1. Introduction
Pork is one of the most consumed meats in the world economy and its production and consumption are projected to reach 127 Mt by 2030 [
1]. In the European Union, pork production has increased in recent years, reaching over 23,400 kt in 2021 [
2].
Industrialized swine farming has a significant environmental impact. It generates wastewater reportedly rich in organic matter, total nitrogen (TN), ammonia nitrogen (NH
3-N), total phosphorus (TP) [
3], and heavy metals such as copper and zinc [
4]. Piggery sludge and wastewater contribute to air pollution by volatile organic compounds (VOC) [
5] and greenhouse gases (GHG) such as CH
4 and N
2O [
6,
7]. Pig manure has been reported to cause microbial contamination with fecal bacteria such as
E. coli and
Enterobacter spp. [
8].
Conventional swine wastewater treatments can be either inefficient or complex, challenging and expensive [
3]. Swine wastewater is commonly treated by deposition in anaerobic or facultative lagoons, which is a cheap treatment method [
9]; however, lagoons are ineffective in the removal of organic matter [
10], nitrogen, and phosphorus [
10,
11,
12] and are prone to overflow, posing environmental threats. Centralized treatment on wastewater treatment plants may be used afterward, implying additional transportation costs and service fees for farmers. Reusing untreated wastewater in agriculture has been a traditional practice with both benefits and limitations [
13]. Inadequately managed reuse of untreated swine wastewater in agriculture leads to critical environmental problems, such as microbial contamination [
14], excessive soil salinization and fertilization, and heavy metal accumulation [
4,
15]. Soil pollution leads to groundwater contamination [
16,
17], spreading to wells and water bodies. Poor wastewater treatment places a heavy burden on ecosystems, and the resulting reduced availability of clean water impairs economic growth, sanitation, and health, seriously affecting life conditions for a continuously growing human population, mainly in developing countries. Water and wastewater management is crucial for any prospect of sustainable development, as stated by the United Nations Organization within the Sustainable Development Goals framework [
18,
19].
Novel treatment approaches, namely nature-based technologies, can be interesting alternatives to usual swine wastewater management and may attract the attention of farmers and local governments. Vermifiltration can be an option for natural hog farm wastewater treatment, able to be implemented locally on the farms after the typical facultative lagoon treatment or primary treatment. Vermifilters are typically trickling biogeofilters packed with several layers of inert substrates and a top layer of organic material inoculated with live earthworms that interact synergistically with microorganisms [
20,
21]. Earthworms ingest, grind, and digest organic waste and their activity keeps the vermifilter aerated, promoting microbial decomposition [
21]. Thus, vermifilters are effective at removing suspended solids by mechanical retention and digestion, organic matter by digestion and respiration [
22,
23], and ammonia nitrogen by nitrification [
22] with typical removal efficiencies reaching 80–90%. Microbial communities are altered by earthworms, favoring nitrifying bacteria [
24,
25] and reducing pathogens [
26,
27,
28]. The bioavailability of heavy metals such as Cd, Pb, Ni, Cu, Cr, and Zn can be significantly reduced by vermifiltration [
29]. However, vermifiltration still fails to effectively remove total phosphorus [
30] and depends on physical and chemical conditions such as temperature, pH, C:N ratio, and hydraulic retention time (HRT) to remove total nitrogen [
31,
32], thus requiring additional organisms or downstream treatment stages.
The use of vermifiltered wastewater as a liquid medium for hydroponic cultures may prove to be an interesting additional treatment stage. The ability of hydroponic culture to effectively remove nitrate and phosphate from synthetic media and wastewater has been reported in the literature [
33,
34,
35]. Hydroponics comprises several techniques of soil-less crop cultivation where the roots stay in direct contact with a nutrient-carrying liquid medium [
36,
37]. Since plants critically depend on nitrogen and phosphorus, which they absorb through their roots as ammonia, nitrate, and phosphate [
36], hydroponic culture can be a useful method for nutrient removal from wastewater with simultaneous production of a desirable crop. It is established that for optimal hydroponic growth, plants need the nutrients in the liquid medium to be adequately balanced for each crop species [
38,
39].
The treated wastewater can be further valued by its use for purposes such as irrigation, which is a measure widely recognized to face water scarcity. According to Portuguese legislation, specifically the Decree-Law nr. 236 of 1998 (Decreto-Lei 236/98), water quality must meet specific requirements for different purposes, with established maximum admissible values (MAV) or maximum recommended values (MRV) for different parameters. For irrigation, the recommended pH range is 6.5 to 8.4 on the Sörensen scale; MRV is 1 dS m
−1 for electrical conductivity (EC), 640 mg L
−1 for total dissolved solids (TDS), 60 mg L
−1 for total suspended solids (TSS), 50 mg L
−1 (11 mgN L
−1) for nitrate, and 100 colony-forming units (CFU) per 100 mL for fecal coliforms. [
40]. The recent Portuguese Decree-Law nr. 119 of 2019 (Decreto-Lei 119/2019) and the EU Regulation 2020/741 of 25 May 2020 establish quality classes for reclaimed wastewater to be used for irrigation, with maximum values for BOD
5 10 to 40 mgO
2 L
−1, SST 10 to 60 mg L
−1, turbidity 5 NTU (class A only),
E. coli 10 CFU per 100 mL for class A; 100 CFU per 100 mL for class B, 1000 CFU per 100 mL for class C, and 10,000 CFU per 100 mL for classes D and E. All quality classes should meet the recommended maxima for nitrate of 15 mg L
−1 (11 mgN L
−1), ammonia 10 mg L
−1 (8.2 mgN L
−1), and TP 5 mg L
−1 [
41,
42].
One study combining vermifiltration and hydroponics for swine wastewater treatment was conducted by Ispolnov et al. [
43] in a recirculating vermifiltration and hydroponic culture system. A few limitations in growth and nutrient uptake were observed due to low available photosynthetic light. Therefore, methodical studies needed to be carried out to better understand the viability of vermifiltered wastewater for hydroponic production, concurrently with the remediation of nutrients and other pollutants. A deep water culture hydroponic system was later optimized for efficient N and P removal [
35]. The present study aimed to continue previous work, assessing the remediation of vermifiltered hog farm wastewater through hydroponic lettuce growth, as model culture, using the optimized treatment conditions. Vermifiltered wastewater nutrient content correction was implemented to allow a balanced and efficient nitrogen and phosphorus removal by the growing hydroponic culture, aiming to generate a treated effluent that could be safely and profitably used in irrigation. The treated wastewater was assessed for nitrogen and phosphorus content, as well as other effluent quality parameters such as pH, EC, TDS, TSS, BOD
5, and fecal coliforms, to validate its suitability for the proposed use.
2. Materials and Methods
All experiments were conducted at the Higher School of Technology and Management of Polytechnic University of Leiria, Portugal.
2.1. Swine Wastewater
Hog farm wastewater was collected from a local hog farm in Leiria region, Portugal, from the second of a series of open-air facultative stabilization lagoons. Since the lagoons were exposed to weather conditions and the exact wastewater deposition frequency and amounts were unknown, wastewater composition varied at each collection moment. After collection, the larger solids were filtered out with a colander, and the wastewater was stored in the laboratory in an opaque plastic container covered with a breathable cloth to protect from insect infestation while simultaneously preventing anoxia to limit anaerobic microbial activity.
2.2. Vermifiltration System
The vermifilter was built out of an opaque PVC cylinder, with a 90 cm height, a 15.7 cm internal diameter, a 17 L total volume, and a 0.019 m
2 horizontal section area. Small 3 mm perforations were made around its lower half at a 7 cm distance to improve aeration. The cylinder was filled from bottom to top with layers of decreasing-size gravel and sand as described previously [
35], topped by a layer of Siro
TM (Leal & Soares, S.A., Mira, Portugal) vermicompost mixed with wood shavings from a local sawmill (apparent ratio 1:2 by volume). Internal void volume was previously estimated at 4.4 L [
44].
The uppermost organic layer was inoculated with 10 to 12 g L−1 of live earthworms of the Eisenia fetida species from a vermicomposting container set up in the laboratory.
Before feeding into the vermifilter, raw wastewater was diluted to ca. 10–20% in a 160 L cylindrical dilution tank to achieve an EC of 1.5 to 1.8 dS m
−1, to prevent salinity stress to the earthworms [
45]. The dilution tank was stirred by an overhead CAT R50 120 W stirrer (Rose Scientific Inc., Cincinnati, OH, USA) fitted with a four-blade, 100 mm diameter, 50 mm width rotor at 120 rpm, to ensure sufficient homogeneity. The diluted wastewater was fed dropwise onto the top of the vermifilter by a Heidolph Pumpdrive 5101 (Heidolph Instruments GmbH & CO. KG, Schwabach, Germany) peristaltic pump at a flow rate of 13 L d
−1, corresponding to a hydraulic loading rate (HLR) of 0.68 m
3 m
−2 d
−1 and a hydraulic retention time (HRT) of approximately 8 h. The wastewater trickled through the vermifilter by gravity, exiting a 9 mm opening at the bottom into a collecting tank (
Figure 1). The earthworms were allowed to acclimatize for at least 3 weeks before the vermifiltered wastewater was collected for hydroponic treatment.
2.3. Plants
Cuvette-grown small green lettuce (
Lactuca sativa L. var.
crispa) plants were purchased from Agriloja agricultural supply store (Leiria, Portugal) and planted hydroponically the following day after carefully rinsing the soil off the roots. Lettuce was chosen as a model culture as it is a relevant and widely studied culture for hydroponic growth, with a relatively short growth cycle of around 1 month, apt to be planted in any season and harvested at any moment of its vegetative growth [
36].
2.4. Hydroponic Setup
Six 8 L opaque rectangular plastic containers (0.49 m long, 0.18 m wide, and 0.14 m tall) from Surfinia (Patrol Group, Krakow, Poland) were used for deep-water culture (DWC) hydroponic setup. The containers were placed on the surface of a 1.20 m by 0.60 m table (see
Figure 2).
Aeration was ensured by 2.2 cm spherical porous glass diffusers, one at the bottom of each container, connected to a central compressed air line through six separate flow control valves. Aeration was intended to simultaneously ensure root oxygenation and growth medium stirring. The tops of the containers were covered with extruded polystyrene (XPS) boards, cut to fit each container tightly enough to block the light. Lettuce was planted in 5.5 cm diameter plastic net pots (Bulsø VVS ApS, Odense, Denmark), three per container, placed in circular holes drilled in the polystyrene boards, and filled with lightweight expanded clay aggregate (Leca International, Copenhagen, Denmark) for root support.
For artificial lighting, a 1.19 m × 0.61 m × 0.06 m (length × width × height) Reflector Intertek 4008920 (Intertek Group plc, London, UK) light fixture, fitted with eight high-output fluorescent PRO Pure Light T5 54 W, 6500 K lamps, was suspended horizontally on chains from a wooden support built specifically for this purpose, in such a way that the light fixture height could be regulated by altering the chain length. Daily photoperiod (PP) was set to 16 h with a timer outlet. This photoperiod length was chosen for being commonly used for indoor lettuce growth [
46,
47].
The hydroponic container arrangement was such that the containers were exposed to an approximate Daily Light Integral (DLI) of approximately 11 mol m
−2 d
−1 by hanging the light fixture at 40.5 cm above the containers with 2 middle lamps turned off. This DLI value fell within the optimal range for lettuce in this hydroponic system [
35]. Photosynthetic Photon Flux Density (PPFD) measurements (LI-250Q PAR package; LI-COR, Lincoln, NE, USA) were conducted over each pot, 10 cm above the XPS boards. The calculated DLI values are listed in
Table 1.
To test the hypothesis that different containers might be exposed to significantly different DLI, ANOVA with a post hoc Tukey test was performed. No significant differences were observed between the DLI measured in all containers.
2.5. Vermifiltered Wastewater Treatment by Hydroponic Culture
The experiment was conducted in the laboratory at room temperature (20–22 °C) with no direct solar radiation. Lettuce was hydroponically grown for 35 days after transplanting (DAT) on three liquid media: (i) vermifiltered wastewater (VW) (ii) supplemented vermifiltered wastewater (SVW) and (iii) a synthetic nutrient solution (NS) as control (
Figure 2) with two replicates per treatment. A volume of 2 L per lettuce was used, previously found to be adequate to promote high N and P removal from NS under the DLI levels used in this experiment [
35].
The synthetic nutrient solution (NS) was based on the medium suggested by Carvalho et al. [
48]. The only change to the original composition was the replacement of tetrahydrated calcium nitrate by YaraTera
TM Calcinit
TM (Yara International, Oslo, Norway) granulated fertilizer (1.1% ammonia nitrogen; 14.4% nitrate nitrogen; 26.5% CaO), as previously described by Aires et al. [
35].
2.6. Plant Growth Assessment
Fresh plant weight (FW) was individually obtained before planting by weighing on a Precisa Gravimetrics 262SMA-FR 0.0001 g uncertainty analytical balance (Precisa Gravimetrics AG, Dieticon, Switzerland); at the end, the final FW was determined with a KERN 470-36, 0.001 g uncertainty balance (KERN & Sohn GmbH, Balingen, Germany). Dry weight (DW) was estimated as 0.05 FW, based on the assumption of 95% water content [
49].
2.7. Wastewater Analysis
Physical, chemical, and microbiological wastewater quality parameters were assessed at different treatment stages, namely vermifilter feed, vermifilter effluent, and all hydroponic media. Before the determination of physical and chemical parameters in hydroponic media, water loss by evapotranspiration was compensated by adding the corresponding amounts of tap water. Wastewater samples were filtered through 47 mm, 0.7 µm pore FiltraTECHTM (FiltraTECH, Saint Jean de Braye, France) fiberglass filters prior to all colorimetric determinations.
Wastewater temperature, electrical conductivity (EC), pH, and total dissolved solids (TDS) were measured with a PeakTech® 5307 multiparameter probe (PeakTech Prüf- und Messtechnik GmbH, Ahrensburg, Germany). Hydroponic media pH was repeatedly adjusted to the 6.5–7.0 range by adding drops of concentrated sulfuric acid. Turbidity, expressed in Nephelometric Turbidity Units (NTU), was measured with a Hanna-HI88703 turbidimeter (Hanna Instruments Ltd, Leighton Buzzard, Bedfordshire, UK).
Total suspended solids (TSS) were determined according to SMEWW 2540 D [
50], by filtration (47 mm, 0.7 µm pore FiltraTECH
TM fiberglass filters), drying at 103–105 °C (SELECTA Digiheat 2001245 oven, J. P. Selecta, Abrera, Barcelona, Spain) and weighing on a KERN BJ 220-4M analytical balance (KERN & Sohn GmbH, Balingen, Germany).
Five-day biochemical oxygen demand (BOD
5) was determined according to SMEWW 5210 B [
50] with a YSI 5000 (Yellow Springs, OH, USA) dissolved oxygen probe. BOD
5, rather than chemical oxygen demand (COD), was chosen as a measure of organic load, as the goal of this work was to test the possibility of generating treated wastewater that could be used for irrigation, whose quality classification depends on BOD
5 [
41,
42].
Dissolved phosphorus, henceforth also referred to as phosphate (PO
4-P), total nitrogen (TN), nitrate nitrogen (NO
3-N), and ammonia nitrogen (NH
3-N) were determined colorimetrically on a VARIAN Cary 50 UV–visible spectrophotometer (Agilent Technologies Inc., USA; Santa Clara, CA, USA) in standard clear plastic cells. Specifically, PO
4-P was determined according to SMEWW 4500-P E, TN according to SMEWW 4500-N C [
50], NO
3-N according to EPA 352.1 method [
51], and NH
3-N according to ISO 7150-1 method [
52].
Magnesium, potassium, and calcium were quantified by flame atomic absorption spectroscopy according to SMEWW 3111 B [
50] on a VARIAN-SpectrAA 55B spectrometer fitted with the corresponding specific VARIAN hollow-cathode lamp for potassium, magnesium, or calcium (Agilent Technologies Inc., Santa Clara, CA, USA).
Total coliforms and
E. coli were determined according to ISO 9308-1 standard [
53] by serial dilutions, filtration through sterile 0.45 µm pore membrane Sartorius Stedim Biotech filters (Sartorius AG, Göttingen, Germany), inoculation on sterile chromogenic agar plates (Microbiology Chromocult
® Coliform Agar, EMD Millipore Corporation, Merck KGaA, Darmstadt, Germany) and incubation for 24 h at 37 °C in a Memmert IPP400 incubation oven (Memmert GmbH & Co. KG, Büchenbach, Germany). Positive colonies were counted and represented as colony-forming units per 100 mL (CFU per 100 mL). Positive colony confirmation was performed with PanReac AppliChem oxidase sticks (Panreac Química S.L.U., Barcelona, Spain, Applichem GmbH, Darmstadt, Germany, ITW Reagents, S.R.L., Monza, Italy).
2.8. Calculation and Statistical Analysis
Water Use Efficiency (WUE) was determined as the increase in fresh weight (ΔFW) (g) per volume of water lost by evapotranspiration (
Vevap) (L) [
54], according to Equation (1).
Light Use Efficiency (LUE) was determined as the ratio between the DW produced (ΔDW) (g) and the DLI (mol m
−2 d
−1) across the total area (m
2), over the total time (
t) measured as the number of days after transplanting (DAT) [
55], according to Equation (2).
Relative change in component concentrations was used as a criterion for wastewater treatment efficiency. The relative change (RC) in the concentration of a given component was calculated according to Equation (3), similar to commonly used efficiency equations, e.g., [
30,
56], where Δ
C is the concentration change and
C0 is its initial value:
All sets of replicas were considered subject to normal distribution of uncertainty. Standard deviation (SD) was used as the measure of uncertainty associated with each mean. For parameters obtained by calculation from experimental results, when SD could not be obtained directly, uncertainty propagation rules for random errors were used [
57]. To test the significance of differences between observed means, a unidirectional analysis of variance (ANOVA) with post hoc Tukey test was performed [
58], considering “no significant difference between means” as the null hypothesis H
0; significance level α was set at 0.05.
4. Conclusions
Hydroponics, using lettuce as a model culture, was used in this work to treat facultative lagoon-stabilized vermifiltered hog farm wastewater (VW) for nitrogen and phosphorus, focused on wastewater reclamation for irrigation. VW and nutrient solution (NS) analysis suggested limiting VW levels of phosphate and relatively lower VW levels of nitrate, potassium, calcium, and magnesium. VW supplemented with phosphate and other nutrients (SVW) was tested in the hydroponic treatment assay for 35 days alongside the original VW and NS, under adequate DLI, volume of solution per plant, and temperature conditions. Plant growth was improved on SVW, resulting in a biomass increase significantly higher than on VW and similar to NS. Plant size and overall visual aspect were similarly better on SVW and NS than on VW.
An increase in pH was observed in all three treatments, while EC and TDS decreased in all treatments, consistent with nutrient uptake; pH adjustment with H2SO4 towards adequate levels had no significant effect on EC and TDS.
Nutrient supplementation of VW had a positive effect on nitrogen and phosphorus removal. Nitrate removal was accelerated in SVW, and a lower level was attained at the end of the 35-day study. Moreover, nitrate and phosphate levels showed a steadier ratio over the growth cycle in SVW and NS than in VW. NH3-N was completely removed in all three treatments, NO3-N was removed by 95% in VW and completely in SVW and NS, and PO4-P was removed completely in VW, by 93% in SVW, and by 98% in NS. Overall, all three treatments efficiently removed inorganic nitrogen and phosphorus to values below the legally required limits for irrigation. Thus, under operational conditions, the VW treatment was effective if lettuce biomass and appearance were not critical. Coliform counts after hydroponic treatment of VW and SVW posed a challenge, reducing treated wastewater quality for possible reuse and suggesting the necessity of an additional disinfection stage. Nevertheless, according to recent Portuguese and European legislation for wastewater reclamation, treated vermifiltered wastewater could be reused for irrigation of raw consumed produce growing above ground, where the consumed parts are not in contact with irrigation water, or produce to be processed before consumption.
Hydroponic culture under optimized growth conditions for nutrient removal proved to be a viable technique for the treatment of hog farm wastewater for reuse in irrigation after storage in facultative lagoons and a prior vermifiltration stage. Vermifiltered wastewater provides a good nutritional basis for hydroponics, and a careful supplementation with some key nutrients, namely phosphate, to attain better nutrient ratios is a promising strategy to ensure both efficient wastewater treatment and productive greenery cultivation. The results suggest that hydroponically grown cultures with commercial value other than lettuce, such as ornamental plants and plants for energetic valorization, could be cultivated with simultaneous remediation of vermifiltered wastewater for reuse in irrigation. Hydroponic culture valorization will boost the treatment sustainability and circular economy, and thus future studies on valorization opportunities will be carried out.