Abstract
This study is about the use of naturally occurring filtering materials for rainwater treatment for drinking water proposal. Crushed gravel, ceramic spheres from natural clays, silica sand and natural zeolite were used as filtering materials. The mineralogical composition of filtering materials was determined, being the illite and mordenite the major components of ceramic spheres and natural zeolite, respectively. Naturally occurring materials were simultaneous evaluated on two configuration of pilot plant systems (biofilters) for rainwater treatment. Three columns were arranged in series with unstratified flooded beds. The first stage was packed using crushed gravel. The second stage was packed using ceramic spheres. The third stage was packed with silica sand for the first plant and a natural zeolite was used for the second pilot plant system. Finally, a last stage of ultraviolet disinfection was incorporated. The trial period was 90 days, and it was evaluated the removal of Fe+2 and Mn+2, total coliforms, faecal coliforms and Escherichia col (E. coli). The rainwater treatment system using natural zeolite provided better results than the one using silica sand at third stage. The concentration of Fe+2 and Mn+2 was below the maximum permissible limits within 45 days. The efficiency of the treatment systems was optimal within 45 days, after the efficiency decreased progressively. Then, it is an attractive proposal for rural areas in developing countries for single-family water treatment systems.
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Introduction
The contamination of water resources has become a serious problem. There is concern about the availability of water sources for human consumption in future (Rodell et al. 2018). Nowadays, around a thirty percentage of people do not have access to drinking water services and a sixty percentage do not have adequate sanitation systems (Sustainable and Goals 2019). People of developing countries, especially in rural areas, are susceptible to polluted water consumption.
The rural communities of the Ecuadorian Amazon region live in dispersed geographical locations. In these conditions is impossible to develop water supply systems for household consumption. The 71% of those inhabited areas use water from rivers and watercourses, which are polluted due to the lack of latrines since 38% of communities do not have access to sanitation services (Jokisch and Mcsweeney 2006). Moreover, the contamination from livestock, agriculture and the currently illegal artisanal mining activities pollute the surface water in certain areas of the Amazon.
The inhabitants of Amazon areas collect and consume directly the rainwater, even it is stored in unhealthy conditions (Kim et al. 2017; Taffere et al. 2017). Rainwater is the unique source of water of some rural areas, being important their optimal use and conservation (Zhu et al. 2004). The collected rain water can be contaminated by dust particles, leaves and by the presence of animals (e.g. birds, cats and rodents) (Chidamba and Korsten 2015; Lee et al. 2016; Shaheed et al. 2017). The contamination of rainwater is promoted by containers without lids, the prolonged storage in dirty containers and the lack of maintenance of containers. The consequence is the development of microorganisms in water such as Total Coliforms (TC), Faecal Coliforms (FC) and Escherichia coli (E. coli) (Jesmi et al. 2014). Therefore, it is necessary to improve the quality of life of people from rural areas of developing countries.
Many technologies have been developed for water treatment at home which become effective for pollutants removal. Then, it is desirable a low-cost, easy operation and maintenance treatment system for rural areas (Ren and Smith 2013). Some low-cost materials have been used for purification purposes, such as the biochar obtained from agricultural by-products for heavy metals removal (Pineda et al. 2020). However, for rural areas it is appropriate the selection of a system without high energy consume that contribute to the environmental sustainability (Naddeo et al. 2013). In a previous work, a two-stage treatment system was developed for the water treatment collected from a ravine. A first stage of an up-flow aerated filter with ceramic carrier (sphere-type ceramics) was followed by a down-flow filter packed with silica sand (Pineda et al. 2021), where the selection of filtering materials was in accordance with the criteria of accessibility for the water purification system for the study zone.
In this study, natural occurring materials (e.g. gravel, clay and zeolite or silica sand) were used for the design and operation of two-pilot plants (PPs) for treatment of rainwater collected “in-situ” in the Ecuadorian Amazon. In the study area, the rainwater contains microorganisms of faecal origin, even though, the stored water is usually used by inhabitants for shower, laundry and dishwashing. So, the aim of this study is the development and evaluation of a low cost and easy operation system for rainwater treatment for rural areas of development countries where the access to safe water is desirable.
There were installed two-pilot plant systems using three biofiltration stages with ascending and descending flow. Also, an ultraviolet disinfection stage (UVD) was included for the rainwater microbial disinfection. The aims of this study were: (i) characterize the filtering materials, (ii) compare the performance of the two configurated treatment systems evaluating: iron (Fe2+), manganese (Mn2+), Total Coliforms (TC), Faecal Coliforms (FC) and Escherichia coli (E. coli) contents, (iii) control physicochemical parameters of water during treatment (e.g. pH, temperature, total dissolved solids and dissolved oxygen), and (iv) performed an estimation of the economic viability of the proposed systems.
Materials and methods
The pilot plants (PPs) for water treatment were installed in a house of inhabitants of the Andean-Amazon border, south of Ecuador, coordinates 3° 59′ 13.1" S 79° 11′ 49.3" W. In the study location, the average rainfall is around 1058 mm per year and it was classified as oceanic climate (Cfb climate) according to the Köppen–Geiger climate classification system (Köppen and Geiger 1936). Then, rainwater was available throughout the study period due to recurrent rainfall of the area. The rainwater collection was performed continuously within 90 days of the trial period. Rainwater was collected “in-situ” from the asbestos cement roofs and runoff water of courtyard of houses of indigenous people of the zone. Traditionally, the inhabitants of the study area have already adapted this collection system in their houses. Conventionally, the existent fauna of the zone surrounds houses so easily it can be found bird and rodents manure that change the original quality of rainwater, accompanied by soil particles, leaves and other solids existent on the zone. The use of a textile filter mesh during rainwater collection was proposed as an alternative to avoid the presence of large solid particles (e.g. soil, manure, leaves, etc.); however, it does not limit the microbiological contamination.
The World health organization recommend a minimum water supply requirement of 7.5 L/inhabitant/day WHO (2017), so it was established a supply of 10 L/inhabitant/day. A typical Amazonian Shuar rural family of 5 people was considered for household in Ecuador. So, the daily water requirement for this family was determined as 50 L/day.
The pilot plants were designed based on the biofiltration principle which is optimal for reducing physical, chemical and biological parameters in water. Being odour, colour, taste, dissolved metals and biological pathogens the main parameters to be controlled (CAWST 2011).
The experimental system was adapted using a dark polyethylene tank (capacity of 1200 L) for rainwater storing. It was using a peristaltic pump (Masterflex L/S, pump workflow range: 2.8–1700 ml/min) and a silicone duct (internal diameter 0 6.4 mm). The flow of the influent of the rainwater was established as 1.6 ± 0.2 L/h equivalent to a filtration rate 0.1 m/h for both pilot systems PP1 and PP2. This system was formed by three serial stages using polyvinyl chloride columns (PVC, internal diameter 152 mm and height 100 cm) according to the configuration depicted in Fig. 1.
According to United States Environmental Protection Agency EPA (2018) recommendation laboratory scale systems for water treatment should be covered of external agents. Then, sunlight and wind that assist the reproduction of algae and pathogens may alter the system’s efficiency. So, not transparent PVC columns were built and located inside the house to protect them for external agents.
Three columns of rainwater treatment were arranged in series for each two-pilot plant system. The first stage was packed using crushed gravel. The second stage was packed using ceramic spheres. The third stage was packed with silica sand for the first plant and a natural zeolite was used for the second pilot plant system. Finally, a last stage of ultraviolet disinfection (UVD) was incorporated.
The efficiency of each treatment stage was related with the prior stage, evaluating the concentration of the effluent in comparison with the influent. It was registered information about each stage and its contribution to the pollutant’s removal.
First stage: gravel filter (GF)
The gravel filter system was configured downstream. It was packed with gravel (average diameter 5 mm) with thick filter for sieving purpose. The gravel was collected from a quarry from the study area. The gravel filter (GV) was separated 10 cm from the bottom of the column by using a diffusion layer. A perforated plate was placed on supports fixed to the column wall. This space was established to avoid deposition of solids at the bottom and simplify the purge. The total height of the system was 100 cm. The filter bed occupied 75 cm. It was established 5 cm of flood layer at the top the column.
Second stage: ceramic spheres filter (CF)
The ceramic filter was configured by ascending flow. The ceramic filter was packed with ceramic spheres (average 13 mm in diameter) obtained from a natural clay. The clay was obtained from the geological formation 'Zamora' (coordinates − 4.191515, − 79.280533), and it was coded as CZ. The clay granulometry, liquid limit (LL), plastic limit (PL) and plasticity index (PI) were determined (ASTM D 4318 2016). The clay material was pulverized and mixed with water for clay spheres elaboration. The clay spheres were dried at room temperature (20 ± 2 °C). The spheres were calcined at 850 °C for 2 h (at 5 °C/min rate) (Ajayi and Lamidi 2015; Wang et al. 2016). It was used a column configuration similar to that of GF column. The water and atmospheric oxygen is induced in this column once the system is running, using oxygen at ascending flow rate of 5 L/min (35 W JAD compressor, model ACQ-003) (Khadse et al. 2013).
Third stage: silica sand filter (SF) or natural zeolite (ZF)
Silica sand and natural zeolite (average diameter 2 mm) were used for the third column stage. The silica sand filter was coupled to the pilot plant PP1 while the natural zeolite filter was coupled to pilot plant PP2. Both columns received the treated water from the ceramic filters CF1 and CF2, respectively. The silica sand and natural zeolite filter bed occupied 75 cm. It was established 5 cm of flood layer at the top the column to ensure the formation of the biological layer. The effluent was temporally stored in a tank (capacity 60 L).
Ultraviolet disinfection (UVD)
A final stage of treatment was established using Ultraviolet Disinfection (UVD) for the microbial removal from the filtered water. It was used an artisanal system incorporating a 250 nm UV lamp tube (wavelength range from 240 to 280 nm) (Masschelein 2012). The UV lamp was adapted horizontally in pipeline (opaque PVC pipe with diameter 63 mm) and closed at both extremes. An inlet pipeline (12 mm) and an outlet pipeline (18 mm) were coupled to the UVD stage to ensure a continuous rainwater layer. It was used an operation thickness of rainwater layer (1.8 cm approximately) that requires a minimum length (40 cm accordingly to the UV lamp length) to assure an optimal UV radiation reaction time (Thomas and Burgess 2013).
Characterization of the filtering materials
The chemical properties of the filter material were analysed in a Bruker Corporation X-ray Fluorescence (XRF) equipment, S1 Turbo model, Mining Light Elements measurement method. The mineralogical composition was determined on a D8-Advance X-ray diffractometer, Bruker Corporation brand, with a copper tube with Ka wavelength (1.5418 Å) (Semiz 2017; Souza et al. 2014). The physical properties of filter materials (e.g. granulometry, densities, specific gravity, pore sizes, compressive strength, and Atteberg limits) were also determined according to the ASTM D 4318 standard (ASTM D 4318 2016).
Effluent analysis
Samples of the treated rainwater (at least six samples of effluents) of each stage from both treatment systems were collected every 15 days. The collected treated water samples were filtered on a 45-μm filter paper. The concentration of iron and manganese was determined by an inductively coupled plasma spectrometry equipment (ICP-MS, Optical Emission Spectrometer 8000). The pH was measured using a portable potentiometer (CRISON pH 25, CRISON Instruments, Spain). The dissolved oxygen was measured using a portable oximeter (Crison OXI 320). It was also measured the temperature and total dissolved solids (KETOTEK TDS). The culture medium ColiBlue24 Broth M00PMCB24 was used for bacterial growth (Total coliforms and E. Coli) determination. This culture medium contained inhibitors that prevent the growth of non-coliform bacteria. It was used an incubation time of 24 h at 35 °C ± 1 with pH of 7.0 ± 0. The Broth MHA000P2F m-FC culture medium with rosolic acid was used for faecal coliforms determination. It was used an incubation time of 24 h at 44.5 °C ± 1 °C with a pH of 7.4 ± 0.2 (Millipore 2018). The culture media were incubated at 35 °C ± 0.5) for 24 h. The counting was performed in a stereomicroscope (Stemi DV4, ZEISS, Germany) with a magnification of 4x (0.8x/3.2x).
Results and discussion
Characterization of the filter materials
The filter materials chemical composition and mineralogical composition is depicted in Table 1.
The gravel a silica are mainly SiO2. The specific gravity of gavel was 2.9 gr/cm3. The granulometry of gravel determined a clay content of 4.9%, silt of 46.9% and sand of 48.2%.
The clay material was mainly composed by SiO2, Al2O3 and Fe2O3. The clay with high plasticity had a specific surface area of 10 m2/g, lower than other raw clay reported for organic removal compounds (Dammak et al. 2013). The diameter of the ceramic spheres was 13 mm. The weight and the volume of the spheres were 1.9 ± 0.1 g and a 1.3 ± 0.1 cm3, respectively. The porosity of the ceramic spheres was 35.3 ± 13.5%. A porosity greater than 30% contributes to support bio-mass material, so clay spheres are suitable for the filtration process (Yuan et al. 2013). The density of ceramic spheres was 2.0 ± 0.9 gr/cm3. A compressive strength of 2.6 ± 1.2 kg/cm2 and the pore size was 7.7 ± 1.9 µm (max. 10 µm and min. 5 µm).
Quartz, Illite and Kaolinite were determined in the raw clays as the major mineral phase. The faujasite-Ca was detected in low content in raw clay. In the ceramic spheres were determined albite as new mineral phase as consequence of the calcination process (Ajayi and Lamidi 2015). The SEM analysis shows a lamellar morphology typical of clays (Fig. 2), and it can be seen remains of sedimentary rocks and quartz, boulders and clays.
The sand developed a specific gravity of 2.7 gr/cm3 and volumetric weight of 2.6 gr/cm3. The humidity and porosity of sand was 1.5% and 5.0%, respectively. The zeolite was composed by SiO2, Al2O3 and Fe2O3. Quartz and mordenite were determined as the main major mineral phase of zeolite. The natural zeolite had a moisture retention capacity of 42.9%. The porosity and real density were 39% and 1.7 g/cm3.
Operation characteristics
The pilot plants operated within 90 days, and a residence time of 3.2 h was determined for the filter bed columns. The registered data of the temperature at each stage of pilot plants are depicted in Fig. 3. The average temperature of all treatment stages of the system was recorded at 18.9 ± 1.5 °C. Exceptionally, in the CFs it was recorded an average temperature of 17.5 ± 1.5 °C. The decrease of temperature in the CF column was effect of the mechanical aeration which promotes evaporation in the air–water interface. The ceramic material also performed a thermal insulator function. Sometimes, the decrease of the effluent temperature has been associated with a decrease of microbial enzymes which affects the oxidation and decomposition of contaminants. In this study, a slight variation of temperature was determined but it was not associated an efficiency reduction as consequence. It has been also reported in previous works the increase of viscosity with the temperature decreasing, promotes the deficit in the sedimentation of particles and then a reduction in the removal of contaminants (Tekerlekopoulou et al. 2013); but due to the slight variation of temperature in the different stages this effect was not perceptible.
Rainwater is stagnated so it is necessary the aeration. Atmospheric oxygen is induced in the CF column to increase the dissolved oxygen (DO) concentration in water (Khadse et al. 2013). The registered data of the dissolved oxygen content at each stage of pilot plants are depicted in Fig. 4. The increase of dissolved oxygen content will provide the optimal conditions to the filter to promote the growth of microorganisms on the surface of clays spheres. The formation of this biofilm improved the water purification action of the filter due to the biodegradation of pollutants (Qian et al. 2021). The DO content of treated water increased since the CFs stage and it was remained until at the UVD system outlet. Then, a slight increase of temperature (5% approximately) occurred and the DO content reduced 20% approximately within the trial period. The reduction of DO sometimes has been associated with the saturation of the system as effect of the time of use (WHO 2017). However, a good Fe2+ and Mn2+ and microbial removal was performed by the PPs as it will be discussed in the following sections.
The registered data of the pH values at each stage of pilot plants are depicted in Fig. 5. The pH value of the effluent of the pilot systems is used in this study in an acceptable range (7–8), which is between the minimum and maximum permissible limit (6.5–8.5) for drinking water (NTE INEN 1108 2014). It has been also reported that pH of water between pH 6–9 is suitable for growth and operation of biofilms (Patil et al. 2011).
The registered data of the total dissolved solids (TDS) at each stage of pilot plants are depicted in Fig. 6. The total dissolved solids (TDS) content of water in the influent is ~ 7% lower than the effluent from UVD stage within 30 days of continuous functioning. The release of some solids from the filtering material occurred during the pilot plants operation. However, after 30 days of operation it can be seen the increase of TDS of rainwater influent and effluent of each stage. Nevertheless, the TDS content is lower than 1000 mg/L which is the maximum permissible value, so it will not developed a unpleasant taste of water for the consumer (NTE INEN 1108 2014; WHO 2017), since TDS is a parameter of water quality that describes the inorganic salts present in solution in water.
Removal of Fe 2+ and Mn 2+ in rainwater
The collected rainwater comes mostly from the roof of the houses and from surface runoff. After carrying out a characterization of the collected rainwater, the presence of iron and manganese was verified as the most relevant physical–chemical pollutants. Hence, iron is of the most important element of soils from the Ecuadorian Amazon region whose mobility and dynamic depends on the several factors (e.g. pH, altitude, etc.). In this study, we believe the action of the wind that carries solid particles that settle on the roof surface affect the original rainwater composition. The presence of excessive iron and manganese in rainwater originated in natural minerals from the soil and dissolved in rainwater has been reported in previous works (Aziz et al. 2020; Ebraheim et al. 2021).
The World Health Organization WHO (2017) has established the permissible contents for Fe2+ at 0.3 mg/L and for Mn2+ at 0.2 mg/L. In Fig. 7a, b, it was depicted the reduction of Fe2+ and Mn2+ content, respectively, at each stage of the treatment systems. It was compared with the maximum permissible limits for human consumption. The Fe2+ and Mn2+ content of the influent was compared with the effluent of each stage of filtration.
Pilot plant PP1 removes Fe2+ until up to 79% in the first 15 days, but the efficiency decreased to 68% at 90 days. The pilot plant PP2 removed 87% Fe2+ within 15 days, but the efficiency decreased to 68% at 90 days. Then PP2 efficiency was higher than PP1. The Fe2+removal efficiency of by filter columns in the PP1 was in the following order: (CF ≈ 58 ± 5%) > (SF ≈ 28 ± 6%) > (GF ≈ 14 ± 4%) > (UVD1 ≈ 3 ± 1%) and for the PP2: (CF ≈ 58 ± 6%) > (ZF ≈ 43 ± 5%) > (GF ≈ 15 ± 4%) > (UVD1 ≈ 2 ± 1%).
The removal of Mn2+ in the PP1 was 73% and 51% at 15 and 90 days, respectively. The removal of Mn2+in the PP2 within the 15 days was 82% and 52% at 90 days. The efficiency of Mn2+ removal in the columns of the PP1 was in the following order: (CF ≈ 48 ± 5%) > (SF ≈ 24 ± 5%) > (GF ≈ 8 ± 1%) > (UVD1 ≈ 3 ± 1%) and for the PP2: (CF ≈ 48 ± 4%) > (ZF ≈ 38 ± 5%) > (GF ≈11 ± 3%) > (UVD1 ≈ 4 ± 2%).
The removal of iron and manganese from rainwater using conventional adsorbents is attributed to some adsorption mechanisms of the filter bed (e.g. filtration, chemical and microbiological activity). At the beginning, the GF1 and GF2 columns reduce the Fe2+ and Mn2+ concentration but not below the maximum limits. After the second (CF) and the third (SF and ZF), it was accomplished the Fe2+ and Mn2+ removal below the permissible limits. Particularly, the iron and manganese adsorption by zeolite and clays is promoted by ion exchange, electrostatic attraction considering the negative charge of their surfaces. Then, both zeolite and clay are commonly used for the removal of heavy metals and organic compounds, as well as being a medium for bacterial activity enhancement (Akhigbe et al. 2016) (Anbukumar and Kumar 2014).
The highest Fe2+ and Mn2+ removal was provided by CFs which is attributed to the oxygen provided to the column. Then, the higher dissolved oxygen and also the pH level over 7 during the system operation promote the Fe2+ and Mn2+ oxidation to the insoluble forms of Fe3+ and Mn4+. Then iron and manganese forms were adsorbed on the clay surface filter (Aziz et al. 2020). The insoluble Fe3+ and Mn4+ forms in the influent were efficiently removed by ZFs columns due to the adsorption to the zeolite surface. Particularly, the Fe3+ oxide form allow the formation of some iron complexes which are suspended and eliminated by biofiltration. It has been reported in previous work using a ceramic filter with efficiency higher than 50% allowing the removal of Fe2+ cations (Tekerlekopoulou et al. 2013; y Zereffa and Bekalo 2017).
Clays and zeolites also make viable the elimination of contaminants existent in water by ion exchange mechanism between iron and manganese and the available cations existent in the minerals structure (Dashti et al. 2021). The negative charged surface of zeolite and clay can attract the positive charge of metal particles from water (Givehchi et al. 2015) which is an additional mechanism of metal ions removal. Then, the residence time of 3 h contributes for a higher removal due to the intimal contact between filter medium and the water flow (Baraee et al. 2016).
The slight removal found in the UVD stage may be promoted by the limited precipitation of the oxidized Fe3+, coming from the previous stages, into the insoluble Fe(OH)3. Even though, the presence of Fe(OH)3 content in the effluent was not verified in this study. However, a previous report about the use of an UV-ozone reactor for wastewater treatment determined an oxidation–precipitation mechanism for soluble iron (Fe2+) allowing the nucleation and growth of Fe(OH)3 (Hanela et al. 2015).
The high error values reported in this study may be influenced by variations of some variables such as: oxygen flow provided to the ceramic filters, changes occurring during biofilm formation and the effect of the calibration (in-situ) of the water treatment system. Also, rainwater has variable composition since it was collected during the 90 days from the roof and runoff water of courtyard of house of the study area. The management of rainwater is critical due to several factors that determine their quality. Even in urban areas, there are many conditions that have limited the development of effective solutions for rainwater management (Zubala and Patro 2021). In rural areas, the case of the study area is difficult to control the collection conditions since some cultural and structural factors limit the improvement of inhabitant practices.
Removal of microbial pollutants
The existing fauna surround the houses of the inhabitants of the study area. So, birds and rodents’ manure is commonly found in roof and courtyards of these houses, then the collected rainwater contains microorganisms of faecal origin that change the original quality of rainwater. It is a traditional practice of inhabitants the rainwater collection and consumption without having a treatment. After carrying out a characterization of the collected rainwater, the presence of total coliforms, faecal coliforms and Escherichia coli was verified as the most relevant microbiological pollutants.
The efficiency of total coliforms (TC), faecal coliforms (FC) and Escherichia Coli (E. coli) removal was determined at each stage of the treatment system as it is depicted in Fig. 8a, b and c. The efficiency of E. coli removal by column filters following this order: UVD > ZF > SF > CF > GF. Pilot plant PP1 removes TC until up to 69% in the first 15 days, but the efficiency decreased gradually until it was removed 49% at 90 days. The pilot plant PP2 removed 70% and 51% of TC at 15 and 90 days, respectively. The PP2 developed the best efficiency for TC removal. The TC removal efficiency of by filter columns in the PP1 was in the following order: (UVD1 ≈ 57 ± 9%) > (SF ≈ 46 ± 4%) > (CF ≈ 49 ± 5%) > (GF ≈ 10 ± 2%) and for the PP2: (UVD2 ≈ 63 ± 7%) > (ZF ≈ 61 ± 2%) > (CF ≈ 47 ± 3%) > (GF ≈ 11 ± 1%).
The removal of FC in the PP1 was 93% and 57% at 15 and 90 days, respectively. The removal of FC in the PP2 within the 45 days was 100% and then the efficiency decreases at 50% at 90 days. The efficiency of FC removal in the columns of the PP1 was in the following order: (UVD1 ≈ 81 ± 15%) > (SF ≈ 20 ± 5%) > (CF ≈ 23 ± 3%) > (GF ≈ 13 ± 5%) and for PP2: (UVD2 ≈ 85 ± 20%) > (ZF ≈ 46 ± 8%) > (CF ≈ 24 ± 3%) > (GF ≈ 15 ± 6%).
The E. coli removal was efficient in both pilot plant PP1 and PP2. The PP1 reduced the 100% of E. coli within 45 days. After 90 days, the efficiency decreased reaching a 38% of E. coli removal. The PP2 also eliminated the 100% of E. coli within 60 days but later it was reduced at 50% within 90 days. The efficiency of E. coli removal in the columns in PP1 was (UVD1 ≈ 77 ± 29%) > (SF ≈ 29 ± 5%) > (CF ≈ 34 ± 7%) > (GF ≈ 22 ± 5%) and for the PP2 (UVD2 ≈ 85 ± 24%) > (ZF ≈ 47 ± 8%) > (CF ≈ 39 ± 7.4%) > (GF ≈ 23 ± 9%).
The efficiency of the CFs column packed with ceramic spheres was due to the physical and mineralogical properties of raw clays. The main advantage using ceramic spheres is the porosity which is required for microscopic particles removal. The microscopic particles are originated from some physical processes like obstructions and inertia (Zereffa and Bekalo 2017). Raw clays promote the adsorption and inactivation of microorganisms. It has been reported that certain clay minerals act as bactericidal agents that remove bacteria from the water. A typical raw clays used with this purposes are the illite (K, H3O) (Al, Mg, Fe)2 (Si, Al) 4O10 [(OH)2, (H2O)] (Kleyi et al. 2016; Unuabonah et al. 2018; Wang et al. 2017). Also, in raw clays, the quartz which is a tectosilicate improves the surface area for the ceramic material.
The content of silica, aluminium and ferric oxides in the raw clay promoted a bactericidal environment. As it has been reported, those compounds reduced the content of viruses, bacteria and protozoa (Asadishad et al. 2013; Brown and Sobsey 2009; Levett et al. 2018; London et al. 2017; Morrison et al. 2016). The raw clay CZ was transformed into ceramic spheres. The content of Al2O3 of ceramic spheres allowed an efficiently TC, FC and E. coli removal. The dissolution of the mineralogical phases of the clays and the solubility of the mineralogical phases depend of specific system conditions (e.g. pH, Eh, etc.) also were reported to enhance the microbial disinfection (London et al. 2017; Morrison et al. 2016). The main elements of the raw clays are Al, K, Mg, Fe, Na, Ca and Si, which can be transferred to the cell membrane of TC, FC and E. coli. Then, some complexation reactions may occur on the surface of the bacteria (Williams et al. 2011).
Also, TC, FC and E. coli could be removed by mechanical entrapment and some biological mechanisms that generate the superficial layer of the column. It is well known that some bacteria are trapped in the deepest bed of the column. This phenomenon has been reported to occur in slow sand filters with a 95% of removal of bacteria and viruses. The formation of a surface layer cake promotes the high efficiency removal of conventionally filtering materials (e.g. sand, clays, zeolites, etc.). This surface layer named: “schmutzedecke" is formed by living and dead material (Manz and Eng 2012; Mwabi et al. 2012). Then, it is necessary a flood layer of 50 mm to keep the biological layer or schmutzedecke alive. The schmutzedecke requires a continuous flood aquatic environment at constant flow and oxygenated (Lea 2014; Zhao et al. 2019). Lower thickness layer may affect the diffusion of oxygen and weaken the biological zone formed above the sand bed. Also, lower thickness layer disturbs the stability of the biolayer which produces a turbulence and detachment of the material. Also, other purification mechanisms such as predation, elimination, desorption and biooxidation are also presented for biological treatment (Haig et al. 2011). Even though, in this study we do not have evidence of the formation of this biofilm. The operational conditions used (e.g. aeration, low flow rate, flood layer at the top the column, etc.) have been established in order to allow the biological layer formation and operation.
The efficiency of the UVD system is due to the UV light. The UV light penetrates the cell wall of microorganisms and the radiation is adsorbed by the genetic material (DNA or RNA). Then, the ability of microorganisms to survive is damaged. So, the inactivation of microorganisms (inability to replicate) or cell death occurred (EPA 2002, 2014). The efficiency of the UVD system also depends on the characteristics of the water to be disinfected. The turbidity, suspended solids and colour influenced the disinfection process. Moreover, the UVD system with low pressure UV lamps lose their effectiveness in effluents with high suspended solids concentrations (> 30 mg/L). The microorganism that reveal faecal contamination (e.g. E. Coli) are able to reactivate in both light and darkness environment, after being inactivated by UV light (Bohrerova et al. 2015). In general, bacteria could reactivate after a UV disinfection process.
The main problem is the presence of contaminants that pollute lamps and reduce the intensity affecting the absorbance or transmittance. Some other factors may disturb the lamps functioning (e.g. time of use, dirt coating, water particles evaporation, water hardness, alkalinity, lamp temperature, pH, colour, turbidity, total suspended solids greater than 30 mg/L, microorganisms, and the concentration of Fe, Mn and Ca) (Asano 2015).
It has been reported that UVD system efficiency depends on the operational conditions of the system (e.g. turbidity, pH, pollutants content) (Cidecalli-Cp 2007). It could explain the results obtaining in our UVD stage for TC, FC and E. coli removal from the day 60 where the efficiency reduced may be due to the higher TDS and lower DO.
Besides, the pilot plant system operated in this study needs maintenance once it reached 45 days of functioning. Then, a backwash in the GFs and CFs was necessary to performed. Also, the removal of the surface sand layer from SF and ZF filters was performed. In the UVD system, the UV lamp tube was removed to clean the surface from dirt and water particles.
The production cost of the ceramic spheres was 0.45 cents per kilogram. So, it was estimated a cost of 1.80 USD to fill the entire column. The cost of gravel, sand and zeolite is 0.25 USD per kilogram that are collected in the area. Therefore, the cost of 1.25 USD was estimated for each one of the sand and zeolite columns. The cost of assemblage of the pilot system is 70.30 USD which includes the filling material for the three columns. The peristaltic pump cost is not considered. So, once the system is installed on site it will work by gravity. It is estimated that the pilot system will have 30 years of useful life because it was built with PVC materials. If it is necessary, the air pump can be replaced once a year with a cost of 4.75 USD per unit. Finally, a UV lamp costs 20 USD with 10,000 h of functioning. In rural homes of Amazon have electric power, so the incorporation of these treatment pilot systems is viable. Also, the rainwater treatment system of this study may be an interesting alternative for implementing in rural areas of developing countries where there is no access to safe water sources.
Once, we have widely discussed the results of our study; now we analysed these results in comparison with some other which are related to this field, according to the description of Table 2.
This study is performed in pilot plant scale in comparison with other that are performed at laboratory or computational scale; however, in most of them there is a good efficiency for the removal of heavy metal included Fe2+ and Mn2+. In fact, it is not possible to compare meticulously studies because each one is performed in different operational conditions. Conversely our system reached similar removal efficiencies to those one obtained by the limestone filter assisted with iron oxidized bacteria at laboratory scale. Both, iron and manganese metal cations removal was efficiently performed due to the optimal configuration used in this study. Besides, the microbial (e.g. TC, FC and E. coli) also was performed providing a good quality water according to the permissible limit for drinking water standard.
Conclusion
In this study, it has been evaluated within 90 days two-pilot plants assembled using natural filtering materials for rainwater treatment. The collected rainwater characterization determined iron (Fe2+), manganese (Mn2+), total coliforms (TC), faecal coliforms (FC) and Escherichia coli (E. coli) as the main chemical and microbiological pollutants. The pilot plants consist of a first stage packing with crushed gravel. The second stage was packed using ceramic spheres. The third stage was packed using silica sand in the first pilot plant configuration and natural zeolite for the second one. Al last, it was incorporated a stage of ultraviolet disinfection (UVD for microbiological treatment. The sphere clay column was a strategic filter stage which allows the highest removal of pollutants on both configuration systems (PP1 and PP2). The configuration of the pilot plan system PP2, containing zeolite in the third stage, contributes to higher Fe2+ (42%) and Mn2+ (43%) removal in comparison with this stage in PP1, reaching contents below the permissible limits within the 45 days of operation. The configuration PP2 also provided higher microbial disinfection rates in comparison to PP1, where the UVD stage reached the removal of TC (63%), FC (85%), E. coli (85%) within 45 days. Then, maintenance of water treatment systems was performed after 45 days of continuous operation. The backwash and cleaning of the gravel, clays spheres, sand and zeolite filters were performed along with the cleaning of UV lamp tube. Then the water treatment systems of this study can be implemented in rural areas of developing countries with no access to safe water. The availability, low cost and quickly assembling of the filtering materials is a feasible alternative for treatment purposes. Besides, the easy operation and maintenance of this treatment systems do not require complex training for inhabitants to ensure continuous water supply.
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Pineda, E., Guaya, D., Rivera, G. et al. Rainwater treatment: an approach for drinking water provision to indigenous people in Ecuadorian Amazon. Int. J. Environ. Sci. Technol. 19, 8769–8782 (2022). https://doi.org/10.1007/s13762-021-03741-0
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DOI: https://doi.org/10.1007/s13762-021-03741-0