A. De-forges, D. Arrouays, M. Bardy, A. Bispo, P. Lagacherie et al., Mapping of soils and land-related environmental attributes in France: analysis of end-users' needs, Sustainability, issue.10, p.11, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02502054

A. Arrouays, D. Bardy, M. Bispo, A. Lagacherie, P. Laroche et al., Mapping of soils and land-related environmental attributes in France: analysis of end-users' needs, Sustainability, issue.10, p.11, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02502054

A. Koch, A. Mcbratney, M. Adams, D. Field, R. Hill et al., Soil Security: Solving the Global Soil Crisis. Glob. Policy, vol.4, pp.434-441, 2013.

A. B. Mcbratney, D. J. Field, and A. Koch, The dimensions of soil security, Geoderma, vol.213, pp.203-213, 2014.

D. J. Field, A. B. Mcbratney, and . Morgan, Global Soil Security, p.469, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01567155

A. C. Richer-de-forges, F. Carré, A. B. Mcbratney, and J. Bouma, Global Soil Security: Towards More Science-Society Interfaces, p.137, 2019.

A. C. Richer-de-forges and D. Arrouays, Analysis of requests for information and data from a national soil data centre. Soil Use Manag, vol.26, pp.374-378, 2010.

V. Antoni, H. Soubelet, G. Rayé, T. Eglin, A. Bispo et al., Contribution of knowledge advances in soil science to meet the needs of French State and society, Global Soil Security: Towards More Science-Society Interfaces, pp.33-40, 2019.

M. Voltz, D. Arrouays, A. Bispo, P. Lagacherie, B. Laroche et al., Richer-de-Forges, A.C.; Sauter, J.; Schnebelen, N. La cartographie des sols en France: Etat des lieux et perspectives, vol.INRA, p.112, 2018.

D. Arrouays, A. Richer-de-forges, M. Voltz, M. Bardy, A. Bispo et al., Enquête sur les perspectives d'évolution de la cartographie des sols en France: Synthèse des résultats, vol.INRA, p.25, 2018.

D. Arrouays, M. G. Grundy, A. E. Hartemink, J. W. Hempel, G. B. Heuvelink et al., Toward a Fine-Resolution Global Grid of Soil Properties, Adv. Agron, vol.125, pp.93-134, 2014.

, Soil Survey Division Staff. Soil Survey Division Staff. Soil Survey manual. Soil Conservation Service, 1993.

Q. Styc and P. Lagacherie, Predicting soil depth using a survival analysis model, Proceedings of the 7th Global Workshop on Digital Soil Mapping, 2016.

S. G. Wei, T. Hengl, J. M. De-jesus, H. Yuan, and Y. J. Dai, Mapping the global depth to bedrock for land surface modeling, J. Adv. Model. Earth Syst, vol.9, pp.65-88, 2017.

S. Chen, V. L. Mulder, M. P. Martin, C. Walter, M. Lacoste et al., Arrouays, D. Probability mapping of soil depth by random survival forest at a national scale, Geoderma, 2019.

W. Iuss and W. Group, World Reference Base for Soil Resources, World Soil Resources Reports, vol.106, p.25, 2014.

J. H. Wosten, A. Lilly, A. Nemes, and C. Le-bas, Development and use of a database of hydraulic properties of European soils, Geoderma, vol.90, pp.169-185, 1999.

A. Majou, H. Bruand, A. Duval, O. Le-bas, C. Vautier et al., Prediction of soil water retention properties after stratification by combining texture, bulk density and the type of horizon, Soil Use Manag, vol.24, pp.383-391, 2008.
URL : https://hal.archives-ouvertes.fr/insu-00860817

B. Minasny and A. E. Hartemink, Predicting soil properties in the tropics, Earth-Sci. Rev, vol.106, pp.52-62, 2011.

M. Roman-dobarco, I. Cousin, C. Le-bas, and M. P. Martin, Pedotransfer functions for predicting available water capacity in French soils, their applicability domain and associated uncertainty, Geoderma, vol.336, pp.81-95, 2019.

S. Gis, Rapport sur l'état des sols de France

, Groupement d'intérêt scientifique sur les sols, vol.188, p.25, 2011.

A. Arrouays, D. Bardy, M. Bispo, A. Lagacherie, P. Laroche et al., Mapping of soils and land-related environmental attributes in France: analysis of end-users' needs, Sustainability, issue.10, p.11, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02502054

S. Gis, Cartes du rapport sur l'état des sols de France, p.25, 2019.

S. Gis, Les cartes de la BDAT, 2019.

C. Gardi, L. Montanarella, D. Arrouays, A. Bispo, P. Lemanceau et al., Soil Biodiversity Monitoring in Europe: Ongoing activities and challenges, Eur. J. Soil Sci, vol.60, pp.807-819, 2009.

S. Dequiedt, J. Thioulouse, C. Jolivet, N. P. Saby, M. Lelievre et al., Biogeographical Patterns of Soil Bacterial Communities. Environ. Microbiol. Rep, vol.1, pp.251-254, 2009.

L. Ranjard, S. Dequiedt, C. Jolivet, N. P. Saby, J. Thioulouse et al., Biogeography of Soil Microbial Communities: A Review and a Description of the Ongoing French National Initiative, Agron. Sustain. Dev, vol.30, pp.359-365, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00860770

L. Ranjard, S. Dequiedt, N. Chemidlin-prévost-bouré, J. Thioulouse, N. P. Saby et al., Turnover of bacterial diversity is driven by wide-scale environmental heterogeneity, Nat. Commun, 1434.

S. Terrat, V. Horrigue, S. Dequiedt, N. P. Saby, M. Lelièvre et al., Mapping and Predictive Variations of Soil Bacterial Richness across France, PLoS ONE, vol.12, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01843156

B. Karimi, S. Terrat, S. Dequiedt, N. P. Saby, W. Horrigue et al., Biogeography of soil bacteria and archaea across France, Sci. Adv, 1808.
URL : https://hal.archives-ouvertes.fr/hal-01843961

D. Cluzeau, J. Cortet, C. Villenave, F. Martin-laurent, M. Guernion et al., Integration of soil biodiversity indicators in soil quality monitoring: Baselines for microbial and soil fauna parameters for different land-use types, Eur. J. Soil Biol, vol.49, pp.63-72, 2012.

B. S. Griffiths, J. Rombke, R. M. Schmelz, A. Scheffczyk, J. H. Faber et al., Selecting cost effective and policy-relevant biological indicators for European monitoring of soil biodiversity and ecosystem function, Ecol. Indic, vol.69, pp.213-223, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01313738

M. ;. Bornand, . Mapa-mate-inra, and . Inra, Connaissance et suivi de la qualité des sols en France, p.176, 1997.

. Ministère-de-l'environnement and . Basol-, Base de données sur les sites et sols pollués (ou potentiellement pollués) appelant une action des pouvoirs publics, à titre préventif ou curatif, 2019.

J. Morel, C. Chenu, and K. Lorenz, Ecosystem services provided by soils of urban, industrial, traffic, mining, and military areas (SUITMAs), J. Soils Sediments, vol.15, pp.1659-1666, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01486416

M. J. Levin, K. J. Kim, J. Morel, W. Burghardt, and P. Charzynski, Soils within Cities-Global Approaches to Their Sustainable Management, IUSS Working Group SUITMA, Catena-Schweizerbart, p.253, 2017.

N. P. Saby, J. Thioulouse, C. C. Jolivet, C. Ratié, L. Boulonne et al., Multivariate analysis of the spatial patterns of 8 trace elements using the French Soil Monitoring Network data, Sci. Total Environ, vol.407, pp.5644-5652, 2009.
URL : https://hal.archives-ouvertes.fr/hal-00539321

N. P. Saby, B. P. Marchant, R. M. Lark, C. C. Jolivet, and D. Arrouays, Robust geostatistical prediction of trace elements across France, Geoderma, vol.162, pp.303-311, 2011.

T. G. Orton, N. P. Saby, D. Arrouays, C. C. Jolivet, E. Villanneau et al., Spatial distribution of lindane concentrations in topsoil across France, Sci. Total Environ, vol.443, pp.338-350, 2013.

F. Carré, A. B. Mcbratney, T. Mayr, and L. Montanarella, Digital soil assessments: Beyond DSM, Geoderma, vol.142, pp.69-79, 2007.

P. A. Finke, On digital assessment with models and the pedometrics agenda, Geoderma, vol.2012, pp.3-15

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

A. Arrouays, D. Bardy, M. Bispo, A. Lagacherie, P. Laroche et al., Mapping of soils and land-related environmental attributes in France: analysis of end-users' needs, Sustainability, vol.11, issue.10, pp.2940-2955, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02502054

A. M. Breure, G. B. De-deyn, E. Dominati, T. Eglin, K. Hedlund et al., Ecosystem services: A useful concept for soil policy making! Curr, Opin. Environ. Sustain, vol.4, pp.578-585, 2012.

D. A. Robinson, I. Fraser, E. J. Dominati, B. Davidsdottir, J. O. Jonsson et al., On the Value of Soil Resources in the Context of Natural Capital and Ecosystem Service Delivery, Soil Sci. Soc. Am. J, vol.78, pp.685-700, 2014.

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