Abstract
In recent years, the proliferation of Harmful Cyanobacterial Blooms (CyanoHABs) has increased with water eutrophication and climate change, impairing human health and the environment in relation to water supply. In drinking water treatment plants (DWTPs), the bio-coagulation based on natural coagulants has been studied as an eco-friendly alternative technology to conventional coagulants for both turbidity and CyanoHABs removal. Plant-based coagulants have demonstrated their coagulation efficiency in turbidity removal, as reported in several papers but its ability in cyanobacterial removal is still limited. This paper mainly reviewed the application of plant-based coagulants in DWTPs, with focus on turbidity removal, including cyanobacterial cells. The future potential uses of these green coagulants to reduce noxious effects of cyanobacterial proliferation are presented. Green coagulants advantages and limitations in DWTPs are reviewed and discussed summarizing more than 10 years of knowledge.
Keywords: Drinking water treatment, CyanoHABs, Turbidity, Coagulation/flocculation, Natural coagulants, Chemical coagulants
Introduction
Harmful Cyanobacterial Blooms (CyanoHABs) in water supply systems become a worrying problem for water utilities worldwide (Anderson et al. 2002; Lopez et al., 2008). The frequency of occurrence of cyanobacteria blooms is mainly related to the increase in nutrient inputs produced by the anthropogenic activities and global warming (Chapra et al., 2017; Heisler et al., 2008; O’Neil et al., 2012; Paerl et al., 2011; Paerl and Huisman, 2009; Rigosi et al., 2015). Moreover, the combination of several environmental factors such as water temperature, thermic stratification, salinity, light intensity, stagnation and residence time, and nutrients concentration increase can promote cyanobacteria proliferation (Merel et al., 2013).
Various studies reported the presence of toxic cyanobacterial blooms in surface waters and at the intakes of drinking water treatment plants (DWTPs) (Carmichael et al., 2001; Lahti et al., 2001; McQuaid et al., 2011; Merel et al., 2010; Svrcek and Smith, 2004). They can cause several problems in DWTPs like increasing turbidity of water (Scheffer et al., 1993) and plugging of filters, reducing filter run-times and consequently increasing the backwash frequencies (Ho et al., 2012). In addition, cyanobacteria can produce toxic secondary metabolites called cyanotoxins including neurotoxins (homoanatoxin-a, anatoxin-a, anatoxin-a (S), homoanatoxin-a and saxitoxins), hepatotoxins (cylindrospermopsin, microcystins and nodularin), cytotoxins (debromoaplysiatoxin, lipopolysaccharide endotoxin, aplysiatoxin and lyngbyatoxin) and other compounds with adverse effects on skin, carcinogenic potentiality and ability to irritate the gastrointestinal tract (Briand et al., 2004; Brooks et al., 2016; Falconer and Humpage, 2005; Graham et al., 2010; Hitzfeld et al., 2000; Ho et al., 2012; Kaebernick and Neilan, 2001; Rastogi et al., 2015; Tokodi et al., 2018). Therefore, CyanoHABs constitute a a one-health treat (Christoffersen, 1996; De Figueiredo et al., 2004; Douma et al., 2017; Ghadouani and Coggins, 2011) potentially affecting all water sources (Carmichael et al., 2001; Codd et al., 2005; Smith and Schindler, 2009) with a relevant economic damage (Dodds et al., 2009; Steffensen, 2008). For this reason, the protection of water supplies from CyanoHABs becomes one of the major challenging priorities of the near future.
Several treatment methods including conventional processes (Zamyadi et al., 2013) and more recently, the utilization of ultrasonic irradiation, ultra-violet (UV) irradiation, hydrodynamic cavitation, electrocoagulation–flotation processes and chemical oxidants such as chlorine, potassium permanganate and ozone (Qi et al., 2021) are used in DWTPs to sanitize water from cyanobacteria and their deleterious effects (Meglič et al., 2017). However, cyanobacteria cells and cyanotoxins, which can cause cyanobacteria cells to grow in sand filters and enter the successive treatment systems or even the distribution network (Joh et al., 2011; Shekhar et al., 2017), are not easily removed by all water treatment technologies (Tang et al., 2017). Moreover, the application of these strategies can be constrained by the high investments required.
Coagulation/flocculation (C/F) based on the addition of chemical coagulants and flocculants, such as aluminium salts and ferric chloride (Betatache et al., 2014; Chen et al., 2013), which promotes the agglomeration of particles, known as flocs (Ghosh et al., 1994; Shin et al., 2008). It is considered the most important process for the removal of cyanobacterial cells in conventional DWTPs. It has been reported up to 90% of intracellular cyanotoxins removal (Ma et al., 2016; Sillanpää et al., 2018; Xagoraraki, 2007). Despite their efficiency in reducing turbidity and cyanobacterial cells, chemical coagulants and flocculants are still presenting detrimental effects, such as environmental pollution due to improper disposal of sludge, human health effects linked with the presence of residual alum in treated waters (Saleem and Bachmann, 2019; Simate et al., 2012), costly practices of sludge disposal and impacts on health and environment (Abdullah et al., 2016).
These drawbacks have motivated the search for natural coagulants and flocculants which are generally claimed to be more environmentally friendly in terms of production and usage to clean water from turbidity in water treatment plants. Natural coagulants can be ranked considering their origin and divided into three categories: i) plant-based coagulants; ii) animal-based coagulants; and iii) microorganism-based coagulants (Verma et al., 2012a). Among them, plant-based coagulants seem quite promising due to their available sources and relatively high performances gaining importance over the years (Choy et al., 2015). The main compounds responsible for green coagulation are polysaccharides (Kebaili et al., 2018; Kurane and Nohata, 1991; Miller et al., 2008; Prasertsan et al., 2006; Shamsnejati et al., 2015; Suh et al., 1997; Toeda and Kurane, 1991), poly-phenolic substances (Graham et al., 2010; M. Özacar, 2002; Sánchez-Martín et al., 20–10), functional proteins (Gassenschmidt et al., 1995; Ghebremichael et al., 2006; Ndabigengesere, KS. Narasiah, 1995), glycoproteins (Ferreira et al., 2011; Santos et al., 2009) and/or proteolytic enzymes (Horne et al., 2004). Natural coagulants and flocculants are advantageous thanks to their biodegradability, cost-effectiveness, safety and low amount of produced sludge than conventional ones (Asrafuzzaman et al., 2011; Bratby, 2006; Kumar and Quaff, 2018; Ndabigengesere, KS. Narasiah, 1995; Saleem and Bachmann, 2019; Swati and Govindan, 2005). Most studies focused on the effectiveness in turbidity removal, while only few ones considered the elimination of CyanoHABs.
The aim of this review paper is to summarize and discuss: i) plant-based coagulants and their use in water supplies turbidity treatment, evidencing ii) the missing information to research on to harness their potential to address the problem of CyanoHABs as an alternative to conventional coagulants and flocculants, as well as iii) the applicability and future challenges in DWTPs.
Plant-based coagulants highlights
Recently, plant-based coagulants processes have become a major challenge for several scientists because of their efficiency, environmentally friendly behaviour compared to conventional coagulants, potential abundance and low cost (Antov et al., 2012; Betatache et al., 2014; Choy et al., 2016; Gautam et al., 2014; Šćiban et al., 2009).
Plant-based coagulants are made of polysaccharides or natural polymers, which are biodegradable, safe, easily available and easily accessible from reproducible agricultural resources (Asrafuzzaman et al., 2011; Bolto and Gregory, 2007; Bratby, 2006; Swati and Govindan, 2005). For instance, crude plant extracts are often available locally and can therefore be an inexpensive alternative to conventional coagulants. Moringa oleifera seeds is among the typical natural plant-based coagulants that is widely studied due to its efficiency performance to treat turbid water (Vunain et al., 2019). The plants such as rice starch and M. oleifera can be grown locally (Rasool et al., 2016; Ribau Teixeira et al., 2017). These reflections of producing coagulants could also strengthen societal aspect local populations depending on agricultural economics (Mahiya et al., 2016; Pondja Jr et al., 2017; Yin, 2010), guaranteeing the continuous supply of raw materials in the development of green coagulants (Mohd-Salleh et al., 2019).
Plant-based coagulants could also be obtained from agricultural wastes that are generally considered as not economically valuable having marketing constraints (Bories et al., 2009). Sutherland et al. (1994) stated that Moringa seeds are not only an oil source (40% wet weight of oil content), but after oil extraction, they can be reused as coagulants. Similarly, the derivatives from cassava (Manihot spp.) processing contain active coagulant agents (Heuzé et al., 2016; Howeler, 2001), based on natural polymers composed of proteins and polysaccharides (Mohd-Asharuddin et al., 2017; Zayadi et al., 2016). Several species from the Fabaceae family showed to contain chemicals that can be economically harvested to produce coagulants (Doyle 1994).
Plant-based coagulants are non-corrosive (Swati and Govindan, 2005) eliminating the risk of pipe erosions, and potentially carbon–neutral during their production process (Choy et al., 2014; Saleem and Bachmann, 2019). Moreover, they do not consume alkalinity, unlike chemical coagulants, and pH adjustments can be omitted (Choy et al., 2014). Operating costs in the water treatment sector are a great concern and plant-based coagulants seem an promising option (Kurita, 2006). Currently, Moringa cultivation costs approximately 2 USD /1 kg (i.e., ~ 3400 seeds), while 1 USD/1 kg is the alum salts quotation. Several efforts are necessary to really understand the life cycle impact analysis of these products and the role of the relative potential economy of scale, with particular reference to the social implications in local rural communities (Çoruh, 2005). Few data are available about the cost of raw coagulants as summarized in Table 1 where traditional and natural coagulants are compared (Çoruh, 2005). Bixler and Porse (2011) reported the unit price of some natural raw materials that reached the commercialization stage compared to chemical coagulants (Table 1), suggesting that chemical materials can be more expensive than some natural raw materials. Even if some chemical coagulants can be less expensive, several factors can contribute to increase the management cost like the necessity to adjust the water pH. For example, alginate is more expensive than alum salts, but it is used in smaller amounts making it cheaper than alum salts (Bixler and Porse, 2011; Çorhu, 2005). (Çorhu, 2005) evidenced that cost values are calculated considering only the chemical costs and not the operational costs associated with further treatment of sludge from the coagulation/flocculation process, that could further increase the whole cost associated to the use of traditional coagulants. For example, it has been reported that alum sludge disposal requires ~ 130 USD/ton (Maidon et al., 2015). (Ndabigengesere and Subba Narasiah, 1998) showed that under the same dosing conditions (1 mL/L) M. oleifera seeds generated a sludge volume of 1.5 mL/L compared to the 7.5 mL/L produced by alum salts. Plant-based coagulants can generate an amount of sludge that is approximately five times lower than chemical coagulants (Ndabigengesere et al., 1995) presenting suitable characteristics for agriculture reuse (Choy et al., 2014), with any further secondary pollution (Asrafuzzaman et al., 2011; Bolto and Gregory, 2007; Bratby, 2006; Swati and Govindan, 2005). The produced sludge is biodegradable and can be effectively degraded via biological methods (Renault et al., 2009). They can be disposed safely as soil fertilizer being not toxic (Gutierrez et al., 1998; Kaggwa et al., 2001; Mortula et al., 2009; Muisa et al., 2011; Verma et al., 2012b) thus reducing the cost of sludge management (Choy et al., 2014).
Table 1.
Chemical substances | Natural raw materials | ||||
---|---|---|---|---|---|
Alum sulphate | Polyelectrolyte | Calcium chloride | Alginate | Chitosan | |
Unit price (USD/kg) | 0.042 | 0.23 | 0.081 | 0.29 | - |
Amount required (g/m3) | 0.03 | 10–4 | 0.12 | 4 10–4 | - |
Total Price (USD/m3) |
1.2 10–6 | 0.02 10–6 | 1 10–4 | 1 × 10–7 | - |
Initial turbidity in water (NTU) | 5–100 | 80 | - | ||
Raw material used as coagulant on the commercialization scale | |||||
Unit price (USD/kg) | 0.3–0.5* | - | 1 | 12 | 19 |
Amount used (mg/L) | 3 | - | 80 | 0.2 | - |
*Prices obtained from the bulk suppliers in Turkey (Bixler and Porse, 2011)
Potentialities of plant-based coagulants to remove turbidity from water
The effectiveness of plant-based coagulants was investigated by several authors to treat water contaminated by toxic cyanobacteria, excess of turbidity, heavy metals (Mahiya et al., 2016), including wastewater as well (Yin, 2010; Choy et al., 2015; Oladoja and Pan, 2015; Villaseñor-Basulto et al., 2018; Mohd-Salleh et al., 2019; Saleem and Bachmann, 2019). The application of plant-based coagulants for turbidity removal is summarized in Table 2 considering water test sample of water, type of extraction, contact time, initial turbidity and removal efficiency, temperature (°C), optimum coagulant dose (g/L) and pH. The average turbidity removal rates were approximately of 86% with abatement rates up to 95% like for Trigonella foenumgraecum and Abelmoschus esculentus at pH 3.17–3.20 (Khoo et al., 2021; Mohammad Lanan et al., 2020), and up to 77% for Tacca leontopetaloides at pH 3 (Makhtar et al., 2021), even though the considered pH values made water not immediately suitable for human consumption (WHO, 2007). Conversely, M. oleifera removed turbidity up to 97% at pH 6.8 (15 g/L) and up to 86–94% at pH 6.2 (0.15 mg/L) (Nhut et al., 2020; Vunain et al., 2019). Seeds of M. oleifera have been used as efficient natural coagulants in certain developing countries unaffordable for conventional chemicals (Bhatia et al., 2007). Its seeds can contain up to 34%, 15% and 16% of proteins, carbohydrates and lipids, in that order. (Othmani et al., 2020) suggested that the high amount of protein can be responsible of its great activity as coagulant. Cactus evidenced the ability to reduce turbidity up to 92% and 98% with 0.5 g/L at pH = 8.89 and pH = 6, respectively (Wan et al., 2019; Choudhary et al., 2019b). The reduction of pH between 7.00 and 8.00 showed a turbidity removal efficiency up to 98% with 1.5 g/L of cactus-based coagulant. Cactus mainly contains water (80–95%), fibre (1–2%), proteins (0.5–1%) and carbohydrates (3–7%) (Ginestra et al., 2009), and are recognized for the presence of mucilage, that is assumed to be responsible for the coagulation/flocculation activity.
Table 2.
Natural coagulant | Test sample of water | Type of extraction | Contact time | Initial turbidity | Temperature (°C) |
Optimum coagulant dose (g/L) | Optimum pH | Turbidity removal efficiency (%) | References |
---|---|---|---|---|---|---|---|---|---|
Abelmoschus esculentus | Palm oil mill effluent | Fresh Okra |
Fast stirring for 2 min Slow stirring of 60 rpm for 30 min |
7700—13,600 | n.a | 116 | 3.2 | 94.97 | (Khoo et al., 2021) |
Trigonella foenumgraecum | Fenugreek seeds | 4.1 | |||||||
Trigonella foenum-graecum | Palm oil mill effluent | Fenugreek seeds |
Fast stirring for 2 min Slow stirring of 60 rpm for 30 min |
7700—22,200 | n.a | 0.409 | 3.17 | 94.97 | (Mohammad Lanan et al., 2020) |
Abelmoschus escluentus | Fresh Okra | 5.77 | |||||||
Citrus aurantiifolia and Citrus microcarpa | Synthetic water using kaolin | Peel extract |
Fast stirring of 120 rpm for 3 min Slow stirring of 50 rpm for 20 min |
115.83 | n.a | 0.05 | 6.5 | 77.60 | (Dollah et al., 2020) |
Tacca leontopetaloides | Raw leachate | T. leontopetaloides tuber |
Fast stirring of 200 rpm for 4 min Slow stirring of 40 rpm for 30 min |
218 | RT | 0.24 | 3 | 76.99 | (Makhtar et al., 2021) |
M. oleifera | Wastewater treatment plant | M. oleifera seeds | - | 287 ± 3 | 22.4 | 15 | 6.8 | 97.30 | (Vunain et al., 2019) |
Surface water | M. oleifera seeds |
Fast stirring of 120 rpm for 2 min Slow stirring of 50 rpm for 30 min |
n.a | 27 ± 0.5 | 0.15 | 6.2 |
Rainy season 87.8 to 93.3 Dry season 85.7 to 94.3 |
(Nhut et al., 2020) | |
Raw water | M. oleifera seeds |
Initial stirring of 50 rpm for 15 min Fast stirring of 150 rpm for 10 min Slow stirring of 50 rpm for 15 min |
15.6 ± 0.64 | RT | 1.64 | n.a | 82.04 | (Pandey et al., 2020) | |
M. oleifera |
River water Pond water Ground water |
M. oleifera seeds | n.a |
Stream: 20.5 Pond: 125 Well: 10.7 |
n.a |
4.5 6 2.6 |
6.8 5.3 7 |
95.56 66.96 90.37 |
(Egbuikwem and Sangodoyin, 2013) |
M. oleifera | River water | M. oleifera pods |
Fast stirring of 200 rpm for 2 min Slow stirring of 40 rpm for 5 min |
632 ± 3.20 | n.a | 12 | 7.45 | 99.20 | (Jodi et al., 2012) |
M. oleifera | Ground water | M. oleifera seeds | Stirring for 45 min at 110–120 rpm | 12.4 ± 0.02 | n.a | 15 | 8 | 75 | (Mangale Sapana et al., 2012) |
M. oleifera | River water | M. oleifera seeds | Between 5 and 60 min | 123.3 | n.a | 1.6 | 7.5 | > 85 | (Sánchez-Martín et al., 2012) |
M. oleifera | Pond water | M. oleifera seeds | n.a | 130.1 | 27 | n.a | 7.6 | 76.36 | (Yongabi et al., 2011) |
M. oleifera | River water | M. oleifera seeds | n.a | n.a | 10 | 5 | 7.5 | 71.02 | (Beltrán-Heredia and Sánchez-Martín, 2009) |
M. oleifera | Tap water (kaolin) | M. oleifera seeds | n.a | 105 | 20 ± 1 | 1 | 7.6 | 93.33 | (Ndabigengesere and Subba Narasiah, 1998) |
Cassava peels | Wastewater treatment plant | Cassava peels starch | n.a | 194 ± 14.43 | n.a | 44.8 | 6 | 60.19 | (Kumar et al., 2020) |
Quercus branti | Synthetic turbid water using kaolin suspension | Oak fruit |
Fast stirring of 200 rpm for 1 min Slow stirring of 70 rpm for 30 min |
20 to 250 | RT | 6.22 | n.a | 63.5 | (Jamshidi et al., 2020) |
Pistachio green | Synthetic turbid water using kaolinite | Pistachio green hull | n.a | 300 | n.a | 5 | 5 | 88 | (Nasrabadi et al., 2020) |
Guazuma ulmifoliya | Synthetic dairy wastewater | G. ulmifolia stem barks |
Fast stirring of 200 rpm for 1 min Slow stirring of 30 rpm for 15 min |
698 ± 9.4 | n.a | 77.58 | 5 | 95.8 | (Muniz et al., 2020) |
Cactus | Wastewater treatment plant | Cactus pads |
Fast stirring of 160 rpm for 5 min Slow stirring of 40 rpm for 25 min |
50 | 17 ± 1 | 2.8 | 12 | 98.33 | (Ayat et al., 2021) |
Cactus opuntia (ficus-indica) | Tailings pond water | Cactus mucilage | n.a | 80 ± 2 | 23 ± 1 | 0.5 | 6 | 98 | (Wan et al., 2019) |
0.5 | 8.89 | 91.49 | |||||||
Cactus opuntia (ficus-indica) | Stimulated industrial water-based paint wastewater | Eluted on 3 N NaCl | n.a | n.a | n.a | n.a | n.a | 78.43 | Vishali and Karthikeyan (2015b) |
30 | n.a | 80.44 | |||||||
n.a | 5 | 99.67 | |||||||
100 | n.a | 94 | |||||||
Opuntia ficus-indica | Oil sands process-affected water | Cladodes of Opuntia ficus indica | n.a | n.a | n.a | 1.5 | 7–8 | 98 | (Choudhary et al., 2019b) |
Pine cone | Synthetic turbid water | Pine cones | n.a | 67, 69, 71 and 75 | n.a | 0.5 | 2 | 77 | (Hussain et al., 2019) |
12 | 76 | ||||||||
Cicer arietinum | Palm oil mill effluent | Chickppea seeds | n.a | 17,600 | n.a | 2.6 | 6.69 | 86 | (Choong Lek et al., 2018) |
Flower of Musa sp. | Effluents from the processing of iron ore | Extraction of tannins |
Fast stirring for 2 min Slow stirring for 15 min |
86,500 | n.a | 8.5 | 6.25 | 97.58 | (Vaz et al., 2018) |
Maerua decumbent | Paint industry wastewater | M. decumbent roots |
Fast stirring of 180 rpm for 3 min Slow stirring of 20 rpm for 30 min |
2575 | 20 ± 2 | 1 | 5.56 | 99.24 | (Kakoi et al., 2017) |
Corn and potato | Synthetic turbid water using kaolin suspension | Conventional starches |
Fast stirring of 100 rpm for 2 min Slow stirring of 40 rpm for 20 min |
165 ± 5 | 25 ± 1 | 0.12 | 4 | 50 | Choy et al. (2016) |
Plantago ovata | Raw surface water | Plantago seeds extracted by using FeCl3-induced extract |
Fast stirring of 120 rpm for 1 min Slow stirring of 45 rpm for 10 min |
76 | 24 | 0.025 | < 8 | 95.6 | Ramavandi (2014) |
Potentiality of plant-based coagulants to remove cyanobacteria
Currently, few studies have been reported to mitigate CyanoHABs with plant-based coagulants as summarized in Table3. Cyanobacterial removal was ≥ 70% for all the plant-based coagulants. According to El Bouaidi et al. (2020), Vicia faba seeds and Opuntia ficus indica cladodes removed up to 85% of M. aeruginosa from treated water using 0.5 and 1 g/L (pH 5) of the relative coagulants, respectively. Teixeira et al. (2017) evaluated the potential of M. oleifera to remove M. aeruginosa from water using a process including coagulation, flocculation and dissolved air flotation (DAF). Results demonstrated that this plant-based coagulant can remove ~ 80% of M. aeruginosa cells. Camacho et al. (2015) explored the potential effect of M. oleifera at low turbidity level to sanitize water contaminated by cyanobacteria evidencing its ability to reduce chlorophyll-a and turbidity up to 60%, as well as suspended organic matter (40–50%).
Table 3.
Plant-based coagulants | Extract type | Test sample of water | Target cyanobacteria | Contact time | Initial turbidity | Temperature (°C) |
Optimum coagulant dose (g/L) | pH | removal efficiency (%) | Reference |
---|---|---|---|---|---|---|---|---|---|---|
Vicia faba and Opuntia ficus indica | Faba been seeds and cactus cladodes | Synthetic water prepared from cyanobacterial cells density of 106 cells/mL | Microsystis aeurigonsa |
Fast stirring of 200 rpm for 2 min Slow stirring of 40 rpm for 30 min |
200 | RT | 0.5 and 0.1 | 5 | Cyanobacteria cells: > 85 | (El Bouaidi et al., 2020) |
Opuntia strica Haw | Cactus cladodes | Surface water from Bodocongó reservoir | Cyanobacterial bloom containing: Microcystis aeruginosa, Sphaerocavum Brasiliense, Cylindrospermopsis racibroskii (Woloszynska) and Plankthotrix isothrix (Skuja) | 5, 15, 30, 60 and 120 min | 58.1 ± 1.5 | 25 | 10 | n.e |
Turbidity: 52 Cyanobacteria cells: 70 |
(Nery et al., 2019) |
Moringa olifera | MO seeds proteins (albumin and globulin) | Distilled water contaminated with cyanobacterial cell of density of 104 cells/mL | Microcystis aeruginosa | Coagulation at a velocity gradient of 315 s−1 for 20 s; flocculation at a velocity gradient of 15 s−1 for 10 min | 34.7 ± 0.61 | n.a | 10 | 7.77 | Cyanobacterial cells: 83.87 | (de Oliveira Ruiz Moreti et al., 2019) |
Pomegranate peel | Pomegranate peel tannins | Synthetic water prepared from cyanobacterial cells density of 106 cells/mL | Microcytis aeruginosa | n.a | n.a | n.a | 0.2 | 7.4 | Cyanobacteria cells: 94.22 | (Wang et al., 2018) |
Moringa oleifera | MO seeds | Synthetic surface water using cyanobacterial cells | Microcytis aeruginosa | Coagulation for 2 min with a velocity gradient of 380 s−1 (200 rpm), flocculation for 8 min at 70 s−1 (20 rpm) | n.a | 21.0 ± 1.0 | 5 | 7.4 | 80 | (Teixeira et al., 2017) |
Moringa oleifera | MO seeds extracts by 1 M NaCl and CaCl2 | Synthetic water spiked with humic acid and cyanobacteria cells | Microcytis aeruginosa |
Coagulation at a velocity gradient of 1000 s1 for 10 s−1, flocculation at a velocity gradient of 15 s−1 for 15 min |
25.3 ± 0.3 | 25 ± 2 | 5 | 8.3 | Cyanobacteria cells: 79.9 | (Carvalho et al., 2016) |
Moringa oleifera | MO seeds | Artificially water contaminated with cyanobacteria (order of 104 cells/mL) | Anabaena flos-aquae |
Rapid mixing gradient of 315 and 850 s−1 for 20 S Slow mixing gradient of 5, 10 and 15 s−1 for 10, 15 and 20 min |
30 ± 0.5 | 25 ± 2 | 10 | 7.0–7.7 | Cyanobacteria cells: 96.4 | (Moreti et al., 2016) |
Moringa oleifera |
MO seeds Saline extraction KCl and NaCl (1 M) |
Deionized water with an inoculum of cyanobacteria cells Turbidity ranging from 50–450 NTU |
Microcystis protocystis | 8 min of retention time | between 50 and 450 | 25 ± 2 | 5 | 7.32 | Cyanobacteria cells: between 80 and 95 | (Camacho et al., 2015) |
Thus, the removal of cyanobacteria and cyanotoxins in DWTPs can be carried out through two groups of methods: i) effective in removing intracellular cyanotoxin with intact cyanobacterial cells, and ii) eliminating extracellular cyanotoxin removing organic matter (Xagoraraki, 2007). To increase the whole performance of water treatment, reactions can occur sequentially in two separated reactors (Gitis and Hankins, 2018). Several treatment techniques are used in order to increase the performance of water treatment methods, e.g. photolysis with UV radiation at 254 and 185 nm (Chintalapati and Mohseni, 2020), adsorption process with activated carbons (Pendleton et al., 2001; Zhang et al., 2011) and hydrophyte filter bed (Song et al., 2009). Coagulation/flocculation has been widely applied in combination with ultrafiltration, as an effective pre-treatment, to improve the removal of natural organic matter and to reduce membrane fouling (Liu et al., 2017). There is a great need to further research on the coagulation/flocculation process to identify the best practice to reduce effects of CyanoHABs considering also low tech-content methods.
A critical view on the applicability and future challenges of plant-based coagulants
(Sillanpää et al., 2018) evidenced that the use of plant-based coagulants for the removal of suspended particles and natural organic matter in WWTPs is still underexplored. Currently, most results are laboratory based focusing on controlling water turbidity by studying the mechanism of these natural coagulants through charge interaction and bridging mechanism that is attributed to the pair nature of the treated water and plant-based coagulant tested. According to (Ang and Mohammad, 2020), natural coagulants can record poor removal performance when the treated water contains many constituents such as suspended solids, heavy metals and microalgae, thus requiring several combined processes in order to meet the expected goal.
Several studies (Choudhary et al., 2019a; Vunain et al., 2019; Wan et al., 2019) highlighted that plant-based coagulants have been used in various types of effluents saturated with different suspended solids ranging from wastewater, water from paint factories and artificially turbid water. The originality of the adoption of plant-based coagulants is related to the potential sources supplying the reagents like plant, including invasive species, or weeds (i.e., including seaweed), and plant waste. Some direct critical aspects in the use of plant-based coagulants are i) the lack of plants for mass processing; ii) the perception of a low-volume market; and iii) the lack of regulations stipulating the quality of processed coagulant extracts (Sutherland et al., 2002); iv) storage can be affected by microbial degradation causing undesired loss of reagents (Albaliwano et al., 2003; SAMIA et al., 1979).
In term of commercialization, few natural coagulants have reached the market, although several various native plant extracts have been identified as suitable for coagulation activities in removing turbidity and cyanobacteria (Sowmeyan et al., 2011). Currently, only M. oleifera seeds extracts are well documented with full-scale application in coagulation processes (Sutherland et al., 2002). Some critical points can affect the future employ of plant-based coagulants like the regular supply of raw materials mainly due to the relative economy of scale. For example, M. oleifera seeds can be harvested twice a year (Radovich, 2009) and there are still no clear estimate if the expected production will satisfy the possibility of a whole replacement of traditional chemical coagulants, or can represent just an integration and/or a partial substitution, greening just part of the process.
Another potential drawback identified from plant-based coagulants is the increase of organic load in the treated mass of water, as chemical oxygen demand (COD) and biological oxygen demand (BOD) (Sánchez-Martín et al., 2012), that can further promote microbial growth and potentially increase the frequency in clogging at the filtration stage of DWTPs. As a result, increased COD level can be a disadvantage if treated water is stored for a long period of time or requires chlorination (Sánchez-Martín et al., 2012). Distilled water extracts from M. oleifera (1%) can contain approximately 88.8 g/L of COD (Baptista et al., 2015), while the saline extraction up to 175 g/L.
Conclusions
Plant-based coagulants in DWTPs are an interesting and promising approach for the water sector that must be attentively evaluated, especially to integrate traditional chemical reagents. For sure, they cannot be considered as an overnight solution, but a medium-term potential option for greening the processes of coagulation/flocculation and cyanobacterial bloom removal. Several flaws are currently present and are mainly associated not only to the lack of data about full-scale applications, but also to the potential increase in treated water COD, the limited availability of adequate plant biomass and its potential biodegradability during storage conditions. The main advantages are related to the ability to support coagulation/flocculation treatments with efficiencies quite like to traditional reagents including costs, that with the relative economy of scale, could be potentially further reduced. Future focused research activities must elucidate: i) suitable species in an agricultural production perspective; ii) cost–benefit analysis; and iii) full-scale potential applicability.
Conflicts of interest
The authors declare no conflict of interest.
Acknowledgements
This research was partially funded by MAECI (Ministry of Foreign Affairs and International Cooperation, Italy) supporting scientific collaboration between the University Cadi Ayyad (Faculty of Sciences Semlalia Marrakech, Morocco) and University of Naples Federico II (Naples, Italy).
The constructive comments from the anonymous reviewers are gratefully acknowledged.
Authors’ contributions
WEB was involved in literature review, data analysis and paper drafting; GL helped in paper drafting and data analysis; MD and AO contributed to data analysis; AY helped in literature review; GL and GM were involved in paper drafting and conceptualization; LA contributed to literature and draft review; and ML helped in conceptualization. All authors read and approved the final manuscript.
Funding
Open access funding provided by Università degli Studi di Napoli Federico II within the CRUI-CARE Agreement. The research activity received no specific funding.
Declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Availability of data and materials
All data generated or analysed during this study are included in this published article.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Change history
7/19/2022
Missing Open Access funding information has been added in the Funding Note.
Contributor Information
Widad El Bouaidi, Email: widad.elbouaidi@edu.uca.ac.ma.
Giovanni Libralato, Email: giovanni.libralato@unina.it.
Mountasser Douma, Email: douma_mountasser@yahoo.fr.
Abdelaziz Ounas, Email: a.ounas@gmail.com.
Abdelrani Yaacoubi, Email: ayaacoubi@uca.ac.ma.
Giusy Lofrano, Email: giusy.lofrano@uniroma4.it.
Luisa Albarano, Email: luisa.albarano@szn.it.
Marco Guida, Email: marco.guida@unina.it.
Mohammed Loudiki, Email: loudiki@uca.ac.ma.
References
- Abdullah MMAB, Nordin N, Tahir MFM, Kadir AA, Sandu AV. Potential of sludge waste utilization as construction materials via geopolymerization. Int J Conserv Sci. 2016;7:753–758. [Google Scholar]
- Anderson DM, Glibert PM, Burkholder JM. Harmful algal blooms and eutrophication: Nutrient sources, composition, and consequences. Estuaries. 2002;25:704–726. doi: 10.1007/BF02804901. [DOI] [Google Scholar]
- Ang WL, Mohammad AW. State of the art and sustainability of natural coagulants in water and wastewater treatment. J Clean Prod. 2020;262:121267. doi: 10.1016/j.jclepro.2020.121267. [DOI] [Google Scholar]
- Antov MG, Šćiban MB, Prodanović JM. Evaluation of the efficiency of natural coagulant obtained by ultrafiltration of common bean seed extract in water turbidity removal. Ecol Eng. 2012;49:48–52. doi: 10.1016/j.ecoleng.2012.08.015. [DOI] [Google Scholar]
- Asrafuzzaman M, Fakhruddin ANM, Hossain MA. Reduction of Turbidity of Water Using Locally Available Natural Coagulants. ISRN Microbiol. 2011;2011:1–6. doi: 10.5402/2011/632189. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ayat A, Arris S, Abbaz A, Bencheikh-Lehocine M, Meniai AH. Application of Response Surface Methodology For Modeling and Optimization of A Bio Coagulation Process (Sewage Wastewater Treatment Plant) Environ Manage. 2021 doi: 10.1007/s00267-020-01407-0. [DOI] [PubMed] [Google Scholar]
- Backer LC, Manassaram-Baptiste D, LePrell R, Bolton B. Cyanobacteria and algae blooms: review of health and environmental data from the harmful algal bloom-related illness surveillance system (HABISS) 2007–2011. Toxins (basel) 2015;7:1048–1064. doi: 10.3390/toxins7041048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Beltrán-Heredia J, Sánchez-Martín J. Removal of sodium lauryl sulphate by coagulation/flocculation with Moringa oleifera seed extract. J Hazard Mater. 2009;164:713–719. doi: 10.1016/j.jhazmat.2008.08.053. [DOI] [PubMed] [Google Scholar]
- Betatache H, Aouabed A, Drouiche N, Lounici H. Conditioning of sewage sludge by prickly pear cactus (Opuntia ficus Indica) juice. Ecol Eng. 2014;70:465–469. doi: 10.1016/j.ecoleng.2014.06.031. [DOI] [Google Scholar]
- Bhatia S, Othman Z, Ahmad AL. Pretreatment of palm oil mill effluent (POME) using Moringa oleifera seeds as natural coagulant. J Hazard Mater. 2007;145:120–126. doi: 10.1016/j.jhazmat.2006.11.003. [DOI] [PubMed] [Google Scholar]
- Bixler HJ, Porse H. A decade of change in the seaweed hydrocolloids industry. J Appl Phycol. 2011;23:321–335. doi: 10.1007/s10811-010-9529-3. [DOI] [Google Scholar]
- Bolto B, Gregory J. Organic polyelectrolytes in water treatment. Water Res. 2007;41:2301–2324. doi: 10.1016/j.watres.2007.03.012. [DOI] [PubMed] [Google Scholar]
- Bories C, Borredon ME, Vedrenne E, Vilarem G, Agamuthu P. Challenges and opportunities in agrowaste management: An Asian perspective what is agro waste. J Environ Manage. 2009;143:186–196. doi: 10.1016/j.jenvman.2014.05.006. [DOI] [Google Scholar]
- J Bratby 2006 Coagulation and flocculation in water and wastewater treatment Water 21. 10.2166/9781780407500
- Briand J, Leboulanger C, Humbert J, Bernard C, Dufour P. CYLINDROSPERMOPSIS RACIBORSKII (CYANOBACTERIA) INVASION AT MID-LATITUDES: SELECTION, WIDE PHYSIOLOGICAL TOLERANCE, ORGLOBALWARMING? 1. J Phycol. 2004;40:231–238. doi: 10.1111/j.1529-8817.2004.03118.x. [DOI] [Google Scholar]
- Brooks BW, Lazorchak JM, Howard MDA, Johnson MVV, Morton SL, Perkins DAK, Reavie ED, Scott GI, Smith SA, Steevens JA. Are harmful algal blooms becoming the greatest inland water quality threat to public health and aquatic ecosystems? Environ Toxicol Chem. 2016;35:6–13. doi: 10.1002/etc.3220. [DOI] [PubMed] [Google Scholar]
- Camacho FP, Bongiovani MC, Silva MO, Coldebella PF, Amorim SP, M.T., Bergamasco, R., Coagulation/Flocculation/Flotation/Nanofiltration Processes Using Moringa Oleifera as Coagulant of Eutrophized River. Icheap12 12Th Int. Conf Chem Process Eng. 2015;43:1123–1128. doi: 10.3303/CET1543188. [DOI] [Google Scholar]
- Carmichael WW, Azevedo SMFO, An JS, Molica RJR, Jochimsen EM, Lau S, Rinehart KL, Shaw GR, Eaglesham GK. Human fatalities form cyanobacteria: Chemical and biological evidence for cyanotoxins. Environ Health Perspect. 2001;109:663–668. doi: 10.1289/ehp.01109663. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Carvalho MS, Alves BRR, Silva MF, Bergamasco R, Coral LA, Bassetti FJ. CaCl2 applied to the extraction of Moringa oleifera seeds and the use for Microcystis aeruginosa removal. Chem Eng J. 2016;304:469–475. doi: 10.1016/j.cej.2016.06.101. [DOI] [Google Scholar]
- Chapra SC, Boehlert B, Fant C, Bierman VJ, Henderson J, Mills D, Mas DML, Rennels L, Jantarasami L, Martinich J, Strzepek KM, Paerl HW. Climate Change Impacts on Harmful Algal Blooms in U.S. Freshwaters: A Screening-Level Assessment. Environ Sci Technol. 2017;51:8933–8943. doi: 10.1021/acs.est.7b01498. [DOI] [PubMed] [Google Scholar]
- Chen L, Wang C, Wang W, Wei J. Optimal conditions of different flocculation methods for harvesting Scenedesmus sp. Cultivated in an open-pond system. Bioresour Technol. 2013;133:9–15. doi: 10.1016/j.biortech.2013.01.071. [DOI] [PubMed] [Google Scholar]
- Choong Lek BL, Peter AP, Qi Chong KH, Ragu P, Sethu V, Selvarajoo A, Arumugasamy SK. Treatment of palm oil mill effluent (POME) using chickpea (Cicer arietinum) as a natural coagulant and flocculant: Evaluation, process optimization and characterization of chickpea powder. J Environ Chem Eng. 2018;6:6243–6255. doi: 10.1016/j.jece.2018.09.038. [DOI] [Google Scholar]
- Choudhary M, Ray MB, Neogi S. Evaluation of the potential application of cactus (Opuntia ficus-indica) as a bio-coagulant for pre-treatment of oil sands process-affected water. Sep Purif Technol. 2019;209:714–724. doi: 10.1016/j.seppur.2018.09.033. [DOI] [Google Scholar]
- Choy SY, Prasad KMN, Wu TY, Raghunandan ME, Ramanan RN. Utilization of plant-based natural coagulants as future alternatives towards sustainable water clarification. J Environ Sci (china) 2014;26:2178–2189. doi: 10.1016/j.jes.2014.09.024. [DOI] [PubMed] [Google Scholar]
- Choy SY, Prasad KMN, Wu TY, Ramanan RN. A review on common vegetables and legumes as promising plant-based natural coagulants in water clarification. Int J Environ Sci Technol. 2015;12:367–390. doi: 10.1007/s13762-013-0446-2. [DOI] [Google Scholar]
- Choy SY, Prasad KN, Wu TY, Raghunandan ME, Ramanan RN. Performance of conventional starches as natural coagulants for turbidity removal. Ecol Eng. 2016;94:352–364. doi: 10.1016/j.ecoleng.2016.05.082. [DOI] [Google Scholar]
- Christoffersen K. Ecological implications of cyanobacterial toxins in aquatic food webs. Phycologia. 1996;35:42–50. doi: 10.2216/i0031-8884-35-6S-42.1. [DOI] [Google Scholar]
- Codd, G.A., Lindsay, J., Young, F.M., Morrison, L.F., Metcalf, J.S., 2005. HARMFUL CYANOBACTERIA. From mass mortalities to management measures. Animals 1–23. 10.1007/1-4020-3022-3_1
- Çoruh HA (2005) Use of calcium alginate as a coagulant in water treatment. pp 1–185
- De Figueiredo DR, Azeiteiro UM, Esteves SM, Gonçalves FJM, Pereira MJ. Microcystin-producing blooms - A serious global public health issue. Ecotoxicol Environ Saf. 2004;59:151–163. doi: 10.1016/j.ecoenv.2004.04.006. [DOI] [PubMed] [Google Scholar]
- de Oliveira Ruiz Moreti, L., Takaoka, A.B., Marquettotti Salcedo Vieira, A., Mantovani, D., Bergamasco, R., The use of Moringa oleifera seeds and their fractionated proteins for Microcystis aeruginosa and microcystin-LR removal from water. Can J Chem Eng. 2019;97:1307–1316. doi: 10.1002/cjce.23382. [DOI] [Google Scholar]
- Dodds WK, Bouska WW, Eitzmann JL, Pilger TJ, Pitts KL, Riley AJ, Schloesser JT, Thornbrugh DJ. Eutrophication of U. S. freshwaters: Analysis of potential economic damages. Environ Sci Technol. 2009;43:12–19. doi: 10.1021/es801217q. [DOI] [PubMed] [Google Scholar]
- Z Dollah NA Sahat N Hamzah AA Musir R Ramli 2020 Citrus aurantiifolia and citrus microcarpa fruit peels waste as eco-friendly natural coagulants IOP Conf Ser Earth Environ Sci 47610.1088/1755-1315/476/1/012089
- Douma M, Ouahid Y, Loudiki M, Del Campo FF, Oudra B. The first detection of potentially toxic Microcystis strains in two Middle Atlas Mountains natural lakes (Morocco) Environ Monit Assess. 2017;189:39. doi: 10.1007/s10661-016-5753-x. [DOI] [PubMed] [Google Scholar]
- Egbuikwem PN, Sangodoyin AY. Coagulation efficacy of Moringa oleifera seed extract compared to alum for removal of turbidity and E. coli in three different water sources. Eur Int J Sci Technol. 2013;2:13–20. [Google Scholar]
- El Bouaidi W, Essalhi S, Douma M, Tazart Z, Ounas A, Enaime G, Yaacoubi A, Loudiki M. Evaluation of the potentiality of Vicia faba and Opuntia ficus indica as eco-friendly coagulants to mitigate Microcystis aeruginosa blooms. Desalin WATER Treat. 2020;196:198–213. doi: 10.5004/dwt.2020.26040. [DOI] [Google Scholar]
- Falconer IR, Humpage AR. Health risk assessment of cyanobacterial (blue-green algal) toxins in drinking water. Int J Environ Res Public Health. 2005;2:43–50. doi: 10.3390/ijerph2005010043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ferreira RS, Napoleão TH, Santos AFS, Sá RA, Carneiro-da-Cunha MG, Morais MMC, Silva-Lucca RA, Oliva MLV, Coelho LCBB, Paiva PMG. Coagulant and antibacterial activities of the water-soluble seed lectin from Moringa oleifera. Lett Appl Microbiol. 2011;53:186–192. doi: 10.1111/j.1472-765X.2011.03089.x. [DOI] [PubMed] [Google Scholar]
- Gassenschmidt U, Jany KD, Bernhard T, Niebergall H. Isolation and characterization of a flocculating protein from Moringa oleifera Lam. BBA - Gen Subj. 1995;1243:477–481. doi: 10.1016/0304-4165(94)00176-X. [DOI] [PubMed] [Google Scholar]
- Gautam RK, Mudhoo A, Lofrano G, Chattopadhyaya MC. Biomass-derived biosorbents for metal ions sequestration: Adsorbent modification and activation methods and adsorbent regeneration. J Environ Chem Eng. 2014;2:239–259. doi: 10.1016/j.jece.2013.12.019. [DOI] [Google Scholar]
- Ghadouani A, Coggins LX. Science, technology and policy for Water Pollution Control at the Watershed Scale: Current issues and future challenges. Phys Chem Earth. 2011;36:335–341. doi: 10.1016/j.pce.2011.05.011. [DOI] [Google Scholar]
- Ghebremichael KA, Gunaratna KR, Dalhammar G. Single-step ion exchange purification of the coagulant protein from Moringa oleifera seed. Appl Microbiol Biotechnol. 2006;70:526–532. doi: 10.1007/s00253-005-0130-7. [DOI] [PubMed] [Google Scholar]
- Ghosh M, Amirtharajah A, Adin A. Particle destabilization for tertiary treatment of municipal wastewater by filtration. Water Sci Technol. 1994 doi: 10.2166/wst.1994.0482. [DOI] [Google Scholar]
- Ginestra G, Parker ML, Bennett RN, Robertson J, Mandalari G, Narbad A, Lo Curto RB, Bisignano G, Faulds CB, Waldron KW. Anatomical, chemical, and biochemical characterization of cladodes from prickly pear [Opuntia ficus-indica (L.) Mill.] J Agric Food Chem. 2009;57:10323–10330. doi: 10.1021/jf9022096. [DOI] [PubMed] [Google Scholar]
- Graham JL, Loftin KA, Meyer MT, Ziegler AC. Cyanotoxin mixtures and taste-and-odor compounds in cyanobacterial blooms from the Midwestern United States. Environ Sci Technol. 2010;44:7361–7368. doi: 10.1021/es1008938. [DOI] [PubMed] [Google Scholar]
- Gutierrez, R., Delvasto, S., Mesa, E., 1998. Problem of alum sludges disposal in Cali, Colombia, in: 14th International Conference on Solid Waste Technology and Management, Philadelphia, USA. pp. 1–6.
- Harke MJ, Steffen MM, Gobler CJ, Otten TG, Wilhelm SW, Wood SA, Paerl HW. A review of the global ecology, genomics, and biogeography of the toxic cyanobacterium, Microcystis spp. Harmful Algae. 2016;54:4–20. doi: 10.1016/j.hal.2015.12.007. [DOI] [PubMed] [Google Scholar]
- Heisler J, Glibert PM, Burkholder JM, Anderson DM, Cochlan W, Dennison WC, Dortch Q, Gobler CJ, Heil CA, Humphries E, Lewitus A, Magnien R, Marshall HG, Sellner K, Stockwell DA, Stoecker DK, Suddleson M. Eutrophication and harmful algal blooms: A scientific consensus. Harmful Algae. 2008;8:3–13. doi: 10.1016/j.hal.2008.08.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- V Heuzé G Tran H Archimede C Regnier D Bastianelli F Lebas 2016. Cassava peels, cassava pomace and other cassava by-products.
- Hitzfeld BC, Höger SJ, Dietrich DR. Cyanobacterial toxins: removal during drinking water treatment, and human risk assessment. Environ Health Perspect. 2000;108:113–122. doi: 10.1289/ehp.00108s1113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ho L, Dreyfus J, Boyer J, Lowe T, Bustamante H, Duker P, Meli T, Newcombe G. Fate of cyanobacteria and their metabolites during water treatment sludge management processes. Sci Total Environ. 2012;424:232–238. doi: 10.1016/j.scitotenv.2012.02.025. [DOI] [PubMed] [Google Scholar]
- DS Horne, JM Banks PF Fox PLH McSweeney T Cogan T Guinee 2004. Cheese: Chemistry, Physics and Microbiology, Vol 1: General aspects.
- Howeler R.H 2001 Proceedings of the Validation Forum on the Global Cassava Development Strategy Rome 26–28 April 2000, in: Validation Forum on the Global Cassava Development Strategy (2000: Rome, Italy). FAO.
- Hussain S, Ghouri AS, Ahmad A. Pine cone extract as natural coagulant for purification of turbid water. Heliyon. 2019;5:e01420. doi: 10.1016/j.heliyon.2019.e01420. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jamshidi A, Rezaei S, Hassani G, Firoozi Z, Ghaffari HR, Sadeghi H. Coagulating potential of Iranian oak (Quercus Branti) extract as a natural coagulant in turbidity removal from water. J Environ Heal Sci Eng. 2020;18:163–175. doi: 10.1007/s40201-020-00449-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jodi M, Birnin-Yauri U, Yahaya Y, Sokoto M. The use of some plants in water purification. J Chem Mater Sci. 2012;1:71–75. [Google Scholar]
- Joh G, Choi YS, Shin JK, Lee J. Problematic algae in the sedimentation and filtration process of water treatment plants. J Water Supply Res Technol - AQUA. 2011;60:219–230. doi: 10.2166/aqua.2011.035. [DOI] [Google Scholar]
- Kaebernick M, Neilan BA. Ecological and molecular investigations of cyanotoxin production. FEMS Microbiol Ecol. 2001;35:1–9. doi: 10.1016/S0168-6496(00)00093-3. [DOI] [PubMed] [Google Scholar]
- Kaggwa RC, Mulalelo CI, Denny P, Okurut TO. The impact of alum discharges on a natural tropical wetland in Uganda. Water Res. 2001;35:795–807. doi: 10.1016/S0043-1354(00)00301-8. [DOI] [PubMed] [Google Scholar]
- Kakoi B, Kaluli JW, Ndiba P, Thiong’o, G., Optimization of Maerua Decumbent bio-coagulant in paint industry wastewater treatment with response surface methodology. J Clean Prod. 2017;164:1124–1134. doi: 10.1016/j.jclepro.2017.06.240. [DOI] [Google Scholar]
- Kebaili M, Djellali S, Radjai M, Drouiche N, Lounici H. Valorization of orange industry residues to form a natural coagulant and adsorbent. J Ind Eng Chem. 2018;64:292–299. doi: 10.1016/j.jiec.2018.03.027. [DOI] [Google Scholar]
- Khoo M, Sethu V, Selvarajoo A, Arumugasamy SK. Performance of fenugreek and okra for the physico-chemical treatment of Palm Oil Mill Effluent-Modeling using Response Surface Methodology. Prog Energy Environ. 2021;15:8–30. [Google Scholar]
- I Kumar AR Quaff 2018 Comparative study on the effectiveness of natural coagulant aids and commercial coagulant: removal of arsenic from water Int J Environ Sci Technol 1–610.1007/s13762-018-1980-8
- V Kumar A Al-Gheethi SM Asharuddin N Othman 2020 Potential of cassava peels as a sustainable coagulant aid for institutional wastewater treatment: Characterisation, optimisation and techno-economic analysis Chem Eng J 127642 .10.1016/j.cej.2020.127642
- Kurane R, Nohata Y. Microbial Flocculation of Waste Liquids and Oil Emulsion by a Bioflocculant from Alcaligenes latus. Agric Biol Chem. 1991;55:1127–1129. doi: 10.1271/bbb1961.55.1127. [DOI] [Google Scholar]
- Kurita K. Chitin and chitosan: Functional biopolymers from marine crustaceans. Mar Biotechnol. 2006;8:203–226. doi: 10.1007/s10126-005-0097-5. [DOI] [PubMed] [Google Scholar]
- Lahti K, Rapala J, Kivimäki AL, Kukkonen J, Niemelä M, Sivonen K. Occurrence of microcystins in raw water sources and treated drinking water of Finnish waterworks. Water Sci Technol. 2001;43:225–228. doi: 10.2166/wst.2001.0744. [DOI] [PubMed] [Google Scholar]
- CB Lopez Q Dortch EB Jewett D Garrison 2008. Scientific assessment of marine harmful algal blooms.
- Ma C, Hu W, Pei H, Xu H, Pei R. Enhancing integrated removal of Microcystis aeruginosa and adsorption of microcystins using chitosan-aluminum chloride combined coagulants: Effect of chemical dosing orders and coagulation mechanisms. Colloids Surfaces A Physicochem Eng Asp. 2016;490:258–267. doi: 10.1016/j.colsurfa.2015.11.056. [DOI] [Google Scholar]
- Mahiya S, Sharma SK, Lofrano G. Adsorptive Behaviour, Isothermal and Kinetic Modeling Studies in Removal of Copper, Nickel, Zinc and Lead from Aqueous Solutions using Carissa carandas and Syzygium aromaticum: A Comparative Analysis. Asian J Chem. 2016;28:1903. doi: 10.14233/ajchem.2016.19669. [DOI] [Google Scholar]
- Makhtar NSM, Idris J, Musa M, Andou Y, Hamid KHK, Puasa SW. Plant-based tacca leontopetaloides biopolymer flocculant (TBPF) produced high removal of heavy metal ions at low dosage. Processes. 2021;9:1–14. doi: 10.3390/pr9010037. [DOI] [Google Scholar]
- Mangale Sapana M, Chonde Sonal G, Raut PD. Use of Moringa oleifera (drumstick) seed as natural absorbent and an antimicrobial agent for ground water treatment. Res J Recent Sci ISSN. 2012;2277:2502. [Google Scholar]
- McQuaid N, Zamyadi A, Prévost M, Bird DF, Dorner S. Use of in vivo phycocyanin fluorescence to monitor potential microcystin-producing cyanobacterial biovolume in a drinking water source. J Environ Monit. 2011;13:455–463. doi: 10.1039/c0em00163e. [DOI] [PubMed] [Google Scholar]
- Meglič A, Pecman A, Rozina T, Leštan D, Sedmak B. Electrochemical inactivation of cyanobacteria and microcystin degradation using a boron-doped diamond anode — A potential tool for cyanobacterial bloom control. J Environ Sci (china) 2017;53:248–261. doi: 10.1016/j.jes.2016.02.016. [DOI] [PubMed] [Google Scholar]
- Merel S, Clément M, Thomas O. State of the art on cyanotoxins in water and their behaviour towards chlorine. Toxicon. 2010;55:677–691. doi: 10.1016/j.toxicon.2009.10.028. [DOI] [PubMed] [Google Scholar]
- Merel S, Walker D, Chicana R, Snyder S, Baurès E, Thomas O. State of knowledge and concerns on cyanobacterial blooms and cyanotoxins. Environ Int. 2013;59:303–327. doi: 10.1016/j.envint.2013.06.013. [DOI] [PubMed] [Google Scholar]
- Miller SM, Fugate EJ, Craver VO, Smith JA, Zimmerman JB. Toward understanding the efficacy and mechanism of Opuntia spp. as a natural coagulant for potential application in water treatment. Environ Sci Technol. 2008;42:4274–4279. doi: 10.1021/es7025054. [DOI] [PubMed] [Google Scholar]
- Mohamed ZA, Hashem M, Alamri SA. Growth inhibition of the cyanobacterium Microcystis aeruginosa and degradation of its microcystin toxins by the fungus Trichoderma citrinoviride. Toxicon. 2014;86:51–58. doi: 10.1016/j.toxicon.2014.05.008. [DOI] [PubMed] [Google Scholar]
- FAB Mohammad Lanan A Selvarajoo V Sethu SK Arumugasamy 2020 Utilisation of natural plant-based fenugreek (Trigonella foenum-graecum) coagulant and okra (Abelmoschus escluentus) flocculant for palm oil mill effluent (POME) treatment J Environ Chem Eng 104667. 10.1016/j.jece.2020.104667
- Mohd-Asharuddin, S., Othman, N., Zin, N.S.M., Tajarudin, H.A., 2017. A chemical and morphological study of cassava peel: A potential waste as coagulant aid, in: MATEC Web of Conferences. EDP Sciences, p. 6012.
- Mohd-Salleh SNA, Mohd-Zin NS, Othman N. A review of wastewater treatment using natural material and its potential as aid and composite coagulant. Sains Malaysiana. 2019;48:155–164. doi: 10.17576/jsm-2019-4801-18. [DOI] [Google Scholar]
- Moreti LOR, Coldebella PF, Camacho FP, Carvalho Bongiovani M, Pereira De Souza AH, Kirie Gohara A, Matsushita M, Fernandes Silva M, Nishi L, Bergamasco R. Removal of Anabaena flos-aquae in water treatment process using Moringa oleifera and assessment of fatty acid profile of generated sludge. Environ Technol (united Kingdom) 2016;37:1408–1417. doi: 10.1080/09593330.2015.1117144. [DOI] [PubMed] [Google Scholar]
- Mortula M, Bard SM, Walsh ME, Gagnon GA. Aluminum toxicity and ecological risk assessment of dried alum residual into surface water disposal. Can J Civ Eng. 2009;36:127–136. doi: 10.1139/S08-042. [DOI] [Google Scholar]
- Muisa N, Hoko Z, Chifamba P. Impacts of alum residues from Morton Jaffray Water Works on water quality and fish, Harare, Zimbabwe. Phys. Chem Earth, Parts a/b/c. 2011;36:853–864. doi: 10.1016/j.pce.2011.07.047. [DOI] [Google Scholar]
- Muniz GL, da Silva TCF, Borges AC. Assessment and optimization of the use of a novel natural coagulant (Guazuma ulmifolia) for dairy wastewater treatment. Sci Total Environ. 2020;744:140864. doi: 10.1016/j.scitotenv.2020.140864. [DOI] [PubMed] [Google Scholar]
- Nasrabadi T, Asadpour G, Mohammadrezakhani R. Evaluating the Efficiency of Pistachio Green Hull as a Plant Coagulant in Removing Water Turbidity. Environ Res. 2020;10:141–148. [Google Scholar]
- Ndabigengesere KSN, B.T. ACTIVE AGENTS AND MECHANISM OF COAGULATION OF TURBID WATERS USING MORINGA OLEIFERA ANSELME. War Res. 1995;29:703–710. doi: 10.1016/0043-1354(94)00161-Y. [DOI] [Google Scholar]
- Ndabigengesere A, Subba Narasiah K. Quality of water treated by coagulation using Moringa oleifera seeds. Water Res. 1998;32:781–791. doi: 10.1016/S0043-1354(97)00295-9. [DOI] [Google Scholar]
- Ndabigengesere A, Narasiah KS, Talbot BG. Active agents and mechanism of coagulation of turbid waters using Moringa oleifera. Water Res. 1995;29:703–710. doi: 10.1016/0043-1354(94)00161-Y. [DOI] [Google Scholar]
- Nery JF, Nery GKM, Magalhães AG, Medeiros SS. Potential of O puntia stricta Haw ( Mexican elephant ear ) in removing cyanobacteria in surface water. African J Biotechnol. 2019;18:875–881. doi: 10.5897/AJB2019.16899. [DOI] [Google Scholar]
- HT Nhut NTQ Hung BQ Lap LTN Han TQ Tri NHK Bang NT Hiep NM Ky 2020 Use of Moringa oleifera seeds powder as bio-coagulants for the surface water treatment Int J Environ Sci Technol10.1007/s13762-020-02935-2
- O’Neil JM, Davis TW, Burford MA, Gobler CJ. The rise of harmful cyanobacteria blooms: The potential roles of eutrophication and climate change. Harmful Algae. 2012;14:313–334. doi: 10.1016/j.hal.2011.10.027. [DOI] [Google Scholar]
- Oladoja NA, Pan G. Modification of local soil/sand with Moringa oleifera extracts for effective removal of cyanobacterial blooms. Sustain Chem Pharm. 2015;2:37–43. doi: 10.1016/j.scp.2015.08.003. [DOI] [Google Scholar]
- Organization, W.H., 2007. Combating waterborne disease at the household level.
- Othmani B, Rasteiro MG, Khadhraoui M. Toward green technology: a review on some efficient model plant-based coagulants/flocculants for freshwater and wastewater remediation. Clean Technol Environ Policy. 2020;22:1025–1040. doi: 10.1007/s10098-020-01858-3. [DOI] [Google Scholar]
- M. ÖZACAR İ.A.Ş. 2002. Turkish journal of engineering & environmental sciences., TURKISH JOURNAL OF ENGINEERING AND ENVIRONMENTAL SCIENCES. Scientific and Technical Research Council of Turkey.
- Paerl HW, Huisman J. Climate change: A catalyst for global expansion of harmful cyanobacterial blooms. Environ Microbiol Rep. 2009;1:27–37. doi: 10.1111/j.1758-2229.2008.00004.x. [DOI] [PubMed] [Google Scholar]
- Paerl HW, Hall NS, Calandrino ES. Controlling harmful cyanobacterial blooms in a world experiencing anthropogenic and climatic-induced change. Sci Total Environ. 2011;409:1739–1745. doi: 10.1016/j.scitotenv.2011.02.001. [DOI] [PubMed] [Google Scholar]
- Pandey P, Khan F, Mishra R, Singh SK. Elucidation of the potential of Moringa oleifera leaves extract as a novel alternate to the chemical coagulant in water treatment process. Water Environ Res. 2020;92:1051–1056. doi: 10.1002/wer.1300. [DOI] [PubMed] [Google Scholar]
- EA Pondja Jr KM Persson NP Matsinhe 2017 The potential use of cassava peel for treatment of mine water in Mozambique J Environ Prot Irvine Calif 8 277–289.
- Prasertsan P, Dermlim W, Doelle H, Kennedy JF. Screening, characterization and flocculating property of carbohydrate polymer from newly isolated Enterobacter cloacae WD7. Carbohydr Polym. 2006;66:289–297. doi: 10.1016/j.carbpol.2006.03.011. [DOI] [Google Scholar]
- J Qi. B Ma S Miao R Liu C Hu J Qu 2021. Pre-oxidation enhanced cyanobacteria removal in drinking water treatment: A review. J. Environ. Sci. [DOI] [PubMed]
- Radovich, T., 2009. Farm and Forestry Production and Marketing Profile for Moringa (Moringa oleifera). Permanent Agriculture Resources (PAR), PO Box 428, Holualoa, Hawai’i 96725, US. Retrieved 2013–11–20
- Ramavandi B. Treatment of water turbidity and bacteria by using a coagulant extracted from Plantago ovata. Water Resour Ind. 2014;6:36–50. doi: 10.1016/j.wri.2014.07.001. [DOI] [Google Scholar]
- Rasool MA, Tavakoli B, Chaibakhsh N, Pendashteh AR, Mirroshandel AS. Use of a plant-based coagulant in coagulation–ozonation combined treatment of leachate from a waste dumping site. Ecol Eng. 2016;90:431–437. doi: 10.1016/j.ecoleng.2016.01.057. [DOI] [Google Scholar]
- Rastogi RP, Madamwar D, Incharoensakdi A. Bloom dynamics of cyanobacteria and their toxins: Environmental health impacts and mitigation strategies. Front Microbiol. 2015;6:1–22. doi: 10.3389/fmicb.2015.01254. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Renault F, Sancey B, Badot PM, Crini G. Chitosan for coagulation/flocculation processes - An eco-friendly approach. Eur Polym J. 2009;45:1337–1348. doi: 10.1016/j.eurpolymj.2008.12.027. [DOI] [Google Scholar]
- Ribau Teixeira M, Camacho FP, Sousa VS, Bergamasco R. Green technologies for cyanobacteria and natural organic matter water treatment using natural based products. J Clean Prod. 2017;162:484–490. doi: 10.1016/j.jclepro.2017.06.004. [DOI] [Google Scholar]
- Rigosi A, Hanson P, Hamilton DP, Hipsey M, Rusak JA, Bois J, Sparber K, Chorus I, Watkinson AJ, Qin B. Determining the probability of cyanobacterial blooms: the application of Bayesian networks in multiple lake systems. Ecol Appl. 2015;25:186–199. doi: 10.1890/13-1677.1. [DOI] [PubMed] [Google Scholar]
- Saleem M, Bachmann RT. A contemporary review on plant-based coagulants for applications in water treatment. J Ind Eng Chem. 2019;72:281–297. doi: 10.1016/j.jiec.2018.12.029. [DOI] [Google Scholar]
- Samia AL, Jahn SALA, Dirar H (1979) Studies on natural water coagulants in the Sudan, with special reference to Moringa oleifera seeds.
- Sánchez-Martín J, Beltrán-Heredia J, Solera-Hernández C. Surface water and wastewater treatment using a new tannin-based coagulant. Pilot Plant Trials J Environ Manage. 2010;91:2051–2058. doi: 10.1016/j.jenvman.2010.05.013. [DOI] [PubMed] [Google Scholar]
- Sánchez-Martín J, Beltrán-Heredia J, Peres JA. Improvement of the flocculation process in water treatment by using Moringa oleifera seeds extract. Brazilian J Chem Eng. 2012;29:495–502. doi: 10.1590/S0104-66322012000300006. [DOI] [Google Scholar]
- Santos AFS, Luz LA, Argolo ACC, Teixeira JA, Paiva PMG, Coelho LCBB. Isolation of a seed coagulant Moringa oleifera lectin. Process Biochem. 2009;44:504–508. doi: 10.1016/j.procbio.2009.01.002. [DOI] [Google Scholar]
- Scheffer M, Hosper SH, Meijer ML, Moss B, Jeppesen E. Alternative equilibria in shallow lakes. Trends Ecol Evol. 1993;8:275–279. doi: 10.1016/0169-5347(93)90254-M. [DOI] [PubMed] [Google Scholar]
- Šćiban M, Klašnja M, Antov M, Škrbić B. Removal of water turbidity by natural coagulants obtained from chestnut and acorn. Bioresour Technol. 2009;100:6639–6643. doi: 10.1016/j.biortech.2009.06.047. [DOI] [PubMed] [Google Scholar]
- Shamsnejati S, Chaibakhsh N, Pendashteh AR, Hayeripour S. Mucilaginous seed of Ocimum basilicum as a natural coagulant for textile wastewater treatment. Ind Crops Prod. 2015;69:40–47. doi: 10.1016/j.indcrop.2015.01.045. [DOI] [Google Scholar]
- Shekhar M, Shriwastav A, Bose P, Hameed S. Micro fi ltration of algae : Impact of algal species, backwashing mode and duration of fi ltration cycle. Algal Res. 2017;23:104–112. doi: 10.1016/j.algal.2017.01.013. [DOI] [Google Scholar]
- JY Shin RF Spinette CR O’melia 2008 Stoichiometry of coagulation revisited Environ Sci Technol 42 2582 2589 [DOI] [PubMed]
- Sillanpää M, Ncibi MC, Matilainen A, Vepsäläinen M. Removal of natural organic matter in drinking water treatment by coagulation: A comprehensive review. Chemosphere. 2018;190:54–71. doi: 10.1016/j.chemosphere.2017.09.113. [DOI] [PubMed] [Google Scholar]
- Simate GS, Iyuke SE, Ndlovu S, Heydenrych M. The heterogeneous coagulation and flocculation of brewery wastewater using carbon nanotubes. Water Res. 2012;46:1185–1197. doi: 10.1016/j.watres.2011.12.023. [DOI] [PubMed] [Google Scholar]
- Smith VH, Schindler DW. Eutrophication science: where do we go from here? Trends Ecol. Evol. 2009;24:201–207. doi: 10.1016/j.tree.2008.11.009. [DOI] [PubMed] [Google Scholar]
- Sowmeyan R, Santhosh J, Latha R. Effectiveness of herbs in community water treatment. Int Res J Biochem Bioinforma. 2011;1:297–303. [Google Scholar]
- Steffensen D, a, Economic cost of cyanobacterial blooms Benefits of Bloom reduction. Adv Exp Med Biol. 2008;877:867–877. doi: 10.1007/978-0-387-75865-7_37. [DOI] [PubMed] [Google Scholar]
- Suh HH, Kwon GS, Lee CH, Kim HS, Oh HM, Yoon BD. Characterization of bioflocculant produced by Bacillus sp. DP-152. J Ferment Bioeng. 1997;84:108–112. doi: 10.1016/S0922-338X(97)82537-8. [DOI] [Google Scholar]
- Sun R, Sun P, Zhang J, Esquivel-Elizondo S, Wu Y. Microorganisms-based methods for harmful algal blooms control: A review. Bioresour Technol. 2018;248:12–20. doi: 10.1016/j.biortech.2017.07.175. [DOI] [PubMed] [Google Scholar]
- JP Sutherland. GK Folkard. MA Mtawali. WD Grant 1994. Moringa oleifera as a natural coagulant, in: Proceedings of the 20th WEDC Conference Affordable Water Supply and Sanitation. pp. 297–299.
- JP Sutherland GK Folkard YL Poirier . 2002. Moringa oleifera. The constraints to commercialisation. CIRAD.
- Z Svirčev D Drobac x. N Tokodi. D Đenić. J Simeunović. A Hiskia. T Kaloudis. B Mijović S Šušak. M Protić. M Vidović. A Onjia. S Nybom. T Važić. TP Malešević T Dulić D Pantelić. M Vukašinović J Meriluoto 2017. Lessons from the Užice Case : How to Complement Analytical Data. Handb. Cyanobacterial Monit. Cyanotoxin Anal. Monit. Cyanotoxin Anal. 288–308. 10.1002/9781119068761.ch31
- Svrcek C, Smith DW. Cyanobacteria toxins and the current state of knowledge on water treatment options: A review. J Environ Eng Sci. 2004;3:155–185. doi: 10.1139/S04-010. [DOI] [Google Scholar]
- Swati M, Govindan VS. Coagulation studies on natural seed extracts. J Indian Water Work Assoc. 2005;37:145–149. [Google Scholar]
- Tang X, Zhang N, Zhou J, Liu Q. Neurocomputing Hidden-layer visible deep stacking network optimized by PSO for motor imagery EEG recognition. Neurocomputing. 2017;234:1–10. doi: 10.1016/j.neucom.2016.12.039. [DOI] [Google Scholar]
- Teixeira MR, Camacho FP, Sousa VS, Bergamasco R. Green technologies for cyanobacteria and natural organic matter water treatment using natural based products. J Clean Prod. 2017;162:484–490. doi: 10.1016/j.jclepro.2017.06.004. [DOI] [Google Scholar]
- Toeda K, Kurane R. Microbial Flocculant from Alcaligenes cupidus KT201. Agric Biol Chem. 1991;55:2793–2799. doi: 10.1271/bbb1961.55.2793. [DOI] [Google Scholar]
- Tokodi N, Drobac D, Lazić G, Petrović T, Marinović Z, Lujić J, Malešević TP, Meriluoto J, Svirčev Z. Screening of cyanobacterial cultures originating from different environments for cyanotoxicity and cyanotoxins. Toxicon. 2018;154:1–6. doi: 10.1016/j.toxicon.2018.09.001. [DOI] [PubMed] [Google Scholar]
- Vaz C, Almeida M, Gonçalves P, Roberto J, França AB, Lofrano RCZ, Fabiano D, Naves LLR, Milagres K, Naves FL. Use of the extract of the flower of Musa sp., in the treatment from coagulation – Flocculation, of iron ore fines. J Environ Chem Eng. 2018;6:1155–1160. doi: 10.1016/j.jece.2018.01.047. [DOI] [Google Scholar]
- Verma AK, Dash RR, Bhunia P. A review on chemical coagulation/flocculation technologies for removal of colour from textile wastewaters. J Environ Manage. 2012;93:154–168. doi: 10.1016/j.jenvman.2011.09.012. [DOI] [PubMed] [Google Scholar]
- AK Verma RR Dash P Bhunia 2012a A review on chemical coagulation/flocculation technologies for removal of colour from textile wastewaters J Environ Manage10.1016/j.jenvman.2011.09.012 [DOI] [PubMed]
- Villaseñor-Basulto DL, Astudillo-Sánchez PD, del Real-Olvera J, Bandala ER. Wastewater treatment using Moringa oleifera Lam seeds: A review. J Water Process Eng. 2018;23:151–164. doi: 10.1016/j.jwpe.2018.03.017. [DOI] [Google Scholar]
- Vishali S, Karthikeyan R. Cactus opuntia (ficus-indica): an eco-friendly alternative coagulant in the treatment of paint effluent. Desalin Water Treat. 2015;56:1489–1497. doi: 10.1080/19443994.2014.945487. [DOI] [Google Scholar]
- E Vunain EF Masoamphambe PMG Mpeketula M Monjerezi A Etale 2019 Evaluation of coagulating efficiency and water borne pathogens reduction capacity of Moringa oleifera seed powder for treatment of domestic wastewater from Zomba Malawi J Environ Chem Eng 7. 10.1016/j.jece.2019.103118
- Wan J, Chakraborty T, Xu C, Charles Ray MB. Treatment train for tailings pond water using Opuntia ficus-indica as coagulant. Sep Purif Technol. 2019;211:448–455. doi: 10.1016/j.seppur.2018.09.083. [DOI] [Google Scholar]
- Wang HQ, Zhang LY, Cui QF. Extraction of pomegranate peel tannins and flocculant for Microcystis aeruginosa removal. Int J Environ Sci Technol. 2018;15:2713–2718. doi: 10.1007/s13762-018-1771-2. [DOI] [Google Scholar]
- Xagoraraki I. 2007. Fate of pharmaceuticals during water chlorination, in: Water Quality Technology Conference. AWWA, Charlotte, NC.
- Yin CY. Emerging usage of plant-based coagulants for water and wastewater treatment. Process Biochem. 2010;45:1437–1444. doi: 10.1016/j.procbio.2010.05.030. [DOI] [Google Scholar]
- Yongabi, K.A., Lewis, D.M., Harris, P.L., 2011. Integrated phytodisinfectant-sand filter drum for household water treatment in subsaharan Africa. J. Environ. Sci. Eng. 5.
- Zamyadi A, Dorner S, Sauvé S, Ellis D, Bolduc A, Bastien C, Prévost M. Species-dependence of cyanobacteria removal efficiency by different drinking water treatment processes. Water Res. 2013;47:2689–2700. doi: 10.1016/j.watres.2013.02.040. [DOI] [PubMed] [Google Scholar]
- Zayadi N. Othman N Hamdan R. 2016. A potential waste to be selected as media for metal and nutrient removal, in: IOP Conference Series: Materials Science and Engineering. IOP Publishing, p. 12051.
- Zhang Q, Song Q, Wang C, Zhou C, Lu C, Zhao M. Effects of glufosinate on the growth of and microcystin production by Microcystis aeruginosa at environmentally relevant concentrations. Sci Total Environ. 2017;575:513–518. doi: 10.1016/j.scitotenv.2016.09.011. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
All data generated or analysed during this study are included in this published article.