
Heliyon, Journal Year: 2024, Volume and Issue: 10(24), P. e41060 - e41060
Published: Dec. 1, 2024
Language: Английский
Heliyon, Journal Year: 2024, Volume and Issue: 10(24), P. e41060 - e41060
Published: Dec. 1, 2024
Language: Английский
Journal of Environmental Management, Journal Year: 2025, Volume and Issue: 373, P. 123947 - 123947
Published: Jan. 1, 2025
Language: Английский
Citations
0Environmental Research, Journal Year: 2025, Volume and Issue: unknown, P. 121466 - 121466
Published: March 1, 2025
Cadmium (Cd) contamination in soils is a pressing environmental issue due to its toxicity and persistence. Given the diverse geological formations intensive agricultural activities Ireland, understanding distribution sources of soil Cd particularly important. This study used multiple GIS-based spatial machine learning (SML) techniques investigate controlling factors 16,783 topsoil samples across island Ireland. Three analytical methods were applied: hot spot analysis detect clusters high low concentrations, Geographically Weighted Pearson Correlation Coefficients (GWPCC) explore how relationships with other properties vary space, Random Forest (RF) rank contributing accumulation. Hot revealed strong overlap between concentrations key geochemical variables including CIA, Fe, P, pH, SOC, Zn. GWPCC further highlighted their spatially varying relationships, significantly positive correlations Zn, P central midlands. The local correlation coefficients obtained from ranged negative highest values 0.80, 0.92 0.86, respectively, which higher than results traditional coefficients. These patterns associated impure limestones, Zn mineralization, phosphate fertilizer inputs. Furthermore, RF model ranked (39.4%) (17.6%) as most influential factors, importance increasing limestone-dominated areas (50.9% 27.4%), emphasized external contributions mineralization fertilizers addition natural demonstrated effectiveness integrating SML for identifying highlighting roles lithology provided valuable insights management policy development Ireland elsewhere.
Language: Английский
Citations
0Pedosphere, Journal Year: 2025, Volume and Issue: unknown
Published: April 1, 2025
Language: Английский
Citations
0Journal of environmental chemical engineering, Journal Year: 2025, Volume and Issue: unknown, P. 116793 - 116793
Published: April 1, 2025
Language: Английский
Citations
0Environmental Pollution, Journal Year: 2025, Volume and Issue: unknown, P. 126455 - 126455
Published: May 1, 2025
Language: Английский
Citations
0Environmental Pollution, Journal Year: 2024, Volume and Issue: 356, P. 124254 - 124254
Published: May 28, 2024
Language: Английский
Citations
3European Journal of Soil Biology, Journal Year: 2023, Volume and Issue: 120, P. 103576 - 103576
Published: Dec. 1, 2023
Language: Английский
Citations
8Industrial Crops and Products, Journal Year: 2024, Volume and Issue: 217, P. 118793 - 118793
Published: June 3, 2024
Language: Английский
Citations
2Agricultural Water Management, Journal Year: 2024, Volume and Issue: 306, P. 109146 - 109146
Published: Nov. 6, 2024
Language: Английский
Citations
2Bioresource Technology, Journal Year: 2024, Volume and Issue: 414, P. 131577 - 131577
Published: Oct. 5, 2024
Language: Английский
Citations
1