3.1. Characterization of BC samples.
Figure (1, 1A-1C) shows the morphology of BC obtained from palm tree fronds (PTF-BC) under pyrolysis temperatures of 350, 500, and 700 °C (PT350, PT500, and PT700, respectively) by scanning electron microscopy (SEM). Visual inspection of images (at different magnifications) revealed differences in irregular porous surfaces. Pores were observed in all BC samples, with higher numbers and greater distribution in PT500 and PT700 compared to PT350. On the contrary, there was a greater volume of pores in PT350 than in PT500 and PT700.
The results presented in Table 4 show the chemical properties, elemental composition, and molecular ratios of PTF-BC samples under the three pyrolysis temperatures (PT350, PT500, and PT700) using energy dispersive EDX analysis. Our results indicate that the pH of all biochar obtained was, in general, alkaline. The BC pH increased with increasing pyrolysis temperature; the pyrolysis temperatures were ranked in descending order as PT700 (11.68) > PT500 (9.76) > PT350 (9.15). Like BC pH, the cation exchange capacity (CEC) of BC samples increased with increasing pyrolysis temperature. As shown in Table 4, the highest (47.15 cmol.kg−1) and lowest (44.89 cmol.kg−1) values were recorded for BC samples in PT700 and PT350, respectively. On the contrast, BC electrical conductivity (EC) declined with increasing pyrolysis temperature. The values of BC EC decreased in PT500 and PT700 by approximately 27.18 and 34.19%, respectively, compared with PT350. Carbon (C) content is a major constituent of BC. The results obtained reveal that the C content increased with increasing pyrolysis temperature. The pyrolysis temperatures were ranked in descending order as PT700 (63.14) > PT500 (58.45) > PT350 (57.77). Similarly, the nitrogen (N) content in BC was positively correlated with pyrolysis temperature. As shown in Table 4, the N content increased by 90.91 and 50% in PT700 and PT500, respectively, compared with PT350.
The oxygen content in BC decreased with rising pyrolysis temperature, and the studied pyrolysis temperature could be arranged in the order PT350 (15.40) > PT500 (10.10) > PT700 (7.30). Negligible increases were observed in phosphorus (P) content of BC samples, with 0.106, 0.113, and 0.164 in PT350, PT500, and PT700, respectively. On the contrary, the potassium (K)_content was significantly increased with increasing pyrolysis temperature. In addition, there were adequate quantities of calcium (Ca), magnesium (Mg), chloride (Cl), and silicon (Si) in the prepared BC. As shown in Table 4, the molecular ratios of elements, which determine polarity (O/C) and (O+N/C), were appreciably influenced by pyrolysis temperature, and the BC samples were significantly affected by PT, as shown in Table 5. PT was ranked in descending order as PT350 > PT500 > PT700, with values of 0.1999 > 0.1296 > 0.0866 for O/C and 0.1323 > 0.1622 > 0.2272 for (O+N)/C.
3.2. Soil chemical properties and available nutrients content.
3.2.1. Impact of pyrolysis temperature.
As shown in Table 3, the tested soil was characterized as moderately alkaline (pH 8.15 vs. 8.13) loamy sand soil with a high content of salt (ECe = 10.8 vs. 10.7 dS.m−1) and calcium carbonate (CaCO3 = 19.1 vs. 18.8%) in the 2020/2021 and 2021/2022 seasons. The results given in Table 5 indicate the impact of pyrolysis temperature (PT) on some soil chemical properties. Our results show that low pyrolysis temperature (PT350) applied to produce BC from palm tree fronds (PTF-BC) was the best for soil reactivity (soil pH) in both seasons. On the contrary, high pyrolysis temperature (PT700) was superior for ECe, CaCO3, SOM, and CEC in both seasons. As shown in Table 5, the best values of soil pH (8.14 vs. 8.12) were obtained with PT350. On the other hand, PT700 had the most influence on Ece (6.00 vs. 6.22 dS.m−1) and CaCO3 (11.79 vs. 11.86%) (decreasing). It also had an influence on SOM (1.89 vs. 1.94%) and CEC (12.56 vs. 12.53 Cmol.kg−1) (increasing) for both properties in the first and second seasons. Based on the maximum and minimum values, the decreases were 2.63 vs. 2.74% for soil pH, 42.20 vs. 39.73% for ECe, and 37.49 vs. 37.08% for CaCO3. The increases were 37.96 vs. 28.48% for SOM and 73.00 vs. 70.01% for CEC in both seasons. The results of the statistical analysis showed significant differences among all studied parameters (p ≤ 0.01) in the 2020/2021 and 2021/2022 seasons.
As shown in Table 6, our results indicate that PT700 had the most impact on available soil nutrient content in both seasons, except manganese (AvMn) in the first season. Similar data were found for NH4+-N, AvP, AvK, and AvFe, and the pyrolysis temperatures were ranked in descending order as PT700 > PT500 > PT350, with values of 12.45 > 7.67 > 4.73 and 11.67 > 9.34 > 5.06 for NH4+-N, 6.02 > 5.49 > 5.46 and 10.92 > 9.60 > 8.58 for AvP, 112.67 > 118.89 > 108.00 and 312.67 > 279.11 > 260.67 for AvK and 3.52 > 3.28 > 2.88, and 3.70 > 3.68 > 3.18 for AvFe in the two seasons; for AvZn, the order is PT700 > P350 > PT500, with values of 1.32 > 1.30 > 1.22 and 1.67 > 1.58 > 1.57 in both seasons. Different data were obtained between seasons in terms of AvMn, and the pyrolysis temperatures were arranged in the following order: PT350 (1.65) > PT500 (1.60) > PT700 (1.58) in the first season and PT700 (1.42) > PT500 (1.35) > PT350 (1.33) in the second season. Based on the highest and lowest values, the amount of increase was 163.21 vs. 130.83% for NH4+-N, 10.26 vs. 27.27% for AvP, 4.32 vs. 19.95% for AvK, 22.22 vs. 16.35% for AvFe, 4.43 vs. 6.77% for AvMn, and 8.20 vs. 6.37% for AvZn in both seasons. The analysis of variance indicated a significant (p ≤ 0.01) influence of NH4+-N in both seasons, and a significant (p ≤ 0.05) influence of AvFe and AvZn in the second season, but a non-significant influence of AvP and AvK in the first season and AvMn in both seasons. The results produced from the statistical analysis mentioned significant differences among all studied parameters (at p ≤ 0.01) in the 2020/2021 and 2021/2022 seasons, respectively.
As shown in Table 6, our results indicate that PT700 had the most impact on available soil nutrient content in both seasons, except manganese (AvMn) in the first season. Similar data were found for NH4+-N, AvP, AvK, and AvFe, and the pyrolysis temperatures were ranked in descending order as PT700 > PT500 > PT350, with values of 12.45 > 7.67 > 4.73 and 11.67 > 9.34 > 5.06 for NH4+-N, 6.02 > 5.49 > 5.46 and 10.92 > 9.60 > 8.58 for AvP, 112.67 > 118.89 > 108.00 and 312.67 > 279.11 > 260.67 for AvK and 3.52 > 3.28 > 2.88, and 3.70 > 3.68 > 3.18 for AvFe in the two seasons; for AvZn, the order is PT700 > P350 > PT500, with values of 1.32 > 1.30 > 1.22 and 1.67 > 1.58 > 1.57 in both seasons. Different data were obtained between seasons in terms of AvMn, and the pyrolysis temperatures were arranged in the following order: PT350 (1.65) > PT500 (1.60) > PT700 (1.58) in the first season and PT700 (1.42) > PT500 (1.35) > PT350 (1.33) in the second season. Based on the highest and lowest values, the amount of increase was 163.21 vs. 130.83% for NH4+-N, 10.26 vs. 27.27% for AvP, 4.32 vs. 19.95% for AvK, 22.22 vs. 16.35% for AvFe, 4.43 vs. 6.77% for AvMn, and 8.20 vs. 6.37% for AvZn in both seasons. The analysis of variance indicated a significant (p ≤ 0.01) influence of NH4+-N in both seasons, and a significant (p ≤ 0.05) influence of AvFe and AvZn in the second season, but a non-significant influence of AvP and AvK in the first season and AvMn in both seasons.
3.2.2. Impact of biochar addition rate on soil chemical properties and available nutrient contents.
The data listed in Table 7 highlight the impact of BC addition rates on soil chemical properties. The general trend of the results shown in the table clearly indicate improvements by incorporating BC at 56.00 g.pot−1 (BC2), followed by 28.00 g.pot−1 (BC1), compared with un-amended soil (BC0). For soil pH, the BC addition rate was ranked in descending order as BC1 (8.23) > BC2 (8.24) > BC0 (8.25) and BC2 (8.21) > BC1 ≈ BC0 (8.24) in the first and second seasons, respectively, and BC2 > BC1 > BC0, with values of 6.57 > 8.32 > 8.75 and 6.96 > 8.15 > 9.01 for ECe, 14.25 > 15.34 > 16.01 and 14.40 > 15.36 > 16.14 for CaCO3, and 10.49 > 10.25 > 10.15 and 10.50 > 10.27 > 10.25 for CEC in both seasons.
According to the comparison between maximum and minimum values, the increase rates were 0.24 vs. 0.37% for soil pH, 33.18 vs. 29.45% for Ece, 12.35 vs. 12.08% for CaCO3, 4.97 vs. 5.26% for SOM, and 3.50 vs. 2.37% for CEC in the 2020/2021 and 2021/2022 seasons, respectively. The results of ANOVA indicate that the BC addition rate had a significant influence (p ≤ 0.01) on Ece and CaCO3 in both seasons, and on CEC in the second season, as well as a significant impact (p ≤ 0.05) on CEC in the first season but a non-significant effect on soil pH and SOM in the first and second seasons. It is clear from Table 8 that BC-based soil led to marked enhancements in soil fertility by increasing their macro- and micronutrient content. The results obtained from our experimental pot study indicate that applying BC, in general, improved the content of all studied nutrients in both seasons, except AvFe (3.30) in the second season, irrespective of addition rate. However, the statistical analysis showed non-significant effects on AvP, AvFe, and AvZn in both seasons and NH4+-N, AvK, and AvMn in the first season.
In detail, different results were obtained for NH4+-N and AvFe. We found that BC2 treatment resulted in the highest value for NH4+-N (9.73) in the second season and for AvFe (3.33) in the first season. Meanwhile, BC2 was found to have the most impact on AvP (5.67 vs. 9.77), AvK (115.11 vs. 288.00), and AvMn (1.65 vs. 1.43), as well as AvFe (3.33) in the first season. The highest AvZn values (1.30 vs. 1.63) were obtained with BC1. Our results also indicate that BC0 had the least influence on NH4+-N and AvP in both seasons, AvFe and AvZn in the first season, and AvK in the second season.
3.2.3. Impact of pyrolysis temperature x BC-addition rate on soil chemical properties and available nutrients content.
The results given in Table 9 show that all of the aforementioned chemical properties, except soil pH, were greatly improved by the interaction between pyrolysis temperature and BC addition rate. In this paper, BC heated at 700 °C at 56.00 g.pot−1 (PT700 × BC2) provided the best treatment due to its positive influence on ECe and CaCO3 (which decreased) and CEC (which increased) in both seasons. The results related to soil pH and SOM do not match between seasons. Regarding soil pH, the highest values (8.13 vs. 8.09) were recorded in un-amended soil (PT350 × BC0) and soil incorporated with BC heated at 500 °C at 56.00 g.pot−1 (PT500 × BC2) in the 2020/2021 and 2021/2022 seasons, respectively.
The application of BC heated at 700 °C at 56 and 28.00 g.pot−1 (PT700 × BC2 and PT700 × BC1) had the most influence on SOM, with values of 1.90 and 2.00% in the first and second seasons, respectively. Based on the highest and lowest values obtained (Table 9), the decrease rates were 2.87 vs. 3.11% for soil pH, 63.70 vs. 62.81% for ECe, and 44.86 vs. 43.55% for CaCO3, while the values reached 46.15 vs. 39.86% for SOM and 79.81 vs. 79.20% for CEC in the two seasons. Statistically, highly significant effects were found between treatments for Ece and CaCO3 in both seasons and CEC in the second season, while non-significant effects were observed between treatments for soil pH and SOM in the first and second seasons, and for CEC in the 2020/2021 season.
The results regarding the impact of the interaction of pyrolysis temperature with BC addition rate are shown in Table 10. The general trend indicates that this interaction improved the content of all studied macro- and micronutrients, except AvFe and AvMn in the second season. However, the PT700 × BC2 treatment shows the most influence, with the highest NH4+-N content (14.01 vs. 13.95 mg.kg−1) in both seasons, as well as AvP and AvMn in the first season (8.96 vs. 1.80 mg.kg−1) and AvZn in the second season (1.90 mg.kg−1). Furthermore, the PT700 × BC1 treatment was found to be superior, showing a positive effect on AvK in both seasons (276.67 vs. 316.67 mg.kg−1), as well as AvFe (3.90 mg.kg−1) and AvZn (1.40 mg.kg−1) in the first season and AvP (11.05 mg.kg−1) in the second season. Despite the observed enhancements, the statistical analysis indicated that the treatment had a non-significant influence on AvP and AvK in both seasons, and on NH4+-N, AvFe, and AvZn in the first season and AvMn in the second season. Meanwhile, it showed a significant (p ≤ 0.01) impact on AvFe and AvZn in the second season and a significant ( p ≤ 0.05) impact on AvMn in the first season.
3.2.4. The heat map of correlation coefficient.
The data shown graphically in Figure (2, 2A and 2B) indicate the correlation coefficient between soil physical properties as a result of applying BC generated under three pyrolysis temperatures at different rates. A highly negative correlation was found between pH and Ece (r = -0.779** and -0.705**) and CaCO3 (r = -0.920** and -0.869) in both seasons. Meanwhile, soil pH showed a strong positive correlation with SOM (r = 0.854** and 0.802**) and CEC (r = 0.926** and 0.888**) CEC in the first and second seasons. Concerning the correlation coefficient for available macro- and micronutrients as affected by other soil chemical properties, our results indicate that soil pH had a highly significant positive impact on NH4+-N (r = 0.834** and 0.802**) in both seasons, and a profound effect on AvFe (r = 0.601**) in the first season and AvP and AvK (r = 0.901** and 0.857**) in the second season. On the other hand, ECe had a strong negative correlation with NH4+-N (r = -0.796** and -0.892**) in both seasons and AvFe (r = -0.526**) in the first season, as well as AvP and AvK (r = -0.710 and -0.726**) in the second season. Similar results were obtained regarding the relationship between CEC and available nutrient content. Highly significant positive correlations were found with NH4+-N (r = 0.837** and 0.840**) and AvFe (r = 0.574** and 0.594**) in both seasons. In the present study, a significant correlation (p ≤ 0.01) was observed between CEC and both AvP (r = 0.890**) and AvK (r = 0.594**) in the 2021–2022 season and a significantly correlation (p ≤ 0.05) between CEC and AvP (r = 0.382*) in the first season. Regarding the relationships among available nutrients, a strong positive correlation was observed between NH4+-N and both AvP and AvK (r = 0.759** and 0.776**) in the second season and with AvFe (r = 0.359**) in the first season. Similar results were obtained between AvP and AvFe (r = 0.467*) in the second season and AvZn (r = 0.383*) in the first season. Regarding the relationships among available nutrients with them. A strong positive correlation were observed between NH4+-N with AvP and AvK (r = 0.759** and 0.776**) in the second season and with AvFe (r = 0.359**) in the first season. Similar results were obtained between AvP with AvFe (r = 0.467*) in the second season and AvZn (r = 0.383*) in the first season.
3.3. Germination parameters
3.3.1. Effect of pyrolysis temperature on some germination parameters.
The results related to the impact of the pyrolysis temperature of palm-tree-frond-derived BC on germination parameters are graphically demonstrated in (Figure 3, 3A-3D). The general trend of the results shows that PT700 had the most influence on germination rate in both seasons, and on germination percentage and mean emergence time (MET) the second season. Pyrolysis temperature was ranked in descending order as PT700 (28.52 vs. 26.39) > PT500 (22.24 vs. 23.30) > PT350 (20.75 vs. 21.72) for GR in both seasons, and PT700 (54.59) > PT500 (48.89) > PT350 (46.67) for GP and PT700 (0.33) > PT500 (0.27) > PT350 (0.26) for MET in the 2021–2022 season. On the other hand, PT350 had the most impact due to its improved effect on seed vigor (SV) in both seasons and on GP and MET in the first season. Pyrolysis temperature was ranked as PT350 (2067.42 vs. 1834.74) > PT500 (1853.33 vs. 1626.30) > PT700 (1783.70 vs. 1562.90) for SV in the first and second season, and similarly for GP and MET, with values of 68.90 > 57.78 > 45.20 for GP and 0.33 > 0.27 > 0.26 for MET in the 2021/2022 season.
The results of statistical analysis clearly indicate a significant difference (p ≤ 0.01) for SV in both seasons and for GP and GR in the first season, as well as a significant impact (p ≤ 0.05) for GP in the second season and MET in the first season. Furthermore, non-significant differences were observed between treatments for GR and MET in the 2021/2022 season.
3.3.2. Influence of BC addition rate on germination parameters
The results of statistical analysis show that the BC addition rate had a highly significant influence on the germination parameters. As graphically illustrated in (Figures 4, 4A-4D), the amended soil in BC2 had the best values for GP, SV, and MET compared with un-amended soil (BC0) in the two growing seasons. The BC addition rates were ranked in descending order as BC2 > BC1 > BC0, with values of 75.55 > 59.63 > 45.20 and 54.59 > 48.89 > 49.67 for GP, 3000.74 > 1405.18 > 1398.52 and 2571.11 > 1324.37 > 1228.52 for SV, and 0.42 > 0.34 > 0.25 and 0.35 > 0.33 > 0.27 for MTE in the 2020/2021 and 2021/2022 seasons, respectively.