Data & Methodology — Richland County

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

Contaminant Data — All Analytes

28595 total samples analyzed across 19 analytes. Data spans 1945 to 2023.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. WI Avg
Iron 8 1945–1972 88%
230% of limit ~ typical
PFOS municipal 8 2022 12%
0% of limit
PFHxS municipal 8 2022 12%
0% of limit
PFNA municipal 8 2022 25%
0% of limit
PFOA municipal 8 2022 75%
2% of limit
HFPO-DA (GenX) municipal 8 2022 0%
0% of limit
Lead 2 1995 100%
23% of limit ↓ 28% below
Chloride 9 1945–1964 89%
2% of limit ↓ 58% below
Sulfate 15 1945–2023 100%
5% of limit ↓ 30% below
Fluoride 2 1947–1962 50%
2% of limit ↓ 63% below
Arsenic 2 1977–1995 50%
20% of limit ~ typical
pH 16 1947–2017 94% ~ typical
Manganese 1 1947 0%
Nitrite 1 1962 0%
Sodium 15 1970–2019 100% ↓ 82% below
Nitrate 1 1972 0%
Uranium 1 1980 0%
Hardness 3 1991–1995 100% ↑ 63% above
PFBS municipal 8 2022 12%

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)

  • Sulfate 15 samples
  • pH 16 samples
  • Sodium 15 samples

Limited data (<15 samples) — interpret with caution

  • Iron 8 samples
  • PFOS 8 samples
  • PFHxS 8 samples
  • PFNA 8 samples
  • PFOA 8 samples
  • HFPO-DA (GenX) 8 samples
  • Lead 2 samples
  • Chloride 9 samples
  • Fluoride 2 samples
  • Arsenic 2 samples
  • Manganese 1 sample
  • Nitrite 1 sample
  • Nitrate 1 sample
  • Uranium 1 sample
  • Hardness 3 samples
  • PFBS 8 samples

CDC Health Outcome Correlations

Where contaminants detected in Richland 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 Richland County Prevalence WI Average Source Year
PFOS Cancer prevalence 6.0% 7.0% 2020

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