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.

Taufik M., Minasny B., McBratney A.B., Van Dam J.C., Jones P.D., Van Lanen H.A.J. (2020). Human-induced changes in Indonesian peatlands increase drought severity. Environmental Research Letters, Vol.15, N.8. (Letter Open access).


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, 27(2): 237-256.

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.

Jiang Y.Y., Sun Z.-X., Wang Q.-B., Sun Z.-G., Jiang Z.-D., Gu H.-Y., Libohova Z., Owens P. R. (2021). Characteristics of the typical loess profile with a macroscopic tephra layer in the northeast China and the paleoclimatic significance. Catena. 198 (2021) 105043.

Jiang Z.-D., Wang Q.-B., Libohova Z., Adhikari K., Brye K. R., Sun Z.-X., Sun F.-J., Jiang Y.-Y., Owens P. R. (2021). Fe-Mn concentrations in upland loess soils in mid-continental north America: A step towards dynamic soil survey. Catena 202 (2021) 105273.

Fiantis D., Ginting F. I., Seprianto, Halfero F., Saputra A. P., Nelson M., Van Ranst E., Minasny B. (2021). Geochemical and mineralogical composition of the 2018 volcanic deposits of Mt. Anak Krakatau. Geoderma Regional, 25 (2021) e00393.

Chen S., Xu H., Dongyun D., Ji W., Li S., Yang M., Hu, B., Zhou Y., Wang N., Arrouays D., Shi Z. (2021). Evaluating validation strategies on the performance of soil property prediction from regional to continental spectral data. Geoderma, 400, 115159.

Wadoux A.M.J.-C., Heuvelink G.B.M., Lark R.M., Lagacherie P., Bouma J., Mulder V.L., Libohova Z., Yang L., McBratney A.B. (2021). Ten challenges for the future of pedometrics. Geoderma, 401, 115155.

Rudiyanto, Minasny B., Chaney N.W., Maggi F., Goh Eng Giap S., Shah R.M., Fiantis D., Setiawang B.I. (2021). Pedotransfer functions for estimating soil hydraulic properties from saturation to dryness. Geoderma, Volume 403, 1 December 2021, 115194.

Poggio L., de Sousa L. M., Batjes N.H., Heuvelink G.B.M., Kempen B., Ribeiro E., Rossiter D. (2021). SoilGrids 2.0: producing soil information for the globe with quantified spatial uncertainty. SOIL, 7, 217–240. (open access)

Arrouays D., Poggio L., Mulder V.L., Salazar O. (2021). Digital soil mapping and GlobalSoilMap - Scientific advances and the operational use of digital soil mapping to address global environmental challenges. Geoderma Regional. 26, e00414.

Jun Jang H., Román Dobarco M., Minasny B., McBratney A. (2021). Creating a soil parent material map digitally using a combination of interpretation and statistical techniques. Soil Research.

El-Naggar A. G., Hedley C. B., Roudier P., Horne D., Clothier B. E. (2021). Imaging the electrical conductivity of the soil profile and its relationships to soil water patterns and drainage characteristics. Precision Agriculture. Volume 22, pages 1045–1066.

Møller A.B., Mulder V.L., Heuvelink G.B.M., Jacobsen N.M., Greve M.H. (2021). Can We Use Machine Learning for Agricultural Land Suitability Assessment? Agronomy, 11(4), 703;

Martin M.P., Dimassi B., Román Dobarco M., Guenet B., Arrouays D., Angers D.A., Blache F., Huard F., Soussana J.-F., Pellerin S. (2021). Feasibility of the 4 per 1000 aspirational target for soil carbon: A case study for France. Global Change Biology. 27:2458–2477. Open Access

Minai J.O., Libohova Z., Schulze D.G. (2021). Spatial prediction of soil properties for the Busia area, Kenya using legacy soil data. Geoderma Regional. 25. 10.1016/j.geodrs.2021.e00366

Kopali A., Libohova Z., Teqja Z., Owens P.R. (2021). Bioclimatic suitability for wine vineyards in Mediterranean climate - Tirana Region, Albania. European Journal of Horticultural Science, 86(2): 179-188. 10.17660/eJHS.2021/86.2.8

Ma Y.X., Minasny B., McBratney A. (2021). Identifying soil provenance based on portable X-ray fluorescence measurements using similarity and inverse-mapping approaches-A case in the Lower Hunter Valley, Australia. Geoderma Regional, 25, e00368. 10.1016/j.geodrs.2021.e00368

Brodam C. (2021). Machine learning creates ways to better assess the suitability of agricultural land. DCA - Danish Centre For Food And Agriculture.

Fiantis D., Ginting F. I., Gusnidar, Nelson M., Van Ranst E., Minasny B. (2021). Geochemical Characterization and Evolution of Soils from Krakatau Islands. Eurasian Soil Science. pp. 1-15. doi 10.1134/S1064229321110077

Arrouays D., Mulder V.L., Richer-de-Forges A.C. (2021). Soil mapping, digital soil mapping and soil monitoring over large areas and the dimensions of soil security – A review. Soil Security, 5. 100018. Open Access

Urbina-Salazar D., Vaudour E., Baghdadi N., Ceschia E., Richer-de-Forges A.C., Lehmann S., Arrouays D. (2021). Using Sentinel-2 Images for Soil Organic Carbon Content Mapping in Croplands of Southwestern France. The Usefulness of Sentinel-1/2 Derived Moisture Maps and Mismatches between Sentinel Images and Sampling Dates. Remote Sens. 2021, 13, 5115. Open Access


Gomez C., Chevallier T., Moulin P., Arrouays D., Barthès B.G. (2022). Using carbonate absorbance peak to select the most suitable regression model before predicting soil inorganic carbon concentration by mid-infrared reflectance spectroscopy. Geoderma. Volume 405, 2022, 115403,

Chen S., Arrouays D., Mulder V.L., Poggio L., Minasny B., Roudier P., Libohova Z., Lagacherie P., Shi Z., Hannam J., Meersmans J., Richer-de-Forges A.C., Walter C. (2022). Digital mapping of GlobalSoilMap soil properties at a broad scale: A review. Geoderma. Volume 409, 2022, 115567, Open Access

Alvyar Z., Shahbazi F., Oustan S., Dengiz O., Minasny B. (2022). Digital mapping of potentially toxic elements enrichment in soils of Urmia Lake due to water level decline. Science of The Total Environment 808, 152086.

Roudier P., Odgers N., Carrick S., Eger A., Hainsworth S., Beaudette D. (2022). Soilscapes of New Zealand: Pedologic diversity as organised along environmental gradients. Geoderma 409 (2022) 115637.

Minai J.O., Schulze D.G., Libohova Z. (2022). Renewal of Archival Legacy Soil Data: A Case Study of the Busia Area, Kenya. Front. Soil Sci. 1:765248. doi:10.3389/fsoil.2021.765248

Shamrikova E.V., Kondratenok B.M., Tumanova E.A., Vanchikova E.V., Lapteva E.M., Zonova T.V., Lu-Lyan-Min E.I., Davydova A.P., Libohova Z., Suvannang N. (2022). Transferability between soil organic matter measurement methods for database harmonization. Geoderma.

Mendes W. de S., Demattê J.A.M., Minasny B., Silvero N.E.Q., Bonfatti B.R., Safanelli J.L., Rizzo R., da Costa A.C.S. (2022). Free iron oxide content in tropical soils predicted by integrative digital mapping. Soil and Tillage Research 219, 105346.

Richer-de-Forges A.C., Arrouays D., Chen S., Román Dobarco M., Libohova Z., Roudier P., Minasny B., Bourennane H. (2022). Hand-feel soil texture and particle-size distribution in central France. Relationships and implications. CATENA 106155.

Arrouays D., Hinsinger P., Pellerin S. (2022). Research and management priorities for mainland France soils. Geoderma Regional. 29: e00493.

Roudier P., O'Neill T.A., Almond P., Poirot C. (2022). Soil priorities for Antarctica. Geoderma Regional. 29: e00499.

Angers D., Arrouays D., Cardinael R., Chenu C., Corbeels M., Demenois J., Farrell M., Martin M., Minasny B., Recous S., Six J. (2022). A well-established fact: rapid mineralization of organic inputs is an important factor for soil carbon sequestration. Comment on “Soil carbon sequestration for climate change mitigation: Mineralization kinetics of organic inputs as an overlooked limitation”. Opinion paper. European Journal of Soil Science.

Shrestha G., Calvelo-Pereira R., Roudier P., Martin A.P., Turnbull R.E., Kereszturi G., Jeyakumar P., Anderson C.W.N. (2022). Quantification of multiple soil trace elements by combining portable X-ray fluorescence and reflectance spectroscopy. Geoderma. Vol. 409. 115649.

Minasny B., Arrouays D., Cardinael R., Chabbi A., Farrell M., Henry B., Koutika L.-S., Ladha J.K., McBratney A.B., Padarian J., Román-Dobarco M., Rumpel C., Smith P., Soussana J.F., (2022). Current NPP cannot predict future soil organic carbon sequestration potential. Comment on “Photosynthetic limits on carbon sequestration in croplands”. Geoderma, 115975.

Blackburn K.W., Libohova Z., Adhikari K., Kome C., Maness X., Silman M.R. (2022). Influence of Land Use and Topographic Factors on Soil Organic Carbon Stocks and Their Spatial and Vertical Distribution. Remote Sensing 14, 2846.

Rahmani S.R., Ackerson J.P., Schulze D., Adhikari K., Libohova Z. (2022). Digital Mapping of Soil Organic Matter and Cation Exchange Capacity in a Low Relief Landscape Using LiDAR Data. Agronomy 12, 1338.

Vaudour E., Gholizadeh A., Castaldi F., Saberioon M., Borůvka L., Urbina-Salazar D., Fouad Y., Arrouays D., Richer-de-Forges A.C., Biney J., Wetterlind J., Van Wesemael B. (2022). Satellite imagery to map topsoil organic carbon content over cultivated areas: an overview. Remote Sensing, 14, 2917.

Arrouays D., Dawson L. (2022). Soil Priorities around the World - An introduction. Geoderma Regional, e00555. DOI:

Richer-de-Forges A.C., Arrouays D., Poggio L., Chen S., Lacoste M., Budiman B., Libohova Z., Roudier P., Mulder V.L., Nédélec H., Martelet G., Lemercier B., Lagacherie P., Bourennane H. (2022). Hand-feel soil texture observations to evaluate the accuracy of digital soil maps for local prediction of particle size distribution. A case study in central France. Pedosphere.

Bourennane H., Pasquier C., Cousin I. (2022). Extraction of the stable component of electrical surveys of soils and the consequence on the mapping of their thicknesses. Geoderma 425 116051.

Padarian J., Minasny B., McBratney A., Smith P. (2022). Soil carbon sequestration potential in global croplands. PeerJ 10:e13740

Lemercier B., Lagacherie P., Amelin J., Sauter J., Richer-de-Forges A.C., Arrouays D. (2022). Multiscale evaluations of global, national and regional digital soil mapping products in France. Geoderma. Volume 425, 116052.

Rossiter D.G., Poggio L., Beaudette D., Libohova Z. (2022). How well does digital soil mapping represent soil geography? An investigation from the USA. SOIL 8, 559–586.

Richer-de-Forges A.C., Lagacherie P., Arrouays D., Bialkowski A., Bourennane H., Briottet X., Fouad Y., Gomez C., Jacquemoud S., Lemercier B., Maisongrande P., Martelet G., Martin M.P., Michot D., Pichelin P., Saby N.P.A., Tissoux H., Vaudour E., Wadoux A.M.J.-C., Walter C., Puissant A. (2022). The Theia "Digital Soil Mapping" Scientific Expertise Centre of France. Pedometron. N°46. pages 4-8.

Xiao Y., Xue J., Zhang X., Wang N., Hong Y., Jiang Y., Zhou Y., Teng H., Hu B., Lugato E., Richer-de-Forges A.C., Arrouays D., Shi Z., Chen S. (2022). Improving pedotransfer functions for predicting soil mineral associated organic carbon by ensemble machine learning. Geoderma. 116208.

Silvero N.E.Q., Demattê J.A.M., Minasny B., Rosin N.A., Nascimento J.G., Rodríguez Albarracín H.S., Bellinaso H., Gómez A.M.R. (2022). Sensing technologies for characterizing and monitoring soil functions: A review. Advances in Agronomy. Elsevier, p. S006521132200092X.

Widyatmanti W., Minasny B., Awanda D., Umarhadi D.A., Fatma Z.S.N., Mahendra W.K., Field D.J. (2022). Codification to Secure Indonesian Peatlands: From policy to practices as revealed by remote sensing analysis. Soil Security. 100080.

Hysa A., Teqja Z., Bani A., Libohova Z., Cerda A., (2022). Assessing wildfire vulnerability of vegetated serpentine soils in the Balkan peninsula. J. Nat. Conserv. 68, 126217.


Sun X.-L., Minasny B., Wu Y.-J., Wang H.-L., Fan X.-H., Zhang G.-L. (2023). Soil organic carbon content increase in the east and south of China is accompanied by soil acidification. Science of The Total Environment. Volume 857, Part 1, 20 January 2023, 159253.

Arrouays D., Bispo A., Bardy M., Laroche B., Laville P., Le Bas C., Saby N.P.A., Ratié C., Martin M. P., Jolivet C., Richer-de-Forges A.C., Antoni V., Joassard I., Feix I., Brossard M., Lagacherie P., Soussana J.-F. (2023). Le rayonnement et les actions significatives du GIS Sol à l’international. Étude et Gestion des Sols. Vol. 30. Pages 83-96.

Sharififar A., Minasny B., Arrouays D., Boulonne L., Chevallier T., van Deventer P., Field D., Gomez C., Jang H.-J., Jeon S.-H., Koch J., McBratney A.B., Malone B.P., Marchant B.P., Martin M.P., Monger C., Munera-Echeverric J.-L., Padarian J., Pfeiffer M., Richer-de-Forges A.C., Saby N.P.A., Singh K., Song X.-D., Zamanian K., Zhang G.-L., van Zijl G. (2023). Soil Inorganic Carbon, the Other and Equally Important Soil Carbon Pool: Distribution, Controlling Factors, and the Impact of Climate Change. Advances in Agronomy.

Ma Y., Minasny B., Viaud V., Walter C., Malone B., McBratney A.B. (2023). Modelling the Whole Profile Soil Organic Carbon Dynamics Considering Soil Redistribution under Future Climate Change and Landscape Projections over the Lower Hunter Valley, Australia. Land. 12(1), 255;

Rosin N.A., Demattê J.A.M., Poppiel R.R., Silvero N.E.Q., Rodriguez-Albarracin H.S., Rosas J.T.J., Greschuck L.T., Bellinaso H., Minasny B., Gomez C., Jύnior J.M., Fernandes K. (2023). Mapping Brazilian soil mineralogy using proximal and remote sensing data. Geoderma, Volume 432, 116413.

Chen S., Saby N.P.A., Martin M.P., Barthès B.G., Gomez C., Shi Z., Arrouays D. (2023). Integrating additional spectroscopically inferred soil data improves the accuracy of digital soil mapping. Geoderma 433, 116467.

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Modification date : 31 July 2023 | Publication date : 08 July 2019 | Redactor : Anne Richer-de-Forges