The Role of Scenario-Building in Risk Assessment and Decision-Making on Urban Water Reuse
Abstract
:1. Introduction
2. Materials and Methods
2.1. Risk Assessment Framework
2.2. Configuration of the Water Reuse System
- The municipal services and the population at risk (users and workers);
- The data elements relevant for the risk management process—reclaimed water quality, hazards, hazardous events (events in which people are exposed to a hazard within the system [15]), sites where exposure can happen, exposure routes, activities developed by the population at risk, and vulnerability of the population at risk;
- Links between the municipal services and the population at risk and these elements, and links between the elements themselves; the links can be actions, results, or features.
2.3. Scenario-Building Process
- Each scenario should have an impact on the objective(s).
- Each scenario should be a plausible story, with information to support the potential action development.
- Each scenario should be psychologically effective, with a narrative which predisposes its acceptance.
- All scenarios should be structured in a consistent and logical manner.
- All scenarios are possible in principle but do not present the same likelihood.
- The cause, i.e., the hazard that may potentially affect human health.
- The events, i.e., the circumstances of the exposure. Everyday activities are the main reason why people can be exposed to reclaimed water. Thus, it is important to align the risk scenarios with the expected activities. In each, one or more hazardous events may apply, and it is necessary to consider the combined effect of these events in the assessment of the risk.
- The consequence of the exposure to that hazard, translated by the vulnerability of the population at risk.
3. Case Study Description
4. Scenario-Building Results and Contribution to Decision-Making
- Support decision-making by the risk manager about risk-control measures already in place—evaluate if reinforcement is needed (scenarios (Sc) 1 and 5).
- Support decision-making by the users of the park—encourage yoga practitioners to adopt self-protection measures to reduce the likelihood of exposure (Sc2 and Sc6).
- Improve risk communication—present risks to the park’s neighbors for improving the quality of risk perception (Sc3 and Sc4).
- Support decision-making by the risk manager of the water reuse project, Sc1 and Sc5: (a) Maintain the additional, low-level disinfection for an effective multi-barrier risk management; (b) introduce additional park signage with information about water reuse, especially near the areas where the risk level is considered higher. The information to be presented in these additional panels should include clear messages on how to adopt self-protection measures, e.g., “Don’t use the fitness equipment when the nearby lawn is being irrigated” or “Please, wipe the fitness equipment before use if it is wet”. To improve the acceptance of water reuse, and taking advantage of these panels, information should also be given about related environmental benefits; for example, “Reusing water for irrigation in this park avoids abstracting from nature (value) m3 of water per year. Keep safe, help save natural water!”.
- Support decision-making by the people who use the park, Sc2 and Sc6: (a) Maintain the additional, low-level disinfection for effective multi-barrier risk management; (b) introduce additional park signage with information about water reuse. To promote the awareness and acceptance of the yoga practitioners, attention-catching messages, e.g., “Wait for the grass to dry so that your yoga may shine” can be used in the new panels. Again, it is important to use the latter to inform about water reuse benefits; for instance, “By reusing water to irrigate the park’s lawns, the use of (value) kg of chemical fertilizers is avoided every year”. It is recommended, as an additional risk-preventive measure, to use the municipal website to inform the yoga practitioners about good practices when practicing yoga in urban green areas. This communication may include information about yoga, in addition to recommendations of risk-control measures.
- Improve communication, Sc3 and Sc4: (a) Maintain the additional, low-level disinfection for effective multi-barrier risk management; (b) introduce additional park signage with information about water reuse. Similarly to the previous scenarios, the information about risk management and the benefits of water reuse should be appellative. In this case, it is recommended, as a new risk-preventive measure, to have face-to-face communication, such as an open-house meeting, for presenting the water reuse risks to the park’s neighbors in a clear and simple way that is understandable by non-scientists. This type of initiative provides an opportunity for risk managers to understand risk perceptions of park neighbors, which can be very useful for future water reuse projects.
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Level | Descriptor | Description of health impact level |
---|---|---|
1 | Insignificant | Hazard or hazardous event resulting in no or negligible health effects compared to background levels. |
2 | Minor | Hazard or hazardous event potentially resulting in minor health effects. |
3 | Moderate | Hazard or hazardous event potentially resulting in self-limiting health effects or minor illness. |
4 | Major | Hazard or hazardous event potentially resulting in illness or injury and/or may lead to legal complaints and concern and/or major regulatory non-compliance. |
5 | Catastrophic | Hazard or hazardous event potentially resulting in serious illness or injury or even loss of life and/or will lead to a major investigation by the regulator with prosecution likely. |
Level | Descriptor | Description of likelihood level |
---|---|---|
A | Rare | Has not happened in the past and it is highly improbable it will happen in the reasonable period. |
B | Unlikely | Has not happened in the past but may occur in exceptional circumstances in the reasonable period. |
C | Possible | May have happened in the past and/or may occur under regular circumstances in the reasonable period. |
D | Likely | Has been observed in the past and/or is likely to occur in the reasonable period. |
E | Almost certain | Has often been observed in the past and/or will almost certainly occur in most circumstances in the reasonable period. |
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Risk Management Process (Based on ISO 31000:2018) | Health Risk Assessment and Management for Non-Potable Water Reuse (Based on ISO 20426:2018) |
---|---|
Scope, context, and criteria (clause (c.) 6.3)
| [Although not included in ISO 20426:2018 shown in Figure 1, c. 4.2 presents the scope and c. 4.3 presents the context and the objective, i.e., safe water reuse] |
Risk identification (c. 6.4.2)
| Identification of hazard and hazardous events (c. 5.1)
|
Risk analysis (c. 6.4.3)
| Assessment of risk levels (c. 5.2)
|
Risk evaluation (c. 6.4.4)
| |
Risk treatment (c. 6.5)
| Risk management with risk-control measures (c. 6.1, 6.6, 6.3.1, and 6.4)
|
Monitoring and review (c. 6.6)
| Monitoring (c. 6.3.2, 6.3.3 and 7)
|
Communication and consultation (c. 6.2)
| Training and documentation (c. 6.1)
|
Recording and reporting (c. 6.7)
| Review (c. 6.1)
|
Risk Management | ISO Standards | Main Aspects |
---|---|---|
Establishing the context | ISO 20469:2018 [28] | Water quality grade classification for reuse application |
Risk identification | ISO 20761:2018 [29] | Considerations of water reuse safety and public acceptance |
Risk analysis and evaluation | ISO 20761:2018 | Water reuse safety evaluation |
Risk treatment | ISO 16075-2:2020 [30] ISO 16075-5:2021 [31] ISO 20469:2018 ISO 24416:2022 [32] | Water quality levels, irrigation barriers, multi-barrier approach Reclaimed water disinfection and equivalent treatments Notice boards signposting the water quality grades Reclaimed water stability evaluation |
Monitoring | ISO 16075-4:2021 [33] | Monitoring the quality of reclaimed water |
Approach | Strengths | Weaknesses |
---|---|---|
Risk management process (ISO 31000:2018) |
|
|
Health risk assessment and management for non-potable water reuse (ISO 20426:2018) |
|
|
Cumulative risk assessment framework (USEPA 2003) |
|
|
Proposed framework for health risk assessment and management of urban non-potable water reuse |
|
|
Element | Group | Category (Examples) | Designation (Examples) |
---|---|---|---|
Components | Hazards | Pathogenic bacteria (indicator) | Legionella spp. Escherichia coli (enteric bacteria) |
Intestinal nematodes | Helminth eggs | ||
Exposure routes | Direct route | Inhalation Ingestion Dermal contact | |
Indirect route | Ingestion Dermal contact | ||
Exposure sites | Vegetated area | Irrigated areas—lawns, flower beds Non-irrigated areas—meadows | |
Non-vegetated area | Paths Water features—lakes | ||
Equipment | Drinking fountains Children playgrounds, fitness areas, etc. Terraces | ||
Activities | Stay | Lie/sit down on lawns, etc. Play sports—yoga, football, etc., on lawns Eat on terraces, lawns, etc. Drink from water fountains Use children’s playground, fitness equipment, etc. | |
Pass by | Walk on paths, lawns, etc. Cycle on paths, etc. | ||
Work | Operation of the irrigation system Maintenance of vegetation Serving food on terraces | ||
Population at risk | Users | Immature immune system (young children) Competent immune system (older children, teenagers, and adults in general) Weakened immune system (elderly people and people with a poor immune system) | |
Workers | Competent immune system (adults in general) | ||
Hazardous events | Occurrence of hazards | Increase in hazards in the source water | Due to undue industrial discharge in the municipal drainage system |
Increase in hazards in the reclaimed water 1 | Due to a failure in the reclaimed water treatment system Due to contamination of or regrowth in the reclaimed water distribution network | ||
Increase in hazards at the points of use | Due to the contamination of irrigation devices (sprinklers and drippers) by dog excrement | ||
Likelihood of exposure | Inadvertent misuse 1 | Due to potential misuse: drinking from an unidentified water tap Due to inadequate education and information about permitted uses for the reclaimed water | |
Accidental exposure 1 | Due to design or operational deficiencies: pipe bursts or leaks, inadequate irrigation timing Due to end-use system failures resulting from sabotage, natural disasters, or extreme weather conditions | ||
Cross-connection 1 | Due to an improper connection to a drinking water network, leading to its contamination by the reclaimed water Due to an improper connection to a sewage network, leading to the contamination of the reclaimed water network by wastewater | ||
Barriers | Occurrence of hazards | Decrease in hazards in the reclaimed water 2 | By additional, low-level disinfection [1 barrier ≈ 2 log reduction value (LRV)] By additional, high-level disinfection [2 barriers ≈ 4 LRV] |
Likelihood of exposure | Reduce the potential for accidental exposure 2 | By access control [1 barrier ≈ 2 LRV] By irrigation technology to mitigate aerosol formation: use of drip irrigation [1 barrier ≈ 2 LRV] By requirements for sprinkler irrigation: maximum wind speed, distance to sensitive areas [1 barrier ≈ 1 LRV] | |
Preventive measures | Awareness | Reduce the potential for inadvertent misuse 3 | By signage: “Reclaimed water is being used in irrigation” and “Water not suitable for drinking” |
Information | Reduce the potential for accidental exposure | By information about self-protection against contact with reclaimed water: on a website | |
Reduce the potential for cross-connection | By clear identification of the reclaimed water network pipes and accessories, signaling the existence of non-potable water | ||
Training | Reduce the potential for accidental exposure | By implementation of good practices: use of protective equipment when working with vegetation and the irrigation system | |
Reduce the potential for cross-connection | By adoption of procedures for detection of cross-connections between water distribution networks |
Context Elements | Description |
---|---|
Scope (water reuse project) | Use of reclaimed water: irrigation of an unrestricted-access urban park Irrigation system (end-use points): sprinklers and drippers Reclaimed water quality: E. coli ≤ 10 cfu/100 mL, BOD5 ≤ 10 mg/L O2), TSS ≤ 10 mg/L, turbidity ≤ 5 NTU (Decree-Law 119/2019 Class-A); Legionella spp.: ≤ 100 cfu/L (Act 52/2018 [39]) |
Objective | To use reclaimed water as fit-for-purpose water for irrigation without affecting the health of the park users and workers, aiming to provide a safe water reuse |
Relevant stakeholders | Municipality services: reclaimed water end-user (responsible for the risk management), green area management, reclaimed water distribution system management Water utility: reclaimed water production Authorities (environment and public health): water reuse licensing Citizens: green area users, green area neighbors |
Criteria for risk acceptability | Each risk scenario is evaluated qualitatively based on the levels of consequences and likelihood The severity of each risk is determined by a combination of the rating of its potential consequence on a five-level scale (1 to 5, as presented in Table A1) and the likelihood of occurrence on a five-level scale (A to E, as presented in Table A2) The tolerability of each risk is expressed on a three-level scale (low, moderate, and high) applied to different combinations of consequence and likelihood. A low level encompasses negligible risks that can be treated if the associated cost is insignificant. A moderate level refers to significant risks that require specific risk-control measures to lower the risk level. A high level represents outstanding risks that require a re-evaluation of the water reuse project’s suitability and, in case it is confirmed, specific risk-control measures to lower the risk level. Figure 7 presents the risk matrix Water reuse for irrigating the urban park can only happen when all the risk scenarios present a low level of risk |
Element | Group | Category | Designation |
---|---|---|---|
Components | Hazards | Pathogenic bacteria (indicator) | Legionella spp. Escherichia coli (enteric bacteria) |
Exposure routes | Direct route | Inhalation Ingestion | |
Indirect route | Ingestion | ||
Exposure sites | Vegetated area | Irrigated area—lawns | |
Non-vegetated area | Paths | ||
Equipment | Fitness area | ||
Activities | Stay | Carry out yoga on the lawns Work out on the fitness area | |
Pass by | Walk on the paths around the park | ||
Population at risk | Users | Immature immune system (young children) Competent immune system (older children, teenagers, and adults in general) Weakened immune system (elderly people and people with poor immune system) | |
Hazardous events | Occurrence of hazards | Increase in hazards in the reclaimed water | Due to a failure in the reclaimed water (RW) treatment system Due to the contamination of the reclaimed water distribution network |
Barriers | Occurrence of hazards | Decrease in hazards in the reclaimed water | By additional, low-level disinfection (1 barrier, 2 LRV). Additional information presented in [40] |
Likelihood of exposure | Reduce the potential for accidental exposure | By requirements for sprinkler irrigation: distance to sensitive areas (1 barrier, 1 LRV) | |
Preventive measures | Awareness | Reduce the potential for inadvertent misuse | By signage: “Reclaimed water is being used in irrigation” and “Water not suitable for drinking” |
Information | Reduce the potential for accidental exposure | By information on a website about self-protection against contact with reclaimed water |
ID | Hazard | Exposure Route | Exposure Site | Activity | Population at Risk | Hazardous Events |
---|---|---|---|---|---|---|
Sc1 | Legionella | Inhalation, direct route | Fitness area | Work out | Weakened immune system | Failure of the RW treatment Contamination of the RW distribution network Inadequate irrigation timing |
Sc2 | Legionella | Inhalation, direct route | Lawns | Carry out yoga | Competent immune system | Failure of the RW treatment Contamination of the RW distribution network Inadequate irrigation timing |
Sc3 | Legionella | Inhalation, direct route | Paths | Walk | Immature immune system | Failure of the RW treatment Contamination of the RW distribution network |
Sc4 | Legionella | Inhalation, direct route | Paths | Walk | Competent immune system | Failure of the RW treatment Contamination of the RW distribution network |
Sc5 | E. coli | Ingestion, indirect route | Fitness area | Work out | Weakened immune system | Failure of the RW treatment Contamination of the RW distribution network Inadequate irrigation timing |
Sc6 | E. coli | Ingestion, indirect route | Lawns | Carry out yoga | Competent immune system | Failure of the RW treatment Contamination of the RW distribution network Inadequate irrigation timing |
ID | Hazardous Events | Risk Analysis | Baseline Risk Evaluation (Figure 7) | Comments | |
---|---|---|---|---|---|
l | c | ||||
Sc1 | Failure of the RW treatment Contamination of the RW distribution network Inadequate irrigation timing | B | 3 | Moderate [not accepted, risk treatment needs to be reinforced] | If the use of the fitness area coincides with irrigation, inhalation of Legionella may occur when aerosols are produced in conjunction with water sprays (l = B) In case of a weakened immune system, a contact with Legionella at a low infectious dose could potentially result in minor illness (c = 3) |
Sc2 | Failure of the RW treatment Contamination of the RW distribution network Inadequate irrigation timing | B | 2 | Low [accepted, risk treatment will also be reinforced] | If the use of the lawns coincides with irrigation, inhalation of Legionella may occur when aerosols are produced in conjunction with water sprays (l = B) In case of a competent immune system, contact with Legionella at a low infectious dose could potentially result in minor health effects (c = 2) |
Sc3 | Failure of the RW treatment Contamination of the RW distribution network | B | 3 | Moderate [not accepted, risk treatment needs to be reinforced] | If the use of the paths coincides with irrigation, inhalation of Legionella may occur when aerosols are produced in conjunction with water sprays (l = B) In case of an immature immune system, contact with Legionella at a low infectious dose could potentially result in minor illness (c = 3) |
Sc4 | Failure of the RW treatment Contamination of the RW distribution network | B | 2 | Low [accepted, risk treatment will also be reinforced] | If the use of the paths coincides with irrigation, inhalation of Legionella may occur when aerosols are produced in conjunction with water sprays (l = B) In case of a competent immune system, contact with Legionella at a low infectious dose could potentially result in minor health effects (c = 2) |
Sc5 | Failure of the RW treatment Contamination of the RW distribution network Inadequate irrigation timing | B | 3 | Moderate [not accepted, risk treatment needs to be reinforced] | If RW reaches the fitness equipment and the latter is used wet, ingestion of E. coli may occur when a hand is brought to the mouth (l = B) In case of a weakened immune system, contact with E. coli at a low infectious dose could potentially result in minor illness (c = 3) |
Sc6 | Failure of the RW treatment Contamination of the RW distribution network Inadequate irrigation timing | B | 2 | Low [accepted, risk treatment will also be reinforced] | If the lawns are still wet with RW when used for practicing yoga, ingestion of E. coli may occur when a hand is brought to the mouth (l = B) In case of a competent immune system, contact with E. coli at a low infectious dose could potentially result in minor health effects (c = 2) |
ID | Risk-Control Measures | Risk Analysis | Final Risk Evaluation (Figure 7) | Comments | |
---|---|---|---|---|---|
l | c | ||||
Sc1 | Additional, low-level disinfection [1 barrier, in place]. Park signage informing about water reuse [can be improved] | A | 3 | Low [accepted] | The barrier ensures the RW’s microbiological stability, maintaining Class-A quality throughout the RW distribution network If people are properly informed about potential risks, contact with RW is highly improbable (l = A) In case of a weakened immune system, contact with Legionella at a low infectious dose could potentially result in minor illness (c = 3) |
Sc2 | Additional, low-level disinfection [1 barrier, in place]. Park signage informing about water reuse [can be improved] Online information about good practices [new measure] | A | 2 | Low [accepted] | The barrier ensures the RW’s microbiological stability, maintaining Class-A quality throughout the RW distribution network If people are properly informed about potential risks and encouraged to take self-protection measures, contact with RW is highly improbable In case of a competent immune system, contact with Legionella at a low infectious dose could potentially result in minor health effects (c = 2) |
Sc3 | Additional, low-level disinfection [1 barrier, in place]. Park signage informing about water reuse [can be improved] | A | 3 | Low [accepted] | The barrier ensures the RW’s microbiological stability, maintaining Class-A quality throughout the RW distribution network If people are properly informed about potential risks, contact with RW is highly improbable (l = A) In case of a weakened immune system, contact with Legionella at a low infectious dose could potentially result in minor illness (c = 3) |
Sc4 | Additional, low-level disinfection [1 barrier, in place]. Park signage informing about water reuse [can be improved] Face-to-face communication [new measure] | A | 2 | Low [accepted] | The barrier ensures the RW’s microbiological stability, maintaining Class-A quality throughout the RW distribution network If people are properly informed about potential risks, contact with RW is highly improbable (l = A) In case of a competent immune system, contact with Legionella at a low infectious dose could potentially result in minor health effects (c = 2) |
Sc5 | Additional, low-level disinfection [1 barrier, in place] Park signage informing about water reuse [can be improved] Face-to-face communication [new measure] | A | 3 | Low [accepted] | The barrier ensures the RW’s microbiological stability, maintaining Class-A quality throughout the RW distribution network If people are properly informed about potential risks, contact with RW is highly improbable (l = A) In case of a weakened immune system, contact with Legionella at a low infectious dose could potentially result in minor illness (c = 3) |
Sc6 | Additional, low-level disinfection [1 barrier, in place] Park signage informing about water reuse [can be improved] Online information about good practices [new measure] | A | 2 | Low [accepted] | The barrier ensures the RW’s microbiological stability, maintaining Class-A quality throughout the RW distribution network If people are properly informed about potential risks and encouraged to take self-protection measures, contact with RW is highly improbable (l = A) In case of a competent immune system, contact with E. coli at a low infectious dose could potentially result in minor health effects (c = 2) |
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Ribeiro, R.; Rosa, M.J. The Role of Scenario-Building in Risk Assessment and Decision-Making on Urban Water Reuse. Water 2024, 16, 2674. https://doi.org/10.3390/w16182674
Ribeiro R, Rosa MJ. The Role of Scenario-Building in Risk Assessment and Decision-Making on Urban Water Reuse. Water. 2024; 16(18):2674. https://doi.org/10.3390/w16182674
Chicago/Turabian StyleRibeiro, Rita, and Maria João Rosa. 2024. "The Role of Scenario-Building in Risk Assessment and Decision-Making on Urban Water Reuse" Water 16, no. 18: 2674. https://doi.org/10.3390/w16182674
APA StyleRibeiro, R., & Rosa, M. J. (2024). The Role of Scenario-Building in Risk Assessment and Decision-Making on Urban Water Reuse. Water, 16(18), 2674. https://doi.org/10.3390/w16182674