Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates
In the digital soil mapping (DSM) framework, machine learning models quantify the
relationship between soil observations and environmental covariates. Generally, the most …
relationship between soil observations and environmental covariates. Generally, the most …
Soil organic carbon stability under natural and anthropogenic-induced perturbations
Soil organic carbon (SOC) plays key roles in determining soil properties, plant nutrients, and
land-atmosphere carbon exchange, yet is affected by various natural and anthropogenic …
land-atmosphere carbon exchange, yet is affected by various natural and anthropogenic …
Soil aggregation in relation to organic amendment: a synthesis
Soil aggregation, a key aspect of soil physical health, is a crucial component of
agroecosystem sustainability as it affects numerous soil processes and agroecosystem …
agroecosystem sustainability as it affects numerous soil processes and agroecosystem …
Spatial prediction of soil aggregate stability and soil organic carbon in aggregate fractions using machine learning algorithms and environmental variables
M Zeraatpisheh, S Ayoubi, Z Mirbagheri… - Geoderma …, 2021 - Elsevier
Abstract Knowledge about the spatial variability of soil aggregate stability indices, soil
organic carbon (SOC) in various aggregate sizes, and aggregation across the landscape is …
organic carbon (SOC) in various aggregate sizes, and aggregation across the landscape is …
Effects of different vegetation restoration measures on soil aggregate stability and erodibility on the Loess Plateau, China
Y Dou, Y Yang, S An, Z Zhu - Catena, 2020 - Elsevier
Vegetation restoration may affect soil aggregate stability and the ability of soil to resist
erosion. To evaluate the influence of vegetation restoration measures on the stability of soil …
erosion. To evaluate the influence of vegetation restoration measures on the stability of soil …
Spatial prediction of soil organic carbon using machine learning techniques in western Iran
H Mahmoudzadeh, HR Matinfar… - Geoderma …, 2020 - Elsevier
Estimation of soil organic carbon (SOC) is very useful for accurate monitoring of carbon
sequestration. However, there are still significant gaps in the knowledge of SOC reserves in …
sequestration. However, there are still significant gaps in the knowledge of SOC reserves in …
Digital mapping of soil organic carbon using ensemble learning model in Mollisols of Hyrcanian forests, northern Iran
This study was conducted to evaluate the efficacy of the ensemble machine learning model
to predict the spatial variation of soil organic carbon (SOC) concentration in a deciduous …
to predict the spatial variation of soil organic carbon (SOC) concentration in a deciduous …
Accumulation of organic carbon in various soil aggregate sizes under different land use systems in a semi-arid environment
Aggregate-protected soil organic matter remains an important platform for organic carbon
stabilisation and a sink for atmospheric CO 2 emission, which play a crucial role in …
stabilisation and a sink for atmospheric CO 2 emission, which play a crucial role in …
Responses of soil aggregate stability to organic C and total N as controlled by land-use type in a region of south China affected by sheet erosion
X Tang, J Qiu, Y Xu, J Li, J Chen, B Li, Y Lu - Catena, 2022 - Elsevier
Soil aggregate stability is considered as one of the most sensitive parameters that reflect soil
structure and quality, which is significantly influenced by soil organic carbon (OC) and total …
structure and quality, which is significantly influenced by soil organic carbon (OC) and total …
Effects of land use change on organic carbon dynamics associated with soil aggregate fractions on the Loess Plateau, China
Z Zhong, X Han, Y Xu, W Zhang, S Fu… - Land Degradation & …, 2019 - Wiley Online Library
Organic carbon (OC) sequestration through soil aggregation is an important aspect of land
use change/conversion (LUCC) influencing the terrestrial ecosystem C cycle, although little …
use change/conversion (LUCC) influencing the terrestrial ecosystem C cycle, although little …