Data & Methodology — Bayfield County

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

Contaminant Data — All Analytes

23540 total samples analyzed across 23 analytes. Data spans 1935 to 2024.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Radon 4 1993–2014 100%
150% of limit ↑ 63% above
Chloride 16 1935–1972 94%
1% of limit ↓ 78% below
Sulfate 45 1935–2002 96%
1% of limit ↓ 86% below
Fluoride 6 1945–1971 83%
8% of limit ~ typical
PFOA municipal 13 2022 23%
0% of limit
PFNA municipal 13 2022 15%
0% of limit
PFOS municipal 13 2022 0%
0% of limit
PFHxS municipal 13 2022 0%
0% of limit
HFPO-DA (GenX) municipal 13 2022 0%
0% of limit
Arsenic 5 1975–2014 100%
10% of limit ↓ 51% below
Lead 2 1975–1976 50%
47% of limit ↑ 44% above
Uranium 1 2014 100%
8% of limit ↑ 234% above
pH 46 1945–2024 100% ↓ 76% below
Sodium 50 1945–2014 98% ↓ 86% below
Manganese 1 1945 0%
E. coli 1 2005 0%
Iron 1 1945 0%
Nitrate 1 1935 0%
Nitrite 1 1970 0%
Total Coliform 1 2014 0%
Fecal Coliform 1 1986 0%
Hardness 24 1991–2024 96% ↓ 67% below
PFBS municipal 13 2022 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)

  • Chloride 16 samples
  • Sulfate 45 samples
  • pH 46 samples
  • Sodium 50 samples
  • Hardness 24 samples

Limited data (<15 samples) — interpret with caution

  • Radon 4 samples
  • Fluoride 6 samples
  • PFOA 13 samples
  • PFNA 13 samples
  • PFOS 13 samples
  • PFHxS 13 samples
  • HFPO-DA (GenX) 13 samples
  • Arsenic 5 samples
  • Lead 2 samples
  • Uranium 1 sample
  • Manganese 1 sample
  • E. coli 1 sample
  • Iron 1 sample
  • Nitrate 1 sample
  • Nitrite 1 sample
  • Total Coliform 1 sample
  • Fecal Coliform 1 sample
  • PFBS 13 samples

CDC Health Outcome Correlations

Where contaminants detected in Bayfield 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 Bayfield County Prevalence WI Average Source Year
Radon Cancer prevalence 6.1% 7.0% 2020

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