Soil organic carbon storage as a key function of soils-A review of drivers and indicators at various scales

M Wiesmeier, L Urbanski, E Hobley, B Lang… - Geoderma, 2019 - Elsevier
The capacity of soils to store organic carbon represents a key function of soils that is not only
decisive for climate regulation but also affects other soil functions. Recent efforts to assess …

Digital soil map** algorithms and covariates for soil organic carbon map** and their implications: A review

S Lamichhane, L Kumar, B Wilson - Geoderma, 2019 - Elsevier
This article reviews the current research and applications of various digital soil map**
(DSM) techniques used to map Soil Organic Carbon (SOC) concentration and stocks …

High resolution map** of soil properties using remote sensing variables in south-western Burkina Faso: a comparison of machine learning and multiple linear …

G Forkuor, OKL Hounkpatin, G Welp, M Thiel - PloS one, 2017 - journals.plos.org
Accurate and detailed spatial soil information is essential for environmental modelling, risk
assessment and decision making. The use of Remote Sensing data as secondary sources of …

Digital map** of soil carbon fractions with machine learning

H Keskin, S Grunwald, WG Harris - Geoderma, 2019 - Elsevier
Our understanding of the spatial distribution of soil carbon (C) pools across diverse land
uses, soils, and climatic gradients at regional scale is still limited. Research in digital soil …

Soil organic carbon stocks in topsoil and subsoil controlled by parent material, carbon input in the rhizosphere, and microbial-derived compounds

G Angst, J Messinger, M Greiner, W Häusler… - Soil Biology and …, 2018 - Elsevier
Despite a large body of studies investigating soil organic carbon (SOC) stocks and potential
influencing factors, the impact of contrasting parent material, particularly in the subsoil, has …

High-resolution digital map** of soil organic carbon and soil total nitrogen using DEM derivatives, Sentinel-1 and Sentinel-2 data based on machine learning …

T Zhou, Y Geng, J Chen, J Pan, D Haase… - Science of The Total …, 2020 - Elsevier
Soil organic carbon (SOC) and soil total nitrogen (STN) are important indicators of soil
health and play a key role in the global carbon and nitrogen cycles. High-resolution radar …

Comparison of boosted regression tree and random forest models for map** topsoil organic carbon concentration in an alpine ecosystem

RM Yang, GL Zhang, F Liu, YY Lu, F Yang, F Yang… - Ecological …, 2016 - Elsevier
Soil organic carbon (SOC) plays an important role in soil fertility and carbon sequestration,
and a better understanding of the spatial patterns of SOC is essential for soil resource …

Drivers of soil organic carbon storage and vertical distribution in Eastern Australia

E Hobley, B Wilson, A Wilkie, J Gray, T Koen - Plant and Soil, 2015 - Springer
Aims Drivers of soil organic carbon (SOC) storage are likely to vary in importance in different
regions and at different depths due to local factors influencing SOC dynamics. This paper …

Total soil organic carbon and carbon sequestration potential in Nigeria

SIC Akpa, IOA Odeh, TFA Bishop, AE Hartemink… - Geoderma, 2016 - Elsevier
This study aimed to quantify SOC stocks and potential C sequestration for Nigeria using
legacy soil data. Mass preserving splines were fitted to legacy SOC and bulk density (BD) …

Feasibility of the 4 per 1000 initiative in Bavaria: A reality check of agricultural soil management and carbon sequestration scenarios

M Wiesmeier, S Mayer, J Burmeister, R Hübner… - Geoderma, 2020 - Elsevier
An increase of soil organic carbon (SOC) stocks in agricultural soils does not only have
positive effects on soil quality and soil resilience but may also contribute to climate change …