LAPSE:2023.31407
Published Article
LAPSE:2023.31407
Application of Multispectral Images from Unmanned Aerial Vehicles to Analyze Operations of a Wastewater Treatment Plant
Bartosz Szeląg, Szymon Sobura, Renata Stoińska
April 18, 2023
The main task of a wastewater treatment plant (WWTP) is to reduce pollutants that adversely affect the receiving environment in which the effluent is discharged. The operation of a WWTP is a complex task due to the number of different processes that take place in its process facilities. In order to maintain the high efficiency of a WWTP, it is necessary to control the quality of the effluent at the outlet and monitor the processes taking place there. The main objective of the research presented in this study was to evaluate the possibility of using unmanned aerial vehicle (UAV) technology and multispectral images acquired with a Micasense Red-Edge MX camera to analyse the performance of an activated sludge bioreactor using the example of a municipal WWTP in Poland. Remote sensing analyses were carried out to check the relationships between the calculated spectral indices and the quality parameters in the bioreactor. The spectral indices assessed were the normalised difference vegetation index (NDVI), green normalised difference vegetation index (GNDVI), optimised soil adjusted vegetation index (OSAVI), and their derived indices, after substitution of the red or near-infrared channel with the red edge channel. In this study, the sensitivity of the NDVI and GNDVIRED-EDGE indexes to changes in the nutrient content (NUC) of the bioreactor was observed. The presented research may find application in the design of a new soft sensor for monitoring the operating conditions of wastewater treatment plants.
Keywords
GNDVI (green normalised difference vegetation index), multispectral images, spectral analyses, unmanned aerial vehicle (UAV), wastewater treatment plant (WWTP)
Suggested Citation
Szeląg B, Sobura S, Stoińska R. Application of Multispectral Images from Unmanned Aerial Vehicles to Analyze Operations of a Wastewater Treatment Plant. (2023). LAPSE:2023.31407
Author Affiliations
Szeląg B: Department of Geotechnics and Waste Management, Kielce University of Technology, 25-314 Kielce, Poland [ORCID]
Sobura S: Department of Geodesy and Geomatics, Kielce University of Technology, 25-314 Kielce, Poland [ORCID]
Stoińska R: Department of Water and Wastewater Technology, Kielce University of Technology, 25-314 Kielce, Poland
Journal Name
Energies
Volume
16
Issue
6
First Page
2871
Year
2023
Publication Date
2023-03-20
Published Version
ISSN
1996-1073
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Original Submission
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PII: en16062871, Publication Type: Journal Article
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LAPSE:2023.31407
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doi:10.3390/en16062871
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Apr 18, 2023
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