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About the Spokane River fish data

    Rainbow trout, montain whitefish and largescale suckers taken from 4 different localities along the Spokane River (eastern Washington) during July, August and October of 1999 were analyzed for lead by Manchester Laboratory for the Washington State Department of Ecology. Most of the analyses were done on filets (the part typically consumed by humans), however a few whole specimens were tested as well. Metal contents are reported in milligrams of metal per kilogram of fish (mg/kg), which is an equivalent unit to parts per million (ppm). A couple of redundant analyses indicate crude uncertainties in reproducibility of at least .07 ppm for lead.

    The source of the heavy metals is upstream from Spokane in the Coeur d'Alene mining district of northern Idaho, one of the richest mining districts in the US and also one of the most heavily contaminated. Acid mine drainage directly from shafts and adits, and from leaching of metal rich mine tailings (waste rock), as well as metal-rich discharges from smelters, have contaminated many streams, rivers and lakes in the Spokane/Coeur d'Alene watershed. Metals are both dissolved in the river water and found as minute particles, and can enter the food web at various stages.

    Mean lead content of filets are highest for rainbow trout and lowest for mountain whitefish, with suckers in between. Standard deviations are high compared to the mean value, indicating a lot of variability. Perhaps some of this variability is due to age; the older the fish, the more lead it may have accumulated. Size of the fish might be used as a proxy for age to test this assumption.

    Mean lead contents of whole fish are highest in suckers and lowest in whitefish (though the number of analyses is very small). The mean lead content of whole fish is very much larger than the corresponding filet, indicating that lead is concentrated in tissues other than filets (probably bones and fat).

    Lead can cause health problems, especially in children. Are these levels cause for concern? What part of the fish would you eat?

Variables:

trout- concentration of lead in trouts in ppm

whitefish- concentration of lead in whitefish in ppm

sucker- concentration of lead in sucker in ppm

Link To Google Sheets:

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References/Notes/Attributions:

Reference: Johnson, A. (2000), Results from Analyzing Metals in 1999 Spokane River Fish and Crayfish Samples; Washington State Dept. of Ecology report #00-03-017.

Langkamp, G. and Hull, J., 2022. QELP Data Set 021. [online] Seattlecentral.edu. Available at: <https://seattlecentral.edu/qelp/sets/021/021.html> [Accessed 27 July 2022].

R Dataset Upload:

Use the following R code to directly access this dataset in R.

d <- read.csv("https://www.key2stats.com/Lead_Concentrations_in_Spokane_River_Fish_1675.csv")

R Coding Interface:


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