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LakeQuality
D

Eddy Lake Water Quality Trend

Carlton County, Minnesota · 20202025 · 4 years of data

Eddy Lake water quality has been improving over the 4-year window from 2020–2025, based on EPA Water Quality Portal samples. The lake holds an overall Grade D today.

Water Clarity (Secchi)

Improving
2.4 m1.1 m20202025
20202025+0.17 m/yr

Phosphorus

Insufficient data (0 years, need 4+).

Chlorophyll-a

Insufficient data (0 years, need 4+).

Reading Eddy Lake's trajectory

Eddy Lake's overall water-quality trend across the 4-year sample window is improving. That's a real signal — multi-year improvements at a single lake typically reflect either reduced upstream loading (less fertilizer, less stormwater, less point-source discharge) or a successful TMDL implementation. The improvement isn't always linear; expect year-to-year noise, but the multi-year direction is the reliable read.

The 4-year sample window is short — long enough to flag possible directional shifts but not long enough to be confident the trend is structural rather than weather-driven. A single wet year, a single dry year, or a recent change in sampling location can pull a short-window trend in either direction. Treat the direction as suggestive rather than definitive; the absolute Grade and §303(d) listing status carry more weight than the trend over this period.

Clarity (Secchi depth), phosphorus, and chlorophyll-a are the three metrics most consistently sampled across years and most useful as trend indicators. Clarity captures the visible signal — how deep you can see into the water. Phosphorus is the primary nutrient driving algal growth in most lakes. Chlorophyll-a measures algal biomass directly. Together they describe the same underlying water-quality state from three angles; when all three agree on direction, the trend signal is strong.

How to read this

  • Clarity (Secchi depth): deeper visibility is better. An upward line means the water is getting clearer.
  • Phosphorus & Chlorophyll-a: lower is better. A downward line means fewer nutrients fueling algae growth.
  • Year-to-year variability is normal. Weather, sample timing, and short-window data all add noise. Look at direction, not single-year jumps.

Methodology

Each metric is calculated from EPA Water Quality Portal samples. Annual values are the median of all samples taken that year. The trend direction comes from a linear regression of those annual medians; we classify it as improving, declining, or stable when the change-per-year is below 2% of the long-run mean. The current cache spans roughly 20202025, which is a short window for climate-scale claims. Use this page to spot direction and as a launch point — link out to the EPA WQP for the raw record before citing as evidence.