The main effects of cereals and legume species, along with their mixtures on vegetation height, forage yield, dry matter, crude protein, crude ash and crude fat in hydroponic fodder production are summarized in Table 2. The results indicated that vegetation height was significantly influenced by the cereal treatments (p<0.05). Barley-based mixtures exhibited the tallest vegetation height at 13.81 cm, while triticale-based mixtures showed a significantly lower value of 12.68 cm. The legume species in the mixtures did not exhibit significant differences in vegetation height, with values ranging from 13.00 cm (mixtures containing forage pea) to 13.61 cm (mixtures containing soybean). In mixture treatments, the 0% legume mixtures (100% cereals) achieved the highest vegetation height (13.35 cm), indicating that legume species and mixture ratios did not significantly affect this parameter. Forage yield varied significantly between treatments, with barley-based mixtures (21.26 kg m
-2) and triticale-based mixtures (21.44 kg m
-2) exhibiting similar yields. Among legumes, mixtures containing common vetch yielded the highest biomass (21.60 kg m
-2). The 5% legume mixtures produced the highest yield (22.00 kg m
-2), suggesting that moderate legume inclusion boosts forage productivity. Dry matter content was significantly higher in barley-based mixtures (19.36%) compared to triticale-based mixtures (15.30%), while mixtures containing soybean exhibited the highest dry matter among legumes (17.49%). The 0% legume mixtures also produced the highest dry matter (18.41%). Crude protein content was highest in triticale-based mixtures (18.46%), with the addition of legumes at higher proportions (20%) significantly enhancing the crude protein levels in the mixtures. Crude ash content in triticale-based mixtures reached the highest value (3.56%), while mixtures containing soybean ranked highest among legumes (3.47%). Crude fat content was also highest in triticale-based mixtures (3.56%), mixtures containing soybean (3.85%) and 20% legumes mixtures (3.62%).
The main effects of cereals, legume species and their mixtures on neutral detergent fiber, acid detergent fiber, metabolizable energy, digestible dry matter, dry matter intake and relative feed value in hydroponic fodder production are presented in Table 3. Neutral detergent fiber (NDF) content was significantly affected by treatments (p<0.05). Barley-based mixtures exhibited the highest NDF value (39.49%), while triticale-based mixtures had a lower NDF (31.45%). Among legumes, mixtures containing common vetch produced the highest NDF (36.43%) and in mixture treatments, the 5% legume mixtures resulted in the highest NDF (38.82%). As legume inclusion increased, NDF decreased, with the 20% legume mixtures having the lowest NDF (31.09%). Acid detergent fiber (ADF) content followed a similar trend, with barley-based mixtures (23.57%) showing the highest value and triticale-based mixtures (19.14%) the lowest. Mixtures containing common vetch also showed the highest ADF among legumes (21.76%). Increasing legume proportions lowered ADF, with the 20% legume mixtures reducing ADF to 20.02%. Metabolizable energy was significantly higher in triticale-based mixtures (11.83 MJ kg
-1) compared to barley-based mixtures (11.17 MJ kg
-1) and the 20% legume mixtures (11.70 MJ kg
-1) had the highest energy content among mixture treatments. Digestible dry matter (DDM) was significantly higher in triticale-based mixtures (73.99%) compared to barley-based mixtures (70.54%) and among legumes, mixtures containing soybean had the highest DDM (72.85%). Dry matter intake (DMI) was highest in triticale-based mixtures (3.87%) and mixtures containing forage pea (3.57%) among legumes, with the 20% legume mixtures (3.90%) exhibiting the highest intake.
The main effects of cereals, legume species and their mixtures on the calcium, magnesium, potassium and phosphorus contents in hydroponic fodder production are presented in Table 4. Calcium (Ca) content was significantly affected by cereals, legume species and mixture treatments (p<0.05). Triticale-based mixtures exhibited higher Ca content (0.56%) than barley-based mixtures (0.51%) and mixtures containing common vetch showed the highest Ca content among legumes (0.56%). The 5% legume mixtures had the highest Ca concentration (0.60%). Magnesium (Mg) content was highest in mixtures containing soybean (0.51%) and triticale-based mixtures (0.49%) showed higher Mg than barley-based mixtures (0.48%). Potassium (K) content was highest in triticale-based mixtures (1.09%) and mixtures containing soybean (1.01%), with the 20% legume mixtures (1.02%) producing the highest K value. Phosphorus (P) content was also highest in triticale-based mixtures (0.30%) and mixtures containing soybean (0.29%), with the 20% legume mixtures (0.29%) having the highest P content.
Hydroponic systems, recognized for their efficient use of limited water and soil resources, are increasingly considered vital for sustainable feed production
(Naik et al., 2015). In such systems, species selection plays a critical role in maximizing yield and feed quality
(Ansari et al., 2019; Thomas and Thomas, 2021;
Upreti et al., 2022; Alemnew and Mekuriaw, 2023). Cereals, particularly barley, exhibit superior growth and biomass production in hydroponic conditions, making them a preferred species due to their rapid growth and high yield
(Nikkhah, 2013;
Gebremedhin et al., 2015; Emam, 2016;
Ozkan, 2022). The findings of the present study align with the literature, confirming that the choice of cereal species is a pivotal factor influencing productivity in hydroponic fodder systems.
However, feed composed solely of cereals may be nutritionally limited, particularly with respect to protein content. To address this issue, incorporating legumes into cereal-based hydroponic systems has been shown to enhance feed nutritional value and contribute to the sustainability of production
(Ganguly et al., 2020; Akman et al., 2021; Badran et al., 2023; Soufan, 2023;
Elghalmi et al., 2024). In this study, the inclusion of legumes in cereal-based hydroponic systems positively impacted both yield and feed quality. Mixtures containing 5-10% legumes, in particular, significantly increased forage yield, likely due to synergistic plant interactions and improved nutrient availability. These results are in agreement with existing literature, which highlights the potential of moderate legume supplementation to enhance overall forage yield.
The findings related to feed nutrient content are also noteworthy. The inclusion of legumes, especially soybeans, in the mixtures significantly enhanced crude protein, ash and fat levels, which can be attributed to the protein-rich nature of legumes. These results align with previous studies that emphasize the high protein content and superior digestibility of legumes in comparison to cereals
(Contreras et al., 2015; Jemimah et al., 2018; Ganguly et al., 2020; Jolad et al., 2020; Kabir et al., 2021; Soufan, 2023).
The effect of legume supplementation on the dry matter content of the feed presented a complex dynamic. In the present study, while cereals, especially barley-based mixtures, generally contributed higher dry matter content due to their substantial biomass production capacity, the addition of legumes often led to a reduction in the overall dry matter content. Therefore, achieving a balance between dry matter and protein content is crucial for optimizing feed nutritional value. Careful management of legume and cereal proportions is necessary to maintain this balance
(Eskandari et al., 2009; Santos et al., 2012; Baghdadi et al., 2016).
In terms of fiber content, the results of present study showed that legume inclusion significantly lowered levels of neutral detergent fiber (NDF) and acid detergent fiber (ADF), improving feed digestibility and making it a more efficient feed source for livestock. These findings are consistent with studies that highlight legumes’ role in enhancing feed digestibility and efficiency
(Baghdadi et al., 2016; Iqbal et al., 2018; Soufan and Al-Suhaibani, 2021;
Badran et al., 2023; Soufan, 2023;
Elghalmi et al., 2024). Thus, incorporating legumes into cereal-based hydroponic feeds not only enhances nutrient content but also improves the overall digestibility of the feed, allowing for more efficient livestock nutrition.
Moreover, the present study demonstrated that legume supplementation significantly increased metabolizable energy levels in the feed. The ability of cereals to increase energy density and the addition of protein-rich legumes further boosted the overall nutritional value of the feed
(Lithourgidis and Dordas, 2010;
Soufan and Al-Suhaibani, 2021;
Soufan, 2023).
Notably, a 20% legume supplementation significantly enhanced dry matter intake (DMI), digestible dry matter (DDM) and relative feed value (RFV), indicating that legumes positively influence feed intake and improve feed efficiency in livestock
(Zhang et al., 2015; Murphy-Bokern et al., 2017;
Akman et al., 2021).
Concerning mineral content, legumes significantly enhanced the levels of calcium (Ca), magnesium (Mg), potassium (K) and phosphorus (P) in the feed. Legumes such as soybean and common vetch contributed essential minerals, enriching the feed’s nutritional profile and providing critical nutrients for livestock. These findings suggest that well-balanced cereal-legume mixtures can improve both yield and nutrient composition in hydroponic systems. These results are consistent with literature that underscores the importance of legumes in enhancing the mineral profile of cereal-based systems, thereby promoting animal health and productivity
(Murphy-Bokern et al., 2017).
The correlation coefficient of the studied parameters was analyzed by Pearson’s correlation. The Pearson correlation matrix illustrates the relationships between various measured parameters, with correlation coefficients ranging from -1.00 to 1.00. A positive correlation is shown in red, while a negative correlation is shown in blue, with darker colors indicating stronger correlations (Fig 1).
The Pearson correlation analysis highlighted significant relationships between key traits in hydroponic fodder production. Forage yield (FY) was negatively correlated with dry matter (DM, r = -0.36), dry matter intake (DMI, r = -0.27) and relative feed value (RFV, r = -0.25), suggesting that higher yields slightly reduced these parameters. Additionally, forage yield was positively linked to fiber components (NDF, r = 0.23; ADF, r = 0.10), indicating that increased yield could also raise fiber content, potentially reducing digestibility. Dry matter (DM) demonstrated a negative correlation with macronutrients such as magnesium (Mg, r = -0.25), calcium (Ca, r = -0.40), potassium (K, r = -0.75) and phosphorus (P, r = -0.76), suggesting that higher DM content was associated with reduced mineral levels in the fodder. Crude protein (CP) was strongly negatively correlated with NDF (r = -0.68) and ADF (r = -0.88), emphasizing that protein-rich fodder was typically associated with lower fiber content, which enhanced digestibility. Additionally, digestible dry matter (DDM) and relative feed value (RFV) were negatively correlated with fiber components (DDM and NDF, r = -0.90; RFV and ADF, r = -0.92), underscoring the importance of low fiber content in improving fodder quality. Mineral contents, especially potassium (K, r = 0.93 and 0.86, respectively) and phosphorus (P, r = 0.83 and 0.91, respectively), showed strong positive links with crude ash (CA) and crude protein (CP), indicating that these elements contributed to enhanced nutritional value in the fodder. These findings suggested that careful management of legume-cereal mixtures could improve both the yield and quality of hydroponic fodder.