Pedology and digital soil mapping (DSM)

Y Ma, B Minasny, BP Malone… - European Journal of …, 2019 - Wiley Online Library
Pedology focuses on understanding soil genesis in the field and includes soil classification
and mapping. Digital soil mapping (DSM) has evolved from traditional soil classification and …

GlobalSoilMap: Toward a fine-resolution global grid of soil properties

D Arrouays, MG Grundy, AE Hartemink, JW Hempel… - Advances in …, 2014 - Elsevier
Soil scientists are being challenged to provide assessments of soil condition from local
through to global scales. A particular issue is the need for estimates of the stores and fluxes …

Calcium-mediated stabilisation of soil organic carbon

MC Rowley, S Grand, ÉP Verrecchia - Biogeochemistry, 2018 - Springer
Soils play an essential role in the global cycling of carbon and understanding the
stabilisation mechanisms behind the preservation of soil organic carbon (SOC) pools is of …

Using deep learning for digital soil mapping

J Padarian, B Minasny, AB McBratney - Soil, 2019 - soil.copernicus.org
Digital soil mapping (DSM) has been widely used as a cost-effective method for generating
soil maps. However, current DSM data representation rarely incorporates contextual …

Evaluation of digital soil mapping approaches with large sets of environmental covariates

M Nussbaum, K Spiess, A Baltensweiler, U Grob… - Soil, 2018 - soil.copernicus.org
The spatial assessment of soil functions requires maps of basic soil properties.
Unfortunately, these are either missing for many regions or are not available at the desired …

Digital mapping of soil organic carbon contents and stocks in Denmark

K Adhikari, AE Hartemink, B Minasny, R Bou Kheir… - PloS one, 2014 - journals.plos.org
Estimation of carbon contents and stocks are important for carbon sequestration,
greenhouse gas emissions and national carbon balance inventories. For Denmark, we …

Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran

R Taghizadeh-Mehrjardi, K Nabiollahi, R Kerry - Geoderma, 2016 - Elsevier
This study aimed to map SOC lateral, and vertical variations down to 1 m depth in a semi-
arid region in Kurdistan Province, Iran. Six data mining techniques namely; artificial neural …

Digital mapping of soil salinity in Ardakan region, central Iran

R Taghizadeh-Mehrjardi, B Minasny, F Sarmadian… - Geoderma, 2014 - Elsevier
Salinization and alkalinization are the most important land degradation processes in central
Iran. In this study we modelled the vertical and lateral variation of soil salinity (measured as …

Digital mapping of soil carbon

B Minasny, AB McBratney, BP Malone, I Wheeler - Advances in agronomy, 2013 - Elsevier
There is a global demand for soil data and information for food security and global
environmental management. There is also great interest in recognizing the soil system as a …

[HTML][HTML] Large scale mapping of soil organic carbon concentration with 3D machine learning and satellite observations

C Sothe, A Gonsamo, J Arabian, J Snider - Geoderma, 2022 - Elsevier
Canada has extensive forests and peatlands that play key roles in global carbon cycle.
Canadian soils and peatlands are assumed to store approximately 20% of the world's soil …