SoilGrids250m: Global gridded soil information based on machine learning

Mapping and validating predictions of soil bacterial biodiversity using European and national scale datasets

(2016) Robert I. Griffiths et al.   APPLIED SOIL ECOLOGY

Soil mapping, classification, and pedologic modeling: History and future directions

(2016) Eric C. Brevik et al.   GEODERMA

National versus global modelling the 3D distribution of soil organic carbon in mainland France

(2016) V.L. Mulder et al.   GEODERMA

Uncertainty in soil data can outweigh climate impact signals in global crop yield simulations

(2016) Christian Folberth et al.   Nature Communications

A gridded global data set of soil, intact regolith, and sedimentary deposit thicknesses for regional and global land surface modeling

(2016) Jon D. Pelletier et al.   Journal of Advances in Modeling Earth Systems

Combining Soil Databases for Topsoil Organic Carbon Mapping in Europe

(2016) Ece Aksoy et al.   PLoS One

Land health surveillance and response: A framework for evidence-informed land management

(2015) Keith D. Shepherd et al.   AGRICULTURAL SYSTEMS

Global land cover mapping at 30m resolution: A POK-based operational approach

(2015) Jun Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The MODIS (collection V006) BRDF/albedo product MCD43D: Temporal course evaluated over agricultural landscape

(2015) Maria Mira et al.   REMOTE SENSING OF ENVIRONMENT

Spatio-temporal interpolation of soil water, temperature, and electrical conductivity in 3D + T: The Cook Agronomy Farm data set

(2015) Caley K. Gasch et al.   Spatial Statistics

Global soil organic carbon assessment

(2015) Uta Stockmann et al.   Global Food Security-Agriculture Policy Economics and Environment

Near-global freshwater-specific environmental variables for biodiversity analyses in 1 km resolution

(2015) Sami Domisch et al.   Scientific Data

Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions

(2015) Tomislav Hengl et al.   PLoS One

Optimisation of global grids for high-resolution remote sensing data

(2014) Bernhard Bauer-Marschallinger et al.   COMPUTERS & GEOSCIENCES

Using model averaging to combine soil property rasters from legacy soil maps and from point data

(2014) Brendan P. Malone et al.   GEODERMA

SoilGrids1km — Global Soil Information Based on Automated Mapping

(2014) Tomislav Hengl et al.   PLoS One

Global soil carbon: understanding and managing the largest terrestrial carbon pool

(2014) Jörn PW Scharlemann et al.   Carbon Management

Global Patterns of Groundwater Table Depth

(2013) Y. Fan et al.   SCIENCE

A China data set of soil properties for land surface modeling

(2013) Wei Shangguan et al.   Journal of Advances in Modeling Earth Systems

MaxEnt versus MaxLike: empirical comparisons with ant species distributions

(2013) Matthew C. Fitzpatrick et al.   Ecosphere

The new global lithological map database GLiM: A representation of rock properties at the Earth surface

(2012) Jens Hartmann et al.   GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS

Soil taxonomic distance, a tool for correlation: As exemplified by the Hungarian Brown Forest Soils and related WRB Reference Soil Groups

(2012) Vince Láng et al.   GEODERMA

Global governance of soil resources as a necessary condition for sustainable development

(2012) Luca Montanarella et al.   Current Opinion in Environmental Sustainability

Sensitivity of crop model predictions to entire meteorological and soil input datasets highlights vulnerability to drought

(2011) Mark Pogson et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Sampling for validation of digital soil maps

(2011) D.J. Brus et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Digital Soil Mapping and Modeling at Continental Scales: Finding Solutions for Global Issues

(2011) S. Grunwald et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Status and distribution of mangrove forests of the world using earth observation satellite data

(2010) C. Giri et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

The HYDE 3.1 spatially explicit database of human-induced global land-use change over the past 12,000 years

(2010) Kees Klein Goldewijk et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

A new global raster water mask at 250 m resolution

(2009) M.L. Carroll et al.   International Journal of Digital Earth

Digital Soil Map of the World

(2009) P. A. Sanchez et al.   SCIENCE

Harmonized soil profile data for applications at global and continental scales: updates to the WISE database

(2009) N. H. Batjes   SOIL USE AND MANAGEMENT

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

(2008) Alexander Statnikov et al.   BMC BIOINFORMATICS