Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning

ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R

(2017) Marvin N. Wright et al.   Journal of Statistical Software

SoilGrids250m: Global gridded soil information based on machine learning

(2017) Tomislav Hengl et al.   PLoS One

Mapping of soil properties and land degradation risk in Africa using MODIS reflectance

(2016) Tor-G. Vågen et al.   GEODERMA

Quest to map Africa’s soil microbiome begins

(2016) Sarah Wild   NATURE

High-resolution mapping of global surface water and its long-term changes

(2016) Jean-François Pekel et al.   NATURE

Remotely Sensed High-Resolution Global Cloud Dynamics for Predicting Ecosystem and Biodiversity Distributions

(2016) Adam M. Wilson et al.   PLOS BIOLOGY

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

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

Regional suitability for agricultural intensification: a spatial analysis of the Southern Agricultural Growth Corridor of Tanzania

(2015) Ravic P. Nijbroek et al.   International Journal of Agricultural Sustainability

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

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

(2015) Tomislav Hengl et al.   PLoS One

World population stabilization unlikely this century

(2014) P. Gerland et al.   SCIENCE

Global Patterns of Groundwater Table Depth

(2013) Y. Fan et al.   SCIENCE

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

What controls the distribution of tropical forest and savanna?

(2012) Brett P. Murphy et al.   ECOLOGY LETTERS

Quantitative maps of groundwater resources in Africa

(2012) A M MacDonald et al.   Environmental Research Letters

A Taxonomically Based Ordinal Estimate of Soil Productivity for Landscape-Scale Analyses

(2012) Randall J. Schaetzl et al.   SOIL SCIENCE

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

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

Monitoring the world's agriculture

(2010) Jeffrey Sachs et al.   NATURE

The Radiometric Map of Australia

(2009) Brian Minty et al.   Exploration Geophysics

Conservation agriculture and smallholder farming in Africa: The heretics’ view

(2009) Ken E. Giller et al.   FIELD CROPS RESEARCH

Using Imaging Spectroscopy to study soil properties

(2009) E. Ben-Dor et al.   REMOTE SENSING OF ENVIRONMENT

Laboratory, field and airborne spectroscopy for monitoring organic carbon content in agricultural soils

(2008) Antoine Stevens et al.   GEODERMA

“compositions”: A unified R package to analyze compositional data

(2007) K. Gerald van den Boogaart et al.   COMPUTERS & GEOSCIENCES