Data & Methodology — Iron County

Full contaminant data, sample history, and sourcing for Iron County. For readers who want to go beyond the summary.

Contaminant Data — All Analytes

8676 total samples analyzed across 21 analytes. Data spans 1958 to 2022.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Manganese 7 1958–1969 86%
750% of limit ~ typical
Iron 7 1958–1969 86%
617% of limit ↑ 131% above
Lead 29 1988–2016 93%
1% of limit ↓ 98% below
Chloride 61 1958–2016 97%
2% of limit ↓ 71% below
Sulfate 40 1958–2016 95%
2% of limit ↓ 69% below
Fluoride 7 1966–1971 86%
9% of limit ↑ 31% above
Arsenic 16 1982–2016 94%
5% of limit ↓ 75% below
Uranium 8 2012–2016 100%
0% of limit ↓ 96% below
PFHxS 4 2022 0%
0% of limit
Nitrate 7 1997–1999 86%
4% of limit ↓ 75% below
PFOA 4 2022 75%
5% of limit
PFOS 4 2022 0%
0% of limit
PFNA 4 2022 50%
1% of limit
HFPO-DA (GenX) 4 2022 0%
0% of limit
PFBS 4 2022 0%
Sodium 44 1966–2021 98% ↓ 76% below
Hardness 29 1989–2021 100% ↓ 71% below
E. coli 1 2002 0%
Nitrite 1 2014 0%
pH 14 1958–2022 100% ↓ 37% below
Fecal Coliform 2 1989–2002 0%

Distribution shows the share of samples in each concentration band relative to the EPA Maximum Contaminant Level (MCL): Low = below half the MCL, Moderate = between half and the MCL, High = above the MCL. Analytes without an MCL (e.g. sodium, pH) show — in the limit columns. State average is based on county median values across WI.

Data Coverage & Gaps

Well-sampled analytes (15+ samples)

  • Lead 29 samples
  • Chloride 61 samples
  • Sulfate 40 samples
  • Arsenic 16 samples
  • Sodium 44 samples
  • Hardness 29 samples

Limited data (<15 samples) — interpret with caution

  • Manganese 7 samples
  • Iron 7 samples
  • Fluoride 7 samples
  • Uranium 8 samples
  • PFHxS 4 samples
  • Nitrate 7 samples
  • PFOA 4 samples
  • PFOS 4 samples
  • PFNA 4 samples
  • HFPO-DA (GenX) 4 samples
  • PFBS 4 samples
  • E. coli 1 sample
  • Nitrite 1 sample
  • pH 14 samples
  • Fecal Coliform 2 samples

CDC Health Outcome Correlations

Where contaminants detected in Iron County have established associations with specific health outcomes, we cross-reference CDC PLACES county-level prevalence data. This is a contextual signal, not a causal claim.

Contaminant Associated Condition Iron County Prevalence WI Average Source Year
Lead Heart disease rate 9.9% 6.5% 2020

Source: CDC PLACES county-level estimates. Raw data: Download Iron County CDC PLACES data →

Data Sources

This report aggregates data from the following public databases:

Methodology

Raw records are downloaded from the Water Quality Portal and normalized to µg/L (ppb). Records are deduplicated by sample ID and date, and certified outliers are excluded. Analyte names are mapped to EPA canonical forms. Detection rates, distribution bands, and MCL comparisons are computed from the normalized dataset.

Distribution bands use the EPA Maximum Contaminant Level as the threshold: concentrations below 50% of the MCL are classed as Low, between 50% and 100% as Moderate, and above 100% as High. For analytes without an MCL (sodium, hardness, pH), distribution is not computed.

State comparison uses the median of county median values across all counties in WI with at least one sample for that analyte.

Last updated: 2026-05-23

Full methodology →