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Article

Enhancing Soil Environments and Wheat Production through Water Hyacinth Biochar under Deficit Irrigation in Ethiopian Acidic Silty Loam Soil

by
Desalew Fentie
1,2,*,
Fekremariam Asargew Mihretie
3,
Yudai Kohira
1,
Solomon Addisu Legesse
4,
Mekuanint Lewoyehu
1,5 and
Shinjiro Sato
1
1
Graduate School of Science and Engineering, Soka University, Tokyo 192-8577, Japan
2
College of Agriculture, Food and Climate Sciences, Injibara University, Injibara P.O. Box 40, Ethiopia
3
Commonwealth Scientific and Industrial Research Organisation (CSIRO), 2-40 Clunies Ross Street, Canberra, ACT 2601, Australia
4
College of Agriculture and Environmental Science, Bahir Dar University, Bahir Dar P.O. Box 79, Ethiopia
5
College of Sciences, Bahir Dar University, Bahir Dar P.O. Box 79, Ethiopia
*
Author to whom correspondence should be addressed.
Soil Syst. 2024, 8(3), 72; https://doi.org/10.3390/soilsystems8030072
Submission received: 10 April 2024 / Revised: 13 June 2024 / Accepted: 24 June 2024 / Published: 27 June 2024

Abstract

:
The combined application of biochar and fertilizer has become increasingly popular for improving soil quality and crop productivity. However, the reported research results regarding the effects of biochar on soil properties and crop productivity have contradictory findings, indicating the requirement for further scientific research. Therefore, this study aimed to investigate the effects of a combined application of water hyacinth biochar (WHB) and NPS fertilizer on soil physicochemical properties and wheat yield under deficit irrigation conditions in acidic silty loam soil in Ethiopia. Four different biochar rates (0, 5, 10, and 20 t ha−1), three fertilizer rates (0, 100, and 200 kg NPS ha−1), and two irrigation regimes (50 and 100% of crop requirement) were evaluated to assess soil properties and wheat yields. The results showed that biochar amendment significantly reduced soil bulk density by 15.1–16.7%, and improved soil porosity by 6.8–8.6% and moisture content by 10.3–20.2%. Additionally, the combined application of biochar and fertilizer improved soil pH (0.26–0.87 units), NH4+–N (73.7–144%), NO3–N (131–637%), and available phosphorus (85.8–427%), compared to the application of fertilizer alone. As a result, wheat dry biomass and grain yield increased by 260 and 173%, respectively. Furthermore, the combined application of WHB and fertilizer resulted in a comparable wheat dry biomass and grain yield even with a 50% reduction of irrigation water. Therefore, WHB has a significant potential to improve soil physicochemical properties and wheat yield when it is applied in combination with fertilizer, and it can reduce the water requirement for wheat production.

Graphical Abstract

1. Introduction

The conversion of biomass ensures that crucial soil nutrients such as nitrogen, phosphorus, potassium, and micronutrients stay accessible in the soil for plant uptake. Rather than relying solely on external inputs like fertilizers, nutrient recycling replenishes soil nutrient levels by returning organic matter and decomposed plant residues back into the soil. Currently, most of the world’s soils are recognized as deficient in these nutrients, leading to a high demand for chemical fertilizers to address these deficiencies and the need to increase crop productivity [1]. Converting water hyacinth (Eichhornia crassipes) biomass into biochar for soil amendment is a locally available solution that plays a vital role in enhancing soil nutrients and reducing reliance on chemical fertilizers. Furthermore, moisture deficit is also a significant environmental factor that affects soil properties, crop growth, and productivity [2]. Moisture stress impedes plant growth and disrupts physiological processes [3] by affecting photosynthesis, nutrient transport, cellular functions, and enzyme activities. Additionally, soil acidity poses a serious problem in agricultural lands as it directly impacts the soil, crop production, and human health [4]. This issue is particularly severe in Ethiopia, where soil acidity is increasingly widespread, greatly limiting crop productivity [5]. In certain regions of the Ethiopian highlands where barley, wheat, and faba beans were grown, farmers are shifting towards cultivating other crops that are more tolerant to soil acidity compared to wheat and barley [5]. Lime is an important material for managing acidic soil, but its high transportation cost and limited availability restrict its widespread use, particularly in developing countries [4]. Hence, utilizing water hyacinth biomass for biochar production as a soil amendment offers a promising solution to address soil nutrient deficiencies and acidity, and alleviate moisture stress. Additionally, it helps reduce the costs and environmental impacts associated with chemical fertilizers, particularly benefiting resource-constrained farmers.
Biochar has gained recognition as a soil amendment that enhances soil’s physical and chemical properties, thereby increasing agricultural productivity through direct and indirect effects on soil quality and crop growth [6]. The effect of biochar on soil properties and soil microbes primarily depends on the biochar rate, initial soil pH, and soil textural properties [7], as well as the feedstock type and pyrolysis temperatures [8,9]. Water hyacinth, which is one of the most invasive aquatic weeds globally, including Ethiopia, affecting socioeconomic activities and watershed ecosystems, can be a good feedstock source for biochar production. Since 2011, water hyacinth has invaded Lake Tana, Ethiopia, causing significant damage to the lake’s biodiversity and livelihoods [10]. Currently, the Ethiopian government uses various control mechanisms, including mechanical and manual removal, biological control, and a combination of these measures to remove the weeds from the lake. The transportation and management of the removed biomass is labor-intensive and not economical. However, it could be a good locally available feedstock source of biochar for soil amendment to improve soil physical properties, such as soil bulk density, porosity, and moisture content, as well as soil nutrient availability for plants, including ammonium–nitrogen (NH4+–N), nitrate–nitrogen (NO3–N), and available phosphorus, by reducing nutrient leaching, fixation, and nutrient recycling [11,12,13,14,15], thereby enhancing plant growth and yield.
According to a review by Joseph et al. [16], biochar amendment has been found to improve crop growth and production in several ways. It can lower soil acidity, increase dissolved and total carbon, enhance cation exchange capacity, improve nutrient availability, increase water retention, and enhance soil aggregate stability. The review also found that the yield improvement in biochar-amended soil was particularly significant in very acidic soils (pH ≤ 5) compared to other types of soils [17]. A study by Baiamonte et al. [18] focused on the benefits of biochar amendment for wheat crops under deficit irrigation. The study found that wheat crops experienced the greatest benefit from biochar amendment, as biochar increased water use efficiency and reduced irrigation frequency, especially when compared to sorghum and tomato crops. The study also found that the wheat crop yield in biochar-amended soil was not significantly impacted by water deficits. This is attributed to the ability of biochar to enhance both irrigation water use efficiency (IWUE) and crop water use efficiency (CWUE) [18]. Despite these positive findings, it is important to note that there have been inconsistent outcomes reported in various research studies regarding the combined use of biochar and fertilizer in soil amendment.
Discrepancies exist regarding the effects of biochar on soil nutrient dynamics, specifically concerning nutrient concentrations and nitrification rates. Contradictory findings are reported regarding the impact of biochar on NH4+–N concentrations, with some studies demonstrating reductions and others showing increases post-amendment. In a study by Martí et al. [19], an incubation experiment showed a reduction of NH4+–N after the soil was amended by biochar. On the other hand, in a study by Ginebra et al. [11], the application of biochar increased soil NH4+–N concentrations compared to fertilizer alone. Moreover, while some studies suggest a decrease in nitrification processes and subsequent reductions in NO3–N concentrations with biochar application, others indicate an improvement in nitrification rates attributed to an increased abundance of ammonia-oxidizing bacteria. For example, according to Wang et al. [20] and Yao et al. [21], biochar soil amendment decreased ammonia-oxidizing bacteria, and the nitrification rate subsequently decreased the NO3–N concentration. Conversely, in a study by Liu et al. [12] and DeLuca et al. [22], biochar soil amendment showed that the NO3–N concentration was increased due to increasing the nitrification rate.
Additionally, discrepancies arise in the effects of biochar on crop yield, with conflicting results regarding optimal application rates and varying outcomes based on crop type and experimental conditions. According to Ye et al. [23], a meta-analysis indicated that an application of biochar greater than 10 t ha−1 does not contribute to a greater crop yield. Conversely, the combined application of 20 t ha−1 of biochar improved crop biomass and yield, as demonstrated by Faloye et al. [24]. A study by Sorensen and Lamb [25] on biochar soil amendment showed that the biochar rate did not exhibit either positive or negative effects on the performance of different crops. However, the effect of biochar was significant between the 5–10 t ha−1 and 10–20 t ha−1 groups on crop performance, as indicated by Ye et al. [23]. The effect of biochar amendment also varies for different crop types, and its impact differs between pot and field experiments, with the effect being three times higher for pot experiments compared to field experiments, as noted by Jeffery et al. [26]. This disparity in findings underscores the complexity of biochar’s interaction with soil and highlights the need for further research to elucidate its effects consistently across different contexts and conditions.
We hypothesized the following: (1) Locally produced biochar using a grounding system would have basic characteristics comparable to those of biochar produced in a furnace. (2) The application of biochar derived from water hyacinth biomass would effectively mitigate soil acidity in the acidic soils of the Ethiopian highlands, resulting in a notable increase in soil pH levels and substantial improvements in soil health. Consequently, this enhancement in soil conditions is anticipated to lead to a significant boost in crop productivity. (3) The synergistic combination of biochar with inorganic fertilizers soil amendment will result in a profound enhancement in soil nutrient availability and subsequent crop yield. (4) Biochar application would not only improve soil properties but also reduce the amount of irrigation water, thereby reducing the frequency of irrigation requirements. Therefore, this study aimed to ascertain the impact of the combined application of water hyacinth-derived biochar and NPS inorganic fertilizer on soil physicochemical properties and crop yield in acidic soils under conditions of deficit irrigation conditions.

2. Materials and Methods

2.1. Experimental Site Descriptions

The field experiment was conducted during the dry season of 2023, from January to May. The experiments were conducted at the Injibara University research station of the Awi Zone of the Amhara Region, Ethiopia (Figure 1). The site’s 33-year minimum and maximum temperatures were 10.3 and 22.5 °C, respectively. The mean annual rainfall was 1344 mm, with the main wet season occurring from June to September, followed by a less pronounced wet period extending until November [27]. The minimum and maximum temperatures, the amount of rainfall, and average solar radiation of the experimental site during the experiment period (January–May 2023) are provided in Figure 2.

2.2. Experimental Land/Plot Preparation

After land clearing, the experimental area was plowed five times using oxen. The plots were arranged with a width of 1.6 m and a length of 2 m, resulting in a total length of 29.5 m and a width of 7.8 m for the experimental site. The spacing between rows, plots, and replications was set at 0.2 m, 0.5 m, and 1.5 m, respectively. The site has been used for grazing for the past three years, with no addition of organic or inorganic fertilizers. Due to its high acidity, crop production has been challenging.

2.3. Biochar Production

The biochar was produced from water hyacinth biomass collected from Lake Tana, Ethiopia (12°72′78″ N and 37°52′02″ E). The water hyacinth biomass was gathered, and the stem parts were cleaned and sun-dried. To avoid high energy and cost requirements in producing biochar using an electric pyrolysis furnace, a local grounding system, which can be easily practiced by farmers having limited resources, was employed to produce water hyacinth biochar (WHB). After creating a pile of 0.4–0.5 kg water hyacinth biomass (stem parts only) with a diameter of 50–80 cm, it was covered with teff (Eragrostis tef) straw and a layer of soil to prevent the entrance of oxygen. It was ignited using matches readily available in local markets. The pyrolysis temperature and the residence time of the resulting WHB were estimated from the temperature and time-dependent basic properties of the biochar (such as pH, cation exchange capacity (CEC), and total carbon). The values of these basic properties were comparable with the values reported by Gezahegn et al. [28] for WHB, where water hyacinth biomass was collected from the same site (Lake Tana, Ethiopia) and produced using a laboratory pyrolysis furnace at temperatures of 450, 550, and 750 °C. Accordingly, the pyrolysis temperature of the WHB utilized in this study was presumed to be in the range of about 500 °C to 600 °C, with a residence time of 50–60 min. Water was sprayed to cool down the biochar, with subsequent sun-drying. It was then crushed by hand and sieved to <2 mm for laboratory characterization and <5 mm for field application.

2.4. Field Experimentation

The plots were arranged in a randomized block design with three replications, resulting in a total of 36 experimental plots. Four different rates of water hyacinth biochar (WHB; 0, 5, 10, and 20 t ha−1), three rates of NPS inorganic fertilizer (NPS; 0, 100, and 200 kg ha−1), and two levels of irrigation water (50 and 100% of crop requirement) were employed in a partially factorial treatment arrangement (Table 1). We used a new compound fertilizer (NPS) containing nitrogen, phosphorus, and sulfur, at a ratio of 19% N, 38% P2O5, and 7% S, recently introduced by the Ministry of Agriculture of Ethiopia. This fertilizer has now replaced DAP as the primary source of phosphorus in the Ethiopian crop production system [29]. The experimental treatment was comprised of the full factorial arrangement for two levels of WHB rates (0 and 20 t ha−1), two levels of NPS fertilizer rates (0 and 200 kg ha−1), and two levels of irrigation rates (50 and 100%). Additionally, we included other rates of WHB (5 and 10 t ha−1) and NPS fertilizer (100 kg ha−1) as satellite treatments to minimize the number of combined treatments, to use the resources efficiently (Table 1).
The test crop was the “Kakaba” variety of bread wheat, planted at a seedling rate of 150 kg ha−1. Biochar was incorporated into the soil at a depth of 20 cm for treatments that received biochar, two days before the planting date (28 December 2023) after well plowing, mixing, and leveling each plot similarly. For treatments that received inorganic fertilizer, all NPS and half of the urea were applied at the time of planting (30 December 2023), while the remaining half of the urea was applied at the tillering stage (9 March 2023) [30]. To ensure uniform germination of the crop, all plots were fully irrigated two days before sowing, and this continued up to one week after sowing. After one week, plots were daily irrigated to meet 50 and 100% of the crop’s water requirement, according to the treatment arrangement. For treatments that received 50 and 100% of full irrigation, five and ten liters of water was applied daily, respectively, until the booting stage of the crop. After the booting stage, 10 and 15 L of water was applied daily until the physiological maturity of the crop, using a water can. This is because the water requirement of the wheat crop is higher during the later stages compared to the early stages [31]. The amount of water applied was determined based on the irrigation water requirement of the wheat crop indicated by Desalegn et al. [32] and Tewabe [33].

2.5. Sampling and Characterization of Soil and Biochar Samples

A composite of 5 sub-samples was taken from the experimental land to characterize the experimental soil before preparing the experimental plots. For evaluating treatment effects, soil samples were taken from each plot on 7, 15, 30, 60, 90, and 130 days after sowing (DAS) at a depth of 0–20 cm. These samples were stored in a refrigerator until analysis.
The pH was determined according to Robinson et al. [34]. The pH of the soil was measured using 10 g of soil, and the pH of the biochar was measured using 2 g of biochar after the samples had been air-dried at 45 °C. For the soil sample, 25 mL of pure water was added to a 50 mL centrifuge tube, while 20 mL of pure water was added for the biochar sample. The tubes were then shaken horizontally at 160 strokes per minute for 1 h and allowed to stand for 30 min, and the pH was measured using a pH meter (LAQUA F-71, Horiba Scientific, Kyoto, Japan). The total carbon (C), hydrogen (H), and nitrogen (N) in the soil and biochar samples were measured using a CHN analyzer (Perkin Elmer, 2400 series II, Waltham, MA, USA). Five milligrams of soil and two milligrams of biochar samples was placed into tin capsules and analyzed according to the method described by Yeomans and Bremner [35]. The oxygen (O) content of the biochar was obtained by the calculation of 100% aa − (C + H + N + Ash) %. The Walkley–Black method was employed to determine organic carbon (OC) [36]. To determine the concentrations of NH4+–N and NO3–N in the soil and biochar samples, 2.0 g of dry-weight-equivalent soil and 2.0 g of dried biochar (45 °C) was extracted with 20 mL of 2 mol L−1 potassium chloride solution (KCl) in a centrifuge tube. The tube was shaken horizontally at 160 strokes per minute for 1 h. After filtration through a 0.45 μm filter membrane, the concentration of NH4+–N and NO3–N in the extractant was determined at 670 nm and 540 nm, respectively, using a flow injection auto-analyzer 2000 (FIAlyzer-1000, FIAlab Instruments, Inc., Seattle, WA, USA) according to the methods described by Keeney and Nelson [37]. The available phosphorus (P) was determined by extracting 2.0 g of soil and 0.5 g of biochar that had been dried at 45 °C with 20 mL of Mehlich 3 extraction solution in a 50 mL centrifuge tube, according to the method described by Mehlich [38]. The tube was shaken horizontally at 200 strokes per minute for 5 min, and the mixture was then filtered through a 0.45 μm pore size membrane filter. The concentration of P was determined at 870 nm using the flow injection auto-analyzer 2000 (FIAlyzer-1000, FIAlab Instruments, Inc., Seattle, WA, USA). The cation exchange capacity (CEC) of the soil and biochar was determined by using 1 mol L−1 ammonium acetate adjusted to pH 7. Ten grams of dry soil and 1 g of biochar was mixed with the ammonium acetate solution. The mixture was shaken at 160 strokes per minute for 5 min for the soil and 15 h for the biochar. After shaking, the mixture was filtered with Whatman filter paper, size 42, and the concentration of NH4+ was measured using the auto-analyzer to calculate the CEC of the soil and biochar.
To measure the soil bulk density, we took soil samples three times—before preparing the experimental land, 70 DAS, and at the time of crop harvesting (end of the experiment)—from each experimental plot. We measured it by drying the core sampler soil in an oven at 105 °C until it reached a constant mass. Then, we calculated it as the mass of the core sample dried at 105 °C minus the mass of the core sample holder (g) divided by the volume of the core sample holder (cm3). Soil total porosity (St) was determined by the equation:
S t = 1 ( ρ b ρ p )
where ρb and ρp are soil bulk density and soil particle density respectively, by considering that the ρp for mineral soil is 2.65 g cm−3 as a rule of thumb [39]. To measure the moisture content of the soil sample, we took 3 g of fresh soil. We weighed the samples into an aluminum dish and then dried them in an oven at 105 °C for 24 h. We recorded the weight of the aluminum dish and soil and then determined the water content by subtracting the fresh soil mass from the dry soil mass and dividing it by the dry soil mass.
The yield of biochar was calculated by dividing the weight of the produced biochar by the dried biomass used as a feedstock and expressing the result as a percentage. The biochar-specific surface area, pore volume, and pore size were determined using N2 adsorption–desorption performed at 77 K with a (Micromeritics ASAP 2020, Shimadzu, Tokyo, Japan). The specific surface area was calculated using the Brunauer–Emmett–Teller (BET) method [40]. The fixed carbon, volatile matter, and ash content of the biochar were determined by thermal gravimetric analysis (TGA) using simultaneous differential thermogravimetry (SDT Q600, TA Instruments, Lukens Drive, New Castel, DE, USA) in the range of a 10 °C min−1 heating rate up to 750 °C, then to 950 °C.

2.6. Plant Data Collection

Dry biomass refers to the quantity of dry plant material above ground, including stems, leaves, and the grain yield of the wheat crop. To minimize any border effects, one row on each side was left untouched during harvesting. The biomass was measured from the six central rows after it had been sun-dried. The entire six central rows were harvested to measure grain yield. The grain yield was weighed after it had been sun-dried, threshed, and separated from the wheat straw.

2.7. Statistical Analysis

The One-Way Analysis of Variance (ANOVA) was computed to compare the means of each combined treatment on soil physical and chemical parameters, as well as wheat crop biomass and grain yield. A two-way ANOVA was performed to test for the interaction effects between biochar and fertilizer, biochar and irrigation, and fertilizer and irrigation, and additionally, a three-way ANOVA was conducted to examine the interactive effects of biochar, fertilizer, and irrigation amount on soil physicochemical properties and crop performance. All analyses of variance were carried out using the R-software program, specifically, the version R-4.3.0 packages including stats, emmeans, and ANOVA test [41]. Data normality was assessed using the Shapiro–Wilk procedure [42], and the difference between treatment means was determined using Tukey’s Highly Significant Difference (HSD) at a 5% probability level (p < 0.05).

3. Results

3.1. Characteristics of Soil and Biochar

The field experiments were conducted on Nitisol soil according to the Schad [43] soil classification, belonging to the silt loam texture class. The soil at the experimental site was strongly acidic (pH of 4.42). The concentrations of NH4+–N, NO3–N, and available P in the soil were 1.52, 15.7, and 0.392 mg kg−1, respectively (Table 2). According to Beyene et al. [44], the soils in the northwestern and western parts of Ethiopia are predominantly acidic, with pH levels ranging from 4.6 to 4.75. This encompasses Injibara, our experimental site, as well as nearby locations such as the Burie district. The soils in these areas are predominantly nitisols, similar to those at our experimental site, indicating that our site is representative of the broader region.
The biochar used was alkaline (pH of 10.7). The concentrations of NH4+–N, NO3–N, and available P in the soil were 0.748, 0.676, and 837 mg kg−1 respectively. The cation exchange capacity of the biochar was 33.4 cmolc kg−1. The total carbon and organic carbon were 35.2 and 16.8%, respectively. The biochar had fixed C, volatile matter, and ash contents of 20.3, 59.2, and 20.5%, respectively. Additionally, the biochar exhibited a specific surface area of 53.2 m2 g−1, a pore volume of 0.059 cm3 g−1, and an average pore size of 4.45 nm (Table 3).

3.2. Effects of Combined Application of Biochar and Fertilizer on Soil Physical Properties

3.2.1. Bulk Density

The bulk density of the soil generally decreased at the end of the experiment, regardless of treatments. The main effect of biochar significantly (p < 0.001) impacted the bulk density on both 70 and 130 DAS, but this was not so for fertilizer and irrigation. The interaction did not significantly affect the bulk density of the soil (Table A1). The ANOVA results showed that the bulk density in biochar-amended plots significantly (p < 0.001) decreased from 0.838 and 0.750 g cm−3 (0 t ha−1 WHB) to 0.698 and 0.637 g cm−3 (20 t ha−1 WHB) on 70 and 130 DAS, respectively (Figure 3). The ANOVA results also revealed that the bulk density reduction was higher in the plots that received higher rates of WHB (20 t ha−1) compared to those that received lower rates (5 and 10 t ha−1) of WHB.

3.2.2. Total Porosity

The total porosity at the end of the experiment (130 DAS) was higher than in the middle of the experiment period (70 DAS), regardless of the treatment. The application of biochar significantly affected soil total porosity (p < 0.001), while fertilizer and irrigation did not have a significant impact (Table A1). The total porosity showed an increasing trend with the increase in biochar rate. It increased from 68.4% (0 t ha−1 WHB) to 73.6% (20 t ha−1 WHB) on 70 DAS and remained higher on 130 DAS (76.0%; 20 t ha−1 WHB) (Figure 4).

3.2.3. Moisture Content

The ANOVA results revealed that soil moisture content was positively influenced by the application of WHB compared to unamended plots. The moisture content was generally higher at the beginning and end of the experiment. Soil moisture was affected only by the main effect of biochar. The main effect of both fertilizer and irrigation and interaction effects did not affect it. The moisture content on 15, 30, and 130 DAS was significantly (p < 0.01) affected by biochar application. It increased from 26.7% (WHB0F0I100) to 29.5% (WHB20F100I100) on 15 DAS and continued to be higher on 30 (32.6%; WHB20F200I100) and 130 DAS (33.9%; WHB20F200I100) (Table 4).

3.3. Effects of Combined Application of Biochar and Fertilizer on Soil Chemical Properties

3.3.1. Soil pH

The soil pH at the beginning of the experiment (7 DAS) was generally lower, and it was higher at the end of the experiment (130 DAS), regardless of the treatments. The main effect of biochar significantly (p < 0.001) affected soil pH, but this was not so for fertilizer and irrigation, as well as interaction effects (Table A1). The application of WHB significantly (p < 0.001) affected soil pH on 7 DAS, 60 DAS, 90 DAS, and 130 DAS. The pH increased from 4.65 (WHB0F0I100) to 5.29 (WHB20F100I100) on 7 DAS and continued to be significantly higher in WHB20F100I100 (5.47) on 60 DAS, WHB20F200I100 (5.33) on 90 DAS, and WHB20F100I100 (5.90) on 130 DAS (Table 5). The soil pH increased with the increase in biochar rate without significant differences. Treatments with a higher rate of biochar (20 t ha−1) showed higher pH values compared to treatments with lower rates (5 and 10 t ha−1).

3.3.2. Ammonium–Nitrogen

The concentration of soil NH4+–N generally increased until 60 DAS and then decreased regardless of treatments. The NH4+–N was significantly affected (p < 0.001) by the combined application of WHB and fertilizer throughout the crop’s growth periods. It was influenced by the main effects of the biochar and fertilizer on all DAS (except fertilizer on 15 DAS) and irrigation on 60 and 90 DAS (Table A1). The interaction effects of biochar and fertilizer were also significant on 60, 90, and 130 DAS, while the interaction of biochar and irrigation positively affected NH4+–N on 60 and 90 DAS. The three-way interaction effect was only significant on 60 DAS. The NH4+–N concentration was higher in the plots that received a higher rate of biochar and fertilizer under full irrigation until 60 DAS. However, after that, the plots without biochar had a higher NH4+–N concentration. The higher NH4+–N concentrations were 52.2 and 194 mg kg−1 in WHB20F100I100 on 7 and 60 DAS, respectively, and 43.3 and 61.1 mg kg−1 in WHB20F200I100 on 15 and 30 DAS, respectively, compared to controls (WHB0F0I100 and WHB0F200I100) (Table 6). However, after 60 DAS, the controls had higher NH4+–N concentrations: WHB0F0I100 (58.3 mg kg−1) and WHB0F200I100 (11.0 mg kg−1) on 90 and 130 DAS, respectively.

3.3.3. Nitrate–Nitrogen

The concentration of soil NO3–N increased until 90 DAS and decreased afterward regardless of treatments. The combined application of biochar and fertilizer significantly affected NO3–N. Both the biochar and fertilizer main effects had a significant (p < 0.001) effect on all DAS, and irrigation had significant effects on 7, 15, and 90 DAS (Table A1). The interaction between biochar and fertilizer significantly affected NO3–N on all DAS except on 130 DAS. Biochar and irrigation had a significant interaction effect on 7, 15, and 90 DAS. However, the three-way interaction was only significant on 7 and 90 DAS. The concentration of soil NO3–N was higher in plots that received the highest rate of biochar and fertilizer until 60 DAS, and then, it was higher in plots without biochar. On 7 DAS, NO3–N increased from 1.36 mg kg−1 (WHB0F0I100) to 10.7 mg kg−1 (WHB20F200I50) and remained higher in WHB20F20I100 on 15 DAS (11.7 mg kg−1) and 60 DAS (46.4 mg kg−1) and in WHB20F20I100 on 30 DAS (16.3 mg kg−1) compared to WHB0F0I100 and WHB0F200I100 (Table 7). However, on 90 and 130 DAS, NO3–N was higher in WHB0F0I100 (58.3 and 13.4 mg kg−1, respectively) compared to WHB20F200I100 (21.1 and 4.31 mg kg−1, respectively). Although the concentration of soil NO3–N was higher in the treatments with full irrigation (100%), it did not significantly (p > 0.05) affect NO3–N.

3.3.4. Available Phosphorus

The combined application of WHB and fertilizer significantly (p < 0.001) increased the available phosphorus (P) during the crop’s growth stage. Both the biochar and fertilizer main effects had significant effects on available P. The interaction between biochar and fertilizer also had a significant effect on the concentration of available P in the soil, particularly on 7, 60, and 130 DAS (Table A1). On 7 DAS, the WHB20F200I100 treatment had a higher available P concentration (2.71 mg kg−1) compared to the WHB0F0I100 treatment (0.316 mg kg−1) and the WHB0F200I100 treatment (0.327 mg kg−1) (Table 8). This higher concentration was maintained on 15, 30, 60, 90, and 130 DAS. The application of higher rates of WHB and fertilizer led to an increase in the available P concentration in the soil. Furthermore, reducing the irrigation amount to 50% did not significantly affect the availability of P in the soil.

3.4. Effects of Combined Application of Biochar and Fertilizer on Crop Dry Biomass and Grain Yield

3.4.1. Wheat Dry Biomass

The main effects of the biochar and fertilizer had a significant impact on dry biomass (p < 0.001) (Table A1). For instance, the dry biomass in WHB20F200I100 (19.1 t ha−1) was significantly higher (p < 0.001) compared to WHB0F0I100 (2.01 t ha−1) and WHB0F200I100 (5.31 t h−1) (Figure 5). The dry biomass did not show a significant difference between the treatments that received different rates of biochar (5, 10, and 20 t ha−1) under full-crop-requirement irrigation water. However, there was an increasing trend observed with the biochar rate. It increased from 15.8 t ha−1 (5 t ha−1) to 18.3 t ha−1 (10 t ha−1), and finally to 19.1 t ha−1 (20 t ha−1). Furthermore, reducing irrigation water to 50% of the crop water requirement did not exert a significant impact on the crop dry biomass. Despite a 22.6% decrease in dry biomass observed under 50% crop water requirement conditions (WHB20F200I50) compared to those under 100% crop water requirement conditions (WHB20F200I100), this disparity was not deemed statistically significant.

3.4.2. Wheat Grain Yield

The main effect of biochar and fertilizer, as well as the interaction of biochar and fertilizer, showed a significant (p < 0.001) effect on wheat crop grain yield (Table A1). Although there was not a significant difference among treatments that received different amounts of water (50 and 100% of crop requirement), the grain yield was higher (3.92–33.1%) in treatments with a 100% crop water amount compared to those with a 50% crop water amount, regardless of the biochar and fertilizer amount. Grain yield significantly increased (p < 0.001) from 0.881 t ha−1 (WHB0F0I100; without amendment) and 1.50 t ha−1 (WHB0F200I100; fertilizer alone) to 4.10 t ha−1 (WHB20F200I100) (Figure 6).

4. Discussion

4.1. Effects of Combined Application of Biochar and Fertilizer on Soil Physical Properties

Incorporating biochar into soils is expected to improve soil physical and hydraulic characteristics. This is because biochar has unique attributes such as high concentrations of organic carbon, significant porosity, extensive surface area, and the presence of micropores. As a result, we can anticipate improvements in soil bulk density, porosity, and water-holding capacity [15].

4.1.1. Bulk Density

The density of biochar is lower than that of soil particles, allowing it to decrease the overall density of the soil. When biochar is incorporated into the soil, it forms aggregates that further decrease the bulk density of the soil [8,45]. The surfaces of biochar particles provide sites for microbial colonization and organic matter binding, which can lead to the formation of soil aggregates. These aggregates improve soil structure and decrease bulk density [46]. In our study, the application of biochar resulted in a 16.7% decrease in soil bulk density on 70 DAS and a 15.1% decrease at 130 DAS, compared to the treatments without biochar. Similarly, other studies have shown that biochar amendment can improve soil bulk density by 18% [8], 14.8% [47], and 7.41% [24] compared to unamended soil. In our study, on 70 DAS, the bulk density decreased from 0.807 g cm−3 (5 t ha−1) to 0.731 g cm−3 (10 t ha−1) and further decreased to 0.698 g cm−3 (20 t ha−1). This trend continued on 130 DAS. Our findings are consistent with a study by Zhang et al. [47], which also showed a decrease in soil bulk density with increasing biochar rates. However, different levels of irrigation did not have a significant effect on bulk density, which aligns with the results of our study. According to a review study by Blanco-Canqui [45], biochar application lowers soil bulk density through several mechanisms. Firstly, biochar’s lower density and higher porosity compared to soil particles result in dilution upon mixing, reducing the overall density. Secondly, the increased concentration of organic carbon from biochar, particularly labile carbon, enhances biological activity and soil aggregation, leading to the formation of larger pores and a decrease in bulk density. Additionally, the high cation exchange capacity and specific surface area of biochar facilitate bonding with organic matter and clay particles, thereby altering the distribution of soil pore sizes.

4.1.2. Total Porosity

Biochar is highly porous, containing numerous small and large pores. When incorporated into the soil, it creates a matrix of channels and spaces, which enhances overall soil porosity [46]. Microorganisms fostered by biochar application, such as fungi and bacteria, create networks of filaments and excrete substances that help create and maintain pore spaces within the soil structure [48]. In our study, the application of biochar significantly improved total soil porosity compared to the treatment without biochar. Specifically, in the WHB20 treatments, the soil porosity was improved by 7.60 and 5.56% on 70 DAS and 130 DAS, respectively, compared to the WHB0 treatment. Similarly, Omondi et al. [49] demonstrated that biochar amendment significantly improved soil porosity by 8.4% compared to unamended soil, by directly increasing the total pore volume. Additionally, other studies have shown that the application of biochar improved soil porosity by 12% [50] and 14–64% [51] compared to the treatment without biochar.

4.1.3. Moisture Content

Biochar has a high water-holding capacity due to its porous structure and large surface area. When biochar is added to the soil, it can retain water within its pores, increasing the overall water retention capacity of the soil [52]. The moisture content of the soil was significantly improved in soil amended with biochar compared to treatments without biochar. In the higher biochar application rate (20 t ha−1), the soil moisture content was higher than in the lower rates (5 and 10 t ha−1) and in the treatments without biochar. This is likely due to the high surface area and hydrophilic functional groups of biochar, which enable it to improve soil moisture content [53]. Although there was no significant difference among the treatments with 20 t ha−1 of biochar, the highest water content was recorded in the WHB20F200I100 treatment (12.3–31.5%) compared to the treatments without biochar (WHB0F0I100). Similarly, the field experiment conducted by Faloye et al. [24] showed that the water-holding capacity of the soil was improved by 3.58–8.70% at different soil water retentions due to biochar amendment compared to unamended soil. The study by Pandit et al. [54] also demonstrated that biochar application increased water retention at field capacity from 29.9% (without biochar) to 35.3% (2% biochar). The lower soil bulk density and higher soil porosity observed in the treatment with 20 t ha−1 of biochar in this study likely contributed to the soil’s ability to retain higher soil moisture.

4.2. Effects of Combined Application of Biochar and Fertilizer on Soil Chemical Properties

4.2.1. Soil pH

Amending soil with biochar has recently emerged as a method for improving soil pH. This is because biochar is alkaline in nature and has the ability to enhance soil physical, chemical, and biological properties [4]. In our study, the pH significantly increased with biochar amendment. The pH was improved by 5.36–17.3% (WHB20F100I100) compared to the control (WHB0F0I100) during the crop’s growth stages. Similarly, biochar soil amendments improved soil pH by 13% [55] compared to no amendment. The application of different biomass-derived biochar also increased soil pH by 3.38–14.9% [11]. Mbabazize et al.’s [56] study also showed that pH improved by 20.8% due to the combined application of 5 t ha−1 biochar and 500 kg ha−1 DAP fertilizer compared to fertilizer alone (only 500 kg ha−1). Similarly, in our study, pH was improved by 8.04–15.2% in the combined application of biochar and fertilizer (WHB20F100I100) compared to treatments amended with fertilizer alone (WHB0F200I100). The pH improvement is mainly due to biochar providing cations such as Ca, which plays a role in soil aggregate stability. Additionally, the OH produced from biochar neutralizes H+ ions, thus affecting the mobility and bioavailability of Fe3+ and Mn2+ [4]. In our study, the observed improvement in soil pH is likely to have facilitated the availability of essential plant nutrients, such as nitrogen and phosphorus. This enhancement in soil pH conditions is expected to have positively influenced the solubility and accessibility of these nutrients, thereby promoting their uptake by plants.

4.2.2. Ammonium–Nitrogen

Biochar has a high CEC due to its porous structure and large surface area, which allows it to adsorb and retain NH4+ [57]. This prevents ammonium from being leached away and improves soil ammonium concentrations, thus making it available for plant uptake [58,59]. In our study, the concentration of NH4+–N in the soil generally increased until 60 DAS and then decreased, regardless of the treatments. This finding is consistent with the study by Yao et al. [21], which investigated the combined application of biochar and nitrogen fertilizer and observed an initial increase, followed by a decrease in NH4+–N concentrations, as the incubation time increased. This pattern may be attributed to various processes of NH4+–N such as nitrification, microbial fixation, and volatilization, which affect the conversion and migration of NH4+–N. The NH4+–N concentration reached its peak at 60 DAS following the supplemental application of nitrogen in the form of urea, and then decreased. Similarly, Chen et al. [60] observed a sharp increase in NH4+–N concentration in the soil after the supplemental application of nitrogen fertilizer (on 90 DAS), followed by a decrease to low concentrations, which continued until the end of the experiment (150 DAS). The application of biochar increased the soil NH4+–N concentration by 10.5–65.1% compared to NPK fertilizer alone [11]. In the current study, the NH4+–N concentration was significantly improved by 73.7–144% in the WHB20F100I100 treatment compared to the fertilizer alone (WHB0F200I100) until 60 DAS. However, after 90 DAS, the opposite trend was observed. The NH4+–N concentration on 90 DAS and 130 DAS was higher (by 139 and 136%, respectively) in the control treatment (WHB0F200I100) compared to the biochar-amended treatment (WHB20F100I100). This is likely due to reduced nutrient absorption by the plants, since the plant biomass in the control treatment (WHB0F200I100) was 211% lower than in the WHB20F100I100 treatment (Figure 5). The observed improvement in NH4+–N concentration in the soil likely contributed to an increase in NO3–N levels, as NH4+–N serves as a substrate for nitrification processes.

4.2.3. Nitrate–Nitrogen

The concentration of NO3–N in this study was initially low and then increased until 60 DAS, and then decreased. After 90 DAS, it decreased regardless of the treatments. Similarly, the concentration of NO3–N in the soil peaked at 100 DAS and then decreased, remaining relatively low until the end of the experiment [60]. According to a meta-analysis by Liu et al. [12], the application of biochar increased the abundance of ammonia-oxidizing bacteria (AOB) by 37% and the nitrification rate by 57%, particularly in acidic soil (pH ≤ 5), which resulted in a higher NO3–N concentration in the soil. In our study, the combined application of biochar and fertilizer under full irrigation increased the NO3–N concentration by 131–637% in WHB20F200I100 compared to the control (WHB0F200I100) until 60 DAS. Similarly, the soil NO3–N concentration increased by 109 and 158% due to the application of 0.5 and 2% biochar on silty loam soil [54]. Ginebra et al. [11] also demonstrated that the application of biochar increased soil NO3–N concentrations by 21.7–139% compared to NPK fertilizer alone. However, in our study, after 90 DAS, the NO3–N concentration in the control (WHB0F200I100) was higher by 173 and 139% compared to the combined biochar and fertilizer treatments under full irrigation (WHB20F200I100). This is likely due to the higher nutrient absorption by plants in the higher biochar-amended treatments, as the biomass was higher in the amended treatments than in the control. The application of biochar increased the concentration of NO3–N in the soil by increasing the soil pH, which promotes the conversion of NH4+ to NH3 as a direct substrate for ammonia monooxygenase catalysis, thereby increasing the nitrification rate of the soil [61]. Additionally, biochar increased the soil nitrification rate by adsorbing nitrification-inhibiting compounds such as soluble phenols and terpenes [22] and decreasing the leaching of nitrate ions [58].

4.2.4. Available Phosphorus

Biochar application to the soil can decrease P fixation by iron and aluminum cations (Fe3+ and Al3+) and enhance P availability in P-fertilized soils [13,14]. In this study, the concentration of available P increased with an increase in biochar rate, regardless of fertilizer and irrigation water amount, throughout the experimental period. The application of 20 t ha−1 biochar combined with inorganic fertilizer (WHB20F200I100) improved available P by 85.8–427% compared to fertilizer alone (WHB0F200I100) during different times of the crop-growing period. Similarly, the application of biochar improved soil available P by 111 and 658% (0.5 and 2% biochar, respectively) compared to those without biochar treatment [54]. Ginebra et al.’s [10] experiment also showed that available P was increased by 21.6–219% (compared to unamended soil) and 102–116% (compared to NPK alone) due to the amendment of different-biomass biochar. Furthermore, the observed improvement in soil pH in our study likely contributed to an enhancement in available P levels. Optimal soil pH conditions help decrease phosphorus fixation, which occurs more prominently in acidic soils, increase its mobility within the soil matrix, and increase the availability of phosphorus, thus promoting enhanced nutrient uptake [62] and potentially boosting crop productivity.

4.3. Effects of Combined Application of Biochar and Fertilizer on Crop Biomass and Grain Yield

According to Hussain et al. [63], biochar soil amendment improves crop productivity mainly by increasing nutrient use efficiency and water-holding capacity. Moreover, as stated by Yan et al. [64] biochar amendment improves nutrient availability, photosynthesis, and plant water availability, which increases crop growth and development, particularly in acidic soil.

4.3.1. Wheat Dry Biomass

The dry biomass of the wheat crop significantly increased with the combined application of biochar and fertilizer (WHB20F200I100) by 850% (compared to no amendment) and 260% (compared to fertilizer alone) under the full crop water requirement. Similarly, the application of biochar improved wheat crop biomass by 26.2–33.9% compared to no amendment [65]. In Cong et al.’s [66] study, the application of biochar under deficit irrigation showed that wheat biomass was improved by 45.2% in 20 t ha−1 biochar under 0.8ETc compared to without biochar. Similarly, in our study, the application of biochar only (WHB20F0I50) under a 50% crop water requirement increased dry biomass by 391% compared to no biochar treatment (WHB0F0I100). This result showed that, although a reduction in crop performance under deficit irrigation is a common response of most crops, amendment of the soil with organic materials such as biochar can mitigate the determinantal effect of moisture deficit [67].

4.3.2. Wheat Grain Yield

Amendment of the soil with biochar can decrease Fe3+, Al3+, and H+ toxicity effects on plant root growth, cell division, and nutrient availability, resulting in low crop productivity, particularly in acidic soil [4]. In our study, the combined application of biochar and fertilizer under a full crop water requirement (WHB20F200I100) improved grain yield by 173% compared to fertilizer alone (WHB0F200I100). Similarly, Hu et al.’s [68] study showed that the combined application of biochar and NP inorganic fertilizer increased the wheat crop yield by 81.7% compared to treatments without biochar amendments. Although reducing the irrigation water to 50% of the crop requirement (WHB20F200I50) reduced the grain yield of the crop by 20%, it was not statistically significantly different from the 100% crop water requirement (WHB20F200I100). This result is consistent with Singh et al. [69], which showed that a reduction of water use to 70% of ETc maintained plant physiology, growth, and yield similar to 100% ETc due to the amendment of biochar. This is probably related to the ability of biochar to improve water use efficiency, as indicated by the study of Mohsen et al. [67] where water use efficiency was higher in the treatments amended by biochar under a 50% plant water requirement, and the total crop yield under all deficit irrigation levels with biochar-amended treatments was higher than unamended treatments. Moreover, in our study, the reduction in soil bulk density and increase in soil porosity due to biochar amendment allows for adequate water infiltration, drainage, and air movement, promoting healthy plant growth, and pH and plant nutrients (NH4+–N, NO3–N, and available P) were also enhanced in the combined application of biochar and fertilizer treatments, which contributed to the crop yield.

5. Conclusions

Water hyacinth biochar significantly improved soil bulk density, porosity, moisture content, pH, available nitrogen, and phosphorus when it was applied in combination with chemical fertilizer, as compared to the sole application of fertilizer. Eventually, the dry biomass and grain yield of the wheat crop were significantly increased.
Due to the positive effects of water hyacinth biochar, a 50% reduction of the irrigation water required for wheat production resulted in a wheat dry biomass and grain yield comparable with the 100% irrigation water requirement of wheat production. Therefore, it can be concluded that water hyacinth biochar combined with NPS fertilizer can improve soil physicochemical properties as well as wheat productivity in acidic silty loam soils. By demonstrating the effectiveness of biochar and fertilizer in improving soil quality and crop yield under the specific acidic conditions of our experimental site, we anticipate that similar positive outcomes can be expected in other regions with comparable soil characteristics.

Author Contributions

D.F.: conceptualization, investigation, methodology, formal analysis, validation, data curation, manuscript writing, fund acquisition, and reviewing and editing. F.A.M.: conceptualization, investigation, methodology, validation, supervision, and reviewing and editing. Y.K.: investigation, formal analysis, and reviewing and editing. S.A.L.: conceptualization, reviewing and editing, and project administration. M.L.: investigation, formal analysis, and reviewing and editing. S.S.: conceptualization, investigation, methodology, validation, supervision, reviewing and editing, and project leader. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by Science and Technology Research Partnership for Sustainable Development (SATREPS; Grant Number JPMJSA2005) funded by the Japan Science and Technology Agency (JST)/Japan International Cooperation Agency (JICA). The APC will be funded by the Japan Science and Technology Agency (JST)/Japan International Cooperation Agency (JICA).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The corresponding author can provide the datasets generated during and/or analyzed in the current study upon reasonable request.

Acknowledgments

I would like to express my deep gratitude to Fekadu Tiruneh for managing the experimental site, and to Mamaru Getinet and the staff of the Lake Tana and Other Water Bodies Protection and Development Agency for facilitating biochar production. Additionally, I appreciate support from the Injibara University staff for providing various facilities for our experiment.

Conflicts of Interest

The authors declare that they have no known financial conflicts of interest or personal relationships that can affect the publication of this paper.

Appendix A

Table A1. The main and interaction effects of biochar (B), fertilizer (F), and irrigation (I) on treatments on each days after sowing (DAS) interval.
Table A1. The main and interaction effects of biochar (B), fertilizer (F), and irrigation (I) on treatments on each days after sowing (DAS) interval.
pHNH4+–NNO3–N
715306090130715306090130715306090130
Effects---------------------------- DAS -------------------------------------------------------- DAS -------------------------------------------------------- DAS ----------------------------
B******************************************************
Fnsnsnsnsnsns**ns****************************
Insnsnsnsnsnsnsnsns****ns***nsns***ns
B*F*nsnsnsnsnsnsnsns********************ns
B*Insnsnsnsnsnsnsnsns****ns***nsns***ns
F*Insnsnsnsnsnsnsnsns*nsns**nsnsns**ns
B*F*Insnsnsnsnsnsnsnsns*nsns**nsnsns**ns
Available PSoil moisture contentBulk densitySoil porosity
7153060901307153060901307013070130
Effects---------------------------- DAS -------------------------------------------------------- DAS ---------------------------------- DAS ---------- DAS -----
B*******************************************
F*****************nsns***nsnsnsnsnsnsns
I***nsnsnsnsnsns*nsnsns*nsnsnsns
B*F***nsns**ns***nsnsnsnsnsnsnsnsnsns
B*I***nsnsnsnsnsns*nsnsns*nsnsnsns
F*Insnsnsns*nsnsnsnsnsnsnsnsnsnsns
B*F*Insnsnsns*nsnsnsnsnsnsnsnsnsnsns
*, **, and *** denote significant differences by p < 0.05, 0.01, and 0.001, respectively, and ns non-significant among different treatments.

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Figure 1. Experimental site map.
Figure 1. Experimental site map.
Soilsystems 08 00072 g001
Figure 2. Variation of monthly mean solar radiation (SR), total rainfall (RF), maximum (Tmax), and minimum (Tmin) temperatures of study area during experimental season.
Figure 2. Variation of monthly mean solar radiation (SR), total rainfall (RF), maximum (Tmax), and minimum (Tmin) temperatures of study area during experimental season.
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Figure 3. The effect of water hyacinth biochar (WHB) rates (0, 5, 10, and 20 t ha−1) on soil bulk density. Mean separation was performed separately for each day after sowing (DAS) among different treatments. Means that do not share the same letter were significantly different at 5% level of significance. Vertical bars indicate standard deviation of means.
Figure 3. The effect of water hyacinth biochar (WHB) rates (0, 5, 10, and 20 t ha−1) on soil bulk density. Mean separation was performed separately for each day after sowing (DAS) among different treatments. Means that do not share the same letter were significantly different at 5% level of significance. Vertical bars indicate standard deviation of means.
Soilsystems 08 00072 g003
Figure 4. The effect of water hyacinth biochar (WHB) rates (0, 5, 10, and 20 t ha−1) on soil porosity Mean separation was performed separately for each day after sowing (DAS) among different treatments. Means that do not share same letter were significantly different at 5% level of significance. Vertical bars indicate standard deviation of means.
Figure 4. The effect of water hyacinth biochar (WHB) rates (0, 5, 10, and 20 t ha−1) on soil porosity Mean separation was performed separately for each day after sowing (DAS) among different treatments. Means that do not share same letter were significantly different at 5% level of significance. Vertical bars indicate standard deviation of means.
Soilsystems 08 00072 g004
Figure 5. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on wheat crop dry biomass. Means that do not share same letter were significantly different at 5% level of significance. Vertical bars indicate the standard deviation of means.
Figure 5. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on wheat crop dry biomass. Means that do not share same letter were significantly different at 5% level of significance. Vertical bars indicate the standard deviation of means.
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Figure 6. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on wheat crop grain yield. Means that do not share same letter were significantly different at 5% level of significance. Vertical bars indicate the standard deviation of means.
Figure 6. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on wheat crop grain yield. Means that do not share same letter were significantly different at 5% level of significance. Vertical bars indicate the standard deviation of means.
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Table 1. Treatments of field experiment.
Table 1. Treatments of field experiment.
Biochar (t ha−1)Fertilizer (kg ha −1)Irrigation Water (%)TreatmentsDefinition
00100WHB0F0I100No biochar + No fertilizer + 100% irrigation
0200100WHB0F200I100No biochar + 200 kg ha−1 fertilizer + 100% irrigation
520050WHB5F200I505 t ha−1 biochar + 200 kg ha−1 fertilizer + 50% irrigation
5200100WHB5F200I1005 t ha−1 biochar + 200 kg ha−1 fertilizer + 100% irrigation
1020050WHB10F200I5010 t ha−1 biochar + 200 kg ha−1 fertilizer + 50% irrigation
10200100WHB10F200I10010 t ha−1 biochar + 200 kg ha−1 fertilizer + 100% irrigation
20050WHB20F0I5020 t ha−1 biochar + No fertilizer + 50% irrigation
200100WHB20F0F10020 t ha−1 biochar + No fertilizer + 100% irrigation
2010050WHB20F100I5020 t ha−1 biochar + 100 kg ha−1 fertilizer + 50% irrigation
20100100WHB20F100I10020 t ha−1 biochar + 100 kg ha−1 fertilizer + 100% irrigation
2020050WHB20F200I5020 t ha−1 biochar + 200 kg ha−1 fertilizer + 50% irrigation
20200100WHB20F200I10020 t ha−1 biochar + 200 kg ha−1 fertilizer + 100% irrigation
Where WHB: water hyacinth-derived biochar, F: NPS inorganic fertilizer, and I: irrigation water requirement of wheat crop.
Table 2. Basic characterization of soil samples.
Table 2. Basic characterization of soil samples.
SandSiltClayBulk DensitypHT-CT-NNH4+-NNO3-NAvailable P §CEC #
--------------- % ---------------g cm−3 ------------- % ------------------------ mg kg−1 ------------cmolc kg−1
20.465.913.71.214.423.710.4831.5215.70.39218.2
Where § (Mehlich 3 -extraction), # (cation exchange capacity), T-C (total carbon), T-N (total nitrogen).
Table 3. Basic characterization of biochar samples.
Table 3. Basic characterization of biochar samples.
YieldpHT-CT-HT-NT-OH/CO/CC/NOrganic CarbonNH4+-NNO3-N
% --------------- % ---------------- % ------- mg kg−1 -------
28.910.735.20.760.93042.60.021.2137.816.80.7480.676
Available P §CEC #Fix carbonVolatile matterAshSBETSmicroSmeso and SmacroVmicroVmeso and VmacroVtotalPore width
mg kg−1cmolc kg−1------------- % -------------------------- m2 g−1 -------------------------- cm3 g−1 -------------nm
83733.420.359.220.553.225.927.30.0120.0470.0594.45
Where § (Mehlich 3 extraction), # (cation exchange capacity), T-C (total carbon), T-N (total nitrogen), T-H (total hydrogen), T-O (total oxygen), H/C (hydrogen to carbon ratio), O/C (oxygen to carbon ratio), and C/N (carbon to nitrogen ratio), SBET (BET surface area), Smicro (micropore surface area), Smeso and Smacro (meso and macro surface area), Vmicro (micropore volume), Vmeso and Vmacro (meso and macro pore volume), and Vtotal (total pore volume) of locally produced water hyacinth biochar.
Table 4. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on soil moisture content.
Table 4. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on soil moisture content.
Moisture Content (%)
715306090130
Treatment------------------------------------- Days after Sowing (DAS) -----------------------------------------
WHB0F0I10031.6 ± 0.003 a26.7 ± 0.002 c24.8 ± 0.013 h25.9 ± 0.006 a24.8 ± 0.004 a30.2 ± 0.004 c
WHB0F200I10032.7 ± 0.010 a27.3 ± 0.001 bc27.1 ± 0.002 g26.6 ± 0.015 a25.2 ± 0.002 a30.9 ± 0.006 bc
WHB5F200I5032.3 ± 0.003 a27.1 ± 0.007 bc27.6 ± 0.001 g26.5 ± 0.013 a25.2 ± 0.013 a31.3 ± 0.006 abc
WHB5F200I10033.1 ± 0.007 a27.9 ± 0.001 abc28.1 ± 0.003 fg26.9 ± 0.006 a25.5 ± 0.013 a31.5 ± 0.005 abc
WHB10F200I5032.5 ± 0.016 a27.4 ± 0.007 bc28.4 ± 0.000 efg27.2 ± 0.007 a25.4 ± 0.007 a31.7 ± 0.003 abc
WHB10F200I10033.0 ± 0.017 a28.4 ± 0.011 abc29.1 ± 0.001 def27.6 ± 0.010 a25.6 ± 0.032 a32.1 ± 0.014 abc
WHB20F0I5034.0 ± 0.008 a28.0 ± 0.010 abc29.4 ± 0.001 cdef26.8 ± 0.012 a25.9 ± 0.006 a32.6 ± 0.003 abc
WHB20F0I10034.9 ± 0.011 a29.0 ± 0.005 ab29.8 ± 0.000 cde29.1 ± 0.003 a28.1 ± 0.011 a33.3 ± 0.009 ab
WHB20F100I5033.1 ± 0.012 a27.9 ± 0.001 abc30.1 ± 0.001 cd27.7 ± 0.002 a25.7 ± 0.025 a33.1 ± 0.014 ab
WHB20F100I10033.4 ± 0.011 a29.5 ± 0.009 a30.8 ± 0.003 bc28.2 ± 0.012 a27.2 ± 0.009 a31.9 ± 0.001 abc
WHB20F200I5033.6 ± 0.004 a27.8 ± 0.002 abc31.6 ± 0.001 ab27.7 ± 0.005 a26.7 ± 0.005 a31.8 ± 0.002 abc
WHB20F200I10034.1 ± 0.017 a28.8 ± 0.003 ab32.6 ± 0.007 a28.1 ± 0.006 a26.6 ± 0.008 a33.9 ± 0.007 a
Mean separation was performed separately among different treatments for each day after sowing (7, 15, 30, 60, 90, and 130 DAS). The same letters denote no significant differences at 5% level of significance.
Table 5. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on soil pH.
Table 5. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on soil pH.
Soil pH
715306090130
Treatment------------------------------------- Days after Sowing (DAS) -----------------------------------------
WHB0F0I1004.65 ± 0.059 c4.85 ± 0.079 a4.90 ± 0.117 a4.97 ± 0.064 b4.67 ± 0.124 c5.03 ± 0.062 c
WHB0F200I1004.60 ± 0.052 c4.73 ± 0.087 a4.85 ± 0.066 a4.97 ± 0.084 b4.73 ± 0.044 bc5.12 ± 0.091 bc
WHB5F200I504.65 ± 0.030 c4.78 ± 0.143 a4.83 ± 0.085 a5.08 ± 0.143 ab4.96 ± 0.018 abc5.42 ± 0.118 abc
WHB5F200I1004.67 ± 0.023 c4.86 ± 0.065 a4.96 ± 0.135 a5.23 ± 0.100 ab5.02 ± 0.058 abc5.58 ± 0.196 ab
WHB10F200I504.78 ± 0.102 c4.82 ± 0.062 a4.93 ± 0.113 a5.21 ± 0.134 ab5.15 ± 0.083 ab5.48 ± 0.007 abc
WHB10F200I1004.71 ± 0.047 c4.92 ± 0.145 a5.05 ± 0.068 a5.24 ± 0.123 ab5.19 ± 0.036 ab5.73 ± 0.062 a
WHB20F0I504.81 ± 0.044 c4.95 ± 0.149 a5.19 ± 0.082 a5.28 ± 0.066 ab5.14 ± 0.237 ab5.73 ± 0.289 a
WHB20F0I1004.94 ± 0.144 abc5.12 ± 0.137 a5.14 ± 0.175 a5.19 ± 0.116 ab5.26 ± 0.165 a5.73 ± 0.190 a
WHB20F100I504.88 ± 0.166 bc4.96 ± 0.171 a5.23 ± 0.165 a5.14 ± 0.138 ab5.28 ± 0.257 a5.70 ± 0.243 a
WHB20F100I1005.29 ± 0.138 a5.11 ± 0.296 a5.24 ± 0.241 a5.47 ± 0.154 a5.31 ± 0.258 a5.90 ± 0.332 a
WHB20F200I504.94 ± 0.072 abc4.99 ± 0.094 a5.33 ± 0.211 a5.30 ± 0.024 ab5.29 ± 0.039 a5.75 ± 0.060 a
WHB20F200I1005.20 ± 0.192 ab5.15 ± 0.179 a5.28 ± 0.068 a5.45 ± 0.229 a5.33 ± 0.077 a5.79 ± 0.139 a
Mean separation was performed separately among different treatments for each day after sowing (7, 15, 30, 60, 90, and 130 DAS). The same letters denote no significant differences at 5% level of significance.
Table 6. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on soil NH4+–N.
Table 6. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on soil NH4+–N.
NH4+–N (mg kg−1)
715306090130
Treatment------------------------------------- Days after Sowing (DAS) -----------------------------------------
WHB0F0I10012.5 ± 0.345 f17.8 ± 1.21 d22.4 ± 3.75 d92.0 ± 8.98 b58.3 ± 2.62 a10.4 ± 1.81 a
WHB0F200I10021.4 ± 1.49 ef19.9 ± 1.06 cd26.2 ± 0.070 cd98.1 ± 6.26 b58.1 ± 0.542 a11.0 ± 1.19 a
WHB5F200I5029.0 ± 2.18 de27.3 ± 1.48 bcd26.3 ± 6.99 cd124 ± 24.6 b39.7 ± 0.543 bc6.19 ± 0.473 bcde
WHB5F200I10032.8 ± 2.28 cde33.3 ± 4.57 abc33.1 ± 0.283 bcd121 ± 14.8 b31.4 ± 4.08 cd8.15 ± 1.23 abcd
WHB10F200I5037.1 ± 2.34 bcd38.6 ± 1.77 ab35.6 ± 6.99 bcd127 ± 11.3 b34.9 ± 1.70 bcd5.92 ± 1.08 cde
WHB10F200I10038.3 ± 0.773 bcd38.7 ± 5.02 ab35.0 ± 6.70 bcd134 ± 18.8 b33.3 ± 4.02 cd4.86 ± 0.168 de
WHB20F0I5043.5 ± 7.26 abc41.7 ± 8.20 ab47.6 ± 6.19 ab123 ± 13.1 b45.7 ± 6.86 b9.81 ± 1.46 ab
WHB20F0I10045.0 ± 2.14 ab42.4 ± 4.75 a43.5 ± 7.37 abc121 ± 5.29 b29.1 ± 0.962 cd9.48 ± 0.578 abc
WHB20F100I5041.3 ± 1.55 abc42.8 ± 2.71 a48.2 ± 7.66 ab127 ± 10.5 b34.3 ± 4.76 bcd7.76 ± 0.729 abcd
WHB20F100I10052.2 ± 1.08 a42.9 ± 3.42 a45.5 ± 3.01 ab194 ± 33.0 a24.3 ± 3.01 d4.6 ± 0.662 de
WHB20F200I5045.4 ± 4.96 ab40.7 ± 1.28 ab48.3 ± 0.469 ab192 ± 24.6 a32.7 ± 3.07 cd3.02 ± 0.180 e
WHB20F200I10047.2 ± 4.11 ab43.3 ± 1.80 a61.1 ± 5.02 a138 ± 7.82 b23.5 ± 0.280 d2.87 ± 0.405 e
Mean separation was performed separately among different treatments for each day after sowing (7, 15, 30, 60, 90, and 130 DAS). The same letters denote no significant differences at 5% level of significance.
Table 7. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on soil NO3–N.
Table 7. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on soil NO3–N.
NO3–N (mg kg−1)
715306090130
Treatment------------------------------------- Days after Sowing (DAS) -----------------------------------------
WHB0F0I1001.36 ± 0.154 g2.05 ± 0.350 f3.93 ± 0.597 d16.8 ± 2.75 d58.3 ± 5.18 a13.4 ± 0.284 a
WHB0F200I1002.17 ± 0.011 fg2.92 ± 0.074 ef6.98 ± 0.697 d17.7 ± 3.16 d57.6 ± 2.39 a10.3 ± 0.521 b
WHB5F200I502.57 ± 0.310 efg5.60 ± 0.175 de7.27 ± 2.17 cd17.8 ± 0.562 d52.9 ± 0.438 a9.52 ± 0.608 bc
WHB5F200I1002.60 ± 0.104 efg5.76 ± 0.575 d7.75 ± 1.51 cd23.5 ± 1.79 cd40.9 ± 4.61 bc7.56 ± 0.129 cde
WHB10F200I502.88 ± 0.515 def5.77 ± 1.11 d9.59 ± 2.15 bcd22.3 ± 0.192 cd38.7 ± 0.548 c7.75 ± 0.210 cde
WHB10F200I1003.86 ± 0.390 de8.68 ± 0.505 bc13.9 ± 0.905 ab32.3 ± 1.14 bc23.7 ± 0.752 de6.46 ± 0.712 def
WHB20F0I504.13 ± 0.110 d5.75 ± 0.448 d9.04 ± 0.869 bcd27.1 ± 4.89 cd50.9 ± 3.11 ab9.03 ± 0.580 bc
WHB20F0I1004.25 ± 0.301 d7.57 ± 0.550 cd12.9 ± 0.859 abc30.6 ± 6.17 c26.4 ± 0.589 de8.23 ± 1.44 bcd
WHB20F100I506.42 ± 0.646 c9.19 ± 0.916 abc14.0 ± 0.539 ab34.2 ± 5.08 abc31.5 ± 4.62 cd8.15 ± 0.425 bcd
WHB20F100I1008.62 ± 0.739 b10.4 ± 1.88 ab14.2 ± 2.79 ab30.9 ± 4.73 c25.2 ± 0.003 de4.0 ± 0.010 g
WHB20F200I508.6 ± 0.524 b10.7 ± 2.08 ab16.3 ± 1.20 a43.2 ± 0.002 ab24.1 ± 0.572 de5.56 ± 0.064 efg
WHB20F200I10010.7 ± 0.473 a11.7 ± 0.530 a16.1 ± 2.80 a46.4 ± 3.41 a21.1 ± 2.32 e4.31 ± 0.610 fg
Mean separation was performed separately among different treatments for each day after sowing (7, 15, 30, 60, 90, and 130 DAS). Same letters denote no significant differences at 5% level of significance.
Table 8. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on soil available phosphorus.
Table 8. The effect of water hyacinth biochar (WHB), NPS fertilizer (F), and irrigation (I) on soil available phosphorus.
Available P (mg kg−1)
715306090130
Treatment------------------------------------- Days after Sowing (DAS) -----------------------------------------
WHB0F0I1000.412 ± 0.020 f0.646 ± 0.024 e0.331 ± 0.013 e0.729 ± 0.114 d0.073 ± 0.002 e0.616 ± 0.075 e
WHB0F200I1000.514 ± 0.012 f0.846 ± 0.074 de0.734 ± 0.102 de0.740 ± 0.104 d0.927 ± 0.096 d0.942 ± 0.095 de
WHB5F200I500.596 ± 0.055 f1.47 ± 0.052 cd0.838 ± 0.045 de0.947 ± 0.056 d0.939 ± 0.085 d0.994 ± 0.114 de
WHB5F200I1000.627 ± 0.094 ef1.53 ± 0.076 bcd1.06 ± 0.020 de0.903 ± 0.071 d1.04 ± 0.072 cd1.10 ± 0.141 cd
WHB10F200I500.995 ± 0.174 de1.63 ± 0.226 bc1.54 ± 0.095 cd1.04 ± 0.141 d1.58 ± 0.243 bc1.29 ± 0.076 cd
WHB10F200I1001.23 ± 0.144 cd1.66 ± 0.258 bc1.39 ± 0.204 cd1.14 ± 0.069 bcd1.09 ± 0.200 cd1.25 ± 0.053 cd
WHB20F0I501.46 ± 0.129 c1.81 ± 0.237 abc3.04 ± 0.122 ab1.52 ± 0.007 abc1.55 ± 0.058 bcd1.08 ± 0.036 cd
WHB20F0I1001.95 ± 0.180 b2.05 ± 0.250 abc2.31 ± 0.391 bc1.09 ± 0.045 cd1.34 ± 0.104 cd1.13 ± 0.079 cd
WHB20F100I501.45 ± 0.021 c1.73 ± 0.395 bc3.06 ± 0.112 ab1.58 ± 0.284 ab1.63 ± 0.208 bc1.53 ± 0.156 bc
WHB20F100I1002.58 ± 0.064 a1.95 ± 0.321 abc3.12 ± 0.592 ab1.63 ± 0.170 a1.64 ± 0.285 bc1.52 ± 0.062 bc
WHB20F200I502.02 ± 0.104 b2.19 ± 0.000 ab3.17 ± 0.414 ab1.70 ± 0.189 a2.06 ± 0.328 ab2.20 ± 0.202 a
WHB20F200I1002.71 ± 0.140 a2.45 ± 0.117 a3.37 ± 0.325 a1.68 ± 0.187 a2.51 ± 0.115 a1.75 ± 0.231 ab
Mean separation was performed separately among different treatments for each day after sowing (7, 15, 30, 60, 90, and 130 DAS). Same letters denote no significant differences at 5% level of significance.
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MDPI and ACS Style

Fentie, D.; Mihretie, F.A.; Kohira, Y.; Legesse, S.A.; Lewoyehu, M.; Sato, S. Enhancing Soil Environments and Wheat Production through Water Hyacinth Biochar under Deficit Irrigation in Ethiopian Acidic Silty Loam Soil. Soil Syst. 2024, 8, 72. https://doi.org/10.3390/soilsystems8030072

AMA Style

Fentie D, Mihretie FA, Kohira Y, Legesse SA, Lewoyehu M, Sato S. Enhancing Soil Environments and Wheat Production through Water Hyacinth Biochar under Deficit Irrigation in Ethiopian Acidic Silty Loam Soil. Soil Systems. 2024; 8(3):72. https://doi.org/10.3390/soilsystems8030072

Chicago/Turabian Style

Fentie, Desalew, Fekremariam Asargew Mihretie, Yudai Kohira, Solomon Addisu Legesse, Mekuanint Lewoyehu, and Shinjiro Sato. 2024. "Enhancing Soil Environments and Wheat Production through Water Hyacinth Biochar under Deficit Irrigation in Ethiopian Acidic Silty Loam Soil" Soil Systems 8, no. 3: 72. https://doi.org/10.3390/soilsystems8030072

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