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Frontiers of Environmental Science & Engineering

ISSN 2095-2201

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Front. Environ. Sci. Eng.    2022, Vol. 16 Issue (7) : 95    https://doi.org/10.1007/s11783-021-1516-1
RESEARCH ARTICLE
Aerosol exposure assessment during reclaimed water utilization in China and risk evaluation in case of Legionella
Menghao Chen, Liangliang Shi, Gang Liu, Xiaojin Wu, Yun Lu()
State Key Joint Laboratory of Environmental Simulation and Pollution Control, State Environment Protection Key Laboratory of Microorganism Application and Risk Control, School of Environment, Tsinghua University, Beijing 100084, China
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Abstract

• The Chinese population exposure habits were surveyed.

• The risks of three scenarios of reclaimed water utilization were evaluated by QMRA.

• The risks were markedly higher than the threshold (10−4 pppy) recommended by WHO.

• The risks were age-, educational background-, region- and gender-specific.

Reclaimed water utilization provides an effective way to alleviate water shortage. However, the residual pathogens in the recycled water like Legionella, could be spread into the air as aerosols through water-to-air transmission process. Inhaling the aerosols by the people nearby increases their susceptibility to diseases. For estimating the health risks associated with the potential exposure of airborne Legionella emitted from the urban use of reclaimed water in China, nationwide questionnaire was designed to investigate the exposure habits of Chinese population in different scenarios. Quantitative microbial risk assessment (QMRA) served as the suitable explanatory tool to estimate the risk. The results indicated that annual infection probability of populations exposed to Legionella for three scenarios, 0.0764 (95% CI: 0.0032–0.6880) for road cleaning, 1.0000 (95% CI: 0.1883–1.0000) for greenfield irrigation, 0.9981 (95% CI: 0.0784–1.0000) for landscape fountain, were markedly higher than the threshold recommended by WHO (10−4 per person per year (pppy)) according to the concentration distribution of Legionella in the reclaimed water. An age-, educational background-, region- and gender-specific data in annual infection probability also showed different tendencies for some subpopulations. This study provides some detailed information on the health risks from the water reuse in China and will be useful to promote the safe application of reclaimed water in water-deficient areas.

Keywords Legionella      QMRA      Reclaimed water      Aerosol      Water reuse     
Corresponding Author(s): Yun Lu   
Issue Date: 01 December 2021
 Cite this article:   
Menghao Chen,Liangliang Shi,Gang Liu, et al. Aerosol exposure assessment during reclaimed water utilization in China and risk evaluation in case of Legionella[J]. Front. Environ. Sci. Eng., 2022, 16(7): 95.
 URL:  
https://academic.hep.com.cn/fese/EN/10.1007/s11783-021-1516-1
https://academic.hep.com.cn/fese/EN/Y2022/V16/I7/95
Demographic Category RC
n = 3181
GI
n = 3281
LF
n = 4793
Sex Male 1513 1548 2102
Female 1668 1733 2691
Age (years) 0–18 506 506 71
19–44 2445 2513 4205
45–59 209 220 477
60–79 14 30 38
≥80 7 12 2
Education Middle school 263 278 109
High school 467 485 424
College 2194 2241 3905
Postgraduate 257 277 355
Region North 338 438 707
South-east 628 628 878
Southern 393 393 922
Western 287 287 499
Tab.1  Demographic feature of the questionnaire participants (n (%))
Demographic Category Exposure duration distribution (%) Median
(min)
<10 min 10–30 min 30–60 min 1–2 h >2 h
General Normal 34 42 20 2 1 18
Sex Male 36 37 23 3 1 18
Female 32 47 18 2 2 18
Age (years) 0–18 42 32 19 3 3 15
19–44 32 44 20 2 1 19
≥45 44 33 19 4 0 14
Education Middle school 44 16 13 2 5 18
High school 47 33 15 4 1 12
College 38 47 12 2 1 16
Postgraduate 42 41 12 3 2 14
Region North 34 42 20 2 2 18
South-east 44 43 11 2 0 13
Southern 43 43 11 2 1 14
Western 45 39 13 2 1 13
Tab.2  Exposure duration distribution of greenfield irrigation for different groups
Demographic Category Exposure duration distribution (%) Median
(s)
<30 s 30–60 s 1–5 min 5–15 min 15–30 min 30–60 min
General Normal 7 16 37 26 12 2 236
Sex Male 6 16 40 26 11 1 228
Female 7 16 35 26 13 2 246
Age (years) 0–18 7 7 21 35 24 6 558
19–44 6 16 38 27 11 2 237
≥45 7 15 41 17 20 0 224
Education Middle school 12 18 33 26 8 3 206
High school 7 17 38 24 12 2 225
College 7 17 36 27 11 2 234
Postgraduate 7 17 36 26 11 3 234
Region North 7 16 37 26 12 2 236
South-east 8 17 37 26 10 2 229
Southern 8 17 46 26 11 2 191
Western 7 16 40 26 10 1 222
Tab.3  Exposure duration distribution for different groups of LF
Demographic Category RC
n = 338
GI
n = 438
LF
n = 707
General Normal 21 (1–168) 14 (1–72) 36 (1–182)
Sex Male 21 (2–182) 14 (1–95) 36 (1–182)
Female 14 (1–152) 13 (1–104) 36 (1–182)
Age (years) 0–18 30 (2–212) 7 (1–103) 36 (1–182)
19–44 21 (1–151) 14 (1–94) 36 (1–182)
≥45 21 (1–151) 11 (1–146) 12 (1–182)
Education Middle school 29 (2–212) 8 (1–109) 36 (1–182)
High school 28 (2–212) 9 (1–93) 36 (1–182)
College 21 (1–151) 15 (1–86) 36 (1–182)
Postgraduate 14 (2–135) 14 (1–102) 36 (1–182)
Region North 21 (1–182) 17 (1–125) 36 (1–182)
South-east 14 (1–121) 10 (1–73) 36 (1–182)
Southern 21 (1–121) 13 (1–82) 36 (1–182)
Western 21 (2–151) 10 (1–85) 36 (2–182)
Tab.4  Exposure frequency distribution of three scenarios (/year)
Parameters Description Distribution: Values Unit
RC GI LF
Cwater concentration of Legionella in water TFNs: (4.52,13.54,172.85) GC/mL
ω saturated water vapor Constant value:30.3 mL/m3
RMV Respirator minute volumes Constant value L/min
ψψ0 relative humidity increments Random values from Fig. S2 Random values from Fig. S3 Random values from Fig. S3 %
t time TFNs: (0.8,6.7,20) Random values from Table 4 Random values from Table 4 s
r exponential model Parameter Constant value: 0.0599
k water-to-air partitioning coefficient Constant value (Fig. S4)
f Exposure frequency Random values from Table 4 /year
Tab.5  Exposure parameters summarized for calculation
Category RC GI LF
Single intake volume (mL) 0.0005 (0.0002–0.0017) 0.2312 (0.0132–2.5109) 0.0762 (0.0036–0.7963)
Single exposure dose (CFU/GC) 0.0718 (0.0101–0.3492) 15.9593 (0.5659–232.6384) 4.3591 (0.1492–69.7941)
Single probability 0.0043 (0.0006–0.0207) 0.6156 (0.0333–1.0000) 0.2298 (0.0089–0.9847)
Annual probability 0.0764 (0.0032–0.6880) 1.0000 (0.1883–1.0000) 0.9981 (0.0784–1.0000)
Tab.6  Annual infection probability of groups exposed to Legionella for three scenarios
Fig.1  The risk comparison of different subpopulations (gender (A), age (B), education (C) and region (D)) in the three exposure scenarios, road cleaning (RC), greenfield irrigation (GI) and landscape fountains (LF). NR denotes north region, SER denotes south-east region, SR denotes southern region, WR denotes western region, CU denotes college undergraduate, HS denotes high school, JH denotes middle school, PO denotes Postgraduate. Sharing different letter shows the difference is significant with p<0.01.
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