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24, chemin de Borde Rouge –Auzeville – CS52627
31326 Castanet Tolosan CEDEX - France

Dernière mise à jour : Mai 2018

Menu Logo Principal Logo_GladSoilMap Le Studium

GLobAl Digital SOIL MAP Consortium (GLADSOILMAP Consortium)



Loiseau, T., Chen, S., Mulder, V.L., Román Dobarco, M., Richer-de-Forges A.C., Lehmann, S., Bourenanne, H., Saby N.P.A., Martin, M.P., Vaudour, E., Gomez, C., Lagacherie, P., Arrouays D. (2019). Satellite data integration for soil clay content modelling at a national scale. International Journal of Applied Earth Observation and Geoinformation. Vol. 82.

Vaudour E., Gomez C., Loiseau T., Baghdadi N., Loubet B., Arrouays D., Ali L., Lagacherie P. (2019). The Impact of Acquisition Date on the Prediction Performance of Topsoil Organic Carbon from Sentinel-2 for Croplands. Remote Sensing, Special Issue "High Spectral Resolution Remote Sensing of Soil Organic Carbon Dynamics". 11 (18), 2143.

Dharumarajan S., Kalaiselvi B., Suputhra A., Lalitha M., Hegde R., Singh S.K., Lagacherie P. (2019). Digital soil mapping of key GlobalSoilMap properties in Northern Karnataka Plateau. Geoderma Regional. 20.


Arrouays D., Libohova Z., Minasny B., Mulder V.L., Poggio L., Roudier P. (2020). The consortium GLobAl Digital SOIL MAP (GLADSOILMAP). International Union of Soil Sciences Bulletin. 135, 88-90.

Chen S., Mulder V.L., Heuvelink G.B.M., Poggio L., Caubet M., Román Dobarco M., Walter C., Arrouays D. (2020). Model averaging for mapping topsoil organic carbon in France. Geoderma, 366, 114237.

Arrouays D., McBratney A.B., Bouma J., Libohova Z., Richer-de-Forges A.C., Morgan C., Roudier P., Poggio L., Mulder V.L. (2020). Impressions of digital soil maps: the good, the not so good, and making them ever better. Geoderma Regional. 20, e00255.

Arrouays D., Poggio L., Salazar Guerrero O., Mulder V.L. (2020). Digital Soil Mapping and GlobalSoilMap. Main advances and ways forward. Geoderma Regional, 21, e000265.

Mousavi A., Shahbazi F., Oustan S., Jafarzadeh A.A., Minasny B. (2020). Spatial distribution of iron forms and features in the dried lake bed of Urmia Lake of Iran. Geoderma Regional, 21, e00275. 

Arrouays D. (2020). The GLADSOILMAP consortium launched it’s kick-off meeting in Orléans (France) from 25 to 29 November 2019. Pedometron. 45, 30-32.

Minasny B., McBratney A.B. (2020). Visualising particle-size distribution. Pedometron. 45, 19-22.

Staunton S, Saby N.P.A, Arrouays D, Quiquampoix, H. 2020. Can soil properties and land use explain glomalin related soil protein (GRSP) accumulation? A nationwide survey in France. CATENA, 193, 104620.

Loiseau T., Richer-de-Forges A.C., Martelet G., Bialkowski A., Nehlig P., Arrouays D. (2020). Could airborne gamma-spectrometric data replace lithological maps as co-variates for digital soil mapping of topsoil particle-size distribution? A case study in Western France. Geoderma Regional, Vol. 22, e00295.

Karimi B., Villerd J., Dequiedt S., Terrat, Chemidlin-Prevost Bouré N., Djemiel C., Lelievre M., Tripied J., Nowak V., Saby N.P.A., Bispo A., Jolivet C., Arrouays D., Wincker P., Cruaud C. Ranjard L. (2020). Biogeography of soil microbial habitats across France. Global Ecology and Biogeography.

Prananto J.A., Minasny B., Comeau L.-P., Rudiyanto R., Grace P. (2020). Drainage increases CO2 and N2O emissions from tropical peat soils. Glob Change Biol. 00:1–18.

Gomez C., Chevallier T., Moulin P., Bouferra I., Hmaidi K., Arrouays D., Jolivet C., Barthès B.G. (2020). Prediction of soil organic and inorganic carbon concentrations in Tunisian samples by mid-infrared reflectance spectroscopy (MIRS) using a French national library. Geoderma, 375, 114469.

Lagacherie P., Arrouays D., Bourennane H., Gomez C., Nkuba-Kasanda L. (2020). Analysing the impact of soil spatial sampling on the performances of Digital Soil Mapping models and their evaluation: a numerical experiment using clay contents obtained from Vis-NIR-SWIR hyperspectral imagery. Geoderma, 375, 114503.

Owens P.R., Dorantes M.J., Fuentes B.A., Libohova Z., Schmidt A. (2020). Taking digital soil mapping to the field: Lessons learned from the Water Smart Agriculture soil mapping project in Central America. Geoderma Regional, Volume 22, e00285.

Loiseau T., Richer-de-Forges A.C., Roudier P., Ducommun C., Chen S., Lagacherie P., Arrouays D. (2020). Essais de représentation cartographique de l’incertitude pour les utilisateurs de cartographies des sols par modélisation statistique. Etude et Gestion des Sols, Vol. 27, p. 257-275.

Poggio L., Gimona A., Aalders I., Morrice J., Hough R. (2020). Legacy data for 3D modelling of peat properties with uncertainty estimation in Dava bog – Scotland. Geoderma Regional, 22, e00288.

Minasny B., McBratney A.B., Wadoux A.M.J.-C., Akoeb E.N., Sabrina T. (2020). Precocious 19th century soil carbon science. Geoderma Regional, e00306,

Arrouays D., Chen S., Hiederer R. (2020).Current Estimates of Soil Organic Carbon Stocks Are Not Four to Six Times Underestimated. Comment on “Non-Flat Earth Recalibrated for Terrain and Topsoil. Soil Syst. 2018, 2, 64". Soil System, 4(3), 45.

Minai J., Libohova Z., Schulze D.G.(2020). Disaggregation of the 1:100,000 Reconnaissance soil map of the Busia Area, Kenya using a soil landscape rule-based approach. Catena 195. 104806.

Sanjeewani Nimalka Somarathna Pallegedara Dewage,Budiman Minasny, Brendan Malone (2020). Disaggregating a regional-extent digital soil map using Bayesian area-to-point regression kriging for farm-scale soil carbon assessment. SOIL. Vol. 6, 359–369.

Longo M., Piccoli I., Minasny B., Morari F. (2020). Soil apparent electrical conductivity‐directed sampling design for advancing soil characterization in agricultural fields. Vadose Zone Journal. Vol. 19, issue 1.

Ellili-Bargaoui Y., Malone B.P., Michot D., Minasny B., Vincent S., Walter C., Lemercier B. (2020). Comparing three approaches of spatial disaggregation of legacy soil maps based on the Disaggregation and Harmonisation of Soil Map Units Through Resampled Classification Trees (DSMART) algorithm. SOIL. Vol. 6, 371–388.

Roudier P., Burge O.R., Richardson S.J., McCarthy J.K., Grealish G.J., Ausseil A.-G. (2020). National Scale 3D Mapping of Soil pH Using a Data Augmentation Approach. Remote Sens.,12(18), 2872;

Wadoux A.M.J.-C., Minasny B., McBratney A.B. (2020). Machine learning for digital soil mapping: Applications, challenges and suggested solutions. Earth-Science Reviews. 103359.

Minasny B., NyakAkoeb E., Sabrina T., Wadoux A.M.J.-C., McBratney A.B. (2020). History and interpretation of early soil and organic matter investigations in Deli, Sumatra, Indonesia. Catena. Vol. 195. 104909. 

Voltz M., Arrouays D., Bispo A., Lagacherie P., Laroche B., Lemercier B., Richer-de-Forges A.C., Sauter J., Schnebelen N. (2020). Possible futures of soil-mapping in France. Geoderma regional. Vol. 23, December 2020, e00334.

Arrouays D., Richer-de-Forges A.C., Héliès F., Mulder V.L., Saby N.P.A., Chen S., Martin M.P., Roman Dobarco M., Follain S., Jolivet C., Laroche B., Loiseau T., Cousin I., Lacoste M., Ranjard L., Toutain B., Le Bas C., Eglin T., Bardy M., Antoni V., Meersmans J., Ratié C., Bispo A. (2020). Impacts of Digital Soil Mapping programs in France at national scale. A review. Geoderma regional. Vol. 23, December 2020, e00337.

Kidd D., Searle R., Grundy M., McBratney A.B., Robinson N., O’Brien L., Zund D., Arrouays D., Thomas M., Padarian J., Jones E., McLean Bennett J., Minasny M., Holmes K., Malone B., Liddicoat C., Meier E.A., Stockmann U., Wilson P., Wilford J., Payne J., Ringrose-Voase A., Slater B., Odgers N., Gray J., Van Gool D., Andrews K., Harms B., Stower L., Triantafillis J. (2020). Operationalising Digital Soil Mapping - Lessons from Australia. Geoderma Regional, 23, e00335.

Ng W., Minasny B., de Sousa Mendes W., Melo Demattê J.A. (2020). The influence of training sample size on the accuracy of deep learning models for the prediction of soil properties with near-infrared spectroscopy data. SOIL, 6, 565–578.

Poggio L., Arrouays D., Salazar O. (2020). Report on the joint conference of the IUSS Working Groups “Digital Soil Mapping” and “GlobalSoilMap” in Santiago de Chile, 2019. International Union of Soil Sciences Bulletin, 135, 20-21.


Guenet B., Gabrielle B., Chenu C., Arrouays D., Balesdent J., Bernoux M., Bruni E., Caliman J.P., Cardinael R., Chen S., Ciais P., Desbois D., Fouche J., Frank S., Henault C., Lugato E., Naipal V., Nesme T., Obersteiner M., Pellerin S., Powlson D. S., Rasse D., Rees F., Soussana J.F., Su Y. Tian H., Valin H., Zhou F. (2021). Can N2O emissions offset the benefits from soil carbon sequestration? Global Change Biology,

Hu B., Bourennane H., Arrouays A., Denoroy P., Lemercier B., Saby N.P.A. (2021). Developing pedotransfer functions to harmonize extractable soil phosphorus content measured with different methods: A case study across the mainland of France. Geoderma. Vol. 381, 1 January 2021, 114645.

Reddy N.N., Chakraborty P., Roy S., Singh K., Minasny B., McBratney A.B., Biswas A., Das B.S. (2021). Legacy data-based national-scale digital mapping of key soil properties in India. Geoderma, Vol. 381, 114684.

Sabetizadea M., Gorjia M., Roudier P., Zolfagharid A.A., Keshavarzia A. (2021). Combination of MIR spectroscopy and environmental covariates to predict soil organic carbon in a semi-arid region. Catena, 196, 104844.

Ma Y., Minasny B., McBratney A.B., Poggio L., Fajardo M. (2021). Predicting soil properties in 3D: Should depth be a covariate? Geoderma, 383, 114794.

Sun X.L., Minasny B., Wang H.-L., Zhao Y.-G., Zhang G.-L., Wu Y.-J. (2021). Spatiotemporal modelling of soil organic matter changes in Jiangsu, China between 1980 and 2006 using INLA-SPDE. Geoderma, Vol. 384, 114808.

Styc Q., Gontard F., Lagacherie P. (2021). Harvesting spatially dense legacy soil datasets for digital soil mapping of available water capacity in Southern France. Geoderma Regional. Vol. 24, e00353.

Vaudour E., Gomez C., Lagacherie P., Loiseau T., Baghdadi N., Urbina-Salazar D., Loubet B., Arrouays D. (2021). Temporal mosaicking approaches of Sentinel-2 images for extending topsoil organic carbon content mapping in croplands. International Journal of Applied Earth Observation and Geoinformation. Vol. 96, 102277.

Chen S., Richer-de-Forges A.C., Mulder V.-L., Martelet G., Loiseau T., Lehmann S., Arrouays D. (2021). Digital mapping of the soil thickness of loess deposits over a calcareous bedrock in central France. CATENA, Volume 198, March 2021, 105062.

Loiseau T., Arrouays D., Richer-de-Forges A.C., Lagacherie P., Ducommun C., Minasny B. (2021). Density of soil observations in digital soil mapping: A study in the Mayenne region, France. Geoderma Regional. Vol. 24, e00358.

Searle R., McBratney A., Grundy M., Kidd D., Malone B., Arrouays D., Stockman U., Zund P., Wilson P., Wilford J., Van Gool D., Triantafilis J., Thomas M., Stower L., Slater B., Robinson N., Ringrose-Voase A., Padarian J., Payne J., Orton T., Odgers N., O’Brien L., Minasny B., McLean Bennett J., Liddicoat C., Jones E., Holmes K., Harms B., Gray J., Bui E., Andrews K. (2021). Digital soil mapping and assessment for Australia and beyond: A propitious future. Geoderma Regional. Volume 24, March 2021, e00359.

Richer-de-Forges A.C., Lowe D., Minasny B., Adamo P., Amato M., Anjos L.A., Ceddia M., Chang S., Chen S., Chen Z.-S., Feller C., García-Rodeja E., Goulet R.-C., Hseu Z.-Y., Karklins A., Kim Hyuck S., Leenaars J., Levin M., Liu X.-N., Maejima Y., Mantel S., Martín Peinado F., Martínez Garzón F., Mataix-Solera J., Nikodemus O., Ortega C., Ortiz-Bernad I., Pedron F., Pinheiro E.F., Reintam E., Roudier P., Rozanov A., Sánchez Espinosa J.A., Savin I., Shalaby M., Sujatha M., Sulaeman Y., Taghizadeh-Mehrjardi R., Tran T., Valle M., Yang J., Arrouays D. (2021). Chapter Five - A review of the world’s soil museums and exhibitions. Advances in Agronomy. Volume 166. Pages 277-304.

Styc Q., Lagacherie P. (2021). Uncertainty assessment of soil available water capacity using error propagation: A test in Languedoc-Roussillon. Geoderma, 391, 114968.