Effects of plant diversity on soil carbon in diverse ecosystems: A global meta‐analysis
Soil organic carbon (SOC) is a valuable resource for mediating global climate change and
securing food production. Despite an alarming rate of global plant diversity loss …
securing food production. Despite an alarming rate of global plant diversity loss …
A comprehensive system of definitions of land surface (topographic) curvatures, with implications for their application in geoscience modelling and prediction
Current use of land surface curvatures (LSCs) is in a confused state as a large gap has
opened up between applications and theoretical work. LSCs exercise important control on …
opened up between applications and theoretical work. LSCs exercise important control on …
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 …
Predicting heavy metal contents by applying machine learning approaches and environmental covariates in west of Iran
The cuurent study was performed to predict spatial distribution of some heavy metals (Ni, Fe,
Cu, Mn) in western Iran, using environmental covariates and applying two machine learning …
Cu, Mn) in western Iran, using environmental covariates and applying two machine learning …
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 …
Assessing machine learning-based prediction under different agricultural practices for digital mapping of soil organic carbon and available phosphorus
Predicting soil chemical properties such as soil organic carbon (SOC) and available
phosphorus (Ava-P) content is critical in areas where different land uses exist. The …
phosphorus (Ava-P) content is critical in areas where different land uses exist. The …
Importance and strength of environmental controllers of soil organic carbon changes with scale
Spatial heterogeneity in environmental factors on the land surface moderates exchanges of
water, energy, and greenhouse gases between the land and the atmosphere. However …
water, energy, and greenhouse gases between the land and the atmosphere. However …
Influential topographic factor identification of soil heavy metals using GeoDetector: The effects of DEM resolution and pollution sources
Y Wu, L Zhou, Y Meng, Q Lin, Y Fei - Remote Sensing, 2023 - mdpi.com
Heavy metals (HMs) entering soils are redistributed by natural processes such as surface
runoff and soil erosion. These natural processes are characterized by topographic factors …
runoff and soil erosion. These natural processes are characterized by topographic factors …
Digital mapping of soil organic carbon using sentinel series data: A case study of the Ebinur Lake Watershed in Xinjiang
X Li, J Ding, J Liu, X Ge, J Zhang - Remote Sensing, 2021 - mdpi.com
As an important evaluation index of soil quality, soil organic carbon (SOC) plays an
important role in soil health, ecological security, soil material cycle and global climate cycle …
important role in soil health, ecological security, soil material cycle and global climate cycle …
Effects of different sources and spatial resolutions of environmental covariates on predicting soil organic carbon using machine learning in a semi-arid region of Iran
The main goal of this study was to consider and compare the effects of different spatial
resolutions of covariates from different sources on predicting SOC in a semi-arid region …
resolutions of covariates from different sources on predicting SOC in a semi-arid region …