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Review

Bioponics as a Promising Approach to Sustainable Agriculture: A Review of the Main Methods for Producing Organic Nutrient Solution for Hydroponics

Integrated and Urban Plant Pathology Laboratory, Gembloux Agro–Bio Tech, University of Liège, Passage des Déportés 2, 5030 Gembloux, Belgium
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Authors to whom correspondence should be addressed.
Water 2022, 14(23), 3975; https://doi.org/10.3390/w14233975
Submission received: 4 November 2022 / Revised: 29 November 2022 / Accepted: 2 December 2022 / Published: 6 December 2022
(This article belongs to the Special Issue New Advances in Hydroponics and Aquaponics for Urban Agriculture)

Abstract

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Hydroponics is a soilless cultivation technique in which plants are grown in a nutrient solution typically made from mineral fertilizers. This alternative to soil farming can be advantageous in terms of nutrient and water use efficiency, plant pest management, and space use. However, developing methods to produce nutrient solutions based on local organic materials is crucial to include hydroponics within a perspective of sustainability. They would also allow hydroponics to be developed in any context, even in remote areas or regions that do not have access to commercial fertilizers. This emerging organic form of hydroponics, which can be qualified as “bioponics”, typically recycles organic waste into a nutrient-rich solution that can be used for plant growth. Many methods have been developed and tested in the past three decades, leading to greatly heterogenous results in terms of plant yield and quality. This review describes the main organic materials used to produce nutrient solutions and characterizes and categorizes the different types of methods. Four main categories emerged: a “tea”-type method, an aerobic microbial degradation method, an anaerobic digestion method, and a combined anaerobic-aerobic degradation method. The advantages and drawbacks of each technique are discussed, as well as potential lines of improvement. This aims at better understanding the links between agronomic results and the main biochemical processes involved during the production, as well as discussing the most suitable method for certain plants and/or contexts.

1. Introduction

Hydroponics can be defined as a method for growing plants in the absence of soil, in which plant roots extract essential nutrients from a nutrient solution, i.e., nutrient-enriched water [1]. In comparison to traditional soil farming, this technique shows advantages in nutrient and water use efficiency as well as in plant pest and disease management [2,3,4]. The method can also be space-efficient when performed vertically and allows production all year around in climate-controlled greenhouses [4,5,6]. This technique is particularly interesting in geographical zones with limited access to land, and/or in the presence of soils that are polluted, degraded, infertile, or unsuitable for agriculture. Consequently, hydroponics appears well suited to urban areas or areas facing pedoclimatic conditions not conducive to traditional farming [3,4,7]. It could represent part of the answer to several challenges faced by agriculture today and in the near future, e.g., reduced surfaces of arable land, limited access to water, and climate change. However, hydroponics typically uses mineral fertilizers to create the nutrient solution. This can question its relevance and hinder its development worldwide as producing and/or extracting mineral fertilizers poses multiple problems. Focusing on the three major nutrients required in large quantities for plant growth–nitrogen (N), phosphorous (P) and potassium (K)—several issues can be pointed out. The manufacturing of ammonia (NH3), from which 97% of mineral N fertilizers derive, is based on a highly energy-demanding process (36.9 GJ/t of NH3 on average) that uses gas and other hydrocarbons for feedstock and fuel [8]. Derived from NH3, the production of nitric acid at the origin of N fertilizers widely used in hydroponics generates large emissions of nitrous oxide (N2O), which has a global warming potential 298 times greater than that of CO2 [8]. On the other hand, P and K mineral fertilizers mostly rely on the mining of rock phosphate and potash, respectively, whose extraction requires more and more energy in view of their increasing scarcity [9]. Exploiting these resources not only contributes to land degradation, water contamination, excessive energy consumption and air pollution, but they are also highly inequitably distributed around the world [8]. Morocco and Western Sahara alone hold around ¾ of the remaining world rock phosphate reserves [10]. The global reserves have been assessed various times over the past decades and have been extensively debated [11,12,13,14,15]. While some authors estimate commercial reserves to be depleted in the next 200–400 years, other scientists estimate this limit will be reached in the next 50–100 years, depending on the existing reserves, quality, global demand and mining rate [9,13,15,16].
The dependence of mineral fertilizers on fossil fuels and their unequal distribution worldwide makes their financial cost sensitive to global crises. The historical price peaks reached by mineral fertilizers in 2022 reinforce the idea that alternatives must be found [17]. Moreover, they are often inaccessible in developing countries or in more remote areas, due to their lack of availability on the local market and/or their high prices [7,18,19].
The development of alternatives to mineral fertilizers for hydroponics is crucial for this technique to be included in a perspective of sustainability and meet the challenges of agriculture and climate change worldwide. The use of liquid organic fertilizers derived from organic waste and residues as a substitute for mineral fertilizers is of growing interest. This alternative method to conventional hydroponics can be found under the terms of organic hydroponics or “bioponics”, standing for biological hydroponics [20]. Several studies have shown positive effects on plant disease mitigation and crop produce quality, notably with higher health-promoting compounds and/or lower nitrate levels in leafy vegetables [2,21,22,23,24,25,26]. Nitrates accumulated in vegetables are often associated with harmful impacts on human health, such as methemoglobinemia and higher cancer risk [27]. Moreover, the use of nutrient-rich organic waste and effluents as fertilizers in closed-loop bioponics can represent an interesting way of managing these materials, which can be sources of important ecosystem alterations if they accumulate in water and soil, e.g., eutrophication, toxicity in aquatic organisms, soil acidification [2,28,29,30,31]. From this perspective, bioponics can act as a nutrient recycling process while decreasing the demand for synthetic mineral fertilizers.
Liquid organic fertilizers are typically solutions concentrated in nutrients of organic origin, diluted with water and added to the hydroponic systems [32]. Essential nutrients present in organic materials are entrapped in organic molecules that plant roots cannot take up as such. They have to go through biochemical processes of decomposition and mineralization, carried out by a multitude of microorganisms in order to release their nutrients in a mineral form readily available to plants [33]. Therefore, bioponics presents several challenges as it involves a living organic environment that conventional hydroponics do not have to deal with. The management of physicochemical parameters such as pH and electroconductivity can differ and be more complex than in conventional hydroponics [32,34]. Furthermore, the major challenge is to provide a satisfactory nutrient solution for plants, containing all the essential nutrients in adequate quantities, and free of phytotoxic substances [2,35]. Several liquid fertilizers for bioponics are already on the market and produced industrially [32,36,37,38,39]. However, the biochemical processes involved in their manufacturing and the original organic materials from which they are derived are not explicit. Various studies have explored methods of producing nutrient solutions from organic sources and compared them with their efficiency on plants [21,34,40,41]. These studies are of interest, as they show that one can implement bioponics in any context, using local organic waste. However, the production methods are very diverse. They include the use of various sources of organic materials and various conditions of mineralization, also leading to greatly heterogeneous results on plants. Moreover, the biochemical processes involved in these methods are not always clear and identified, so it is difficult to choose an appropriate and efficient method adapted to the context and desired crop. The objectives of this review are to (1) characterize the different types of organic materials that are or could be used for bioponics, (2) characterize and categorize the different methods for producing organic nutrient solutions found in the literature in terms of biochemical processes involved, and (3) relate the different methods to their results in terms of nutrient solution production and effectiveness on plants. The resulting overview of the various existing methods and their efficiency provides an understanding of these methods from a biochemical point of view, and a discussion of their advantages and drawbacks in different contexts.

2. Sources of Organic Fertilizers for Bioponics

Organic materials from various sources have been used for producing bioponic solutions, ranging from animal manure [23,34,35,42,43,44], compost [5,22,45], algae [46,47,48] to agro-industrial [21,49] and household waste [40]. The role of these materials is to meet plant needs by providing adequate amounts of essential nutrients. However, the nutrient composition can vary greatly among organic fertilizers. Likewise, crops have diverse nutrient needs depending on the plant species and variety, the growth stage or the part of the plant to be harvested [1]. For instance, leafy plants have a high N demand in comparison to fruit plants, which require more K, P and calcium (Ca) [1]. For this reason, characterizing the different types of organic fertilizers currently or potentially used in bioponics would make it possible to wisely choose the organic materials to be used.
Organic fertilizers can come from (1) agricultural waste (e.g., animal manure, slaughterhouse waste, composting and vermicomposting, plant residues) (2) agro-industrial waste, (3) household waste, or (4) algae [50,51,52]. These materials can be characterized with different parameters to assess their quality as a fertilizer. The quantities of nutrients contained in the materials can be used to assess their capacity to meet plant needs. In the case of the macronutrients N and P, their relative mineral/organic form ratio provides the quantity of nutrients directly available for the plant—the mineral fraction—and the quantity of nutrients that will first need to be mineralized in order to be taken up—the organic fraction. Meanwhile, the carbon-to-nitrogen ratio (C/N) is a relevant indicator of the efficiency and speed of the organic portion to be mineralized. Table 1 presents the C/N ratios and the amounts of N, P and K (in % dry matter) of different organic fertilizers found in the literature. The proportions of N and P in mineral form are specified. K can only be found in a mineral form.
Animal manure represents the main source of organic fertilizer used in agriculture worldwide [51,52]. It usually contains high levels of N, P and K readily available or rapidly available for plants [52,53]. The actual amounts of nutrients and their form—organic or mineral—depend on numerous factors, such as the animal species, the state of the animal itself (age, lactation), the diet, as well the conditions in which the manure was stored [53,54]. Manures from forage-based diets (cattle, goat, sheep and horse manure; Table 1) often have a lower mineral content than manures from concentrate-based diets (swine and poultry manure; Table 1) [51,54]. Their higher N content also explains their lower C/N ratio, i.e., 4–18 for poultry droppings and 10–14 for swine manure vs. 9–65 for forage-based manures. These low-C/N manures tend to mineralize faster than the manures from forage-fed animals and can be advantageous for bioponics. Focusing on N, urine usually contains most of the N, mostly in the form of urea [54]. Thanks to the widespread urease enzyme, urea tends to mineralize into ammonium (NH4+) very quickly in nature [55]. Poultry excreta, which are a mixture of feces and urine, contain high levels of inorganic minerals and soluble hydrolyzable organic compounds that mineralize rapidly in the environment [52]. Human urine can also be used as a liquid fertilizer after separation from solid excreta [56,57]. Using these types of materials for bioponics can result in high levels of readily or rapidly available N for plants, requiring a low to no mineralization process. Besides NH4+, inorganic N in the form of nitrate (NO3) is also present in animal manures, but to a much lesser extent [54]. As for P, animal manures often contain more than 50% of total P in an inorganic form [54,58,59]. Poultry and swine manures especially often contain high inorganic P levels as a result of their feed, i.e., up to about 90% of total P in the form of inorganic P for both swine and poultry manures (Table 1). Finally, the K content ranges between 0.2 and 7.8% dry matter (DM) for all animal manures (Table 1), with a bioavailability rate of almost 100% [54,60].
Slaughterhouse waste products are also used as organic fertilizers, more particularly as a source of N [61]. Blood meal—dried powdered blood—can contain around 12% of N (Table 1). Similarly, bone meal—dried powdered by-products of cattle slaughterhouses—contain 4.1–4.2% of N, but also and most importantly high inorganic P (8.7–23.5%) and Ca contents (Table 1). Nutrients in those powders are predominantly in their inorganic forms and represent a source of rapidly available minerals for bioponics.
Besides, composted materials can have relatively high levels of bioavailable nutrients because mineralization is at a more or less advanced stage. However, the actual nutrient content greatly depends on factors such as the original material composition and oxygenation [54,61]. Vermicomposting tends to result in very stable compost, with interesting N and P contents (0.5–3.5% N; 0.1–4.7% P, Table 1) as well as a high content in humic substances that are potential plant-growth-promoting compounds [51].
Plant residues contain nutrients mostly in their organic form [61]. They can also contain undegradable compounds, such as lignin or cellulose-like molecules. Therefore, their C/N ratio is often much higher than those of animal waste products or compost and requires a long period of degradation and mineralization before effectively fertilizing plants. Their exact nutrient content depends on several factors such as the plant species and variety, the part of the plant that is being used, or the developmental stage of the plant [55]. Leguminous plants usually contain more N and P than cereals [55] (1–3.1% N and 0.4–0.8% P for soybean residues vs. 0.4–0.8% N and 0.1–0.4% P for wheat residues) (Table 1).
Algae have also been used for many years in coastal regions as organic fertilizer, representing a good source of nutrients in organic form (0.3–17.5% N, 0.1–4.5% P, 0.1–8.5% K; Table 1), plant growth regulators such as gibberellin, auxin and cytokinin-like substances, and vitamins and amino acids for plants [50,62,63,64,65]. Notably, marine macroalgae or seaweeds, are used as biostimulants, including in hydroponics, usually in the form of compost made with other organic waste, dried powder and/or liquid extracts [46,47,48,50,63,64,65,66].
Besides, residual organic residues from agro-industrial manufacturing processes, such as cottonseed or canola seed meal, molasses or corn steep liquor, i.e., by-products of oil extraction from cotton seeds and rapeseed, of sugar production and of corn-wet-milling, respectively, can have relatively high N, P or K contents [21,51,67,68,69]. Many of these organic residues are already in a powder or liquid form and could be used in bioponics. Several studies have shown encouraging results with bioponically grown plants using corn-steep liquor and molasses [21,41,70]. Cottonseed, canola meal or corn steep liquor can represent a good source of N (4.5–7.4% DM, 5.6–6.6% DM and 3.4% DM, respectively), while molasses is reported to be a good source of K (0.5–3.8% DM) (Table 1) [21,67,68,71]. However, most of the N and P nutrients in these materials are in an organic form and thus require an intense mineralization process.
Finally, household waste can have very different compositions and degradability levels depending on the residues (0.9–5.8% N, 0.4–0.1% P, 0.8–0.1% K, with a C/N ratio of 7–27). These residues can be milled and dried and then ground to be used in bioponics [40].
Table 1. Nutrient content (N, P, K) and C/N ratio of commonly used organic fertilizers. TN, total nitrogen; TP, total phosphorus; TK, total potassium; DM, dry matter.
Table 1. Nutrient content (N, P, K) and C/N ratio of commonly used organic fertilizers. TN, total nitrogen; TP, total phosphorus; TK, total potassium; DM, dry matter.
Organic SourceN ContentP ContentTK (% DM)C/N RatioReferences
TN (% DM)Inorganic N (%TN)TP (% DM)Inorganic P (% TP)
Animal manure
Cattle0.2–5.39.0–72.00.1–1.548.0–75.00.2–6.216.0–31.0[51,53,54,55,72,73,74,75,76,77,78]
Equine/horse 1.4–3.95.80.6–1.245.0–49.01.2–4.219.0–25.0[51,73,74,76]
Sheep 1.2–2.920.0–20.80.6–1.148.0–49.01.4–3.49.0–29.0[51,74,75,79]
Goat 0.7–3.638.20.5–2.736.0–47.00.6–5.916.0–65.1[73,74,76,80]
Swine 0.4–7.534.0–41.90.1–4.918.0–92.00.2–7.810.0–14.0[51,53,54,55,59,73,74,81]
Poultry 1.2–6.132.6–48.00.4–3.625.0–90.00.8–3.14.0–18.0[53,55,59,73,74,75,77,78,81,82,83]
Slaughterhouse waste
Blood meal 11.8–15.8<10.1–0.7n.a. 10.1–0.73.0–5.0[51,78,84,85]
Bone meal 4.1–4.2n.a.8.7–23.5n.a.1.64.0–7.0[51,78,86,87]
Compost 0.7–3.15.0–29.00.2–215.0–84.00.8–2.411.3–64.0[51,59,75]
Vermicompost 0.5–3.52.7–37.00.1–4.7n.a.0.2–2.17.1–36.7[51,88,89,90,91,92]
Agro-industrial waste
Corn steep liquor 3.42.5–8.21.5n.a.2.7n.a.[21,93]
Cottonseed meal 4.5–7.4<11.2–2.8n.a.1.7–28.0[51,53,67,68]
Canola meal 5.6–6.6<12.8n.a.1.28.0[67,68]
Molasses0.4–2n.a.1.7 ± 0.7n.a.0.5–3.8n.a.[69,71,94]
Plant residues
Soybean residue 1.0–3.1n.a.0.4–0.8n.a.1.5–0.812.3–30.0[55,82,95]
Wheat residue0.4–0.8n.a.0.1–0.4n.a.1.2–3.884.0–124.0[95,96,97,98]
Leaf litter residue0.5–1n.a.0.4–0.8n.a.0.0–1.040.0–80.0[51,76,77]
Algae 0.3–17.5n.a.0.1–4.5n.a.0.1–8.5n.a.[99,100,101]
Household waste0.9–5.81.40.4–1.0n.a.0.8–17.0–27.0[40,51,75,82]
1 Note: n.a., not available.
The commonly used organic sources have diverse and varied characteristics. Therefore, the choice of organic fertilizers to be used for bioponics should be made based on their nutritional composition and degradability. Highly degradable materials rich in nutrients in a mineral form will be determined because they can provide nutrients directly or make them quickly available to plants [21,34,102]. A combination of different organic materials can also be made to provide complete fertilization, in accordance with specific plant needs. Moreover, the choice of organic materials should also and above all consider their accessibility in the local context. The materials should be easily and locally findable, otherwise, the relevance and ecological advantages associated with bioponics will be lost.

3. Methods Used for Producing Organic-Based Nutrient Solutions

The different methods developed to produce organic-based nutrient solutions can be characterized and grouped according to the main biochemical processes they involve. Four main categories have been identified: (1) the so-called “tea” method, (2) the aerobic microbial degradation method, (3) the anaerobic digestion method, and (4) the combined anaerobic-aerobic degradation method, as illustrated in Figure 1.
Table 2 presents the composition of the nutrient solutions used on plants and found in the various studies when the data were provided. These solutions are also compared with a “classic” nutrient solution used in conventional hydroponics.

3.1. The “Tea” Method

3.1.1. Definition and Principles

Several studies are focused on a “tea” method, also referred to as the “extract” method, to make organic nutrient solutions [5,23,34,35,42,45,102,107]. Teas can be defined as brewed water extracts of compost or animal manure, qualified as “compost tea” or “manure tea”, and commonly applied on cultivated soil [107,108,109,110,111]. Historically, compost teas have been used for centuries by suspending a porous bag of compost in water for up to 14 days, resulting in a nutritious extract for plants [108,109,112]. Then, this “passive” or “non-aerated compost tea” was replaced by a more recent technique where the tea is brewed for a shorter period (a few hours to a few days), and often oxygenated with air pumps [108,109]. This aerated compost tea supposedly contains the microorganisms initially present in the compost and is typically used in organic farming as a substitute for chemical fertilizers and pesticides [107,108,109]. Positive impacts on root stimulation, vegetative growth, soil microbial activity and disease suppression have been observed when sprayed on soils [109,110,113,114,115,116,117,118]. Some of these effects are linked to the presence of biologically active metabolites such as humic acids and plant growth regulators present in the organic materials, in addition to the provision of readily bioavailable nutrients [107].

3.1.2. Use of the “Tea” Method in Bioponic Cultivation

Animal Manure Tea

The method consists of “bathing” animal manure in a volume of aerated or non-aerated water for one to seven days. Once filtered, this tea is added to the water of hydroponic systems at a certain concentration. Tikasz et al. (2019) [34] showed that the use of a bioponics solution based on turkey manure tea (50 g/L tea, 2-day tea production process) resulted in healthy lettuce and kale plants, and even significantly greater dry biomass than in conventional hydroponics in the case of lettuce [34]. However, cow and chicken manure teas resulted in lower yields (less than 50% of the yield of the control). Those nutrient solutions contained lower levels of NO3 (<4 mg/L N-NO3), in comparison to the turkey-manure tea solution (11.7 mg/L N-NO3) (Table 2). More particularly, the chicken manure solution resulted in the lowest biomass, most likely due to ammonium toxicity (284.6 mg/L of N-NH4+) (Table 2). In Charoenpakdee et al.’s (2014) [102] study, the use of three teas made from bat, cattle or pig manure was tested on bioponically grown lettuce (dilution ratio 1:3; 1-day tea production process) [102]. The bat manure tea resulted in a yield almost as high as when the commercial mineral solution was used (95% of the total fresh weight of the commercial solution result), while the cattle and pig teas performed poorly (35% and 32% of the fresh weight of the lettuces grown in commercial solution, respectively). Conversely, in Atkins and Nikols’ (2004) [35] study, similar growth rates were obtained for lettuces grown with a cattle manure-based nutrient solution and lettuces grown with the conventional nutrient solution [35]. In El-Shinawi et al. (1999) [23], low lettuce yields were obtained using cattle manure tea (~25% of the fresh weight of the control), while chicken manure tea performed well (lettuces reached 92% of the fresh weight of the commercial control) [23]. Additionally, a very low NO3 content was measured in the leaves, which is a quality sign because NO3 accumulation in leafy greens can lead to a health hazard in case of excessive intake [119]. N was mostly in the form of NH4+ in all manure teas. Likewise, in Mowa et al.’s (2015) [42] study, the use of teas made from different types of manure were used on bioponically grown Swiss chard (dilution 59 g/L, 7-day tea production process) [42]. Conventional hydroponics performed best, but among the organic solutions, the composted goat manure tea resulted in the highest yield (~72% of the fresh biomass of the control), while the goat manure, chicken manure and cow manure teas did not perform as satisfactorily (~40%, 38% and 42% of the control, respectively). Table 3 summarizes the main bioponics studies mentioned above, with the organic materials and tea method used to produce the nutrient solution, as well as the type of hydroponic system and cultivated plant.

Compost Tea

Using the same method as for manure tea, Leudtke (2010) [45] showed that a compost tea-based nutrient solution resulted in lower yields than conventional hydroponics on Wisconsin Fast Plants™ (Brassica rapa) (~68% of the total dry weight of the plants fertilized with the commercial chemical solution) [45]. In comparison to the usually recommended mineral concentrations in conventional hydroponics (Table 2), the compost tea solutions had a good N-NH4+/N-NO3 ratio (1:3), but relatively low macronutrient contents (Table 2). An excessive level of sodium (Na) was also noticed. This unbalanced nutrient composition was also shown by Arancon et al. (2012) [107] and Caballero et al. (2009) [110], who investigated the nutrient composition of compost teas. In comparison to what is usually recommended in conventional hydroponics, most of the extracts showed too high levels of NH4+ (32–237 mg/L of N-NH4+) and too high levels of heavy metals such as copper (Cu) and zinc (Zn) [110]. A tea made from food waste-based vermicompost showed too low macronutrient content (<2 mg/L of total N, 15 mg/L of K and 11.9 mg/L of Mg) [107].
Several studies have thus explored the use of compost teas as additives and/or partial substitutes for chemical fertilizers rather than as sole fertilizers in hydroponics. Gimenez et al. (2020) [22] observed that the growth and quality of baby leaf red lettuce were improved, with a significantly lower leaf NO3 content and higher health-promoting shoot components such as flavonoids, phenols and antioxidant capacity [22]. Root length and the number of fine roots were also increased in the compost tea-supplemented solution in comparison to the inorganic treatment. Besides, the compost tea mitigated the incidence of the plant pathogen Pythium irregulare on the plants. Several hypotheses were advanced to explain this: a healthier root system potentially caused by radicular growth substances such as auxin-like components originating from the compost and/or the presence of antibiotic-like substances or microorganisms. Considering the sole compost tea nutrient composition, low tea concentrations of N (13.6 mg/L), K (26.9 mg/L) and nutrients such as Ca were obtained. Similar observations were made by Arancon et al.’s (2019) [5] study, in which the vermicompost tea had too low nutrient concentrations to meet the plant needs as the sole fertilizer (1.3 mg/L of N, 2.4 mg/L of P, 45.4 mg/L of K) (Table 2). However, yields were significantly improved when vermicompost tea was added to supplement mineral nutrient solutions concentrated at only 25% or 50% of the full-rate recommended solutions for lettuce, and at 50% for tomato, in comparison to the tea-free modalities. These positive effects were attributed to the presence of trace quantities of phytohormones and humic acids.

3.1.3. Drawbacks of the Method

Unbalanced Nutrient Composition and N-NH4+/N-NO3 Ratio

The heterogeneity and poor yields associated with the use of teas in bioponics are most likely due to an unbalanced nutrient composition. In some cases, N levels were too low for optimal plant growth [5,22,23,42,45,102] and it was mainly in the form of NH4+ rather than NO3. As opposed to NO3, NH4+ is toxic to most higher plants when present as the sole N source, leading to decreased plant growth, leaf chlorosis, a low root/shoot ratio and oxidative stress [120,121,122,123,124,125]. These symptoms have been associated with too high energy consumption by plants caused by NH4+ cycling, carbon scarcity explained by the reduction in carbon skeletons induced by excess NH4+ assimilation, cation deficiency and extracellular acidification caused by NH4+ uptake [120]. For these reasons, NO3 is typically provided as the major form of N in hydroponics, with a maximum recommended N-NH4+ concentration of 30 mg/L in the nutrient solution for a recommended N-NO3 concentration of 80–150 mg/L (Table 2) [106]. Other sources suggest that the N-NH4+:N-NO3 ratio should not exceed 25:75 for the optimal growth of most plants [124,126,127,128,129]. The tea process is relatively short—a few hours to a few days—we can expect most of the inorganic nutrient content to correspond to the already soluble inorganic nutrient content of the primary organic materials, via rapid abiotic solubilization [130,131,132]. Part of the soluble organic compounds can be mineralized and added mineral nutrients to the teas, but no significant mineralization is expected to occur over such a short period of time [130,131]. Likewise, if most of the N in the materials is in the form of NH4+-NH3, tea N will also most likely be predominantly in this form, as no significant nitrification (oxidation of NH4+ into nitrite (NO2) and then into NO3 by nitrifying bacteria [72]) is expected to occur in such a short time.
The manure nutrient content depends on various factors, as previously mentioned. The storage duration and conditions of the manures can explain some variations in tea composition, even for manure from a given animal species. Tikasz et al. (2019) [34] and Mowa et al. (2015) [42] used manures that had different storage periods varying from 1 to 12 months. During this period, more or less advanced mineralization and nitrification processes might have taken place, potentially explaining the differences in NO3 and NH4+ concentrations. Therefore, the—intentional or unintentional—“composting” of manure can be a significant factor in manure-derived tea composition [133]. For instance, the chicken manure-based vermicompost tea prepared by Arancon et al. (2012) [107] contained an optimal level of N-NO3 (137.9 mg/L) and a low level of N-NH4+ (0.6 mg/L) (Table 2). This contrasts with the non-composted chicken manure tea developed by Tikasz et al. (2019) [34], which contained 0.6 mg/L of N-NO3 and 284.6 mg/L of N-NH4+ (Table 2).

Phytotoxicity of Organic Compounds

The presence of phytotoxic organic compounds might be another factor behind the poor yields in bioponics. Teas can indeed contain relatively high levels of organic compounds that can inhibit plant growth, originating from primary organic materials [130,131]. Garland and Mackowiak 1990 [134], Garland et al., 1993 [130], Mackowiak et al., 1996 [131] and Finger and Strayer [135] investigated the ability to grow food bioponically in space habitats with nutrient solutions derived from food waste. The direct use of organic “leachates” (2-hour aerated water extraction of dried crop residues) produced a solution that contained enough inorganic nutrients for plant growth. However, the extracts also contained high levels of dissolved organic compounds that inhibited plant growth because of (1) the presence of organic phytotoxic compounds, and (2) a high biological oxygen demand (BOD) in the root zone caused by too much microbial activity, which consumed the dissolved oxygen and asphyxiated the plant roots [131,132]. The excessive development of a microbial biofilm on the root surface and system components also led to an increased potential for denitrification and represented a potential nutrient sink able to absorb, entrap and precipitate inorganic material [135]. Similar conclusions were drawn by Carballo et al. (2009) [110], who observed high phytotoxicity in teas made from unstable composts, as they contained high organic acid levels that over-acidified the teas and induced decomposition within the solutions. Thus, the presence of labile organic matter in bioponic solutions is detrimental to plant growth.

3.1.4. Discussion on the Method

The tea method could produce organic nutrient solutions for short life cycle crops, such as leafy greens, very easily and rapidly from accessible and inexpensive material. However, results are contrasted, and some nutrient solutions resulted in yields 50% lower than in conventional hydroponics [23,34,102]. Therefore, this method shows great heterogeneity, even when teas are made from the same type of organic material. As no important mineralization and/or nitrification is expected to occur within such a short brewing time, the quality of the tea highly relies on the quality of the primary material, which itself depends on numerous factors. Therefore, the material should be stable and have a high mineral content and a large proportion of mineral N in the form of NO3 rather than NH4+ to avoid phytotoxic organic compounds, a high BOD, and an unbalanced nutrient composition. The quality of the primary organic waste products should thus be assessed beforehand. Besides, using teas as an additional or partial substitute to mineral fertilizers could be of real interest as they are a source of plant-growth-promoting microorganisms and additional nutrients [5,22]. A pre-composting stage carried out before maceration can greatly improve their quality [42,107]. Along the same line, an in-depth degradation and mineralization of the organic materials and/or the tea could address these issues.

3.2. Aerobic Degradation Method with Microbial Processing

3.2.1. Principles and the Method Developed by Shinohara et al. (2011) [21]

In aerobic conditions, the oxidation of organic matter into minerals is mainly driven by heterotrophic microorganisms’ respiration [136]. The oxidation of NH4 into NO3 can also occur, thanks to nitrifying microorganisms. Aerobic mineralization can be achieved by injecting air into organic materials-containing water, via air pumps or sufficient water circulation [136].
The idea of extensive aerobic microbial pre-processing of organic extracts before incorporating them in the hydroponic systems was first studied in the 1990s by the same searchers who explored bioponics in space habitats [130,131,132,134,135,137] after these authors observed the shortcomings of using raw organic material extracts for plant growth. The process consisted of the loading of dried crop residues in an aerobic bioreactor with continuous stirring, in which the pH and dissolved oxygen (DO) were controlled [135]. The treatment reduced the amount of labile organic compounds, which eliminated the growth-inhibiting effect of those compounds on various crops [131,132]. However, the ability of the bioreactor to oxidize more recalcitrant organic materials and perform nitrification was rather limited [132].
A decade later, Shinohara et al. (2011) [21] addressed these issues by developing an innovative method to produce a well-balanced nutrient solution, using soil microorganisms that mineralized organic compounds and efficiently oxidized NH4 into NO3 in aerobic conditions. By being able to culture these microorganisms both during the nutrient solution preparation and during plant cultivation in the hydroponic systems, achieving a mean 98% efficiency in N-NO3 generation from organic N, they were able to add the organic fertilizer directly in the hydroponic systems during crop cultivation without causing any phytotoxicity. More specifically, the production of this microbial bioponic solution consists of first adding 1 g/L of an inoculum containing organic matter mineralizing and nitrifying microorganisms to an aerated volume of water at 25 °C. Organic materials, i.e., a fish-based organic fertilizer (1–1.5 g/L), are then gradually added and aeration is maintained until all mineral N is present in the form of NO3 (12 to 170 days). Then, plants are added to the hydroponic system, and small amounts of organic fertilizers are added during cultivation. Different sources of inoculum were tested—soil, compost and sea water—and compost was considered the best one [21,49]. In addition to the fish-based fertilizer, other organic materials in liquid or powder form were tested, such as corn steep liquor, fish flour, rice bran or fermented poultry manure [21]. By observing that organic materials with high C/N ratios did not generate NO3, these authors suggested that organic fertilizers with a C/N ratio below 11 should be used for this method, as they would avoid the N starvation of the nitrifying bacteria. On komatsuna (Brassica rapa), the organic nutrient solution performed similarly to the chemical fertilizer, even resulting in produce of better nutritional quality, i.e., a significant decrease in the leaf NO3 content [21]. With this method, NO3 was generated and absorbed gradually during plant growth, while it was likely to be rapidly taken up by the plants and stored in the tissues in conventional hydroponics. In tomatoes, the yield and quality (ascorbic acid content) of the fruit obtained with the organic fertilizer were not significantly different from the ones obtained with a chemical solution. In addition to aspects related to yield and product quality, this method has also showed advantages in terms of soil-borne and air-bone disease control. Trials on susceptibility to bacterial wilt diseases were performed on tomato and showed that the phytopathogenic bacterium Ralstonia solanacearum was inhibited when the organic nutrient solution was used instead of chemical fertilizer [138]. The exact causes of the suppressive effects were unclear, but they likely originated from the biofilm that developed on the roots of the bioponic plants, as well as from components produced by microbes in the organic solution, with potential antibiotic effects. Systemic resistance to Botrytis cinerea, which causes grey mold, was also induced in lettuce and cucumber when applying the method [139].

3.2.2. Use of Aerobic Degradation for Bioponic Cultivation

Kawamura-Aoyama et al. (2014) [40] used dried and ground solid food waste as an organic fertilizer in bioponics, requiring microbial pre-processing for 2 months to generate NO3. On lettuce, the organic solution resulted in similar yields in comparison to chemical fertilizer. The efficiency of inorganic N recovery was systematically improved when the nutrient solution was filtrated, reinforcing the idea that undegraded organic compounds negatively impact plant growth [40]. In Kano et al.’s (2021) [70] study, the growth and yield of bok choy (Brassica rapa var. chinensis) under corn steep liquor organic fertilization and conventional hydroponics were similar in summer cultivation when the same amount of total N was used. In Mowa et al.’s (2018) [140] study that used goat manure, 10 g/L of compost was needed to provide sufficient beneficial microorganisms, and adding small amounts of manure (0.25 g/L/day of dried ground manure) at the initial stage of microbial mineralization supported the establishment of the microbial ecosystem in comparison to large amounts of manure [140]. Goat manure-derived nutrient solution proved to be a good alternative to chemical fertilizers for tomatoes: the fruits were of commercially acceptable weight and of better quality than under chemical fertilization [24], i.e., higher lycopene content, which has health benefits. This study also served as a comparison to the previously described tea method developed by Mowa et al. (2015) [42], in which goat manure tea resulted in a poor yield. The goat manure aerobic mineralization process even surpassed that of tea made from composted goat manure, which in turn gave better results than non-composted manure [42].

3.2.3. A Parallel with Aquaponics

The idea of mineralizing organic materials directly within the hydroponic system during plant cultivation [21,40], is in agreement with the principles of aquaponics. Aquaponics aims at remediating aquaculture effluents by combining aquaculture with hydroponics in a recirculating system where fish effluents are mineralized by beneficial microorganisms, including nitrifying bacteria, to provide nutrients for plant growth and clear the water of toxic elements for fish [141]. The development of microbial communities is promoted by the presence of a biofilter—a well-oxygenated compartment in which a large surface area allows colonization by microorganisms [142]. Aquaponics can thus be seen as a variant of bioponics, with fish effluents as the organic fertilizer.
Applying the operating procedure of aquaponics, Wongkiew et al. (2021) [43] used chicken manure directly in the hydroponic systems during plant cultivation, thanks to the presence of a biofilter. The latter consisted of three layers of filter pads to filtrate the solution and provide a large surface area and dry chicken manure in a filter bag was placed in-between the layers. As for Shinohara et al. (2011) [21], liquid compost (20 mL/L) was added to the hydroponic system prior to the start of the experiment to activate mineralization and nitrification. The biodegradation of chicken manure continued until the end of plant cultivation. As a result, the system effectively produced lettuces and resulted in an N use efficiency of 35–42% and a P use efficiency of 7–8% [43]. The microbial communities in the biofilter and in the plant roots showed a unique composition in comparison to aquaponic systems and comprised a variety of plant-growth-promoting bacteria able to increase P and N availability through solubilization and mineralization.
Table 4 summarizes the main studies mentioned above, with the organic materials and aerobic degradation method used.

3.2.4. Discussion on the Method

Aerobic degradation of organic materials appears to be very promising for the development of bioponics. This method produces NO3, i.e., the preferential form for N uptake by plants, thanks to the presence of nitrifying bacteria that transform NH4+ into NO3 in aerobic conditions [72]. These bacteria naturally develop in environments where organic matter is degraded in the presence of oxygen, e.g., during organic nutrient solution production under good oxygenation using air pumps. However, natural inoculation and the development of these bacteria may take a long time depending on the environmental conditions. The external supply of these bacteria can thus be added to the nutrient solution through materials such as compost, soil, seawater or activated sludge [21,40,43,49,140]. Then, the nutrient solution conditions can be adapted to approach the optimal conditions for these nitrifiers, estimated to be a pH of around 7–8, a temperature of 20–30 °C, a minimum DO of 5 mg/L and a limitation in the dissolved organic compounds [31,72,141,142,143,144,145,146]. Mineralization can also continue in the hydroponic systems, as illustrated in Figure 2, so that organic fertilizers can be added during plant cultivation and thus better meet the plant’s needs [21,40,103]. In this case, mineralization can be enhanced by adding a biofilter [43]. The potential of using microbubbles and nanobubbles could also be explored, notably for deep-water culture (DWC) systems, as it can improve oxygenation and in turn nitrification compared to the macrobubbles generated by classic air pumps [31,147]. It can also favor root oxygenation and limit pathogen development by favoring the activities of beneficial organisms [31,148,149]. Moreover, the integration of a solid removal compartment such as a mechanical filter or a sedimentation tank (Figure 2) could also improve the nitrification efficiency by limiting residual organic compounds and, in turn, excessive heterotrophic activities [31]. This should be further explored in bioponics.
This method makes it possible to use a multitude of organic sources, particularly those generating too high levels of NH4+, e.g., chicken manure, by bringing a certain uniformity and stabilization in the quality of the nutrient solutions. It is based on the biochemical process of aerobic mineralization, and thus requires sufficient and continuous aeration of the solution by air pumps. However, the mineralization of organic materials can also take place in the absence of oxygen. Anaerobic mineralization also called “anaerobic digestion” (AD) can have the advantage of being less energy-demanding since it does not require intensive pumps or motors [136].

3.3. Anaerobic Digestion Method

3.3.1. Principles and Contextualization of Anaerobic Digestion

Anaerobic digestion (AD) consists of the degradation and reduction of organic matter into minerals, other lower-weight organic compounds and gaseous forms of CO2 and methane (CH4) by various microorganisms in the absence of oxygen [136,150,151]. This biogas represents a real economic interest because it can be used as an alternative source of energy to fossil fuels [151]. Besides biogas production, this process also results in a nutrient-rich degraded material called “digestate”, that can be used as an organic fertilizer [150,151]. The quality of the digestate and the efficiency of biogas production are influenced by many factors such as the pH, the C/N ratio, temperature, the nutrient content, and the hydraulic retention time (HRT) in the digester [136,150,151]. Twenty to 95% of the organic matter is degraded during AD [150], depending on the type of feedstock and all the above-mentioned factors. In comparison to untreated residues, digestates are more homogenous and have a higher stability degree, with decreased total and organic carbon, reduced BOD and high mineral content [2,150,151,152,153,154]. They are also less odorous and safer as AD reduces the level of pathogens by inactivating most of them during the process [78,152,155,156]. They also comprise bioactive compounds such as phytohormones, vitamins, nucleotides, monosaccharides, and fulvic acid that can promote plant growth and enhance tolerance to biotic and abiotic stresses [25,150,155]. In soils, digestates appear to be very well-fitted for high N-demanding vegetables with a fast-growing cycle because they rapidly release bioavailable N, mainly in the form of NH4+ [150,157]. They are usually directly spread on cultivated soils, but they can also be pre-treated, e.g., by solid-liquid separation, drying, dilution or filtration [150]. Based on all the benefits of anaerobic digestates as organic fertilizers, more and more researchers are investigating their use in bioponics.

3.3.2. Use of Anaerobic Digestates for Bioponic Cultivation

Liedl et al. (2006) [44] tested the use of the liquid fraction of poultry litter digestate on vegetables grown in bioponics. AD consisted of a 30-day HRT process of broiler litter at a high temperature (56 °C). The yield of lettuce plants was similar to that obtained with a commercial inorganic fertilizer when the digestate was highly diluted, corresponding to a total N concentration of 100 mg/L (Table 2) [44]. Conversely, organic nutrient solutions more concentrated in the digestate (200 and 300 mg/L of total N concentrations) were detrimental to yield. The control hydroponic solution with chemical fertilizers had a total N concentration of 150 mg/L. The importance of the digestate dilution for optimal plant growth was also notably shown by Krishnasamy et al. (2012) [104]: a digestate concentration of 50% resulted in the complete death of bioponic silver beet within 2 weeks, while the same digestate at 20% performed best in terms of foliage yield and plant growth. However, yields were still significantly lower than those obtained with a commercial inorganic solution. The negative effects were associated with too high levels of NH4+ (43.4 mg/L) (Table 2) and low levels of DO in digestate.
In Mupambwa et al.’s (2019) [158] study, a 10% concentrated digestate solution was found suitable for crop use, but phytotoxic when concentrated at 30 or 40%. In Phibunwatthanawong and Riddech’s (2019) [41] study, only a concentration as low as 1% was found suitable. Both studies attributed their phytotoxicity to the high concentrations of NH4+-NH3 and organic compounds. Phibunwatthanawong and Riddech 2019 [41] more specifically investigated the use of digestate on green cos lettuce, also focusing on the AD itself and the impact of different feedstock ratios on digestate quality, i.e., varying the ratios of molasses, distillery slop and sugarcane leaves resulting in six different digestate formulas. After 30 days of AD, all digestate formulas contained plant-growth-promoting bacteria, i.e., N-fixing, phosphate- and K-solubilizing bacteria, and significantly higher levels of indole acetic acid (IAA)—an auxin phytohormone that stimulates root hair development—[159,160,161]. On plants, two digestate formulas diluted at 1% resulted in yields similar to those obtained with chemical fertilizer, showing optimal levels of N (160 mg/L) (Table 2). In Ronga et al.’s (2019) [155] study, the use of a solid fraction of digestate as a growing medium and a liquid digestate-based nutrient solution (6.25%) resulted in yields similar to the yield of a conventional hydroponic system on agri-perlite growing medium and chemical fertilizers. The undiluted liquid digestate was low in total organic carbon (TOC) and P, but rich in K (TOC 3.74%, N 0.34%, K2O 0.95%, P 0%), while the solid fraction was rich in P and TOC (TOC 3.75%, N 0.74%, P2O5 0.60%, K2O 0.76%). A digestate solid fraction as a growing medium can represent a good alternative to conventional substrates.
Regarding crop quality, Liu et al. (2009) [25] showed that the use of diluted digestates for bioponically grown lettuces (1:4 or 1:5 dilution) significantly decreased NO3 concentrations in the shoots in comparison to conventional hydroponics, which is a good-quality sign [119]. Similarly, Wang et al. (2019) [26] observed that when half of the mineral fertilizer was replaced by poultry manure digestate, the lettuce yield was not affected and the nutritional quality was significantly improved: the leaf soluble sugar content increased, and the leaf NO3 content decreased. When the digestate was used as the sole fertilizer, the nutritional quality of the lettuce was also improved, but the shoot weight was only 51% of that obtained with the inorganic fertilizer. This was attributed to the lack of P, Ca, and Mg in the digestate (4.3 mg/L, 8.1 mg/L and 0.7 mg/L, respectively) (Table 2).
This potential nutrient imbalance of the digestate for plant growth has particularly been highlighted in studies focusing on high-nutrient-demanding plants with longer growth cycles, e.g., tomatoes. After testing the liquid fraction of poultry litter digestate on lettuce [44], Liedl et al. (2004)b [162] also studied its use on bioponically grown tomatoes. When the digestate was the sole fertilizer, the plants showed NH3 toxicity and Mg deficiency and produced fewer and smaller tomatoes than under chemical fertilization. The Mg concentration in the organic solution was only 13 mg/L, in comparison to the 50–80 mg Mg/L usually recommended in hydroponics (Table 2), and 100% of N, to which tomato is particularly sensitive, was present in the form of NH4+. The rapid uptake of NH4+ can increase the NH3 concentration within the plant cells and is highly toxic [163]. The increasing demand for carbon skeletons that are required to detoxify this excess NH3 can affect plant growth negatively [120,121,122,123,124,125,163]. Excess NH4+ assimilation also typically generates Mg deficiency, which decreases plant productivity and results in poor fruit quality [106,163,164,165]. As a result, while an N-NH4+:N-NO3 ratio of 25:75 can be recommended for most plants [124,126,127,128,129], a maximum ratio of 10:90 is more suitable for tomatoes [164]. Hence, to counteract NH3 toxicity and improve the N-NH4+:N-NO3 ratio, Liedl et al. (2004)b [162] first heated and air-sparged the solution, which had the effect of removing more than 75% of the total ammonia nitrogen (TAN). Then, calcium nitrate (Ca(NO3)2) was added to adjust the total N to that of the chemical solution. Finally, magnesium sulfate (MgSO4) was added to reach the Mg concentrations of the chemical solution (108 mg/L). With these different adjustments, the digestate nutrient solution resulted in yields similar to those obtained with chemical fertilizer. Mupambwa et al. (2019) [158] made similar observations using the liquid fraction of cow manure digestate on bioponically grown tomatoes. When used as the sole fertilizer, the digestate solution concentrated at 10%—the dilution ratio established to avoid phytotoxicity—did not contain sufficient N and P macro-nutrients for efficient plant growth. Additionally, even when supplemented with chemical fertilizer, the digestate treatments resulted in 275% lower fruit yield on average in comparison to the control treatment, although positive effects on fruit sugar content were observed.
Table 5 summarizes the main studies mentioned above, with the organic materials and anaerobic digestion method used.

3.3.3. Drawbacks of the Method

The use of anaerobic digestates to produce nutrient solutions for bioponics leads to rather heterogenous results, caused by potential phytotoxicity of the digestate [25,41,44]. The latter is associated with several aspects.
Firstly, the digestates are often reported to have high levels of BOD, chemical oxygen demand (COD), and residual organic compounds, depending on the efficiency of mineralization [29,78,150]. As already mentioned for the tea method, these aspects can have adverse effects on plant growth because undesired or excessive microbial growth may develop in the bioponic system and asphyxiate plant roots and other beneficial microorganisms [110,131,132,135]. Additionally, residual organic compounds may include plant-toxic compounds [110]. Secondly, digestates usually have a high pH (7–8) [78,150]. This can have adverse effects on nutrient bioavailability and plant growth, as a pH of 5.5–6.5 is usually recommended [1,106]. Furthermore, when the pH in the solution reaches values above 7.5, which was the case for most of the studies mentioned above [25,26,41,104,158], a significant portion of NH4+ in solution is converted into NH3, which is toxic to plants even at low concentrations [166,167,168]. Thirdly, digestates often have an unbalanced N-NH4+/N-NO3 ratio, relative to the usually recommended 25:75 ratio [124,126,127,128,129]. As nitrification cannot take place in anaerobic conditions, NH4+ is the predominant form of mineral N in the digestate and can be found in very large quantities [120,121,122,123,124,125,169]. These too-high levels of BOD, COD, toxic organic compounds and/or NH4+-NH3 explain why digestates are usually strongly diluted, i.e., between 1:4 and 1:100 [25,26,41,44,104,158,162]. However, a compromise has to be found to avoid nutrient deficiencies. Scarcity in Mg, Ca and P has been observed in several studies when using only the liquid fraction of digestate [26,158,162]. Although digestates inherit the mineral characteristics of the original material they are derived from, these low concentrations can also be explained by the very nature of AD: the newly mineralized nutrients P, Mg and Ca tend to precipitate during the AD process in the form of calcium or magnesium phosphate, due to a rise in pH that often occurs during AD [78,150]. This contrasts with the newly mineralized N in the form of NH4+, which mostly remains in solution [150]. Therefore, the liquid fraction of digestates tends to have low concentrations of P, Mg and Ca but be enriched in N minerals, while it is the opposite for the solid fraction [78,150,155].

3.3.4. Discussion on the Method and Potential Lines of Improvement

AD of organic materials can produce organic fertilizer for bioponics, even though several challenges have to be met. If carried out efficiently, this process can mineralize and stabilize all kinds of organic residues [78,150]. Compared to aerobic mineralization, AD is a simpler process with lower energy demand, as it does not require intensive air pumps [136]. It also has the potential to produce biogas and provide an additional resource to the stakeholders, even smallholder farmers, as biogas production can be achieved on a small scale in a low-tech manner.
In crops with a short lifecycle and a relatively low nutrient demand such as lettuce, digestate solution can completely replace chemical fertilizers without facing any adverse effects, even improving the nutritional quality of the produces [25,26]. However, these positive results were obtained only when the digestates were sufficiently diluted, highlighting potential phytotoxicity associated with various aspects: Potential excessive BOD, COD and residual organic compounds; high pH; imbalanced NH4+/NO3 ratio and too-high NH4+-NH3 levels. Furthermore, digestate-based solutions can be depleted in P, Ca and Mg [26,158,162] as liquid digestate tends to be depleted in P, Ca and Mg after liquid-solid separation. Several lines of action can be explored to avoid these deficiencies. Firstly, ways of recovering minerals of the solid fraction should be further explored [78,150], e.g., its use as a growing medium. Secondly, an external supply of nutrients can be made: MgSO4 salts can be added to the nutrient solution to counteract Mg deficiency, giving good results in tomatoes [162], or via foliar application. In the case of P and Ca, phosphoric acid (H3PO4), calcium carbonate or calcium hydroxide during bioponic cultivation could have the double benefit of acting as pH regulators while supplementing the plants in P and Ca minerals. Organic nutrient sources rich in P and Ca could also be used, such as bone meal (Table 1). P can also be added via the foliar application of KH2PO4 [170]. The efficient control of the pH to maintain it below 7.5 during cultivation is a key factor to avoid mineral deficiencies, as digestate often has high initial pH values (8–8.5) that can result in the formation of insoluble calcium phosphate compounds in the nutrient solution [171,172,173]. Finally, the original feedstock for AD should be chosen wisely, according to the plant’s needs. For instance, digestates derived from poultry litter or swine effluent will be more suitable for high-N-demanding crops such as vegetables because they are particularly rich in nitrogen [78] (Table 1). On the other hand, digestates derived from dairy feedstock and plant residues will be more suitable for high K- and P-demanding plants such as leguminous crops or plants at the blooming or reproductive phase (e.g., tomato) because these materials usually have more balanced concentrations of K, P and N (Table 1) [78].
Besides nutrient scarcities, the imbalance of the N-NH4+/N-NO3 ratio and too high NH4+-NH3 concentrations appear to make digestates unsuitable as sole fertilizers of high-nutrient-demanding plants particularly sensitive to NH4+, e.g., tomato. Several strategies could be tested to counteract NH4+ toxicity. Firstly, a balance of the N-NH4+/N-NO3 ratio can be reached by adding N-NO3, e.g., calcium nitrate, and possibly removing N-NH4+, e.g., by heating and air sparging the solution [162]. Secondly, high N-NH4+ uptake by the plant roots acidifies the nutrient solution, which can be deleterious for optimal nutrient bioavailability [1,106,163,164]. As a consequence, efficient pH management to maintain the pH between 5.5 and 7 is a way of hindering N-NH4+ toxicity. Thirdly, adding silicon (Si) to the bioponic solution could be a promising avenue in bioponics because Si is known to mitigate N-NH4+ toxicity in soils [174,175]. Si supply has already been used in hydroponics as a way of mitigating salt stress on plants via potassium silicate or calcium silicate addition [174,176,177]. The field of application of Si could thus be explored and widened to bioponics to deal with excess N-NH4+ in the nutrient solution and other biotic or abiotic stresses. The high N-NH4+/N-NH3+ ratio found in digestate solutions could also be more acceptable in certain contexts. A ratio of 1:1 can be suitable to reduce the negative impacts of abiotic stress in salinity conditions, resulting in a higher yield and better crop quality [173,178]. Finally, carrying out a second digestion process in aerobic conditions after AD could convert NH4+ into NO3 through nitrification.

3.4. Method Combining Anaerobic Digestion and Microbial Aerobic Mineralization

3.4.1. Principles

Aerobic mineralization could mitigate digestate drawbacks by allowing nitrification, and potentially further mineralizing the remaining organic compounds which would result in a decrease in BOD, DOC, organic acid levels and the N-NH4+/N-NO3 ratio. Moreover, nitrification is a biochemical process that acidifies the medium and can address the issue of the too-high pH of digestates (7.5–8.5) [78]. This could help solubilize other minerals in digestate solutions such as P, Ca or Mg. In Botheju et al.’s (2010) [29] study, the aerobic mineralization of an anaerobic digestate using sequential batch reactors and nitrifying bacteria inoculum not only improved the N-NH4+/N-NO3 ratio of the digestate (more than 75% of N-NH4+ conversion into N-NO3), but also improved its stability (40% reduced COD and improved aesthetic quality, i.e., an odorless and translucent solution). Additionally, the pH went down from 8 in the original digestate to 5 once nitrified. Heavy metal levels were also reduced, as they remained fixed in the sludge during nitrification through adsorption and sedimentation. Similarly, in Zhang et al.’s (2011) [179] study, the aerobic treatment of pig manure digestate via intermittently aerated sequencing batch reactors showed high nitrification efficiency (71–79%), and COD reduction (89–99%). Parravicini et al. (2008) [180] observed that the aerobic treatment of sewage sludge digestate induced a 16% decrease in the remaining organic content.

3.4.2. Use of Combined Anaerobic Digestion and Aerobic Mineralization Methods for Bioponic Cultivation

With the aim of producing Pak choy (Brassica rapa) in bioponics, Bergstrand et al. (2020) [2] carried out a 2-week nitrification treatment of an anaerobic digestate, using aeration and bio-carriers. During the aerobic treatment, the pH was maintained at 5.5–6.0 by adding un-nitrified digestate (pH 8.0), as nitrification lowered the pH. Following this step, the nitrified digestate was diluted at three different ratios and incorporated into hydroponic systems, according to an EC of 1, 2 or 3 ms/cm. While the product quality was improved in some aspects, i.e., increased vitamin K, beta-carotene and lutein content, the mean fresh weights were 50% lower than under the control conditions, with lower nutrient (N, P, S) content in the leaves. The P, Ca and Mg concentrations in the nutrient solutions were below the typically recommended optimal concentrations, even for the least diluted treatment (8.2 mg/L of P, 99 mg/L of Ca, 8.6 mg/L of Mg in the EC 3 ms/cm treatment, as opposed to the recommended 15–30 mg/L of P, 150–200 mg/L of Ca, 50–80 mg/L of Mg). The nutrient composition of the nitrified digestates also suggests that the nitrification process was not optimal/efficient: relatively high amounts of NH4+ and NO2 remained in the solution when introduced in the hydroponic system, i.e., an N-NO3:N-NO2:N-NH4+ ratio of 1.25:1:1 for all three diluted solutions (Table 2). NO2 is well known to be toxic to plants, even at low concentrations [181]. Pelayo Lind et al. (2021) [30] obtained encouraging results on Bok choy (Brassica rapa). They tested the impact of nitrification on a plant-derived anaerobic digestate directly in hydroponic systems and/or prior to its use in the recirculating systems via bioreactors integrated with and/or external to the system. The bioreactors consisted in moving bed biofilm reactors of 100 L barrels with air pumps and biofilm carriers previously inoculated with active sludge from a municipal water treatment plant. When the digestate was sieved and diluted to an appropriate N-NH4+ concentration (200 mg/L), all bioreactors performed nitrification efficiently, and satisfactory yields were obtained. The P, K and Mg concentrations were little impacted by the process (+7.9% P, +4.2% K, −8.7% Mg). The macro and micronutrient concentrations in the final nitrified solution were similar to the ones of the chemical control, except for Ca (−30.9%). The fact that bioreactors were integrated into and/or external to the hydroponic system did not influence plant growth, but pH management did. Yields similar to those obtained with a chemical fertilizer were achievable when the pH in the hydroponic system was automatically controlled during plant growth (i.e., maintained around 6) via the addition of un-nitrified digestate. This method could limit the use of mineral acids in bioponics. In the absence of automation, adding relatively large volumes of digestates every 48 h resulted in wide pH variations (5.0–7.0), which most likely negatively affected plant nutrient uptake. These observations show the importance of pH dynamics and the potential of efficient pH management in bioponics, which have been studied very little so far. Tomato—a more demanding plant particularly sensitive to NH4+—was successfully cultivated by Kechasov et al. (2021) [105] using aerobic mineralization from a pig manure digestate. The biological process was carried out by a nitrification bioreactor integrated with a closed-loop recirculating hydroponic system, similar to an aquaponic system. The organic-based nutrient solution resulted in reduced growth in comparison to conventional hydroponics, but increased fruit size so that the resulting yield was similar under the two conditions. The reduced growth was attributed to lower nutrient content in the organic solution (21.0 ± 15.4 mg/L of N-NO3, 26.1 ± 16.7 mg/L of P, 30.9 ± 24.6 mg/L of K, 16.8 ± 4.4 mg/L of Ca and 4.8 ± 1.9 mg/L of Mg) (Table 2). However, nitrification was efficient, and no phytotoxicity was observed: N-NH4+ and N-NO2 concentrations remained below 5 mg/L (Table 2).
These studies suggest that an effective nitrification step and efficient pH management of the nutrient solution during plant cultivation can make anaerobic digestates effective as sole fertilizers in bioponics by suppressing or mitigating potential digestate phytotoxicity. Aerobic mineralization can be performed just after AD, but it can also start/continue in the hydroponic systems [30,105], using a biofilter to reinforce the process, as discussed in Section 3.2.3. This would make it possible to add anaerobic digestate during plant cultivation and thus better meet the plant’s needs. Notably, the method developed by Shinohara et al. (2011) [21] can be applied to all kinds of anaerobic digestates, with the creation of bacterial inoculum and controlled addition of digestate in the hydroponic systems to promote nitrification.
Table 6 summarizes the main studies mentioned above, with the organic materials and the combined anaerobic-aerobic degradation method used.

3.4.3. Discussion on the Method

AD followed by aerobic mineralization appears to be a promising way of producing nutrient solutions for bioponics because it combines the benefits of the two methods. When performed efficiently, the first step of AD results in the effective degradation of various organic materials, even plant residues, associated with biogas production. The resulting digestate is a rather homogenized product, free of the majority of pathogens, with high levels of inorganic N in the form of NH4+ [78,150] that can be transformed into NO3 via aerobic mineralization. The aerobic process also results in a lower pH and a decrease in the remaining organic compounds more suitable for plant cultivation [29]. However, this method still faces challenges. The aerobic step and more specifically the nitrification process need to be efficient and fully completed. If not, NO2 produced during the nitrification process can accumulate in the solution [2], and be highly toxic to plants [181]. NO2 accumulation can result from low DO and high levels of NH4+-NH3, as the development of nitrite-oxidizing bacteria can be inhibited and outperformed by ammonium-oxidizing microorganisms [29,145,146,179]. The NH4+ concentration at the initial stage of digestate mineralization should thus be controlled, and oxygenation of the solution should be effective. As discussed in Section 3.2.4, using a microbubble generator to better oxygenate the solution and adding a solid removal compartment during the aerobic stage and/or plant cultivation could improve nitrification efficiency and mineralization, and needs to be further investigated.
Another challenge of this combined method is the complete fertilization of plants by the sole addition of digestate. If the digestate—and more generally the primary organic materials of AD—is limited for P, Ca, K, or other essential minerals; the impact of the method on plant growth will be limited, despite an efficient technique. This brings us back to the choice of the organic materials used for producing nutrient solutions, which should be made wisely (Section 2), and to the ways of compensating for the typical nutrient deficiencies of liquid digestates (Section 3.3.4). The use of the solid fraction of digestates and/or the addition of components during plant cultivation to counteract specific nutrient deficiencies should be further studied. Controlling the pH is also determining the efficacy of the method on plants [2,30,105], and can be optimized using automatic pH control devices. However, this type of equipment, as well as the other devices that this technique could require (an efficient solid removal compartment, an efficient oxygen pump and regular mineral analyses of NO2, NO3 and NH4+) can be limiting factors for smallholder farmers in remote areas or in developing countries who do not have access to those facilities.

4. General Discussion and Perspectives

The development of methods for producing nutrient solutions based on organic waste is crucial for the deployment of sustainable hydroponics throughout the world. In the last three decades, various methods have been used and tested. This review (1) described the main currently used organic materials, and (2) characterized and categorized the different methods of producing organic nutrient solutions, resulting in four groups based on the main biochemical processes involved: (1) the “tea”-type method, (2) the aerobic microbial degradation method, (3) the anaerobic digestion (AD) method, and (4) the combined anaerobic and aerobic degradation method. While the last three techniques involve in-depth decomposition and mineralization processes of organic materials via relatively long microbial processing, the tea method involves simple dissolving or “maceration” of organic materials over a short time period, solubilization of the minerals already present in the materials, and a low level of mineralization. The resulting tea-based nutrient solution strongly depends on the quality of the primary organic materials and their ability to meet the plant’s needs. This rapid method requires little technical expertise and equipment and could be adapted to short life-cycle crops, and to organic materials rich in nutrients in their mineral form or rapidly mineralizable. Efficient pre-composting of the organic materials before maceration can greatly improve the quality of the solution in relation to the plant’s needs. Conversely, the methods involving in-depth decomposition and mineralization of organic matter can be suitable for more crops, and more types of organic materials can be used. Among them, the AD of materials can lead to a mineral-rich fertilizer made from diverse organic sources, while combining biogas production. However, AD results in high concentrations of ammonium (NH4+), making this method unsuitable for plants particularly sensitive to it (e.g., tomato). The liquid fraction of the digestates also tends to be limiting in P, Ca and Mg, as opposed to the solid fraction. Therefore, the efficient use of biogas digestates in the long life-cycle crops with a high nutrient demand can require adding essential nutrients; the recovery of the solid fraction of the digestate; as well as efficient pH management during plant cultivation. In the meantime, ways of counteracting NH4+ toxicity can also be explored, as well as contexts in which N supply mostly in the form of NH4+ can be positive. Aerobic mineralization following AD, before and/or during cultivation by adding a biofilter compartment to the hydroponic system can also respond to this issue by allowing NH4+ to be converted into nitrate (NO3) via aerobic nitrification. NO3 can then become the major form of mineral N, preferably taken up by most plants. Together with a solid removal compartment, the use of an oxygenated biofilter in the hydroponic system as a compartment specifically dedicated to mineralization and nitrification can significantly improve the nutrient solution quality and allow adding organic fertilizers during plant cultivation. This form of bioponics, in which the main mineralization process is carried out within the hydroponic system as in aquaponics, could be termed “in-situ bioponics”. It can be opposed to “ex-situ bioponics”, which creates a liquid biofertilizer before plant cultivation, with no compartment dedicated to mineralization within the hydroponic system (e.g., the tea method and AD). Aerobic microbial degradation potentially allows for the cultivation of all kinds of crops, provided that it is led efficiently; otherwise, phytotoxic intermediates may accumulate. This method is complex because it requires technical knowledge and efficient control of the physicochemical parameters in the solution. It is also more energy-intensive because constant oxygenation of the solution is needed.
Each method has its advantages and drawbacks, depending on the context and the crop. Moreover, regardless of the method, the type of initial organic input obviously remains a crucial factor in the quality of the nutrient solution obtained and its effectiveness on plants. Potential nutrient deficiencies or excesses, or the presence of toxic substances in the organic sources remain major challenges for bioponics and its performance, even with efficient and optimized methods. Although some research has been made, more studies are required to expand the knowledge and potential of this technique and make it efficient and accessible to the general public. They should include the study of (1) the dynamics and management of the main physicochemical parameters; (2) the microbiota to better understand the biochemical processes and optimize the method, and explore the potential of plant-growth-promoting microorganisms; (3) the mineral losses occurring during the decomposition and mineralization of the organic materials, and notably the potential pollution generated by the process; (4) the health risks associated with the use of organic materials for bioponics, and ways of mitigating these risks and (5) socio-economic and financial analyses of bioponics to assess its feasibility and viability in different contexts. The research subjects are diverse, and the potential of this technique remains to be explored.

Author Contributions

Writing—original draft preparation and editing, I.S.; Review and editing, I.S. and M.H.J.; Supervision M.H.J. All authors have read and agreed to the published version of the manuscript.

Funding

This research was produced with the financial support of the European Union, within the framework of the SWIM project (funding EC ENI/2020/417-484). Its content is the sole responsibility of the University of Liège and does not necessarily reflect the opinions of the European Union.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the writing of the manuscript; or in the decision to publish the study.

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Figure 1. Summary diagram of tea, aerobic microbial degradation, anaerobic digestion and combined anaerobic–aerobic degradation methods for the production of organic nutrient solution.
Figure 1. Summary diagram of tea, aerobic microbial degradation, anaerobic digestion and combined anaerobic–aerobic degradation methods for the production of organic nutrient solution.
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Figure 2. Schematic of organic materials aerobic degradation integrated and/or external to the bioponic system.
Figure 2. Schematic of organic materials aerobic degradation integrated and/or external to the bioponic system.
Water 14 03975 g002
Table 2. Chemical and nutrient properties of organic nutrient solutions used on plants (in mg/L). EC, electro-conductivity; N, nitrogen; N-NO3, nitrate-nitrogen, N-NH4+, ammonium-nitrogen, N-NO2, nitrite-nitrogen; P, phosphorus; K, potassium; Ca, calcium; Mg, magnesium.
Table 2. Chemical and nutrient properties of organic nutrient solutions used on plants (in mg/L). EC, electro-conductivity; N, nitrogen; N-NO3, nitrate-nitrogen, N-NH4+, ammonium-nitrogen, N-NO2, nitrite-nitrogen; P, phosphorus; K, potassium; Ca, calcium; Mg, magnesium.
StudyPrimary Organic MaterialpHEC
mS/cm
N Content PKCaMg
NN-NO3N-NH4+N-NO2
Classical mineral solution 15.5–6.5n.a. n.a.80.0–150.010.0–30.0n.a.15.0–30.0100.0–150.0150.0–200.050.0–80.0
Tea method
[23]Chicken manure5.5–6.51.8–2.094.0n.a. 2n.a.n.a.80.01596.0106.081.6
[5]Vermicompost7.90.51.31.00.3n.a.2.445.4449.040.1
[34]Chicken manure 8.0–8.21.5–1.8n.a.0.6284.6n.a.n.a.n.a.44.020.6
Cow manure8.0–8.30.5–0.8n.a.3.511.9n.a.n.a.n.a.62.445.4
Turkey manure 7.8–8.00.5–0.7n.a.11.735.2n.a.n.a.n.a.23.229.1
[45]Compost7.6–8.3n.a.n.a.6.0 ± 0.72.0n.a.6.0 ± 0.684.0 ± 9.040.0 ± 5.019.0 ± 2.0
[22]Compostn.a.2.5–3.6n.a.13.5n.a.n.a.n.a.24.0 ± 3.077.0 ± 0.130.0 ± 0.1
Microbial aerobic degradation
[21]Fish-basedn.a.n.a.n.a.225.0 ± 13.00n.a.n.a.28.866.310.1
[103]Goat manure7.43.2n.a.44.7n.a.n.a.42.1360.0250.067.0
[43]Chicken manure8.4 ± 0.2n.a.19.6 ± 3.511.2 ± 7.57.0 ± 2.51.5 ± 0.8 53.9 ± 14.8 n.a.n.a.n.a.
Anaerobic digestion method
[44]Poultry litter5.31.3n.a.043.60410.8216.051.715.8
[104] 3Food waste7.71.7n.a.18.6 ± 0.142.7 ± 0.0n.a.1.9 ± 0.0103 ± 0.140.9 ± 0.451.1 ± 1.3
[41] 4Distillery slop, sugarcane leaves7.0–8.02.5–3.0160.0n.a.n.a.n.a.4.0820.0n.a.n.a.
[25] 5N.D.7.52.5182.52.2175.0n.a.7.0185.088.056.7
[26] 6Poultry manuren.a.1.2 ± 0.1104.1n.a.n.a.n.a.4.394.68.10.7
Combined anaerobic digestion and aerobic degradation
[2]Slaughterhouse and organic household waste, manuren.a.2.0n.a.90.075.072.04.1120.059.55.1
[30]Plant-based residues5.01.8182.090.014.07841250.076.021.0
[105]Pig manure 6.3 ± 1.00.5 ± 0.2n.a.21.0 ± 15.42.5 ± 4.70.4 ± 0.426.1 ± 16.730.9 ± 24.616.8 ± 4.44.8 ± 1.9
Notes: 1 Jones, 2014 [106]; 2 n.a., not available; 3 20% diluted solution; 4 Solution F3 (distillery slop:sugar cane leaves:water 1:0.1:0.25 v/w/v); 5 Digestate dilution 1:4, v/v, 10.43 mmol/L solution; 6 2.6% digestate solution.
Table 3. Main organic materials and method of tea for the production of nutrient solution used in different types of bioponics.
Table 3. Main organic materials and method of tea for the production of nutrient solution used in different types of bioponics.
StudyMain Organic MaterialsMain MethodHydroponic SystemCultivated Plant
[34]Chicken, cow or turkey manure2-day aerated tea
(0.66, 1.66 or 3.33 g/L manure)
Ebb and flowLettuce (Lactuca sativa) and kale (Brassica napus)
[23]Chicken, pigeon or buffalo manure2-day nonaerated tea
(250 g/L manure)
NFT 1Lettuce
(Lactuca sativa)
[102]Bat, cattle or pig manure (dried and ground)1-day nonaerated tea
(1:50 ratio manure:water)
DWC 2Lettuce
(Lactuca sativa.)
[45]Compost (from food waste products)2-day aerated tea
(200 g/L compost)
Ebb and flowWisconsin Fast Plants™
(Brassica rapa)
Notes: 1 NFT, nutrient film technique; 2 DWC, deep water culture.
Table 4. Main organic materials and method of aerobic degradation for the production of nutrient solution used in different types of bioponics.
Table 4. Main organic materials and method of aerobic degradation for the production of nutrient solution used in different types of bioponics.
StudyMain Organic MaterialsMain MethodHydroponic SystemCultivated Plant
[21]Fish-based soluble fertilizer or corn steep liquor(1) 12 to 170-day aeration of water with fertilizer (1–1.5 g/L) and bark compost (1 g/L)
(2) Plant cultivation with solution aeration and fertilizer addition
DWC 1 (floating raft) and NFT 2Tomato
(Solanum lycopersicum)
and lettuce
(Lactuca sativa)
[40]Solid food waste (milled and dried)(1) 64-day aeration of water with fertilizer (4 g/L) and bark compost (5 g/L); (2) Plant cultivation with solution aeration and fertilizer additionDWC (floating raft)Lettuce
(Lactuca sativa)
[24]Goat manure (dried and ground)30-day aeration of water with compost (10 g/L) and fertilizer (0.25 g/L/day during the first 15 days) DWC (floating raft)Tomato (Solanum lycopersicum)
[43]Chicken manureAeration of water with manure placed in a biofilter (200, 300 or 400 g dry wt) and liquid compost (20 mL/L) within the hydroponic systemNFTLettuce
(Lactuca sativa)
Notes: 1 DWC, deep water culture; 2 NFT, nutrient film technique.
Table 5. Main organic materials and method of anaerobic digestion for the production of nutrient solution used in different types of bioponics.
Table 5. Main organic materials and method of anaerobic digestion for the production of nutrient solution used in different types of bioponics.
StudyMain Organic MaterialsMain MethodHydroponic SystemCultivated Plant
[44]Broiler litterThermophilic (56 °C) anaerobic digestion (30-day HRT)NFT 1Lettuce
(Lactuca sativa)
[104]Food and vegetable wasteMesophilic anaerobic digestion
(<36 °C)
DWC 2Silverbeet
(Beta vulgaris L.)
[158]Cow manureMesophilic anaerobic digestion (30 °C)DWCTomato (Solanum lycopersicum)
[41]Molasses, distillery slop, sugarcane leavesMesophilic anaerobic digestion (ambient temperature) for 30 daysNFTLettuce
(Lactuca sativa)
[155]Maize, silage, triticale silage, cow slurry, grape stalksAnaerobic digestion; liquid digestate dilution as nutrient solution and solid digestate as substrateDWCLettuce
(Lactuca sativa)
Notes: 1 NFT, nutrient film technique; 2 DWC, deep water culture.
Table 6. Main organic materials and method of combined anaerobic and aerobic degradation for the production of nutrient solution used in different types of bioponics.
Table 6. Main organic materials and method of combined anaerobic and aerobic degradation for the production of nutrient solution used in different types of bioponics.
StudyMain Organic MaterialsMain MethodHydroponic SystemCultivated Plant Species
[2]Organic household and slaughterhouse waste, manure(1) AD; (2) 14-day aeration of diluted digestate with bio-carriers;
(3) Plant cultivation with digestate addition
NFT 1Pak Choi (Brassica campestris v. Chinensis)
[30]Plant residues(1) Mesophilic AD (80-day HRT);
(2) Digestate aeration integrated or external to the hydroponic system with moving bed biofilm reactor (inoculated with active sludge);
(3) Plant cultivation with digestate addition
NFTPak Choi (Brassica rapa v. Chinensis)
[105]Pig manure(1) Mesophilic AD (~37 °C, 10-day HRT);
(2) Autoclavation of liquid digestate;
(3) Digestate aeration integrated into the hydroponic system with a moving bed biofilm reactor;
(4) Plant cultivation with digestate addition
Aeroponics (Low-pressure)Tomato (Solanum lycopersicum)
Note: 1 NFT, nutrient film technique.
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Szekely, I.; Jijakli, M.H. Bioponics as a Promising Approach to Sustainable Agriculture: A Review of the Main Methods for Producing Organic Nutrient Solution for Hydroponics. Water 2022, 14, 3975. https://doi.org/10.3390/w14233975

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Szekely I, Jijakli MH. Bioponics as a Promising Approach to Sustainable Agriculture: A Review of the Main Methods for Producing Organic Nutrient Solution for Hydroponics. Water. 2022; 14(23):3975. https://doi.org/10.3390/w14233975

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Szekely, Iris, and M. Haïssam Jijakli. 2022. "Bioponics as a Promising Approach to Sustainable Agriculture: A Review of the Main Methods for Producing Organic Nutrient Solution for Hydroponics" Water 14, no. 23: 3975. https://doi.org/10.3390/w14233975

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