Data & Methodology — Bladen County

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

Contaminant Data — All Analytes

32999 total samples analyzed across 28 analytes. Data spans 1947 to 2024.

Contaminant Samples Years Detection Rate Distribution LowModHigh vs. Limit vs. NC Avg
Iron 29 1947–1962 97%
52% of limit ↓ 46% below
Arsenic 8 1970–1979 88%
60% of limit ~ typical
Chloride 47 1947–2013 98%
5% of limit ↓ 60% below
PFOS municipal 50 2023–2024 8%
0% of limit
PFOA municipal 50 2023–2024 6%
0% of limit
HFPO-DA (GenX) municipal 50 2023–2024 2%
0% of limit
PFNA municipal 50 2023–2024 0%
0% of limit
Radon 3 2013 100%
47% of limit ↓ 67% below
PFHxS municipal 50 2023–2024 8%
0% of limit
Sulfate 51 1947–2013 100%
2% of limit ↓ 50% below
Uranium 20 1972–2022 95%
0% of limit ~ typical
PFHxS municipal 50 2023–2024 8%
0% of limit
Sulfate 51 1947–2013 100%
2% of limit ↓ 50% below
PFNA municipal 50 2023–2024 0%
0% of limit
Uranium 20 1972–2022 95%
0% of limit ~ typical
Radon 3 2013 100%
47% of limit ↓ 67% below
PFBS municipal 50 2023–2024 6%
Fluoride 1 1954 0%
Manganese 1 1947 0%
Nitrate 1 1961 0%
Lead 1 1969 0%
Nitrite 1 1979 0%
pH 20 1947–2008 95% ↓ 24% below
Sodium 48 1954–2022 100% ↓ 38% below
E. coli 1 2013 0%
Hardness 42 1969–2024 100% ↓ 43% below
Total Coliform 1 1969 0%
Fecal Coliform 1 1974 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 NC.

Data Coverage & Gaps

Well-sampled analytes (15+ samples)

  • Iron 29 samples
  • Chloride 47 samples
  • PFOA 50 samples
  • PFNA 50 samples
  • Sulfate 51 samples
  • Uranium 20 samples
  • Sulfate 51 samples
  • PFNA 50 samples
  • Uranium 20 samples
  • pH 20 samples
  • Sodium 48 samples
  • Hardness 42 samples

Limited data (<15 samples) — interpret with caution

  • Arsenic 8 samples
  • Radon 3 samples
  • Radon 3 samples
  • Fluoride 1 sample
  • Manganese 1 sample
  • Nitrate 1 sample
  • Lead 1 sample
  • Nitrite 1 sample
  • E. coli 1 sample
  • Total Coliform 1 sample
  • Fecal Coliform 1 sample

CDC Health Outcome Correlations

Where contaminants detected in Bladen 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 Bladen County Prevalence NC Average Source Year
Arsenic Cancer prevalence 7.9% 6.7% 2020
Arsenic Kidney disease rate 4.6% 3.4% 2020

Source: CDC PLACES county-level estimates. Raw data: Download Bladen 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 NC with at least one sample for that analyte.

Last updated: 2026-05-28

Full methodology →