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ENVIRONMENT AGENCY
_________________________
SMART SPONGE®
LABORATORY TRIALS
_________________________
REPORT
October 2012
APEM REF: 412271
P/2015/01588ADDITIONAL 13/6/2016
APEM Scientific Report 412271
October 2012
ii
CLIENT: Amanna Rahman
ADDRESS: Environment Agency
Evidence Directorate
Cambria House
29 Newport Road
Cardiff
CF24 0TP
PROJECT No: 412271
DATE OF ISSUE: October 2012
PROJECT DIRECTOR: Dr David Fraser
PROJECT MANAGER: Dr Annemarie Clarke
REPORT AUTHORS: Dr Annemarie Clarke
APEM (2012) Smart Sponge®
laboratory trials. APEM Scientific Report 412271
APEM LTD
Riverview, A17 Embankment Business Park,
Heaton Mersey, Stockport SK4 3GN
Tel: 0161 442 8938 Fax: 0161432 6083
Registered in England No. 2530851
Website: www.apemltd.co.uk
APEM Scientific Report 412271
October 2012
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CONTENTS
CONTENTS ......................................................................................................................................... III
1 INTRODUCTION .......................................................................................................................... 1
1.1 SMART SPONGE BACKGROUND .................................................................................................. 1 1.2 ANTI-MICROBIAL AGENT ........................................................................................................... 1
2 EXPERIMENTAL DESIGN ......................................................................................................... 3
2.1 SOURCING ................................................................................................................................. 3 2.2 FLUME DESIGN .......................................................................................................................... 3 2.3 EXPERIMENTAL DESIGN ............................................................................................................. 6 2.4 BACKWASHING THE FLUMES ..................................................................................................... 9 2.5 STATISTICAL ANALYSIS ........................................................................................................... 10
3 RESULTS ...................................................................................................................................... 11
3.1 FLOW RATES DURING TEST EXPERIMENTS ................................................................................ 11 3.2 SUSPENDED SEDIMENT DURING TEST EXPERIMENTS ................................................................ 11 3.3 MICROBIOLOGICAL RESULTS – TEST EXPERIMENTS ................................................................. 12 3.4 FLOW RATE AND SUSPENDED SEDIMENT CONCENTRATION DURING FINE-SEDIMENT BLOCKING
EXPERIMENT ........................................................................................................................................ 16 3.5 MICROBIOLOGICAL RESULTS – FINE SEDIMENT BLOCKING ...................................................... 18 3.6 FLOW RATES DURING USED ENGINE OIL BLOCKING EXPERIMENT ............................................. 22 3.7 MICROBIOLOGICAL RESULTS – USED ENGINE OIL BLOCKING ................................................... 23 3.8 STATISTICAL ANALYSIS OF MICROBIOLOGICAL RESULTS ......................................................... 27 3.9 SUMMARY OF MICROBIOLOGICAL RESULTS ............................................................................. 29
4 DISCUSSION ................................................................................................................................ 30
4.1 FLOW RATE AND SUSPENDED SEDIMENT ADDITION.................................................................. 30 4.2 MICROBIOLOGICAL RESULTS ................................................................................................... 31
5 REFERENCES ............................................................................................................................. 33
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EXECUTIVE SUMMARY
APEM Ltd was contracted by the Environment Agency to run a series of laboratory
trials on Smart Sponge® and Smart Sponge
® PLUS to provide independent results of
the efficiency of the product at removing faecal indicator organisms (FIOs) from
water. Smart Sponge®
was developed as an aid to the removal of hydrocarbons from
the aquatic environment during the response to the Exxon Valdez disaster of 1989.
Smart Sponge® PLUS was a later development which, in addition to hydrocarbon
removal, reduced the concentration of coliform bacteria through an anti-microbial
action provided by the bonding of organosaline quaternary amine to the Smart
Sponge® surface.
A side by side comparison of the effectiveness of Smart Sponge® and Smart
Sponge® PLUS treatment trains at removing E. coli, intestinal enterococci and the
coliphage MS2+ was carried out under the following test conditions:
1. Varying concentrations of FIOs and suspended solid concentrations;
2. Serial increase in fine suspended solids to assess performance as sponges
become blocked with sediment;
3. Serial increase in hydrocarbons to assess performance as sponges become
blocked with hydrocarbons.
The environmental water used in the experiments was collected from the Manchester
Ship Canal (MSC) downstream of the outfall of the Davyhulme Waste Water
Treatment Works thanks to the kind permission of United Utilities (UU) (the ‘dirty’
environmental water), or from within the Inner Basins at Salford Quays thanks to the
kind permission of Urban Vision (the ‘clean’ environmental water). This allowed use
of natural bacterial populations, considered to increase the realism of the laboratory
trials. The coliphage MS2+ and gully pot sediment was provided by the EA. Used
engine oil was used as the source of hydrocarbons.
Two Perspex flumes were custom built to house the Smart Sponge®
and Smart
Sponge® PLUS treatment packs. These were set to have an internal dimension of
300 mm square to securely house the sponges. The bottoms of the flumes were coated
with a silicon sealant and the SmartPacks were settled into this. This approach was
adopted to ensure that the experimental water did not run to the bottom of the flume
during transit and therefore by-pass the sponges, so contaminating the ‘downstream’
samples. A baffle was located upstream of the treatment pack to raise the water level,
ensuring that water entered the treatment train in the middle of the sponge units.
During the experiments where FIO concentration and suspended sediment loading
was varied E. coli concentrations were consistently reduced by 99 to 100% by the
Smart Sponge® PLUS flume, while the Smart Sponge
® flume was more variable and
recorded reductions between 2.4 and 82.3%, as well as a single increase of 15.4%.
A similar pattern was observed for Enterococci, with the Smart Sponge® PLUS flume
consistently reducing concentrations to <10 CFU/100 ml (99.8 to 99.9% reduction)
and the Smart Sponge® flume being more variable, with reductions of between 1.1
and 41.7% recorded as well as five occasions when concentrations increased in the
downstream samples (by between 11.1 and 112.1%).
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With regard to coliphage concentrations the same pattern of the Smart Sponge® PLUS
flume being more consistent than the Smart Sponge® flume was repeated. The Smart
Sponge® PLUS flume recorded reductions of between 84.5 and 100%, as well as a
single occurrence when phage concentration increased by 48%. The Smart Sponge®
flume recorded reductions of between 8.2 to 54.3%, as well as six occasions when
phage concentration increased (by between 3.9 and 184.6%).
The serial blocking with fine sediment experiments resulted in a flow rate decrease by
ca. four-fold for the Smart Sponge®
flume and ca. three-fold for the Smart Sponge®
PLUS flume. The Smart Sponge® PLUS flume was highly efficient and consistent at
reducing the concentration of E. coli and Enterococci with all results indicating a
reduction of between 97.7 and 99.9%, and no results indicating an increase. A
different pattern was apparent for the Smart Sponge® flume, where E. coli
concentration was reduced on only two occasions. In contrast, Enterococci showed a
decrease in concentration for every sample of between 74 and 99%, although removal
efficiency appeared to decrease as the experiment progressed.
Coliphage concentration varied between the flumes: Smart Sponge®
PLUS resulted in
a decrease in phage concentration for each sample, of between 84.5 and 100%. The
Smart Sponge® flume gave 50% of samples showing a decrease of between 6.7 and
91.5%, while the remaining 50% of samples showed an increase of between 0.5 and
101.8%.
During the hydrocarbon-blocking experiments the flow rate for each flume remained
relatively constant. The Smart Sponge® treatment train had a substantially higher flow
rate than the Smart Sponge® PLUS treatment train, which appeared to immediately be
slowed down by hydrocarbon addition. The Smart Sponge® PLUS flume consistently
and efficiently reduced the concentration of E. coli by between 99.7 and 100% (Table
3.11) and Enterococci by between 98.2 and 100%. The Smart Sponge® flume was
variable with regard to E. coli but for Enterococci all samples indicated a decrease in
concentration of between 1.1 and 87.9%. For coliphage, both flumes were variable
and reported both increases and decreases in concentration.
A statistically significant reduction in FIO concentration could be demonstrated
between Smart Sponge®
and Smart Sponge®
PLUS for both E. coli and Enterococci
(with Smart Sponge®
PLUS providing the greater reduction in FIO concentration)
while no significant difference could be demonstrated for Smart Sponge®.
The Smart Sponge® PLUS treatment pack demonstrated an attenuation (mean %
reduction) of -99.9% and -99.5% for E. coli and Enterococci respectively, with
confidence limits of 0.24% and 1.39% (respectively). This clearly demonstrates the
effectiveness of the antimicrobial agent. In contrast, while the Smart Sponge®
treatment train did result in an overall reduction for E. coli and Enterococci the mean
% reduction was much smaller (12 and 37.7% respectively), and less consistent.
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1 INTRODUCTION
APEM Ltd were contracted by the Environment Agency to run a series of laboratory
trials on Smart Sponge® and Smart Sponge
® PLUS to provide independent results of
the efficiency of the product at removing faecal indicator organisms (FIOs) from
water. All other results currently available to date come from the USA where the
product was originally developed. The EA wished to test removal capability at FIO
concentrations up to 106 if possible, although a decision was taken to use a natural
source of contaminated water rather than spike a water source with a lab grown
pathogen to provide results indicative of a ‘real-world’ pathogen community. It was
considered that an environmental pathogen community may have been subject to
selective pressures, and would likely contain a wider range of microbiological strains.
The greater genetic diversity present in a natural community, as opposed to a
laboratory reference strain, was considered a better option to make the test more
realistic of field conditions.
The brief was to design an experimental set up to test the ability of the sponges to
remove FIOs from freshwater under a range of FIO concentrations, suspended
sediment concentrations as well as assessing any impact from hydrocarbon addition.
In particular, there was a requirement to observe if there was a significant difference
between the two sponge types in terms of reducing FIO concentrations, as there was a
consideration that if the FIOs were attached to suspended sediment particles then they
may be reduced by the Smart Sponge® if that was able to remove sufficient suspended
sediment from the water.
1.1 Smart Sponge background
Smart Sponge® and Smart Sponge
® PLUS were originally developed in the USA.
Smart Sponge®
was developed as an aid to the removal of hydrocarbons from the
aquatic environment during the response to the Exxon Valdez disaster of 1989.
Smart Sponge® PLUS was a later development which, in addition to hydrocarbon
removal, reduced the concentration of coliform bacteria. The anti-microbial
mechanism, based on the electromagnetic interaction with the cell membrane of
micro-organisms is claimed to be bound permanently to the polymer surface, and to
not diminish with time. Test results from the USA indicated that a filter bed depth of
>0.9m (i.e. a treatment train 0.9 m in length composed of Smart Sponge® PLUS) was
able to provide a >90% reduction in faecal coliforms when present at <103
CFU/100ml and a >90% reduction in Enterococcus when present at <104 CFU/100ml.
While a filter bed depth of >1.5 m was able to provide a >90% reduction in E.coli
when present at <103 CFU/100ml and a >90% reduction in total coliforms when
present at <104 CFU/100ml.
1.2 Anti-microbial agent
The anti-microbial agent used in Smart Sponge® PLUS is an organosilane quaternary
amine (CAD 27688-52-6). This antimicrobial protectant bonds chemically to a treated
surface by way of an extremely effective silane bonding agent, and provides the
permanent bond to the target surface (Smart Sponge® in this instance). The quaternary
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amine punctures the cell membranes of microbes that come into contact with the
treated surface, and the subsequent electrical charge shocks the cell. The antimicrobial
does not lose its strength as nothing is transferred to the microbes during the
destruction of the cells1. The company website (XMicrobes) from which this
information comes notes that in order for the protectant to continue its effectiveness,
‘normal cleaning of treated surfaces is necessary’, and that dirt build-up that covers
the treatment would prohibit it from killing microorganisms on contact.
1 http://xmicrobes.com/chemistry.html Last accessed 08/10/2012
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2 EXPERIMENTAL DESIGN
2.1 Sourcing
The Smart Sponge® and Smart Sponge
® PLUS packs used to create the treatment
trains in the experiments reported here were provided to APEM Ltd by SmartSponge
Products Ltd on behalf of the EA. In total 12 Smart Sponge® ‘SmartPacks’ and 12
Smart Sponge® PLUS ‘SmartPacks’ were provided. Each individual SmartPack was
300 mm square and had a depth of 75 mm. SmartSponge Products Ltd advised that a
treatment train of at least 0.9 m would be required to achieve FIO reduction at the
concentrations proposed by the EA, and that therefore the 12 packs would be required
to create a treatment train of 0.9 m length. Advice was also given to ensure that the
experimental water entered the treatment train at the top or middle, to ensure it had
sufficient flow through the sponges to produce optimal results.
The environmental water used in the experiments was collected from the Manchester
Ship Canal (MSC) downstream of the outfall of the Davyhulme Waste Water
Treatment Works thanks to the kind permission of United Utilities (UU) (the ‘dirty’
environmental water), or from within the Inner Basins at Salford Quays thanks to the
kind permission of Urban Vision (the ‘clean’ environmental water). Water from the
MSC frequently has very high concentrations of FIOs, while the water from Salford
Quays is typically of bathing water quality. This combination of two different
environmental waters allowed the concentration of FIOs to be varied, by creating
serial dilutions of MSC water with the Salford Quays water. It is to be noted,
however, that this resulted in actual contamination concentrations being unknown
during experiments and allowed for the possibility of highly variable initial FIO
concentrations due to natural variation in the environmental water. While the FIO
concentration of the ‘clean’ environmental water was not directly tested during this
experiment, Salford Quays was monitored at locations on a fortnightly basis for FIOs
as part of on-going monitoring (APEM, unpublished data). Samples collected on July
23rd
and August 6th
2012 encompass the period when experimental water was
collected. Results from both sampling occasions indicate total coliforms at a
concentration <1,000 cfu/100 ml at all sites and faecal coliforms (e.g. E. coli) at
< 500 cfu/100 ml at all sites.
The EA also supplied a 10 ml vial of the coliphage MS2+ (at 1012
ml) and some tubs
of gully pot sediment which were used to make various combinations of experimental
test water. The coliphage was supplied as a glycerol solution, and was kept in the
freezer to maintain the coliphage in good state. The solution was well mixed before
each use. A supply of used engine oil was obtained from a nearby garage. See Section
2.3 for further details of experimental runs.
2.2 Flume design
The experimental design was based on a single ‘upstream’ water source (the
parameters of which could be varied between experiments) located in a 300 l capacity
water butt (see Figure 2.1). Two Perspex flumes were custom built to house the Smart
Sponge® and Smart Sponge
® PLUS treatment packs (see Figure 2.2 and Figure 2.3).
These were set to have an internal dimension of 300 mm square to securely house the
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sponges. The bottoms of the flumes were coated with a silicon sealant and the
SmartPacks were settled into this. This approach was adopted to ensure that the
experimental water did not run to the bottom of the flume during transit and therefore
by-pass the sponges, so contaminating the ‘downstream’ samples. A baffle was
located upstream of the treatment pack to raise the water level, ensuring that water
entered the treatment train in the middle of the sponge units (Figure 2.4).
Figure 2.1 Design of the 'upstream' water source for the flume experiments
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Figure 2.2 The Smart Sponge
® flume.
Figure 2.3 The Smart Sponge
® PLUS flume
One flume had a treatment train composed solely of 12 ‘Smartpacks’ of Smart
Sponge®, while the other had a treatment train composed solely of 12 ‘Smartpacks’ of
Smart Sponge® PLUS. At the end of each flume smaller, 150 l capacity containers,
with volume gradations marked on the outside, were used to collect the treated water.
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A submerged dirty water pump was used to pump water from the upstream water butt
and through both flumes. An overspill arrangement was used to control the volume of
water entering the flumes with excess water returning to the upstream water butt.
A test run was conducted using clean environmental water prior to any experimental
runs, and used to obtain a flow rate for the clean treatment trains.
Figure 2.4 Illustration of baffle before the treatment train
2.3 Experimental design
A series of seven experiments were run using a variety of combinations of ‘dirty’ and
‘clean’ environmental water, suspended sediment additions, fine sediment additions
and used engine oil to vary the make-up of the contaminated water run through the
sponges. Two main different types of experiments were run. A series of five ‘test’
experiments designed to test the ability of Smart Sponge® and Smart Sponge
® PLUS
to remove FIOs under a range of environmental conditions, and two ‘end-of-life’
experiments, where efforts were made to block the treatment trains with (a) fine
sediment and (b) used engine oil in order to assess any effect this may have had on
performance. In summary, a side by side comparison of Smart Sponge®
and Smart
Sponge® PLUS treatment trains was carried out under the following test conditions:
1. Varying concentrations of FIOs and suspended solid concentrations;
2. Serial increase in fine suspended solids to assess performance as sponges
become blocked with sediment;
3. Serial increase in hydrocarbons to assess performance as sponges become
blocked with hydrocarbons.
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2.3.1 Test experiments
The initial intent had been to carry out the ‘test’ experiments using a high suspended
sediment burden of ca. 1000 mg/l, and the first experiment run used this
concentration. This, however, resulted in the blocking of the Smart Sponge® flume,
and as a consequence a decision was made to run the test experiments with a nominal
50 mg/l added suspended sediment instead, following confirmation from the suppliers
of Smart Sponge®, that field installation would incorporate a measure to prevent
blocking of the treatment packs with suspended sediments (see Table 2.1).
Table 2.1 Composition of the experimental water for the first five ‘test’
experiments.*Experiment 7 was actually the first experiment run, but was re-
coded to 7 following the alteration to minimal suspended solid additions. Experiment
code
Canal
Water
Volume (l)
Salford
Quays
Water
Volume
(l)
Total
water
volume (l)
Suspended
sediment
concentration
(mg/l)
Added
sediment
(g)
Phage
addition
(ml)
1 300 0 300 50 15 1
2 150 150 300 50 15 1
3 75 225 300 50 15 1
4 300 0 300 100 30 1
7*
300 0 300 1000 300 1
2.3.1.1 Experimental protocol for ‘test’ experiments
Sufficient volumes of environmental water were collected each morning for one or
two experiments, and on return to the laboratory the 300 l of ‘upstream’ dirty water
was created for each experiment by adding the required volume of canal and quays
water, weighing in the appropriate amount of gully pot sediment and adding 1 ml of
well-mixed coliphage solution from the stock kept in the freezer.
Three paired samples (upstream and downstream Smart Sponge® flume and upstream
and downstream Smart Sponge® PLUS flume) for analysis of FIOs (E. coli,
Enterococci (CFU/100ml) and Phage (PFU/100ml)) were collected over the duration
of the experiment. Paired samples were collected at intervals based on the volume of
water that had passed through the flume (e.g. ‘0’ at the beginning of the experiment,
‘75’ and ‘100’) with the time of sample collection from the beginning of the
experiment noted to allow calculation of flow rate data. Samples for microbiological
analysis were collected from the water exiting the flume, and kept cool while being
stored prior to transport. Samples for the analysis of suspended sediment
concentration were also collected, being a single upstream sample at the beginning of
the experiment and a single downstream sample from each flume at the end of the
experiment. Downstream suspended sediment samples were collected from the
containers located at the end of the flumes, with the water being mixed before
sampling to prevent settling of any sediment that passed through the flumes.
Microbiological samples were kept in a cool box and sent by overnight courier to the
National Laboratory Service Starcross laboratory for analysis of E. coli (via TBX),
intestinal enterococci (via MEA) and MS2 coliphage (via TYGA). Suspended
sediment samples were analysed by filtration in house by APEM.
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At the end of each experiment a small amount of household bleach (ca. 10 ml) was
added to each downstream container to deactivate the phage and the used
experimental water was poured away to waste via a drain connecting to the sewerage
system. At no point did water containing bleach enter the experimental flumes, or the
water butt used to hold the upstream experimental water. Similarly, at no point was
tap water (i.e. chlorinated water) used within the experimental set-up.
2.3.2 End-of-life experiments
Two ‘end-of-life’ experiments were run, using either sediment or used engine oil in
attempts to block the flumes. These experiments differed in that only 100 l of
experimental water was created, with ca. 30 l of water running through each flume.
Two samples for each flume (one upstream and one downstream) were collected at
start and end of each run.
The initial blocking of the flumes resulted in a change to the sediment-based ‘end-of-
life’ experiment, in that a decision was made to attempt to block the treatment packs
with fine sediment (as passed through a 150 µm sieve) as it was considered that there
was the possibility that fine sediments might still be able to enter the treatment packs
when installed in the field.
To obtain the fine sediment, the remaining gully pot sediment was washed through a
150 µm sieve using environmental water from Salford Quays. Three litres of water
containing the fine sediment were collected (referred to as ‘sediment solution’). The
concentration of suspended fine sediment was calculated to be 55 g per litre (based on
the difference in weight between 1 l each of quays water and sediment solution), and
from this, that the addition of 250 ml of sediment solution would add ca. 13.75 g of
fine sediment.
2.3.2.1 Experimental protocol – fine sediment blocking experiment
At the beginning of the day 400 l of canal water and 500 l of quays water was
collected. A control experiment was run using 100 l of quays water to provide initial
timings through the flumes for 30 l per flume. A series of eight ‘runs’ were made to
progressively block the sponges, with samples for analysis collected on alternate runs
(i.e. on four occasions) as shown in Table 2.2.
An addition of 250 ml of sediment solution was made to 100 l of quays water (‘clean’
environmental water) and this was run through the flumes to provide a ‘clog’ run. An
experimental run was then conducted where 250 ml of sediment solution was added to
100 l of canal water (‘dirty’ environmental water), and 1 ml of well mixed coliphage
solution was added. This experimental water was then run through the flumes and
paired upstream and downstream samples were collected for each flume at the
beginning and end of the run. This process of having a ‘clogging’ run of sediment and
‘clean’ environmental water followed by an experimental run of sediment, ‘dirty’
environmental water and coliphage was then repeated a further three times. On the
third and fourth runs, the volume of sediment solution added to both clog runs and
experimental runs was increased to 500 ml (ca. 27.5 g sediment). See Table 2.2 for
schedule of clogging runs and experimental runs.
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Table 2.2 Fine sediment blocking experiment strategy Experiment
code
Canal
Water
Volume (l)
Salford
Quays
Water
Volume
(l)
Sediment
solution
added
(ml)
Accumulated
sediment (g)
Phage
addition (ml)
Samples
collected
for
analysis
5 – clog 0 100 250 13.75 0
5 100 0 250 27.5 1 Yes
6 – clog 0 100 250 41.25 0
6 100 0 250 55 1 Yes
8 - clog 0 100 500 82.5 0
8 100 0 500 110 1 Yes
9 – clog 0 100 500 137.5 0
9 100 0 500 165 1 Yes
Sample collection and test water disposal followed the same protocol as for the test
experiments.
2.3.2.2 Experimental protocol – used engine oil blocking experiment
These experiments followed the same approach as that used for the fine-sediment
blocking runs, with additions of engine oil made using ‘clean’ environmental water to
increase the amount added between experimental runs using ‘dirty’ environmental
water. The used engine oil was added to the water once it was in the flume as it was
not possible to agitate the water sufficiently in the upstream water butt to create an
emulsion. An initial clog run was not used however, and a decision was made to treble
the amount added for the last three runs (see Table 2.3). No suspended sediment
additions were made during this experiment.
Table 2.3 Used engine oil blocking strategy Experiment
code
Canal
Water
Volume (l)
Salford
Quays
Water
Volume
(l)
Hydrocarbon
addition (g)
Accumulated
hydrocarbon
(g)
Phage
addition
(ml)
Samples
collected
for
analysis
10 100 0 40 40 1 Yes
11 – clog 0 100 40 80 0
11 100 0 40 120 1 Yes
12 - clog 0 100 40 160 0
12 100 0 120 280 1 Yes
13 – clog 0 100 120 400 0
13 100 0 120 520 1 Yes
Sample collection and test water disposal was the same as for the test experiments.
2.4 Backwashing the flumes
After the flumes became blocked during the first attempted experiment it was
necessary to ‘back-wash’ them in order to re-use them. This was accomplished by
reversing the flumes and rinsing through with clean environmental water. Water and
sediment washed out of the flumes during this process was discarded. Occasional
backwashes were used throughout the trials.
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After the initial experiment, and before experiment 1.
Before experiment 3
Before experiment 5
Before experiment 10
The backwash protocol was designed to improve flow rate only, and was not used to
clear the flumes of FIOs or phage. Once the flumes had been used (i.e. after the initial
test of the system with clean environmental water), the presence of a residual FIO
community in the flumes is a possibility. After the first experiment, the presence of a
residual phage and FIO community in the flumes is a possibility.
2.5 Statistical analysis
To test the efficiency of the sponges in removing FIOs the difference in concentration
between upstream and downstream samples for both Smart Sponge® and Smart
Sponge® PLUS was calculated for E. coli, Enterococci and coliphage. This data was
then combined, tested for normality (Shapiro & Wilk, 1965), and log10 transformed
where appropriate. A t-test (assuming unequal variances) was then used at the one-
tailed level to determine if there was a significant difference between the two types of
sponge. A one-tailed test was considered appropriate because a difference between
Smart Sponge® and Smart Sponge
® PLUS was expected.
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3 RESULTS
3.1 Flow rates during test experiments
Table 3.1 Calculated flow rates based on time and total volume per flume during
test experiments
Experiment Smart Sponge® Smart Sponge® PLUS
Dirty
water
(1)
Clean
water
(l)
Upstream
suspended
solids
(mg/l)
Time
(mins)
Volume
(l)
Flow
rate
(l/s)
Time
(mins)
Volume
(l)
Flow
rate
(l/s)
Test 0 100 n/a 4.17 100 0.4 5.74 100 0.29
1 300 0 25.04 19.73 122.5 0.19 22.95 90.75 0.066
2 150 150 30.02 35.12 96.5 0.046 10.85 104.5 0.16
3 75 225 30.08 18.32 99 0.09 11.57 100 0.14
4 300 0 63.10 19.33 84 0.072 27.25 104 0.064
7 300 0 800.38 70.00 64 0.015 70 90 0.021
Blocking of the flumes during experiment 7 resulted in the experiment being
abandoned after 1 hr and 10 mins to ensure that samples were delivered in time for the
courier. As a consequence only two samples for microbiological analysis were
collected for the Smart Sponge flume, with the final volume being only 64 l.
The test run on clean sponges (run with clean environmental water from Salford
Quays) gave similar flow rates for both flumes, with the Smart Sponge® PLUS flume
being slightly slower than the Smart Sponge®
flume. The initial experiment (7)
resulted in very slow flow rates, as would be expected following the observed
blocking. Experiments 1 to 4 showed a general trend of decreasing flow rates (as
would be expected given likelihood of flume blocking with sediment). The backwash
before Experiment 1 and Experiment 3 resulted in an increase in flow rate for both
flumes for Experiment 1, but only Smart Sponge® for Experiment 3.
3.2 Suspended sediment during test experiments
Table 3.2 Suspended sediment measurements from the test experiments
Experiment Upstream
(mg/l)
Smart Sponge®
(mg/l)
Smart Sponge® PLUS
(mg/l)
1 25.04 0.004 0.004
2 30.02 0.0023 0.0015
3 30.08 0.0045 0.0042
4 63.10 0.0045 0.0045
7 800.38 - -
Downstream suspended sediment samples were unfortunately not collected during the
initial experiment (Experiment 7). Visual observations, however, would suggest that
suspended sediment concentrations in the downstream containers would have been
higher than in the following experiments as a distinct colouration of the water was
observed.
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Results from Experiments 1 to 4 (inclusive) indicate that both flumes were very
efficient at removing suspended sediments.
3.3 Microbiological results – test experiments
Microbiological results for the test experiments are shown for E. coli, Enterococci and
phage respectively in Tables 3.3 to 3.6.
It can be seen that during Experiments 1 to 4 (inclusive) E. coli concentrations were
consistently reduced by 99 to 100% by the Smart Sponge®
PLUS flume, while the
Smart Sponge® flume was more variable and recorded reductions between 2.4 and
82.3%, as well as a single increase of 15.4% (Table 3.3).
A similar pattern was observed for Enterococci (Table 3.4), with the Smart Sponge®
PLUS flume consistently reducing concentrations to <10 CFU/100 ml (99.8 to 99.9%
reduction) and the Smart Sponge®
flume being more variable, but less effective than
for E. coli, with reductions of between 1.1 and 41.7% recorded as well as five
occasions when concentrations increased in the downstream samples (by between
11.1 and 112.1%).
With regard to phage concentrations (Table 3.5) the same pattern of the Smart
Sponge® PLUS flume being more consistent than the Smart Sponge
® flume is again
repeated. The Smart Sponge® PLUS flume recorded reductions of between 84.5 and
100%, as well as a single occurrence when phage concentration increased by 48%.
The Smart Sponge® flume recorded reductions of between 8.2 to 54.3%, as well as six
occasions when phage concentration increased (by between 3.9 and 184.6%).
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Table 3.3 Results for E. coli (cfu/100 ml) from the 'test' experiments. Note values written in red text highlight where increases in
concentration have occurred downstream. The upstream suspended solids load for each experiment is provided beneath the Experiment
number. Smart
Sponge Smart
Sponge plus
Experiment Volume (l) Upstream Downstream Change Upstream Downstream Change Change
1 0 22,000 3,700 -83.2% 14,000 <10 >4 log -99.9% 25 mg/l 75 29,000 8,364 -71.2% 21,000 <10 >4 log -100.0% 100 17,000 7,200 -57.6% 14,000 <10 >4 log -99.9% 2 0 13,000 2,200 -83.1% 7,200 <10 >3 log -99.9% 30 mg/l 75 6,900 5,500 -20.3% 6,400 <10 >3 log -99.8% 100 6,500 7,500 +15.4% 17,000 <10 >4 log -99.9% 3 0 43,000 22,000 -48.8% 46,000 <10 >4 log -100.0% 30 mg/l 75 50,000 19,000 -62.0% 56,000 <10 >4 log -100.0% 100 58,000 24,000 -58.6% 48,000 <10 >4 log -100.0% 4 0 53,000 50,000 -5.7% 52,000 <10 >4 log -100.0% 63 mg/l 75 42,000 41,000 -2.4% 50,000 240 >4 log -99.5% 100 56,000 42,000 -25.0% 53,000 216 >4 log -99.6% 7 0 1,727 2,100 +21.6% 3,000 6,900 +130.0% 800 mg/l 50 3,200 3,300 +3.1% 2,100 <10 >3 log -99.5%
90 2,700 <10 >3 log -99.6%
Mean % change (including Experiment 7) -34.1 -84.5 Mean % change (excluding Experiment 7)
-41.9 -99.9
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Table 3.4 Results for Enterococci (cfu/100 ml) from the 'test' experiments. Note values written in red text highlight where increases in
concentration have occurred downstream. The upstream suspended solids load for each experiment is provided beneath the Experiment
number. Smart
Sponge Smart
Sponge plus
Experiment Volume (l) Upstream Downstream Change Upstream Downstream Change Change
1 0 14,000 12,000 -14.3% 7,000 <10 >3 log -99.9% 25 mg/l 75 9,000 7,000 -22.2% 6,000 <10 >3 log -99.8% 100 7,000 11,000 +57.1% 4,600 <10 >3 log -99.8% 2 0 5,200 3,200 -38.5% 12,000 <10 >4 log -99.9% 30 mg/l 75 9,000 7,000 -22.2% 5,000 <10 >3 log -99.8% 100 12,000 7,000 -41.7% 6,000 <10 >3 log -99.8% 3 0 9,000 7,800 -13.3% 9,091 <10 >3 log -99.9% 30 mg/l 75 6,000 13,000 +116.7% 10,000 <10 >4 log -99.9% 100 8,182 9,091 +11.1% 11,000 <10 >4 log -99.9% 4 0 8,000 9,000 +12.5% 9,000 <10 >3 log -99.9% 63 mg/l 75 8,000 7,909 -1.1% 7,600 <10 >3 log -99.9% 100 6,600 14,000 +112.1% 7,800 <10 >3 log -99.9% 7 0 12,000 7,000 -41.7% 8,000 <10 >3 log -99.9% 800 mg/l 50 21,000 13,000 -38.1% 10,000 <10 >4 log -99.9%
90 13,000 <10 >4 log -99.9%
Mean % change (including Experiment 7) +5.5 -99.9 Mean % change (excluding Experiment 7) +13.0 -99.9
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Table 3.5 MS2 coliphage (pfu/100 ml) results from the 'test' experiments. Note values written in red text highlight where increases in
concentration have occurred downstream The upstream suspended solids load for each experiment is provided beneath the Experiment
number. Smart
Sponge Smart
Sponge plus
Experiment Volume (l) Upstream Downstream Change Upstream Downstream Change Change
1 0 45,000,000 48,000,000 +6.7% 18,000,000 74,000 >3 log -99.6% 25 mg/l 75 116,000,000 68,000,000 -41.4% 65,000,000 90 >6 log -100.0% 100 76,000,000 79,000,000 +3.9% 86,000,000 90 >6 log -99.99% 2 0 94,000,000 102,000,000 +8.5% 164,000,000 31,000 >4 log -99.98% 30 mg/l 75 128,000,000 143,000,000 +11.7% 89,000,000 4,700 >5 log -99.99% 100 127,000,000 103,000,000 -18.9% 115,000,000 180 >6 log -99.99% 3 0 127,000,000 58,000,000 -54.3% 42,000,000 6,500,000 >1 log -84.5% 30 mg/l 75 85,000,000 117,000,000 +37.6% 25,000,000 37,000,000 +48.0% 100 130,000,000 100,000,000 -23.1% 75,000,000 6,800,000 >2 log -90.9% 4 0 114,000,000 96,000,000 -15.8% 3,700,000 35,000 >3 log -99.1% 63 mg/l 75 97,000,000 89,000,000 -8.2% 7,000,000 205,000 >2 log -97.1% 100 39,000,000 111,000,000 +184.6% 55,000,000 57,000 >3 log -99.9% 7 0 95,000,000 61,000,000 -35.8% 175,000,000 4,100,000 >2 log -97.7% 800 mg/l 50 238,000,000 175,000,000 -26.5% 209,000,000 240,000 >3 log -99.9%
90 90,000,000 58,000 >4 log -99.9% Mean % change (including Experiment 7) +2.1
-88.0
Mean % change (excluding Experiment 7) +7.6
-85.3
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3.4 Flow rate and suspended sediment concentration during fine-sediment
blocking experiment
The results (Table 3.6) indicate that flow rate decreases over the duration of the
experiments, by ca. four-fold for the Smart Sponge®
flume and ca. three-fold for the
Smart Sponge® PLUS flume. Figure 3.1 indicates that the reduction in flow rate was
very similar for both flumes. The results suggest that both flumes were very efficient
at retaining fine sediment.
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Table 3.6 Results from the fine-sediment blocking experiment
Smart Sponge® Smart Sponge® PLUS
Experiment Added
sediment
solution
(ml)
Expected
accumulated
sediment (g)
Measured
U/S
sediment
(g)
Measured
D/S
sediment
(g)
Time
(mins)
Volume
(l)
Flow
rate
(l/s)
Measured
D/S
sediment
(g)
Time
(mins)
Volume
(l)
Flow
rate
(l/s)
Control 2.8 30 0.18 3.5 30 0.14
5 – clog 250 13.75 2.8 30 0.18 3.5 30 0.14
5 250 27.5 7.8 0.006 3.8 30 0.13 0.005 3.3 30 0.15
6 – clog 250 41.25 5.8 30 0.087 5.6 30 0.089
6 250 55 7.0 0.005 5.9 30 0.085 0.006 6.7 30 0.075
8 – clog 500 82.5 6.6 30 0.076 6.5 30 0.078
8 500 110 13.4 0.006 7.3 30 0.069 0.007 7.2 30 0.069
9 – clog 500 137.5 9.1 30 0.055 9.3 30 0.054
9 500 165 14.1 0.005 11.6 30 0.043 0.005 11.3 30 0.044
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Figure 3.1 Change in flow rate for the flumes during blocking with fine-
sediments
3.5 Microbiological results – fine sediment blocking
Microbiological results for the fine-sediment blocking experiment are shown for E.
coli, Enterococci and phage respectively in Tables 3.7 to 3.9.
It can be seen that the Smart Sponge®
PLUS flume is highly efficient and consistent at
reducing the concentration of E. coli and Enterococci (Table 3.7 and Table 3.8
respectively), with all results indicating a reduction of between 97.7 and 99.9%, and
no results indicating an increase. A different pattern is apparent for the Smart
Sponge® flume. With regard to E. coli (Table 3.7) it is apparent that a reduction in
concentration occurred on only two occasions, with most samples indicating an
increase in concentration of between 7.4 and 150%. In contrast, Enterococci results
(Table 3.8) indicated a decrease in concentration for every sample of between 74 and
99%, although removal efficiency appears to decrease as the experiments progress.
The results for phage vary between the flumes (Table 3.9). Smart Sponge® PLUS
resulted in a decrease in phage concentration for each sample, of between 84.5 and
100%. The Smart Sponge® flume gave 50% of samples showing a decrease of
between 6.7 and 91.5%, while the remaining 50% of samples showed an increase of
between 0.5 and 101.8%.
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Table 3.7 Results for E. coli (cfu/100 ml) from the fine-sediment blocking experiment. Note values written in red text highlight where
increases in concentration have occurred downstream. Expected accumulated sediment (g) is shown below the Experiment number. Smart
Sponge Smart
Sponge plus
Experiment Volume (l) Upstream Downstream Change Upstream Downstream Change Change
5 0 8,000 20,000 +150.0% 18,000 <10 >4 log -99.9% 27.5 30 21,000 17,000 -19.0% 15,000 <10 >4 log -99.9% 6 0 21,000 23,000 +9.5% 14,000 <10 >4 log -99.9% 55 30 12,000 16,000 +33.3% 15,000 <10 >4 log -99.9% 8 0 9,000 12,000 +33.3% 12,000 27 >4 log -99.8% 110 30 14,000 15,000 +7.1% 11,000 <10 >4 log -99.9% 9 0 13,000 15,000 +15.4% 12,000 27 >4 log -99.8% 165 30 20,000 11,000 -45.0% 14,000 <10 >4 log -99.9%
Mean % change +23.1 -99.9
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Table 3.8 Results for Enterococci (cfu/100 ml) from the fine-sediment blocking experiment. Note values written in red text highlight
where increases in concentration have occurred downstream. Expected accumulated sediment (g) is shown below the Experiment
number. Smart
Sponge Smart
Sponge plus
Experiment Volume (l) Upstream Downstream Change Upstream Downstream Change Change
5 0 610 54 -91.1% 580 <10 >2 log -98.3% 27.5 30 570 72 -87.4% 440 <10 >2 log -97.7% 6 0 892 <10 -98.9% 750 <10 >2 log -98.7% 55 30 991 <10 -99.0% 680 <10 >2 log -98.5% 8 0 3,000 780 -74.0% 4,600 <10 >3 log -99.8% 110 30 4,200 650 -84.5% 5,400 <10 >3 log -99.8% 9 0 19,000 4,000 -78.9% 17,000 <10 >4 log -99.9% 165 30 20,000 2,800 -86.0% 12,000 <10 >4 log -99.9%
Mean % change -87.5 -99.1
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Table 3.9 Results for MS2 coliphage (pfu/100 ml) from the fine-sediment blocking experiment. Note values written in red text highlight
where increases in concentration have occurred downstream. Smart
Sponge Smart
Sponge plus
Experiment Volume (l) Upstream Downstream Change Upstream Downstream Change Change
5 0 109,000,000 220,000,000 +101.8% 72,000,000 4,400 >5 log -100.0% 27.5 30 282,000,000 263,000,000 -6.7% 61,000,000 49,000 >4 log -99.9% 6 0 104,000,000 173,000,000 +66.3% 81,000,000 510,000 >3 log -99.4% 55 30 366,000,000 31,000,000 -91.5% 342,000,000 1,040,000 >3 log -99.7% 8 0 221,000,000 145,000,000 -34.4% 224,000,000 22,900,000 >1 log -89.8% 110 30 211,000,000 212,000,000 +0.5% 193,000,000 16,100,000 >2 log -91.7% 9 0 349,000,000 257,000,000 -26.4% 304,000,000 41,000,000 >1 log -86.5% 165 30 247,000,000 333,000,000 +34.8% 297,000,000 46,000,000 >1 log -84.5%
Mean % change +5.6 -93.9
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3.6 Flow rates during used engine oil blocking experiment
Table 3.10 Flow rates from the flumes during the used engine oil blocking
experiment
Smart Sponge Smart Sponge PLUS
Experiment Time (s) Volume
(l)
Flow
rate (l/s)
Time (s) Volume
(l)
Flow
rate (l/s)
10 235 30 0.13 873 30 0.034
11 212 30 0.13 749 30 0.040
12 187 30 0.16 731 30 0.041
13 221 30 0.14 728 30 0.041
The results indicate that the flow rate for each flume remains relatively constant
during the attempt to block the sponges, but that the Smart Sponge® treatment train
has a substantially higher flow rate than the Smart Sponge® PLUS treatment train,
which appears to immediately be slowed down by hydrocarbon addition.
Figure 3.2 Change in flow rate for the flumes during the used engine oil blocking
experiment
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3.7 Microbiological results – used engine oil blocking
Microbiological results for the used engine oil blocking experiment are shown for E.
coli, Enterococci and phage respectively in Tables 3.11 to 3.13.
The results indicate that the Smart Sponge® PLUS flume consistently and efficiently
reduced the concentration of E. coli by between 99.7 and 100% (Table 3.11) and
Enterococci by between 98.2 and 100% (Table 3.12).
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Table 3.11 Results for E. coli (cfu/100 ml) from used engine oil blocking experiment. Note values written in red text highlight where
increases in concentration have occurred downstream. Smart
Sponge Smart
Sponge plus
Experiment Volume Upstream Downstream Change Upstream Downstream Change Change
10 0 24,000 13,000 -45.8% 26,000 <10 >4 log -100.0% 30 15,000 13,000 -13.3% 16,000 54 >4 log -99.7% 11 0 28,000 30,000 +7.1% 40,000 <10 >4 log -100.0% 30 37,000 29,000 -21.6% 28,000 <10 >4 log -100.0% 12 0 16,000 28,000 +75.0% 22,000 <10 >4 log -100.0% 30 23,000 23,000 0.0% 26,000 18 >4 log -99.9% 13 0 16,000 16,000 0.0% 14,000 <10 >4 log -99.9% 30 26,000 21,000 -19.2% 19,000 <10 >4 log -99.9%
% change -2.2 -99.9
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Table 3.12 Results for Enterococci (cfu/100 ml) from used engine oil blocking experiment. Note values written in red text highlight
where increases in concentration have occurred downstream. Smart
Sponge Smart
Sponge plus
Experiment Volume Upstream Downstream Change Upstream Downstream Change Change
10 0 9,909 3,600 -63.7% 16,000 <10 >4 log -99.9% 30 10,000 2,400 -76.0% 9,455 <10 >3 log -99.9% 11 0 8,818 3,000 -66.0% 4,000 <10 >3 log -99.8% 30 14,000 2,400 -82.9% 12,000 <10 >4 log -99.9% 12 0 11,000 3,600 -67.3% 21,000 <10 >4 log -100.0% 30 15,000 4,800 -68.0% 17,000 <10 >4 log -99.9% 13 0 182 180 -1.1% 545 <10 >2 log -98.2% 30 892 108 -87.9% 546 <10 >2 log -98.2%
% change -64.1 -99.5
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Table 3.13 Results for MS2 coliphage (pfu/100 ml) from the used engine oil blocking experiment. Note values written in red text
highlight where increases in concentration have occurred downstream. Hydrocarbon addition (g) and accumulated hydrocarbons (g)
are shown below each Experiment number. Smart
Sponge Smart
Sponge plus
Experiment Volume Upstream Downstream Change Upstream Downstream Change Change
10 0 3,300,000 n/a 1,000,000 72,072 >2 log -92.8% 40/40 30 n/a 930,000 108,108 26,000 >1 log -75.9% 11 0 5,300,000 6,600,000 +24.5% 5,000,000 48,000 >3 log -99.0% 40/120 30 10,909,091 7,272,727 -33.3% 21,000,000 220,000 >2 log -99.0% 12 0 44,000,000 45,005 -99.9% 390,000 181,818 >1 log -53.4% 120/280 30 n/a 20,000,000 10,100,000 390,000 >2 log -96.1% 13 0 600,000 5,200,000 +766.7% 1,600,000 99,099 >3 log -93.8% 120/520 30 13,500 980,000 +7159.3% 16,000 168,000 +950.0%
% change +1563,4 +42.5
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A different pattern is apparent for the Smart Sponge® flume, where for E. coli four
samples indicate a decrease in concentration of between 13.3 and 45.8%, two samples
show no change and two samples indicate an increase in concentration of between 7.1
and 75%. For Enterococci all samples indicated a decrease in concentration of
between 1.1 and 87.9%.
For phage, three Smart Sponge® samples had un-reported concentrations, of those
samples with results two indicated a reduction in phage concentration of between 33.3
and 99.9%, while three reported an increase in concentration of between 24.5 and
7,159.3%. For the Smart Sponge® PLUS flume, seven of the samples reported a
decrease in phage concentration of between 53.4 and 99%, while one sample
indicated an increase of 950%.
3.8 Statistical analysis of microbiological results
Data from all experiments except experiment 7 were combined to increase the
statistical power of the analysis. Experiment 7 was excluded because on this occasion
the flumes blocked, and not all experimental water passed through the flumes. While
the experimental conditions varied between the other experiments they were all
comparable in that all test water passed through the sponges.
3.8.1 E. coli
The E. coli data was found to be non-normally distributed and was therefore log10
transformed. The results of the t-test (Table 3.14) indicated that there was a significant
difference between Smart Sponge®
and Smart Sponge®
PLUS in terms of
effectiveness in removing E. coli from experimental water. It should be noted that the
mean value for Smart Sponge® PLUS is greater than that for Smart Sponge® because
the difference between upstream and downstream concentration was greater for this
treatment train.
Table 3.14 T-test results for E. coli
Smart Sponge® Smart Sponge
® PLUS
Mean 3.928689 4.309879
Variance 1.274325 0.070307
Observations 28 28
Hypothesized Mean Difference 0
df 30
t Stat -1.73948
P(T<=t) one-tail 0.046101
t Critical one-tail 1.697261
3.8.2 Enterococci
The Enterococci data was found to be non-normally distributed and was therefore
log10 transformed. The results of the t-test (Table 3.15) indicated that there was a
significant difference between Smart Sponge® and Smart Sponge
® PLUS in terms of
effectiveness in removing Enterococci from experimental water. It should be noted
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that the mean value for Smart Sponge® PLUS is greater than that for Smart Sponge
®
because the difference between upstream and downstream concentration was greater
for this treatment train.
Table 3.15 T-test results for Enterococci
Smart Sponge® Smart Sponge
® PLUS
Mean 3.816565 4.150648
Variance 0.662933 0.027441
Observations 28 28
Hypothesized Mean Difference 0
df 29
t Stat -2.12761
P(T<=t) one-tail 0.020998
t Critical one-tail 1.699127
3.8.3 Coliphage MS2+
The coliphage data was found to be non-normally distributed and was therefore log10
transformed. The results of the t-test (Table 3.16) indicated that there was not a
significant difference between Smart Sponge® and Smart Sponge
® PLUS in terms of
removing coliphage from experimental water. It should be noted that the mean value
for Smart Sponge® PLUS is greater than that for Smart Sponge® because the
difference between upstream and downstream concentration was greater for this
treatment train.
Table 3.16 T-test results for coliphage
Smart Sponge® Smart Sponge
® PLUS
Mean 7.729456239 8.254256543
Variance 2.652768931 0.035604703
Observations 25 25
Hypothesized Mean Difference 0
df 25
t Stat -1.600365825
P(T<=t) one-tail 0.061040039
t Critical one-tail 1.708140761
3.8.4 Attenuation of Faecal Indicator Organisms
To assess overall attenuation for each of the FIOs, the mean of the percentage
reductions was calculated for each. As an indicator of the confidence with which these
attenuation values can be considered the standard deviation was calculated, with a
confidence limit of two standard deviation units provided.
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Table 3.17 Attenuation of faecal indicator organisms expressed as a mean
percentage reduction with confidence limits of ±2 S.D.
Smart Sponge® Smart Sponge
® PLUS
Mean %
Reduction
± 2 S.D. Mean %
Reduction
± 2 S.D.
E. coli -12.0 98.5 -99.9 0.24
Enterococci -37.7 118.1 -99.5 1.39
Coliphage 318.1 2,869.2 -51.2 396.6
3.9 Summary of microbiological results
The t-test results indicate that there is a significant difference between the ability of
Smart Sponge® and Smart Sponge
® PLUS treatment trains to remove E. coli and
Enterococci from experimental water. There was, however, no significant difference
between the two treatment trains in terms of removing the coliphage MS2+.
This is reflected in the attenuation of the FIOs, as expressed by the mean percentage
reduction and associated standard deviations (Table 3.17). The Smart Sponge®
treatment train did result in an overall reduction for both E. coli and Enterococci,
although the reduction was modest at 12% and 37.7% respectively. The confidence
limit for both these parameters is high due the substantial variation in results. In
contrast, the Smart Sponge® PLUS treatment train resulted in a mean percentage
reduction of -99.9% and -99.5% for E. coli and Enterococci respectively, with the
reproducibility of these results reflected in the substantially smaller confidence limits.
With regard to the coliphage results however, the results are different. Smart Sponge®
treatment train resulted in a net overall gain of 318.1% and had an extremely large
associated confidence limit. While the Smart Sponge® PLUS treatment train did result
in a mean percentage reduction of -51.2%, the confidence limits are again substantial,
indicating the large degree of variability in the results.
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4 DISCUSSION
4.1 Flow rate and suspended sediment addition
The flow rate of water through treatment trains is influenced by the gradient over
which the water flows (B. Marshall, pers. comm.). As indicated in Figure 2.2 and
Figure 2.3, the gradient of the flumes during these experiments was not substantial
and it is considered that this will have affected the results so far as flow rates
obtained. As indicated in Table 3.1, the flow rate of the clean treatment trains was
0.4 l/s for the Smart Sponge®
flume and 0.29 l/s for the Smart Sponge®
PLUS flume.
This is lower than the rates indicated for the following conditions (B. Marshall, pers.
comm.) where the treatment train is composed of two Smart Sponge®
smart packs
located ahead of seven Smart Sponge®
PLUS smart packs. During the experiments the
experimental water did flood the flumes behind the packs, so flow rate from the
header tank was not a limiting factor, rather the shallow gradient of the flumes.
Head of Water Flow 300mm - 0.69 Litres/sec/Pak
600mm - 1.58 Litres/sec/Pak
900mm - 2.48 Litres/sec/Pak
1.2m - 3.37 Litres/sec/Pak
While not directly measured, it is considered probable that the head of water for these
experimental runs was less than 300mm.
Observed flow rates were reduced rapidly once experiments with added suspended
solids were run. The first experiment run (Experiment 7) had ca. 1,000 mg/l added
suspended sediment in an effort to replicate conditions that might be experienced
during a rain event (e.g. Gupta and Saul, 1996; Rossi et al., 2005) and this resulted in
the flumes blocking, with an associated decrease in flow rate. While the flumes were
backwashed, flow rates equivalent to those obtained during the test of the flumes were
not obtained again. The possibility exists that despite backwashing, the treatment
trains remained blocked to a degree with suspended sediment and that this affected all
following results for flow time.
With regard to the blocking experiments, the fine-sediment blocking experiment
clearly resulted in a sequential decrease in flow rate as additional sediment was added
to the flumes (Table 3.6 and Figure 3.1). The faster running Smart Sponge® flume
decreased by ca. four times, while the Smart Sponge® PLUS flume decreased by
about three times. The results of the suspended sediment analysis clearly indicate that
the sponges filter suspended sediment from the water running through them. This
suggests that should the field set-up not prevent fine sediment as well as coarser
sediment from entering the treatment trains that flow rate will decrease, potentially
risking the system to back-up and overflow, with the result that the storm water is not
treated. Given that there are indications that the antimicrobial agent needs to be kept
clean to function at it’s greatest efficiency (XMicrobes website, see Section 1.2), this
may also have implications for treatment effectiveness.
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It is notable that the experiments where blocking was attempted via the addition of
used motor oil did not result in a reduction in flow rate in either flume (Figure 3.2),
but that the Smart Sponge® PLUS flume had a substantially lower flow than the Smart
Sponge® flume. These results indicate that the Smart Sponge
® treatment packs are
indeed effective at adsorbing hydrocarbons, and that this does not effect the flow rate,
but that the flow rate in the Smart Sponge® PLUS treatment packs is substantially
reduced should they come into direct contact with hydrocarbons. This reduction is
accounted for in the treatment options offered by SmartSponge Products Ltd, as they
recommend that at least Smart Sponge® packs are placed ahead of any Smart Sponge
®
PLUS packs utilised (B. Marshall, pers. Comm.).
4.2 Microbiological results
Overall the results clearly indicate that the Smart Sponge® PLUS treatment trains are
highly effective and consistent at removing E. coli and Enterococci from wastewater.
A significant difference can be observed between the two treatment trains, with Smart
Sponge® PLUS resulting in lower downstream microbiological concentrations. Only
on two occasions during the experiments run did the Smart Sponge® PLUS flume
produce results indicative of an increase in concentration: during the first experiment
run (Experiment 7) and during the last experiment run. It is considered possible that
during Experiment 7 when the flumes blocked, that the weight of the water forced
experimental water down the sides of the treatment train and that the initial sample
collected was contaminated. Later samples from this experiment were not
contaminated because the flume sides blocked from the added sediment and all
downstream water had only run through the treatment train. It is also notable that only
E. coli was present in the downstream sample, while Enterococci were apparently
efficiently removed. It is unclear why the last sample collected during the used engine
oil experiment was contaminated.
In contrast, the Smart Sponge® flume was more variable, occasionally indicating a
decrease in microbial concentration, but frequently indicating an increase. This raises
the possibility that the microbes were held during the sponge matrix, or in association
with the trapped suspended sediment and on occasions washed out into the
downstream water. In support of this, it can be observed that significant decreases in
E. coli were observed in only early experiments (1 and 3), when it might be
considered more likely that the treatment train would trap sediment and any
associated microbes. During later experiments, when the burden within the treatment
pack was higher, there is a greater chance that microbes would be washed out.
It is notable that during the fine-sediment blocking experiments that while the Smart
Sponge® flume was inefficient at removing E. coli or phage, a pattern of reduced
Enterococci concentrations was present (Table 3.8). This could indicate that the
Enterococci were associated with the fine sediment fraction, and were held in the
treatment train along with the sediment.
With regard to the coliphage the results from both treatment trains are highly variable,
and a significant difference between them cannot be demonstrated. This suggests that
the Smart Sponge® PLUS treatment packs do not remove the coliphage itself, and
raises the possibility that the coliphage may be retained within the sponges resulting
in elevated concentrations at a later time. The coliphage was added directly to the
APEM Scientific Report 412271
October 2012
32
experimental water, on the assumption that the mixing provided by the pump would
have been sufficient to mix the coliphage thoroughly. If the mixing provided by the
pump was not sufficient then it is possible that the coliphage remained ‘clumped’
within the experimental water, and this could have contributed towards the uneven
results observed. Mixing the coliphage with an aliquot of experimental water before
adding to the upstream water butt would be recommended for any future trials to try
and remove this possibility.
The Smart Sponge
® PLUS treatment pack demonstrates an attenuation (mean %
reduction) of -99.9% and -99.5% for E. coli and Enterococci respectively, with
confidence limits of 0.24% and 1.39% (respectively). This clearly demonstrates the
effectiveness of the antimicrobial agent. In contrast, while the Smart Sponge®
treatment train did result in an overall reduction for E. coli and Enterococci the mean
% reduction was much smaller (12 and 37.7% respectively), and less consistent.
APEM Scientific Report 412271
October 2012
33
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Shapir, S.S. and Wilk, M.B. (1965) Analysis of variance test for normality (complete
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