Geospatial Mapping of Soil Organic Carbon Using Regression Kriging and Remote Sensing

High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models

(2017) Gerald Forkuor et al.   PLoS One

SoilGrids250m: Global gridded soil information based on machine learning

(2017) Tomislav Hengl et al.   PLoS One

Comparing regression-based digital soil mapping and multiple-point geostatistics for the spatial extrapolation of soil data

(2016) Brendan P. Malone et al.   GEODERMA

A spatially varying coefficient model for mapping PM10 air quality at the European scale

(2015) N.A.S. Hamm et al.   ATMOSPHERIC ENVIRONMENT

Digital Mapping of Soil Properties Using Multivariate Statistical Analysis and ASTER Data in an Arid Region

(2015) Said Nawar et al.   Remote Sensing

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

(2015) Tomislav Hengl et al.   PLoS One

Spatial Assessment of Soil Organic Carbon Density Through Random Forests Based Imputation

(2014) K. Sreenivas et al.   Journal of the Indian Society of Remote Sensing

Assessing Land Degradation and Desertification Using Vegetation Index Data: Current Frameworks and Future Directions

(2014) Thomas Higginbottom et al.   Remote Sensing

Spatial variability of soil organic carbon in the forestlands of northeast China

(2014) Ling Liu et al.   JOURNAL OF FORESTRY RESEARCH

Local interpolation of coseismic displacements measured by InSAR

(2013) M. Yaseen et al.   International Journal of Applied Earth Observation and Geoinformation

Soil organic carbon stocks in southeast Germany (Bavaria) as affected by land use, soil type and sampling depth

(2012) Martin Wiesmeier et al.   GLOBAL CHANGE BIOLOGY

Remote-sensing image analysis and geostatistics

(2012) Freek Van der Meer   INTERNATIONAL JOURNAL OF REMOTE SENSING

Satellite remote sensing for soil mapping in Africa

(2012) Olivier Dewitte et al.   PROGRESS IN PHYSICAL GEOGRAPHY

The use of remote sensing in soil and terrain mapping — A review

(2011) V.L. Mulder et al.   GEODERMA

Updating Conventional Soil Maps through Digital Soil Mapping

(2011) Lin Yang et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Soil resource assessment and mapping using remote sensing and GIS

(2010) A. Velmurugan et al.   Journal of the Indian Society of Remote Sensing

Monitoring the world's agriculture

(2010) Jeffrey Sachs et al.   NATURE

Topographic Effects on Soil Organic Carbon in Louisiana Watersheds

(2008) Biao Zhong et al.   ENVIRONMENTAL MANAGEMENT

Prediction of soil property distribution in paddy soil landscapes using terrain data and satellite information as indicators

(2007) Kay Sumfleth et al.   ECOLOGICAL INDICATORS