|
RESIDENTIAL GRAYWATER REUSE STUDY
WATER QUALITY/SOIL QUALITY RISK ASSESSMENT
There is an absence of epidemiological
data regarding the risks of gastrointestinal illness and the
use of recycled household graywater for home irrigation purposes.
Therefore, it is desirable to use a formal risk assessment framework
to estimate the risks involved in the use of household graywater
for irrigation. Quantitative risk assessment for microorganisms
has been used for drinking water and reclaimed wastewater (Haas
et. al, 1999). Since graywater is a form of wastewater, it is
reasonable to apply a similar risk assessment methodology for
the use of household graywater.
The risks involved in exposure
to household graywater come from the enteric pathogens that
could be present in the water. This research has shown that
fecal indicators (fecal coliforms and streptococci) are present
in graywater. This indicates that fecal contamination has made
its way into graywater, which raises the possibility of human
enteric pathogens, such as Salmonella and Shigella,
as well as pathogenic enteric viruses, may have also made their
way into the graywater supply.
It is known from this research
that one very important human fecal indicator, Escherichia coli,
has made its way into the graywater and graywater irrigated
soil of several of the households participating in the study.
E. coli is of significance because it is the only coliform
exclusively fecal in origin (Gleeson and Gray, 1997). While
not all strains are human pathogens (many are harmless mutalists
in the human intestinal tract), the presence of E. coli suggests
that pathogenic strains, if shed by members of the household,
could end up in the graywater supply and also in the soil irrigated
with it.
In order to estimate the risk
of infection, a beta Poisson model was used:
P=1-(1+(N/b))-a
Where P is the probability
of infection, N is the exposure, and a and b are values defined
by the dose response curves specific to individual organisms
(Rose).
For the purposes of this analysis,
the main source of risk was assumed to be the ingestion of graywater
irrigated soil by children playing in yards. Values for the
average amount of soil ingested by a child during this activity
are available (Haas, et. al, 1999). For a child under 6, the
reported value is 200 mg/day, for a child over six, 100mg/day.
Therefore, a single exposure for a child under 6 would be 200
mg, and for a child over 6 it would be 100 mg.
In estimating exposure for
this model, there are two key elements: the amount of soil ingested
and the number of microorganisms present in that amount of soil.
With the data gathered in this study, there are different ways
of estimating the amount of organisms ingested in a single exposure.
One way is by using levels of fecal coliforms in soil. This
can be modeled based on key assumptions:
- That all fecal coliforms detected are
E. coli
- That they are all pathogenic strains
Using these assumptions, which constitute
a worst- case scenario, exposure was calculated with numbers
of fecal coliforms detected per gram of dry soil. Risk can be
assessed household by household, using alpha and beta values
for Escherichia coli of a=0.1705 and b=1.61´106 (Pepper,
Gerba, and Brusseau, 1996).
Yearly exposure risk can be calculated by
multiplying the risk for a single exposure by the number of
exposures in a single year. Assuming exposure 350 days in a
single year (Pepper, Gerba, and Brusseau, 1996), the risks become:
What do these estimates say about the level
of risk? In the case of drinking water treatment, the U.S. Environmental
Protection Agency recommends that treatment processes be designed
so that a person is not subjected to a risk of infection of
more than 1 per 10,000 per year (Pepper, Gerba, and Brusseau,
1996). If we set a threshold of acceptable risk of 1 in 10,000,
it can be seen from Table 5 that some of these households are
above the level of acceptable risks to varying degrees. Houses
1, 5, 6, 10, 13, and 14 all have risks of infection greater
than 1 in 10,000 per year. In the cases of houses 6, 10, and
14, the risk is greatest. Looking at the characteristics of
these households can give some idea as to the source of these
risks. Sites 1, 6K, and 14 use kitchen sink graywater, indicating
that the inclusion of kitchen sink water raises the risk of
infection to unacceptable levels. Sites 5, 6, and 10 have children
under the age of 5, which may contribute to fecal coliform levels.
House 13 has neither children nor kitchen sink water, so the
reasons for the elevated level of risk in this household are
unclear. However, the general trend in these risk estimates
is that risk is highest, surpassing the 1 in 10,000 per year
threshold, in houses having small children and using kitchen
sink graywater.
However, this analysis probably overestimates
risk, since not all fecal coliforms are pathogenic, children
are unlikely to play in exactly the same areas every day, and
pathogens are not always present. Prevalence of enteric pathogens
in humans ranges from about 1 to 5% in the United States (Haas,
et. al, 1999). Thus, it is unlikely that any given pathogen
would be present more than 5% of the time. In addition, not
all infections result in disease. Finally, once applied to soil,
pathogens will eventually die off, especially during the hot,
dry summers in this region. This can be seen in studies with
polioviruses and rotaviruses, which showed that these viruses
do not persist more than 40 hours in secondary treated effluent
applied to lawn grass during wintertime climate conditions in
Pima County (Badawy, 1986). While bacterial pathogen risks may
be overestimated, since protozoan parasites and enteric viruses
have a higher infectivity, risks of infections from these pathogens
might be underestimated (Haas, et. al, 1999).
CONCLUSIONS
Graywater Quality
Fecal coliforms
- Fecal coliforms were consistently detected
in all samples from all sampling sites. The concentrations
exhibit seasonal variation.
- Fecal coliform levels were significantly
higher in households including the kitchen sink in their
graywater than in houses excluding the kitchen sink, indicating
that it is a major contamination source.
- Fecal coliform levels in graywater
were also significantly higher in households with children,
those with animals, and those using in ground storage tanks.
Escherichia coli
- E. coli was detected in samples
from all sites.
- Levels of E. coli were higher
in houses using in ground storage.
- Levels of E. coli were higher
in houses using kitchen sink graywater
- The impact of children, animals, and
storage in a household on E. coli levels in graywater
appears to be small.
Protozoan Parasites
- Although samples were limited, no protozoan
parasites were detected.
Coliphages
- There was only one occurrence of coliphages
in graywater. This indicates that it was a random occurrence,
and coliphages are not usually present in graywater. This
suggests that coliphages are not a good indicator of graywater
quality.
Irrigated Soil Quality
Fecal coliforms
- Fecal coliforms were detected in most
samples of graywater irrigated soil, and exhibit seasonal
variation.
- Levels of fecal coliforms in graywater
irrigated soil were significantly higher than levels in
background soil for most sites. Graywater irrigation does
introduce fecal coliform contamination into the soil at
levels above what is normally present.
- Fecal coliform levels were significantly
higher in graywater irrigated soil at sites including the
kitchen sink in their graywater.
- Levels of fecal coliforms in graywater
irrigated soil differed significantly in houses with children
under 12, those with animals, and those using above ground
storage tanks. The impact, while significant, is small.
Escherichia coli
- E. coli and fecal streptococci
were detected more frequently in graywater irrigated soil
than in potable water irrigated soil. This indicates that
irrigation with graywater does introduce E. coli and
other organisms into the soil that would not otherwise be
present.
Coliphages
- There were two occurrences of coliphages
in soil, one in graywater irrigated and one in background
soil. These occurrences were not correlated with any coliphages
in the graywater at these sites, and thus appear to be random,
again suggesting that coliphages are not a good indicator
of soil quality after graywater application.
Recommendations Based on Risk
This analysis supports a recommendation
that kitchen sink water should be excluded from graywater used
for irrigation purposes, since it carries what is potentially
the greatest risk of exposure to enteric pathogens (though not
necessarily enteric viruses or protozoa). Some small additional
risk may result from the presence of children, animals, and
underground storage. For this reason, residents should be strongly
encouraged to take into consideration the makeup of their particular
household and the methods of irrigation (i.e., avoiding irrigation
of entire lawns) before deciding how to recycle their graywater.
References
- Adams, M.H. (1959). Coliphages. Interscience
Publisher, Inc, N.Y.
- American Public Health Association (1995).
Standard Methods for the Examination of Water and Wastewater,
19th ed., Washington, D.C.
- Asano, Takashi. (1998). Wastewater Reclamation,
Recycling, and Reuse: An Introduction. In: Wastewater Reclamation
and Reuse. Takashi Asano, (ed), Technomic Publishing, Lancaster,
Pennsylvania, pp 40.
- Badawy, A.S. (1986). Development of
a method for recovery of rotaviruses from vegetables and its
application for rotavirus survival on crops. Ph.D dissertation.
University of Arizona, Tucson, Arizona.
- Crook, James (1985). Health and Regulatory
Considerations. In: Irrigation With Reclaimed Municipal Wastewater
A Guidance Manual. J. Stuart Pettygrove, and Takashi
Asano (eds.), Lewis Publishers, Chelsea, MI, pp. 10-14.
- Gerba, Charles, T. Straub, J. B. Rose,
M. Karpiscak, K. Foster, and R. Brittain (1995). Water Quality
Study of Graywater Treatment Systems. Water Resources Bulletin,
31:109-116.
- Gleeson, Cara, and Nick Gray (1997).
The Coliform Index and Waterborne Disease. E and FN Spon,
London.
- Haas, Charles, J. Rose and C.P. Gerba.
(1995). Quantitative Microbial Risk Assessment. John Wiley
and Sons, New York.
- Karpiscak, Martin, et al. (1987). Casa
del Agua: Progress Report on Phase 2.
- Karpiscak, Martin, Kennith Foster, K.
James DeCook, Charles Gerba, and Richard Brittain. (1986).
Casa del Agua: Progress Report on Phase 2.
- Maier, Raina, C.P. Gerba and I. Pepper.
(2000). Environmental Micobiology.
- Pepper, Ian, C.P. Gerba and J. Brendecke.
(1995). Environmental microbiology: A laboratory manual. Academic
Press, San Diego.
- Pepper, Ian, C.P. Gerba and M. Brusseau.
(1996). Pollution Science. Academic Press, San Diego.
- Rose, Joan. The Application of a Risk
Assessment Model for Pathogenic Microorganisms in Sludge:
A Case History of Risk from Sludge Treated Playing Fields
(unpublished).
- Sokal, R., and F. Rohlf. (1995). Biometry,
3rd ed. W.H. Freeman, N.Y. 16. Zuberer, D. 1994.
Recovery and Enumeration of Viable Bacteria. p. 199-144. In
J.M. Bigham (ed.) Methods of Soil Analysis. Part 2. Soil Science
Society of America, Madison, Wisconsin.
Go to Main
page
|