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Sensors for Biomass Monitoring in Vegetated Green Infrastructure: A Review

Bioretention cells, or rain gardens, can effectively reduce many contaminants in polluted stormwater through phytoremediation and bioremediation. The vegetated soil structure develops bacterial communities both within the soil and around the vegetation roots that play a significant role in the biore...

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Autores principales: Jalilian, Farhad, Valeo, Caterina, Chu, Angus, Bhiladvala, Rustom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10385927/
https://www.ncbi.nlm.nih.gov/pubmed/37514698
http://dx.doi.org/10.3390/s23146404
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author Jalilian, Farhad
Valeo, Caterina
Chu, Angus
Bhiladvala, Rustom
author_facet Jalilian, Farhad
Valeo, Caterina
Chu, Angus
Bhiladvala, Rustom
author_sort Jalilian, Farhad
collection PubMed
description Bioretention cells, or rain gardens, can effectively reduce many contaminants in polluted stormwater through phytoremediation and bioremediation. The vegetated soil structure develops bacterial communities both within the soil and around the vegetation roots that play a significant role in the bioremediative process. Prediction of a bioretention cell’s performance and efficacy is essential to the design process, operation, and maintenance throughout the design life of the cell. One of the key hurdles to these important issues and, therefore, to appropriate designs, is the lack of effective and inexpensive devices for monitoring and quantitatively assessing this bioremediative process in the field. This research reviews the available technologies for biomass monitoring and assesses their potential for quantifying bioremediative processes in rain gardens. The methods are discussed based on accuracy and calibration requirements, potential for use in situ, in real-time, and for characterizing biofilm formation in media that undergoes large fluctuations in nutrient supply. The methods discussed are microscopical, piezoelectric, fiber-optic, thermometric, and electrochemical. Microscopical methods are precluded from field use but would be essential to the calibration and verification of any field-based sensor. Piezoelectric, fiber-optic, thermometric, and some of the electrochemical-based methods reviewed come with limitations by way of support mechanisms or insufficient detection limits. The impedance-based electrochemical method shows the most promise for applications in rain gardens, and it is supported by microscopical methods for calibration and validation.
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spelling pubmed-103859272023-07-30 Sensors for Biomass Monitoring in Vegetated Green Infrastructure: A Review Jalilian, Farhad Valeo, Caterina Chu, Angus Bhiladvala, Rustom Sensors (Basel) Review Bioretention cells, or rain gardens, can effectively reduce many contaminants in polluted stormwater through phytoremediation and bioremediation. The vegetated soil structure develops bacterial communities both within the soil and around the vegetation roots that play a significant role in the bioremediative process. Prediction of a bioretention cell’s performance and efficacy is essential to the design process, operation, and maintenance throughout the design life of the cell. One of the key hurdles to these important issues and, therefore, to appropriate designs, is the lack of effective and inexpensive devices for monitoring and quantitatively assessing this bioremediative process in the field. This research reviews the available technologies for biomass monitoring and assesses their potential for quantifying bioremediative processes in rain gardens. The methods are discussed based on accuracy and calibration requirements, potential for use in situ, in real-time, and for characterizing biofilm formation in media that undergoes large fluctuations in nutrient supply. The methods discussed are microscopical, piezoelectric, fiber-optic, thermometric, and electrochemical. Microscopical methods are precluded from field use but would be essential to the calibration and verification of any field-based sensor. Piezoelectric, fiber-optic, thermometric, and some of the electrochemical-based methods reviewed come with limitations by way of support mechanisms or insufficient detection limits. The impedance-based electrochemical method shows the most promise for applications in rain gardens, and it is supported by microscopical methods for calibration and validation. MDPI 2023-07-14 /pmc/articles/PMC10385927/ /pubmed/37514698 http://dx.doi.org/10.3390/s23146404 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Jalilian, Farhad
Valeo, Caterina
Chu, Angus
Bhiladvala, Rustom
Sensors for Biomass Monitoring in Vegetated Green Infrastructure: A Review
title Sensors for Biomass Monitoring in Vegetated Green Infrastructure: A Review
title_full Sensors for Biomass Monitoring in Vegetated Green Infrastructure: A Review
title_fullStr Sensors for Biomass Monitoring in Vegetated Green Infrastructure: A Review
title_full_unstemmed Sensors for Biomass Monitoring in Vegetated Green Infrastructure: A Review
title_short Sensors for Biomass Monitoring in Vegetated Green Infrastructure: A Review
title_sort sensors for biomass monitoring in vegetated green infrastructure: a review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10385927/
https://www.ncbi.nlm.nih.gov/pubmed/37514698
http://dx.doi.org/10.3390/s23146404
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