| Irrigation water | Low contamination: Pb 0.001 mg/L; Mn 0.03 mg/L; Cu 0.002 mg/L; Zn 0.005 mg/L; E. coli 1.0 × 103 CFU/10 mL | Slight increase in dry season | WHO (2006) ≤1000 FC/100 mL; USEPA heavy metal limits | Minimal industrial or domestic discharge | Safe; dilution effect observed |
| Elevated contamination: Pb 79.8–82 mg/L; Mn 4.8–5.9 mg/L; Cu 0.04–0.05 mg/L; Zn 1.1–1.2 mg/L; E. coli 2.7 × 103 CFU/10 mL | Higher in dry season | WHO (2006); USEPA | Industrial effluents, municipal wastewater, open drainage | High contamination; Pb and Mn highest; cumulative industrial impact |
| Persistent contamination: Pb 60–61 mg/L; Mn 4.3–4.5 mg/L; Cu 0.02–0.03 mg/L; Zn 0.95–1.0 mg/L; E. coli 3.0 × 103 CFU/10 mL | Dry season concentration higher | WHO (2006); USEPA | Industrial discharge, urban runoff | Contamination persists along river; risk to irrigated crops |
| Soil | Mn 1440–1489 mg/kg; Ni 51–53 mg/kg; Pb 61–63 mg/kg, Cu 32–33 mg/kg; Zn 79–82 mg/kg; high microbial load | Slight decrease in wet season | WHO / USEPA / EU | Irrigation with contaminated water, urban runoff, manure | Highest contamination; metals order: Mn > Ni > Pb > Cu > Zn; bioaccumulation potential |
| Mn 1150–1200 mg/kg, Ni 47–48 mg/kg; Pb 53–55 mg/kg; Cu 29–30 mg/kg; Zn 68–70 mg/kg | Slight reduction in wet season | WHO / USEPA / EU | Runoff, minor anthropogenic input | Moderate contamination; land-use dependent |
| Mn 820–840 mg/kg; Ni 34–35 mg/kg; Pb 36–38 mg/kg; Cu 24–25 mg/kg; Zn 49–50 mg/kg | Minimal seasonal change | WHO / USEPA / EU | Background soil, limited human influence | Lowest contamination among land-use types |
| Vegetables | Ni 29–30 mg/kg; Pb 1.38–1.40 mg/kg; Mn 19–20 mg/kg; Cu 11–12 mg/kg; Zn 8.9–9.0 mg/kg; total coliforms, fecal coliforms above limits | Slight increase in dry season | WHO / USEPA; WHO (2006); ICMSF (1998) | Contaminated irrigation water, soil, manure | Highest accumulation of Ni; metals decreasing: Ni > Pb > Mn > Cu > Zn; leafy vegetables most susceptible |
| Ni 22–24 mg/kg; Pb 1.18–1.20 mg/kg; Mn 17–18 mg/kg; Cu 10–10.5 mg/kg; Zn 8.4–8.5 mg/kg; microbial load elevated | Dry season higher | WHO / USEPA; WHO (2006); ICMSF (1998) | Irrigation, contaminated soil | Slightly lower than lettuce; significant BCF for Pb and Cu |
| Ni 20–21 mg/kg; Pb 1.12–1.15 mg/kg; Mn 17–17.5 mg/kg; Cu 9.8–10 mg/kg; Zn 8.1–8.2 mg/kg | Minimal seasonal variation | WHO / USEPA | Irrigation, soil | Lowest heavy metal accumulation among vegetables |
| Ni 1.18–1.20 mg/kg; Pb 0.48– 0.50 mg/kg; Mn 1.08–1.10 mg/kg; Cu 0.50–0.52 mg/kg; Zn 0.48–0.50 mg/kg; microbial load low | Minimal variation | WHO / USEPA; WHO (2006) | Background soil; minimal irrigation contamination | BCF < 1; minimal contamination |