocher, M. B. Greve, R. Larsen et al., Predictive mapping of soil organic carbon in wet cultivated lands using classification-tree based models: the case study of Denmark, Journal of Environmental Management, vol.91, pp.1150-1160, 2010.

L. Breiman, Bagging predictors, Machine Learning, vol.24, pp.123-140, 1996.

L. Breiman, Statistical modeling: the two cultures, Statistical Science, vol.16, pp.199-215, 2001.

L. Breiman, J. H. Friedman, R. A. Olshen, and C. J. Stone, Classification and Regression Trees, 1984.

E. N. Bui and C. J. Moran, A strategy to fill gaps in soil survey over large spatial extents: an example from the Murray-Darling basin of Australia, Geoderma, vol.111, pp.21-44, 2003.

E. N. Bui, A. Loughhead, and R. Corner, Extracting soil-landscape rules from previous soil surveys, Australian Journal of Soil Research, vol.37, pp.495-508, 1999.

E. N. Bui, B. L. Henderson, and K. Viergever, Knowledge discovery from models of soil properties developed through data mining, Ecological Modelling, vol.191, pp.431-446, 2006.

J. Chantraine, D. Rabu, and F. Béchennec, , 2002.

J. Cohen, A coefficient agreement for nominal scales, Educational and Psychological Measurement, vol.20, pp.37-46, 1960.

R. G. Congalton and K. Green, Assessing the Accuracy of Remotely Sensed Data, Principles and Practices, 2009.

O. Dewitte, C. J. Chung, Y. Cornet, M. Daoudi, and A. Demoulin, Combining spatial data in landslide reactivation susceptibility mapping: a likelihood ratio-based approach in W Belgium, Geomorphology, vol.122, pp.153-166, 2010.

E. Dobos and T. Hengl, Soil mapping applications, Developments in Soil Science, vol.33, pp.461-480, 2009.

J. R. Dymond and P. G. Luckman, Direct induction of compact rule-based classifiers for resource mapping, International Journal of Geographical Information Systems, vol.8, pp.357-367, 1994.

J. Elith, J. R. Leathwick, and T. Hastie, A working guide to boosted regression trees, Journal of Animal Ecology, vol.77, pp.802-813, 2008.

X. M. Feng, Y. F. Wang, L. D. Chen, B. J. Fu, and G. S. Bai, Modeling soil erosion and its response to land-use change in hilly catchments of the Chinese Loess Plateau, Geomorphology, vol.118, pp.239-248, 2010.

M. Frechen, E. A. Oches, K. E. Kohfeld, Y. Freund, and R. E. Schapire, Loess in Europe -mass accumulation rates during the Last Glacial Period, Machine Learning: Proceedings of the Thirteenth International Conference, vol.22, pp.1189-1232, 1996.

J. H. Friedman, Stochastic gradient boosting, Computational Statistics & Data Analysis, vol.38, pp.367-378, 2002.

J. H. Friedman and J. J. Meulman, Multiple additive regression trees with application in epidemiology, Statistics in Medicine, vol.22, pp.1365-1381, 2003.

J. H. Friedman, T. Hastie, and R. Tibshirani, Additive logistic regression: a statistical view of boosting, The Annals of Statistics, vol.28, pp.337-374, 2000.

C. Gascuel-odoux, Les zones contributives de fond de vallée: localisation, structure et fonctionnement hydrodynamique, Agriculture intensive et qualité des eaux. Cheverry, pp.129-141, 1998.

S. Gey and J. M. Poggi, Boosting and instability for regression trees, Computational Statistics & Data Analysis, vol.50, pp.533-550, 2006.
URL : https://hal.archives-ouvertes.fr/hal-00170845

C. Grinand, D. Arrouays, B. Laroche, and M. P. Martin, Extrapolating regional soil landscapes from an existing soil map: sampling intensity, validation procedures, and integration of spatial context, Geoderma, vol.143, pp.180-190, 2008.
URL : https://hal.archives-ouvertes.fr/hal-02669001

D. Haase, J. Fink, G. Haase, R. Ruske, M. Pecsi et al., Loess in Europe -its spatial distribution based on a European Loess Map, Quaternary Science Reviews, vol.26, pp.1301-1312, 2007.

B. L. Henderson, E. N. Bui, C. J. Moran, and D. A. Simon, Australia-wide predictions of soil properties using, decision trees, Geoderma, vol.124, pp.383-398, 2005.

T. Hengl and R. A. Macmillan, Geomorphometry -a key to landscape mapping and modelling, Developments in Soil Science, vol.33, pp.433-460, 2009.

, IGN, 2008.

, World Reference Base for Soil Resources 2006, first update, World Soil Resources Reports, issue.103, 2007.

H. Jenny, Factors of Soil Formation. A System of Quantitative Pedology, 1941.

P. D. Jungerius, Soils, geomorphology, Soils and Geomorphology, vol.6, pp.1-18, 1985.

P. Lagacherie and S. Holmes, Addressing geographical data errors in a classification tree soil unit prediction, International Journal of Geographical Information Science, vol.11, pp.183-198, 1997.
URL : https://hal.archives-ouvertes.fr/hal-02698405

P. Lagacherie, J. P. Legros, and P. A. Burrough, A soil survey procedure using the knowledge of soil pattern established on a previously mapped reference area, Geoderma, vol.65, pp.283-301, 1995.
URL : https://hal.archives-ouvertes.fr/hal-02701247

R. Lawrence, A. Bunn, S. Powell, and M. Zambon, Classification of remotely sensed imagery using stochastic gradient boosting as a refinement of classification tree analysis, Remote Sensing of Environment, vol.90, pp.331-336, 2004.

L. Du-blayo, L. Corpetti, T. Gouery, P. Bourget, and E. , Esquisse cartographique des pédopaysage de Bretagne. Rapport final du programme de recherche, 2008.

J. P. Legros and P. Bonneric, Modelisation informatique de la repartition des sols dans le Parc Naturel Régional du Pilat, Sciences, vol.4, pp.63-68, 1979.

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
URL : https://hal.archives-ouvertes.fr/hal-00849167

T. S. Lim, W. Y. Loh, and Y. S. Shih, A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms, Machine Learning, vol.40, pp.203-228, 2000.

H. S. Lin, D. Wheeler, J. Bell, and L. Wilding, Assessment of soil spatial variability at multiple scales, Ecological Modelling, vol.182, pp.271-290, 2005.

M. P. Martin, D. Seen, L. Boulonne, C. Jolivet, K. M. Nair et al., Optimizing pedotransfer functions for estimating soil bulk density using boosted regression trees, Soil Science Society of America Journal, vol.73, pp.485-493, 2009.
URL : https://hal.archives-ouvertes.fr/hal-02667634

A. B. Mcbratney, M. L. Santos, and B. Minasny, On digital soil mapping, Geoderma, vol.117, pp.3-52, 2003.
URL : https://hal.archives-ouvertes.fr/hal-02792409

N. J. Mckenzie and M. P. Austin, A quantitative Australian approach to medium and small scale surveys based on soil stratigraphy and environmental correlation, Geoderma, vol.57, pp.329-355, 1993.

N. J. Mckenzie and P. J. Ryan, Spatial prediction of soil properties using environmental correlation, Geoderma, vol.89, pp.67-94, 1999.

P. Merot, B. Ezzahar, C. Walter, and P. Aurousseau, Mapping waterlogging of soils using digital terrain models, Hydrological Processes, vol.9, pp.27-34, 1995.
URL : https://hal.archives-ouvertes.fr/hal-02065578

P. Merot, H. Squividant, P. Aurousseau, M. Hefting, T. Burt et al., Testing a climato-topographic index for predicting wetlands distribution along an European climate gradient, Ecological Modelling, vol.163, pp.51-71, 2003.
URL : https://hal.archives-ouvertes.fr/hal-02677255

C. J. Moran and E. N. Bui, Spatial data mining for enhanced soil map modelling, International Journal of Geographical Information Science, vol.16, pp.533-549, 2002.

D. Muchoney and A. N. Strahler, Regional vegetation mapping and direct land surface parameterization from remotely sensed and site data, International Journal of Remote Sensing, vol.23, pp.1125-1142, 2002.

R. Nigel and S. Rughooputh, Mapping of monthly soil erosion risk of mainland Mauritius and its aggregation with delineated basins, Geomorphology, vol.114, pp.101-114, 2010.

I. O. Odeh, A. B. Mcbratney, and D. J. Chittleborough, Soil pattern recognition with fuzzy-c-means: application to classification and soil-landform interrelationships, Soil Science Society of America Journal, vol.56, pp.506-516, 1992.

, R: a language and environment for statistical computing. R Foundation for Statistical Computing, pp.3-900051, 2008.

N. R. Regmi, J. R. Giardino, and J. D. Vitek, Modeling susceptibility to landslides using the weight of evidence approach: Western Colorado, USA. Geomorphol-ogy, vol.115, pp.172-187, 2010.

P. J. Ryan, N. J. Mckenzie, D. O'connell, A. N. Loughhead, P. M. Leppert et al., Integrating forest soils information across scales: spatial prediction of soil properties under Australian forests, Forest Ecology and Management, vol.138, pp.139-157, 2000.

K. Schmidt, T. Behrens, and T. Scholten, Instance selection and classification tree analysis for large spatial datasets in digital soil mapping, Geoderma, vol.146, pp.138-146, 2008.

H. Squividant, MNTsurf: Logiciel de traitement des modèles numériques de terrain, vol.36, 1994.

M. Story and R. G. Congalton, Accuracy assessment -a user perspective, Photogrammetric Engineering and Remote Sensing, vol.52, pp.397-399, 1986.

A. N. Strahler, Hypsometric (area-altitude) analysis of erosional topography, Geological Society of America Bulletin, vol.63, pp.1117-1142, 1952.

O. Terranova, L. Antronico, R. Coscarelli, and P. Iaquinta, Soil erosion risk scenarios in the Mediterranean environment using RUSLE and GIS: an application model for Calabria (southern Italy), Geomorphology, vol.112, pp.228-245, 2009.

E. Thomas, Formations superficielles de Bretagne. Essai de synthèse cartographique, 2006.

A. L. Thomas, D. King, E. Dambrine, A. Couturier, and A. Roque, Predicting soil classes with parameters derived from relief geologic materials in a sandstone region of the Vosges Mountains (Northeastern France), Geoderma, vol.90, pp.291-305, 1999.

G. M. Vasques, S. Grunwald, N. B. Comerford, and J. O. Sickman, Regional modelling of soil carbon at multiple depths within a subtropical watershed, Geoderma, vol.156, pp.326-336, 2010.

E. Verachtert, M. Van-den-eeckhaut, J. Poesen, and J. Deckers, Factors controlling the spatial distribution of soil piping erosion on loess-derived soils: a case study from central Belgium, Geomorphology, vol.118, pp.339-348, 2010.

S. Vogel and M. Marker, Reconstructing the Roman topography and environmental features of the Sarno River Plain (Italy) before the AD 79 eruption of Somma-Vesuvius, Geomorphology, vol.115, pp.67-77, 2010.

C. Walter, 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, 1990.

J. R. Wilford, P. N. Bierwirth, and M. A. Craig, Application of airborne gamma-ray spectrometry in soil/regolith mapping and applied geomorphology, Journal of Australian Geology and Geophysics, vol.17, pp.201-216, 1997.

O. Yetemen, E. Istanbulluoglu, and E. R. Vivoni, The implications of geology, soils, and vegetation on landscape morphology: inferences from semi-arid basins with complex vegetation patterns in Central, Geomorphology, vol.116, pp.246-263, 2010.

A. X. Zhu, Mapping soil landscape as spatial continua: the neural network approach, Water Resources Research, vol.36, pp.663-677, 2000.