Complex hydrological knowledge to support digital soil mapping

An Analysis of Bare Soil Occurrence in Arable Croplands for Remote Sensing Topsoil Applications

(2021) Nada Mzid et al.   Remote Sensing

Comparison of Cubist models for soil organic carbon prediction via portable XRF measured data

(2021) Kingsley John et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Soil depth prediction by digital soil mapping and its impact in pine forestry productivity in South Brazil

(2021) Taciara Zborowski Horst-Heinen et al.   FOREST ECOLOGY AND MANAGEMENT

Updating the national soil map of Nepal through digital soil mapping

(2021) Sushil Lamichhane et al.   GEODERMA

Environmental covariates improve the spectral predictions of organic carbon in subtropical soils in southern Brazil

(2021) Jean Michel Moura-Bueno et al.   GEODERMA

Soil property maps with satellite images at multiple scales and its impact on management and classification

(2021) Nélida E.Q. Silvero et al.   GEODERMA

Bare Earth’s Surface Spectra as a Proxy for Soil Resource Monitoring

(2020) José A. M. Demattê et al.   Scientific Reports

Multispectral Models from Bare Soil Composites for Mapping Topsoil Properties over Europe

(2020) José Lucas Safanelli et al.   Remote Sensing

Digital mapping of soil parent material in a heterogeneous tropical area

(2020) Benito R. Bonfatti et al.   GEOMORPHOLOGY

Expert-based maps and highly detailed surface drainage models to support digital soil mapping

(2020) Fellipe A. O. Mello et al.   GEODERMA

A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data

(2020) Lei Zhang et al.   GEODERMA

Temporal mosaicking approaches of Sentinel-2 images for extending topsoil organic carbon content mapping in croplands

(2020) Emmanuelle Vaudour et al.   International Journal of Applied Earth Observation and Geoinformation

Pedology and soil class mapping from proximal and remote sensed data

(2019) Raúl R. Poppiel et al.   GEODERMA

The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges

(2019) José A.M. Demattê et al.   GEODERMA

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

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

Selecting appropriate machine learning methods for digital soil mapping

(2019) Yones Khaledian et al.   APPLIED MATHEMATICAL MODELLING

Spatial disaggregation of complex Soil Map Units at the regional scale based on soil-landscape relationships

(2018) Sébastien Vincent et al.   GEODERMA

Geospatial Soil Sensing System (GEOS3): A powerful data mining procedure to retrieve soil spectral reflectance from satellite images

(2018) José Alexandre Melo Demattê et al.   REMOTE SENSING OF ENVIRONMENT

How far can the uncertainty on a Digital Soil Map be known?: A numerical experiment using pseudo values of clay content obtained from Vis-SWIR hyperspectral imagery

(2018) Philippe Lagacherie et al.   GEODERMA

Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran

(2018) Mojtaba Zeraatpisheh et al.   GEODERMA

Improvement of Clay and Sand Quantification Based on a Novel Approach with a Focus on Multispectral Satellite Images

(2018) Caio Fongaro et al.   Remote Sensing

Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

(2018) Tomislav Hengl et al.   PeerJ

Semi-automatic disaggregation of a national resource inventory into a farm-scale soil depth class map

(2018) Trevan Flynn et al.   GEODERMA

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Spatial prediction of soil surface texture in a semiarid region using random forest and multiple linear regressions

(2016) César da Silva Chagas et al.   CATENA

An heuristic uncertainty directed field sampling design for digital soil mapping

(2016) Shu-Jie Zhang et al.   GEODERMA

History of soil geography in the context of scale

(2016) B.A. Miller et al.   GEODERMA

Digital soil mapping: A brief history and some lessons

(2016) Budiman Minasny et al.   GEODERMA

Incorporating limited field operability and legacy soil samples in a hypercube sampling design for digital soil mapping

(2016) Felix Stumpf et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE

Predicting USCS soil classification from soil property variables using Random Forest

(2016) Daniel R. Gambill et al.   JOURNAL OF TERRAMECHANICS

The relationship between drainage density, erosion rate, and hilltop curvature: Implications for sediment transport processes

(2016) Fiona J. Clubb et al.   JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

Integrating geospatial and multi-depth laboratory spectral data for mapping soil classes in a geologically complex area in southeastern Brazil

(2015) G. M. Vasques et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Estimating soil organic carbon through loss on ignition: effects of ignition conditions and structural water loss

(2015) M. J. J. Hoogsteen et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Improved classification of drainage networks using junction angles and secondary tributary lengths

(2015) Kichul Jung et al.   GEOMORPHOLOGY

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Köppen's climate classification map for Brazil

(2014) Clayton Alcarde Alvares et al.   METEOROLOGISCHE ZEITSCHRIFT

The Morphometry of Lake Palmas, a Deep Natural Lake in Brazil

(2014) Gilberto F. Barroso et al.   PLoS One

Disaggregating and harmonising soil map units through resampled classification trees

(2013) Nathan P. Odgers et al.   GEODERMA

Geoinformatics for assessing the morphometric control on hydrological response at watershed scale in the Upper Indus Basin

(2013) SHAKIL AHMAD ROMSHOO et al.   Journal of Earth System Science

Comparison between detailed digital and conventional soil maps of an area with complex geology

(2013) Osmar Bazaglia Filho et al.   REVISTA BRASILEIRA DE CIENCIA DO SOLO

Prioritization of Malesari mini-watersheds through morphometric analysis: a remote sensing and GIS perspective

(2012) Dhruvesh P. Patel et al.   Environmental Earth Sciences

Sampling for validation of digital soil maps

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

Under what conditions do parallel river networks occur?

(2011) Kichul Jung et al.   GEOMORPHOLOGY

Regression rules as a tool for predicting soil properties from infrared reflectance spectroscopy

(2008) Budiman Minasny et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Extrapolating regional soil landscapes from an existing soil map: Sampling intensity, validation procedures, and integration of spatial context

(2007) Clovis Grinand et al.   GEODERMA