/Data-Analysis-of-Lake-Water-Qualities

Measures of chlorophyll represent the algal biomass in freshwater that is often used as a proxy for water quality and lake productivity. However, chlorophyll concentrations in lakes are dependent on many variables, such as water fouling, nutrient enrichment, and alterations in climate. We synthesize data of measured Chlorophyll A (CHLA) values with associated factors values, including Temperature and Total Phosphorus (Total P), for the Five Lakes of Maine in the US.

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Data-Analysis-of-Lake-Water-Qualities

Intorduction

Measures of chlorophyll represent the algal biomass in freshwater that is often used as a proxy for water quality and lake productivity. However, chlorophyll concentrations in lakes are dependent on many variables, such as water fouling, nutrient enrichment, and alterations in climate. We synthesize data of measured Chlorophyll A (CHLA) values with associated factors values, including Temperature and Total Phosphorus (Total P), for the Five Lakes of Maine in the US.

What We Have Done

Filling in Missing Data

  • Mean Value Method
  • Interpolation

Correlations

  • Pearson Factor
  • Spearman Factor
  • Kendall Factor
  • Biweight Midcorrelation
  • Maximal Information Coefficient (MIC)

Result

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