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 …
decisive for climate regulation but also affects other soil functions. Recent efforts to assess …
Soil organic carbon dynamics: Impact of land use changes and management practices: A review
Global climate change has resulted in changes to the earth's geological, ecological, and
biological ecosystems, which pose a severe threat to the existence of human civilization and …
biological ecosystems, which pose a severe threat to the existence of human civilization and …
Predicting and mapping of soil organic carbon using machine learning algorithms in Northern Iran
Estimation of the soil organic carbon (SOC) content is of utmost importance in understanding
the chemical, physical, and biological functions of the soil. This study proposes machine …
the chemical, physical, and biological functions of the soil. This study proposes machine …
Responses of soil carbon sequestration to climate‐smart agriculture practices: A meta‐analysis
Climate‐smart agriculture (CSA) management practices (eg, conservation tillage, cover
crops, and biochar applications) have been widely adopted to enhance soil organic carbon …
crops, and biochar applications) have been widely adopted to enhance soil organic carbon …
Increasing soil carbon storage: mechanisms, effects of agricultural practices and proxies. A review
The international 4 per 1000 initiative aims at supporting states and non-governmental
stakeholders in their efforts towards a better management of soil carbon (C) stocks. These …
stakeholders in their efforts towards a better management of soil carbon (C) stocks. These …
A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an …
K Were, DT Bui, ØB Dick, BR Singh - Ecological Indicators, 2015 - Elsevier
Soil organic carbon (SOC) is a key indicator of ecosystem health, with a great potential to
affect climate change. This study aimed to develop, evaluate, and compare the performance …
affect climate change. This study aimed to develop, evaluate, and compare the performance …
Prediction of soil organic carbon and the C: N ratio on a national scale using machine learning and satellite data: A comparison between Sentinel-2, Sentinel-3 and …
T Zhou, Y Geng, C Ji, X Xu, H Wang, J Pan… - Science of the Total …, 2021 - Elsevier
Soil organic carbon (SOC) and soil carbon-to-nitrogen ratio (C: N) are the main indicators of
soil quality and health and play an important role in maintaining soil quality. Together with …
soil quality and health and play an important role in maintaining soil quality. Together with …
Digital mapping 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 …
uses, soils, and climatic gradients at regional scale is still limited. Research in digital soil …
Comparison of boosted regression tree and random forest models for mapping topsoil organic carbon concentration in an alpine ecosystem
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 …
and a better understanding of the spatial patterns of SOC is essential for soil resource …
[HTML][HTML] Comparison of random forest and multiple linear regression models for estimation of soil extracellular enzyme activities in agricultural reclaimed coastal saline …
X Xie, T Wu, M Zhu, G Jiang, Y Xu, X Wang, L Pu - Ecological Indicators, 2021 - Elsevier
The alternations in soil physicochemical properties caused by the reclamation of coastal
tidal land can strongly affect the activities of soil extracellular enzymes. Soil extracellular …
tidal land can strongly affect the activities of soil extracellular enzymes. Soil extracellular …