The Link between Permeable Interlocking Concrete Pavement (PICP) Design and Nutrient Removal
Abstract
:1. Introduction
- The Total Phosphorous (TP) removal mechanisms are primarily chemical sorption and biological activity [26]. Its removal efficiency thus depends on the adsorption capacity of granular material within the PICP and the amount of time for various biogeochemical processes to take place. Many studies have found PICP to be effective in removing TP [17,24], for example, Ball and Rankin [27] found TP removal of more than 70%. However, Brown and Borst [13] found phosphate concentrations in PICP and Porous Concrete (PC) effluents that were significantly larger than that in the influents which suggests that phosphate was leaching from their two sites and recommended further studies to determine the cause of phosphate leaching;
- According to Huang et al. [16], Total Nitrogen (TN) is thought to be removed by the biological processes that take place in the void space of pavement structures that are largely associated with the growth of biofilm which in turn is highly dependent on temperature [17,20]. Huang et al. [28], however, considered that the environment of the pavement structure may not be suitable for bio-film growth and thus PICP may not be very effective in removing TN [29]. Collins et al. [30] showed that the anoxic conditions for denitrification and subsequent nitrogen removal may not develop in many fast-draining, infiltration-oriented Stormwater Control Measures (SCMs) such as PICP. Ammonium-nitrogen can be adsorbed to negatively charged sites on the filter material and then be removed with the sediments, but Collins et al. [30] describes the primary nitrogen transformation process in PICP as nitrification and filtration of particulate-bound nitrogen as well as denitrification through an internal anoxic zone—if there is one. Tota-Maharaj and Scholz [17] consider that the nutrient removal process in PICP is mainly due to processes such as nitrification and denitrification as well as biogeochemical degradation, and these processes will occur predominantly in the wet lower sub-base of the PICP. Collins et al. [14] and Drake et al. [31] both found the ammonia/ammonium and Total Kjeldahl Nitrogen (TKN) effluent concentrations from PICP were significantly lower than impervious asphalt runoff concentrations, however, they also both found that the combined nitrite and nitrate concentrations were significantly higher than those in impervious asphalt runoff, which might be due to nitrification of ammonia/ammonium in the PICP. Bean et al. [24] also found that the nitrate and nitrite concentration is higher in the PICP exfiltrate than in impervious asphalt runoff. Drake [15] evaluated the water quality from partial-infiltration PPS (PICP and PC) having temporary saturated zones favourable for denitrification after moderate and large rainfall (i.e., >7 mm), however, the nitrate concentrations in the effluent were still larger than in the impervious asphalt runoff. Collins et al. [14] found that a PICP section with an inadvertent sump discharged significantly larger nitrate and nitrite concentrations than all other PPS tested. Roseen et al. [32] found that the mean dissolved inorganic nitrogen concentrations (ammonia/ammonium, nitrate, and nitrate) in the effluent from a porous asphalt (PA) site in New Hampshire were 35% higher than the concentrations in the associated impervious asphalt runoff. Collins et al. [29] note that the microbial denitrification process is favoured under anoxic conditions and is driven by electron donors such as carbon, iron, or sulphur;
- Many studies have investigated the impact of a geotextile placed immediately under the bedding layer in PPS on the removal efficiency of heavy metals, oil, and suspended solids, but very few on nutrient removal [33]. Tota-Maharaj and Scholz [17] showed that most of the microbial activity takes place in the vicinity of the geotextile; its presence helps to keep the nitrate-nitrogen concentration and suspended solids low. Zhao et al. [34] found that non-woven geotextile membranes provided better hydraulic properties and pollutant removal performance in PA than when no geotextile was present. Mullaney et al. [32] found that PICP test rigs with an upper-level geotextile had higher removal rates for cadmium, lead, and zinc than those without.
2. Materials and Methods
2.1. Lab-Scale Test Cells
2.2. Types of Pavers
2.3. Types of Geotextile
2.4. Comparison of Design Features
2.5. Field Test Study Area
2.6. Test Procedure
- Infiltration tests were carried out to determine the infiltration rate of each PICP test cell with the use of a single ring infiltrometer following the test procedure given by the ASTM C1781: Standard Test Method for surface infiltration rate of permeable unit pavement systems [40];
- Each test cell was given an initial flush of 10-liter of clean potable tap water applied with a watering can. The outflow from each cell was tested to determine the ‘base-line’ water quality prior to the addition of any external pollutants. The pH, temperature, and EC of the water discharging from the bottom of each PICP cell were measured in-situ using hand-held probes. Grab samples were analyzed in the water quality lab for TSS, orthophosphate-phosphorus, ammonia-nitrogen, nitrite-nitrogen, and nitrate-nitrogen;
- Each PICP cell was then subjected to multiple ‘seasons’ of accelerated rainfall events using pre-prepared synthetic stormwater containing suitable soluble pollutants to test their treatment efficacy. The synthetic stormwater testing was carried out in two distinct phases. In the first phase, three rainfall seasons were simulated in October 2017, September 2018, and April 2019, respectively, using water containing the commercial fertilizer ‘Growing Orchid’ at an appropriate concentration as the pollutant. Each season comprised nine distinct ‘storm’ events that were applied one per day using a 10-liter watering can onto the surface of experimental cells, with each PICP cell receiving the same volume of water. The pH, temperature, and EC of the outflow were determined for each PICP cell for each rainfall event. Samples were analyzed in the water laboratory on the first, fifth, and ninth day for the concentrations of ammonia-nitrogen, nitrite-nitrogen, nitrate-nitrogen, and orthophosphate-phosphorus;
- The second phase of the research took place in August–September 2019. The use of ‘Growing Orchid’ [40] as the source of stormwater contamination was abandoned because of problems with inconsistent nitrogen to phosphorus ratios giving rise to inconsistent influent quality—and thus, potentially outflow quality. Synthetic stormwater was thus produced in the laboratory by adding NH4Cl, K2H2PO4, and KNO3 to tap water in carefully measured quantities in a 500-liter tank. It was applied using a 10-litre watering can as before (Figure 5). Furthermore, instead of applying stormwater for nine consecutive days without any break—thus, ignoring the possible impact of dry periods between rainfall events—a new rainfall regime was purposed with intermittent dry and wet periods to represent the four months of the ‘typical’ Cape Town rainy season—but in an accelerated 1.5 month period (Table 3). The pH, temperature, and EC of the outflows from each cell were measured daily, whilst samples were analyzed in the water quality laboratory for ammonia-nitrogen, nitrite-nitrogen, nitrate-nitrogen, and orthophosphate-phosphorus on a weekly basis;
- The flow over and through the NEB parking area was tested during four significant storm events (i.e., >7 mm) between 2018 and 2019. The pH, temperature, and EC were tested in-situ using hand-held probes; grab samples were then taken to the water quality laboratory for measurement of the ammonia-nitrogen, nitrate-nitrogen, nitrite-nitrogen, and orthophosphate-phosphorus concentrations.
2.7. Analytical Methods
- The pH, temperature, and EC were measured at the outlets of the cells using OHAUS® ST20 pH-temperature and OHAUS® ST20 C-B EC-temperature probes;
- All the other parameters were determined from grab samples analysed in the Civil Engineering Water Quality Laboratory. The TSS was measured following US EPA Method 160.2: Total Suspended Solids (TSS) [41]. Thereafter, a Thermo Scientific™ Gallery™ Discrete Analyzer [42] was used to measure the concentrations of ammonia-nitrogen, nitrate-nitrogen, nitrite-nitrogen, and orthophosphate-phosphorus through an automated photometric (colorimetric and enzymatic) analysis. If the samples were not to be tested immediately, they were stored in a fridge (at 3 °C to 5 °C) to minimize bacterial activity and phytoplankton growth.
3. Results and Discussion
3.1. Infiltration Test Results
3.2. Clean Water Test Results
3.3. Lab Test Results
3.3.1. Ammonia-Nitrogen
3.3.2. Nitrite-Nitrogen
3.3.3. Nitrate-Nitrogen
3.3.4. Orthophosphate-Phosphorus
3.3.5. Electroconductivity (EC)
3.3.6. pH
3.4. Field Test Results
3.4.1. Total Suspended Solids (TSS)
3.4.2. Ammonia-Nitrogen
3.4.3. Nitrate-Nitrogen
3.4.4. Orthophosphate-Phosphorus
4. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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Cell | Pavers | Geotextile | Aggregate Component | Outlet |
---|---|---|---|---|
A | Aquapave® | None | Washed | Base outlet |
B | Permealock | Fibertex | Unwashed | Base outlet |
C | Permealock | Fibertex | Washed | Base outlet |
D | Permealock | Kaytech bidim | Washed | Base outlet |
E | Permealock | None | Washed | Base outlet |
F | Aquapave® | Inbitex | Washed | Base outlet |
G | Permealock | None | Unwashed | Base outlet |
H | Permealock | Fibertex | Unwashed | Raised outlet |
I | Exposed pavers | Fibertex | Washed | Base outlet |
J | Exposed pavers | None | Washed | Base outlet |
Criteria | Different Cells Comparison | ||
---|---|---|---|
Impact of types of pavers | Cell A and Cell E (Aquaflow® versus Permealock®); Cell E and Cell J (Permealock® versus exposed aggregate); Cell A and Cell J (Aquaflow® versus exposed aggregate) | ||
Impact of geotextile | Cell A (no geotextile) and Cell F (Inbitex® geotextile) | Cell E (no geotextile) and Cell C (Fibertex® geotextile) and Cell D (Kaytech bidim® geotextile) | Cell G/Cell J (no geotextile) and Cell B/Cell I (Fibertex® geotextile) |
Types of geotextile | Cell C and Cell D (Fibertex® versus Kaytech bidim®) | ||
Impact of raised outlet (submerged zone) | Cell B (base outlet) and Cell H (raised outlet) | ||
Impact of unwashed aggregates | Cell B (unwashed stones) and Cell C (washed stones) |
August | ||||||
S | M | T | W | T | F | S |
1 | 2 | 3 | ||||
4 | 5 (0) | 6 (23) | 7 (0) | 8 (0) | 9 (0) | 10 (0) |
11 (0) | 12 (28) | 13 (10) | 14 (13) | 15 (15) | 16 (14) | 17 (33) |
18 (0) | 19 (7) | 20 (10) | 21 (0) | 22 (0) | 23 (14) | 24 (28) |
September | ||||||
1 (0) | 2 (37) | 3 (38) | 4 (0) | 5 (10) | 6 (0) | 7 (0) |
8 (17) | 9 (0) | 10 (0) | 11 (0) | 12 (7) | 13 (0) | 14 (40) |
Concentration in Tap Water | Mean Concentration in the Effluent | |
---|---|---|
TSS | 0 (g) | 13.01 (g) |
Ammonia-nitrogen | 0.01 (mg/L) | 0.13 (mg/L) |
Orthophosphate-phosphorus | 0 (mg/L) | 0.47 (mg/L) |
Nitrate-nitrogen | 0 (mg/L) | 7.3 (mg/L) |
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Liu, B.K.; Armitage, N.P. The Link between Permeable Interlocking Concrete Pavement (PICP) Design and Nutrient Removal. Water 2020, 12, 1714. https://doi.org/10.3390/w12061714
Liu BK, Armitage NP. The Link between Permeable Interlocking Concrete Pavement (PICP) Design and Nutrient Removal. Water. 2020; 12(6):1714. https://doi.org/10.3390/w12061714
Chicago/Turabian StyleLiu, Bodi Kimberly, and Neil P. Armitage. 2020. "The Link between Permeable Interlocking Concrete Pavement (PICP) Design and Nutrient Removal" Water 12, no. 6: 1714. https://doi.org/10.3390/w12061714
APA StyleLiu, B. K., & Armitage, N. P. (2020). The Link between Permeable Interlocking Concrete Pavement (PICP) Design and Nutrient Removal. Water, 12(6), 1714. https://doi.org/10.3390/w12061714