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Related Concept Videos

Flame Photometry: Lab01:16

Flame Photometry: Lab

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In a flame photometer, when a solution like potassium chloride is aspirated into the flame, the solvent evaporates, leaving behind dehydrated salt. This salt dissociates into free gaseous atoms in their ground state. Some of these atoms absorb energy from the flame, leading to their excitation. The excited atoms return to the ground state, emitting photons at characteristic wavelengths. Because only electronic transitions are involved, the resulting emission lines are very narrow. The intensity...
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Related Experiment Video

Updated: Oct 19, 2025

A Low-Cost Method of Measuring the In Situ Primary Productivity of Periphyton Communities of Lentic Waters
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Chlorophyll a estimation in lakes using multi-parameter sonde data.

Xiaofeng Liu1, Aris P Georgakakos1

  • 1Georgia Water Resources Institute, School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA, USA.

Water Research
|September 24, 2021
PubMed
Summary
This summary is machine-generated.

Accurate algae biomass monitoring in lakes is improved by a new method correcting Chlorophyll a (Chl-a) fluorescence data. This approach addresses natural variations and daytime nonphotochemical quenching (NPQ) for reliable water quality assessments.

Keywords:
Chlorophyll a fluorescenceLakesMulti-parameter sondeNonphotochemical quenching

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Area of Science:

  • Environmental Science
  • Limnology
  • Water Quality Monitoring

Background:

  • Algae blooms pose significant global threats to freshwater ecosystems.
  • In-situ Chlorophyll a (Chl-a) fluorometers are crucial for rapid algae biomass assessment.
  • Existing Chl-a fluorescence measurements face challenges due to natural variability and nonphotochemical quenching (NPQ).

Purpose of the Study:

  • To develop an accurate method for converting in-situ Chl-a fluorescence to Chl-a concentration.
  • To address the nonlinear relationship and errors between sonde fluorescence and laboratory measurements.
  • To correct for nonphotochemical quenching (NPQ) effects in surface waters.

Main Methods:

  • Utilized water quality data from a freshwater lake (October 2018 - December 2020).
  • Developed a bias correction model incorporating concurrent sonde measurements of other water quality parameters.
  • Integrated a bias correction approach for nonphotochemical quenching (NPQ).

Main Results:

  • Initial analysis revealed a nonlinear, correlated, yet error-prone relationship between sonde Chl-a fluorescence and extracted Chl-a.
  • The new Chl-a model significantly improved accuracy.
  • Achieved a root mean square error (RMSE) below 0.95 µg/L.

Conclusions:

  • The developed method enhances the accuracy of Chl-a characterization in freshwater lakes and reservoirs.
  • This approach leverages readily available in-situ fluorescence sonde measurements.
  • Facilitates more reliable monitoring and management of algae blooms.