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Ruiz-Muñoz A, Siles JA, Márquez P, Toledo M, Gutiérrez MC, Martín MA. Odor emission assessment of different WWTPs with Extended Aeration Activated Sludge and Rotating Biological Contactor technologies in the province of Cordoba (Spain). JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 326:116741. [PMID: 36399884 DOI: 10.1016/j.jenvman.2022.116741] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 11/04/2022] [Accepted: 11/07/2022] [Indexed: 06/16/2023]
Abstract
In this study, five urban WWTPs (Wastewater Treatment Plant) with different biological treatment (Extended Aeration Activated Sludge - EAAS; Rotating Biological Contactor - RBC), wastewater type (Urban; Industrial) and size, were jointly evaluated. The aim was twofold: (1) to analyze and compare their odor emissions, and (2) to identify the main causes of its generation from the relationships between physico-chemical, respirometric and olfactometric variables. The results showed that facilities with EAAS technology were more efficient than RBC, with elimination yields of organic matter higher than 90%. In olfactometric terms, sludge managements facilities (SMFs) were found to be the critical odor source in all WWTPs compared to the Inlet point (I) or Post primary treatment (PP), and for seasonal periods with ambient temperature higher than 25 °C. Moreover, the global odor emissions quantified in all SMFs revealed that facilities with EAAS (C-WWTP, V-WWTP and Z-WWTP) had a lower odor contribution (19,345, 14,800 and 11,029 ouE/s·m2, respectively) than for those with RBC technology (P-WWTP and NC-WWTP) which accounted for 19,747 ouE/s·m2 and 80,061 ouE/s·m2, respectively. In addition, chemometric analysis helped to find groupings and differences between the WWTPs considering the wastewater (71.27% of total variance explained) and sludge management (64.52% of total variance explained) lines independently. Finally, odor emissions were adequately predicted from the physico-chemical and respirometric variables in the wastewater (r2 = 0.8738) and sludge (r2 = 0.9373) lines, being pH, volatile acidity and temperature (wastewater line), and pH, moisture, temperature, SOUR (Specific Oxygen Uptake Rate) and OD20 (Cumulative Oxygen Demand at 20 h) (sludge line) the most influential variables.
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Affiliation(s)
- A Ruiz-Muñoz
- Department of Inorganic Chemistry and Chemical Engineering, Area of Chemical Engineering, Universidad de Córdoba, Instituto Químico para La Energía y El Medioambiente (IQUEMA), Campus de Excelencia Internacional Agroalimentario ceiA3, Edificio Marie Curie, 14071, Córdoba, Spain
| | - J A Siles
- Department of Inorganic Chemistry and Chemical Engineering, Area of Chemical Engineering, Universidad de Córdoba, Instituto Químico para La Energía y El Medioambiente (IQUEMA), Campus de Excelencia Internacional Agroalimentario ceiA3, Edificio Marie Curie, 14071, Córdoba, Spain
| | - P Márquez
- Department of Inorganic Chemistry and Chemical Engineering, Area of Chemical Engineering, Universidad de Córdoba, Instituto Químico para La Energía y El Medioambiente (IQUEMA), Campus de Excelencia Internacional Agroalimentario ceiA3, Edificio Marie Curie, 14071, Córdoba, Spain
| | - M Toledo
- Department of Inorganic Chemistry and Chemical Engineering, Area of Chemical Engineering, Universidad de Córdoba, Instituto Químico para La Energía y El Medioambiente (IQUEMA), Campus de Excelencia Internacional Agroalimentario ceiA3, Edificio Marie Curie, 14071, Córdoba, Spain
| | - M C Gutiérrez
- Department of Inorganic Chemistry and Chemical Engineering, Area of Chemical Engineering, Universidad de Córdoba, Instituto Químico para La Energía y El Medioambiente (IQUEMA), Campus de Excelencia Internacional Agroalimentario ceiA3, Edificio Marie Curie, 14071, Córdoba, Spain
| | - M A Martín
- Department of Inorganic Chemistry and Chemical Engineering, Area of Chemical Engineering, Universidad de Córdoba, Instituto Químico para La Energía y El Medioambiente (IQUEMA), Campus de Excelencia Internacional Agroalimentario ceiA3, Edificio Marie Curie, 14071, Córdoba, Spain.
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A study on the relationship between odor hedonic ratings and individual odor detection threshold. Sci Rep 2022; 12:18482. [PMID: 36323760 PMCID: PMC9628383 DOI: 10.1038/s41598-022-23068-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 10/25/2022] [Indexed: 11/07/2022] Open
Abstract
Odor hedonic perception (pleasant/unpleasant character) is considered as the first and one of the most prominent dimensions in olfaction and is known to depend on several parameters. Among them, the relation between the odorant concentration and the hedonic estimation has been widely studied. However, few studies have considered odor hedonic ratings (OHR) in relation to individual detection thresholds (IDT). Thus, the aim of this study was to determine olfactory detection thresholds and to describe hedonic rating variations from individual thresholds to higher concentrations. IDT were performed for two pleasant (apple and jasmine) and two unpleasant (durian and trimethylamine) odorant stimuli. The experimenter presented one by one in a randomized order, the different odorant concentrations above IDT. Participants rated odor hedonic valence of these stimuli on a visual analog scale. Results showed, except for trimethylamine, the same relationship between hedonic ratings and stimulus concentration, i.e., an increase of pleasantness (apple and jasmine)/unpleasantness (durian) ratings at low and middle concentrations followed by a plateau at high concentrations. Correlations between OHR and concentrations as well as between OHR and threshold steps were always significant. Moreover, comparisons between both conditions showed that the correlation coefficient was significantly higher for trimethylamine (and a trend for apple) when IDTs were considered, while no difference was found for jasmine and durian. Overall, results suggested that the relationship between OHR and IDT is odor specific. These findings contribute to explain the large variability of the hedonic tone (i.e., weakly vs. very pleasant, weakly vs. very unpleasant) at specific concentration in the general population and could serve future research in this field (e.g., olfactory preferences in nutrition studies, anhedonia in psychiatric disorders…).
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Hawko C, Verriele M, Hucher N, Crunaire S, Leger C, Locoge N, Savary G. A review of environmental odor quantification and qualification methods: The question of objectivity in sensory analysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 795:148862. [PMID: 34328921 DOI: 10.1016/j.scitotenv.2021.148862] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 06/30/2021] [Accepted: 07/01/2021] [Indexed: 06/13/2023]
Abstract
For several years, various issues have up surged linked to odor nuisances with impacts on health and economic concerns. As awareness grew, recent development in instrumental techniques and sensorial analysis have emerged offering efficient and complementary approaches regarding environmental odor monitoring and control. While chemical analysis faces several obstacles, the sensory approach can help overcome them. Therefore, this latter may be considered as subjective, putting the reliability of the studies at risk. This paper is a review of the most commonly sensory methodology used for quantitative and qualitative environmental assessment of odor intensity (OI), odor concentration (OC), odor nature (ON) and hedonic tone (HT). For each of these odor dimensions, the assessment techniques are presented and compared: panel characteristics are discussed; laboratory and field studies are considered and the objectivity of the results is debated. For odor quantification, the use of a reference scale for OI assessment offers less subjectivity than other techniques but at the expense of ease-of-use. For OC assessment, the use of dynamic olfactometry was shown to be the least biased. For odor qualification, the ON description was less subjective when a reference-based lexicon was used but at the expense of simplicity, cost, and lesser panel-training requirements. Only when assessing HT was subjectivity an accepted feature because it reflects the impacted communities' acceptance of odorous emissions. For all discussed dimensions, field studies were shown to be the least biased due to the absence of air sampling, except for OC, where the dispersion modeling approach also showed great potential. In conclusion, this paper offers the reader a guide for environmental odor sensory analysis with the capacity to choose among different methods depending on the study nature, expectations, and capacities.
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Affiliation(s)
- Charbel Hawko
- IMT Lille Douai, SAGE, Université de Lille, F-59500 Douai, France; Normandie Univ, UNIHAVRE, FR3038 CNRS, URCOM, 76600 Le Havre, France
| | - Marie Verriele
- IMT Lille Douai, SAGE, Université de Lille, F-59500 Douai, France
| | - Nicolas Hucher
- Normandie Univ, UNIHAVRE, FR3038 CNRS, URCOM, 76600 Le Havre, France
| | - Sabine Crunaire
- IMT Lille Douai, SAGE, Université de Lille, F-59500 Douai, France
| | | | - Nadine Locoge
- IMT Lille Douai, SAGE, Université de Lille, F-59500 Douai, France
| | - Géraldine Savary
- Normandie Univ, UNIHAVRE, FR3038 CNRS, URCOM, 76600 Le Havre, France.
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Determination of Dose–Response Relationship to Derive Odor Impact Criteria for a Wastewater Treatment Plant. ATMOSPHERE 2021. [DOI: 10.3390/atmos12030371] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Municipal wastewater treatment plants (WWTPs) inside cities have been the major complained sources of odor pollution in China, whereas there is little knowledge about the dose–response relationship to describe the resident complaints caused by odor exposure. This study explored a dose–response relationship between the modelled exposure and the annoyance surveyed by questionnaires. Firstly, the time series of odor concentrations were preliminarily simulated by a dispersion model. Secondly, the perception-related odor exposures were further calculated by combining with the peak to mean factors (constant value 4 (Germany) and 2.3 (Italy)), different time periods of “a whole year”, “summer”, and “nighttime of summer”, and two approaches of odor impact criterion (OIC) (“odor-hour” and “odor concentration”). Thirdly, binomial logistic regression models were used to compare kinds of perception-related odor exposures and odor annoyance by odds ratio, goodness of fit and predictive ability. All perception-related odor exposures were positively associated with odor annoyance. The best goodness of fit was found when using “nighttime of summer” in predicting odor-annoyance responses, which highlights the importance of the time of the day and the time of the year weighting. The best predictive performance for odor perception was determined when the OIC was 4 ou/m3 at the 99th percentile for the odor exposure over time periods of nighttime of summer. The study of dose–response relationship could be useful for the odor management and control of WWTP to maximize the satisfaction of air quality for the residents inside city.
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