Geological and terrain attributes for predicting soil classes using pixel- and geographic object-based image analysis in the Brazilian Cerrado

A Meta-Methodology for Improving Land Cover and Land Use Classification with SAR Imagery

(2020) Marinalva Dias Soares et al.   Remote Sensing

Digital soil mapping including additional point sampling in Posses ecosystem services pilot watershed, southeastern Brazil

(2019) Bárbara Pereira Christofaro Silva et al.   Scientific Reports

Mapping at 30 m Resolution of Soil Attributes at Multiple Depths in Midwest Brazil

(2019) Raúl R. Poppiel et al.   Remote Sensing

Importance of terrain attributes in relation to the spatial distribution of soil properties at the micro scale: a case study

(2018) Vivekananthan Kokulan et al.   CANADIAN JOURNAL OF SOIL SCIENCE

Predicting reference soil groups using legacy data: A data pruning and Random Forest approach for tropical environment (Dano catchment, Burkina Faso)

(2018) Kpade O. L. Hounkpatin et al.   Scientific Reports

Comparing the efficiency of digital and conventional soil mapping to predict soil types in a semi-arid region in Iran

(2017) Mojtaba Zeraatpisheh et al.   GEOMORPHOLOGY

Classification of soil types using geographic object-based image analysis and Random Forest

(2017) A. Dornik et al.   PEDOSPHERE

Predicting active-layer soil thickness using topographic variables at a small watershed scale

(2017) Aidi Li et al.   PLoS One

Digital soil mapping at local scale using a multi-depth Vis–NIR spectral library and terrain attributes

(2016) Rodnei Rizzo et al.   GEODERMA

Digital soil mapping: A brief history and some lessons

(2016) Budiman Minasny et al.   GEODERMA

Digital soil mapping using reference area and artificial neural networks

(2016) Gustavo Pais de Arruda et al.   SCIENTIA AGRICOLA

Machine learning for predicting soil classes in three semi-arid landscapes

(2015) Colby W. Brungard et al.   GEODERMA

Very high-resolution digital elevation models: are multi-scale derived variables ecologically relevant?

(2015) Kevin Leempoel et al.   Methods in Ecology and Evolution

Holistic environmental soil-landscape modeling of soil organic carbon

(2014) Xiong Xiong et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Constructing a soil class map of Denmark based on the FAO legend using digital techniques

(2013) Kabindra Adhikari et al.   GEODERMA

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Associations between soil carbon and ecological landscape variables at escalating spatial scales in Florida, USA

(2012) Gustavo M. Vasques et al.   LANDSCAPE ECOLOGY

Decision trees for digital soil mapping on subtropical basaltic steeplands

(2011) Elvio Giasson et al.   SCIENTIA AGRICOLA

Updating Conventional Soil Maps through Digital Soil Mapping

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

Mapping continuous depth functions of soil carbon storage and available water capacity

(2009) B.P. Malone et al.   GEODERMA