
IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 189233 - 189252
Published: Jan. 1, 2024
Language: Английский
IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 189233 - 189252
Published: Jan. 1, 2024
Language: Английский
Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 104160 - 104160
Published: Jan. 1, 2025
Language: Английский
Citations
5Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 103985 - 103985
Published: Jan. 1, 2025
Language: Английский
Citations
2Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)
Published: Feb. 6, 2025
Improper management of soil resources leads to the destruction organic carbon (SOC) stock and, as a result, reduction quality, well accelerating process climate change through release SOC into atmosphere. This study was conducted evaluate potential different simulation models map spatial variability affected by land use in area Qarasu watershed Kermanshah province, west Iran. Map sampling points prepared using Latin hypercube method. A total 168 observation were selected and profile dug described these points. The samples taken horizon determine content laboratory. mapped kriging geostatistical method area. changes simulated multivariate analysis machine learning methods including generalized linear model (GLM), additive (LAM), cubist, random forest (RF), support vector (SVM) models. Comprehensive measurement data is utilized develop validate predictive Predictor variables included 16 topographic two vegetation, six parent material, four climatic variables. In-depth statistical analyses are proposed performance. results showed that ranged from 0.19 8.44 percent uses. spherical variogram with MAE = 0.41 best fits interpolate ordinary LAM estimated wider range (SOC 0.18–4.82%) among model. However, RF (R2 0.64 RMSE 0.58%) most accurate predicting quantity comparing other It can be used reliable predict similar semiarid regions West Asia Among predictor variables, material's intrinsic properties topography had greatest effect variability.
Language: Английский
Citations
2Journal of Cleaner Production, Journal Year: 2025, Volume and Issue: unknown, P. 144931 - 144931
Published: Feb. 1, 2025
Language: Английский
Citations
2Ecological Informatics, Journal Year: 2024, Volume and Issue: 85, P. 102933 - 102933
Published: Dec. 7, 2024
Language: Английский
Citations
11Journal of Water Process Engineering, Journal Year: 2025, Volume and Issue: 70, P. 106969 - 106969
Published: Jan. 11, 2025
Language: Английский
Citations
1Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 104254 - 104254
Published: Feb. 1, 2025
Language: Английский
Citations
1Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 104315 - 104315
Published: Feb. 1, 2025
Language: Английский
Citations
1Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 104159 - 104159
Published: Jan. 1, 2025
Language: Английский
Citations
0Journal of Water Process Engineering, Journal Year: 2025, Volume and Issue: 71, P. 107263 - 107263
Published: Feb. 15, 2025
Language: Английский
Citations
0