Manganese Supply Improves Bread Wheat Productivity, Economic Returns and Grain Biofortification under Conventional and No Tillage Systems

Abstract

Manganese is an important essential micronutrient, and its deficiency causes latent health issues in humans. Agronomic biofortification can promisingly improve the plant nutrient concentration without changing the genetic makeup of plants. This study was designed to assess the best method of Mn application to enhance productivity and grain Mn contents under conventional tillage (CT) and no tillage (NT) systems. Manganese was delivered through seed coating (250-mg kg⁻¹ seed), osmopriming (0.1-M Mn solution), soil application (1 kg ha⁻¹), and foliar application (0.25-M Mn solution). A general control with no seed Mn application was included, whereas hydropriming and water spray were used as positive control treatments for Mn seed priming and Mn foliar spray, respectively. No tillage had a higher total soil porosity (9%), soil organic carbon (16%), soil microbial biomass carbon (4%), nitrogen (2%), and soil nutrients in the CT system. Manganese nutrition through various methods significantly enhanced the yield, grain biofortification, and net benefits for CT and NT systems. Averaged across two years, the maximum improvement in grain productivity was recorded with osmopriming (28%) followed by foliar application (26%). The highest grain Mn concentration (29% over no application) was recorded with Mn foliar applications under both tillage systems. Moreover, the highest economic returns and marginal net benefits were recorded with osmopriming. To improve the wheat production, profitability, and grain Mn concentration, Mn application through priming and foliar application may be opted.

1. Introduction

Hidden hunger is an emerging issue that is adversely affecting the global population and has become a major challenge [1,2]. Globally, there are around 0.8 billion people who are persistently hungry and malnourished [3]. Above two billion people suffer from hidden hunger, particularly in developing countries [4]. The global population is escalating with rapid growth, and food demand is also rising at the same rate. After the green revolution, the major focus of the research was to increase the food quantity, without any focus on the quality of food [5,6,7]. About 50% of the global population is influenced by micronutrient deficiencies, because they are solely dependent upon cereals for their diet [8]. Micronutrients have a chief role in the metabolic and physiological functions of the plant, and their deficiency leads to disturbances in developmental cascades of plants and adversely affects productivity [9]. They are required in minor quantities and, at the above optimum amount, they become toxic [10].

Manganese (Mn) is essentially needed for the better functioning of all living organisms considered as an important micronutrient [11]. At higher concentrations, Mn reduces the availability of iron (Fe), copper (Cu), boron (B), and zinc (Zn) in soil [12]. Manganese is essential for neurotransmitter synthesis, brain functioning, and involved in carbohydrate and lipid metabolism [13,14]. In plants, Mn is necessary for hydrolysis in the oxygen-evolving complex of photosystem II. Additionally, it is required in chloroplast breakdown and chlorophyll biosynthesis [15,16]. The deficiency of Mn impedes root development, reduce tillering, and causes interveinal chlorosis [17,18]. The prevalence of Mn deficiency is higher in alkaline calcareous soils [19], adversely affecting plant growth and productivity. Staple cereals, especially wheat and rice, showed a higher sensitivity of Mn deficiency compared with other crops [19,20]. A survey reported that, globally, 10% of agricultural soils are Mn-deficient [21]. In soil solution, the concentration of micronutrients (Mn, copper (Cu), iron (Fe), and zinc (Zn)) is mainly dependent upon the soil pH, redox potential, and soil organic matter [22]. Reduction in pH or redox potential can enhance the Fe, Cu, Mn, and Zn concentrations [23].

Conventional tillage (CT) significantly alters the soil properties and improves the seed-to-soil contact that ultimately leads to a better crop stand [24]. Nevertheless, intensive soil manipulation adversely affects the soil properties and deteriorates soil health and quality [25]. In this situation, no tillage (NT) is the best option, as it involves no soil disturbance, ensures timely wheat plantation, and increases the productivity and profitability of rice–wheat rotation on a sustained basis [26,27]. Wheat planting in the no tillage system, it helps to conserve energy resources (water and fuel) and improves soil health [28].

Fundamentally, the occurrence of micronutrient deficiency is high in developing countries, because the agriculture systems of these countries do not produce nutrient-rich foods [29]. There are a variety of options to overcome malnutrition problems, including food diversification, postharvest food fortification, pharmaceutical supplementation, and biofortification [30]. Agronomic biofortification is one of the major strategies to enhance the nutrient concentration in grain [31], which is attained by the application of micronutrients through seed treatments (seed coating and priming) and foliar and soil application [32,33]. Biofortification with agronomic interventions is potentially an efficient, economical, easy-to-implement, and more sustainable approach compared to genetic biofortification [34,35].

Although the application of Mn improves the wheat productivity, information about the role of Mn nutrition when applied through various methods on yield, economics, grain Mn accumulation, and use efficiency of wheat under conventional and conservation tillage systems is lacking. Therefore, the present study was carried out with the hypothesis that Mn application through different methods would improve the productivity and wheat grain biofortification of wheat under different tillage systems. The objectives of the present study were (a) to determine the most effective method of Mn application to enhance wheat productivity and grain biofortification under CT and NT and evaluate the economics and Mn efficiencies of Mn application (b) to study the impacts of different tillage permutations on soil health properties and nutrient dynamics.

2. Materials and Methods

2.1. Site, Soil and Climate

The study was executed at the Research Area, University of Agriculture, Faisalabad (latitude 73.89° E, longitude 31.62° N and altitude 183.8 m above sea level), Pakistan during 2017–2018 and 2018–2019. The soil of the experimental field was sandy clay loam in texture at the Lyallpur series, classified as Haplic Yermosols in the Food and Agriculture Organization (FAO) classification system [36] and fine-silty aridisol, hyperthermic Ustalfic, Haplagrid in the US Department of Agriculture (USDA) classification system [37]. Before initiation of the experiment, soil samples were collected for a soil physicochemical analysis [38]. The initial soil analysis indicated that the soil of the study had a pH of 7.1, electrical conductivity (EC) 0.49 dSm⁻¹, total soil organic matter 6.3 g kg⁻¹, total nitrogen (N) 0.358 g kg⁻¹, available phosphorus (P) 0.00702 g kg⁻¹, extractable potassium (K) 0.086 g kg⁻¹, and Mn concentration 3.85 ppm. The climate of Faisalabad is generally hot, subtropical to semi-arid, with maximum temperatures of 43–46 °C during summer and the minimum temperatures of 6–9 °C during the winter. The weather data for both experimental periods are given in Figure 1.

2.2. Plant Material

Anaaj-2017 cultivar of wheat was procured from Wheat Research Institute, Faisalabad. Germination potential and moisture contents of the seeds were determined according to [39] and were 94% and 12%, respectively.

2.3. Experimental Details

The experiment was designed as a randomized complete block design under a split-plot arrangement; where tillage systems were kept in the main plots and Mn application treatments were placed in subplots. The tillage system was comprised of conventional tillage and no tillage systems. There were seven Mn treatments viz. no application, Mn seed coating, hydropriming, osmopriming, basal application, foliar application of Mn, and water spray. For performing a coating of the seeds, an adhesive solution was prepared with Arabic gum, and Mn (250 mg kg⁻¹ seed) was added in sticky solution, and the seed was added in the solution for 30 min and allowed to adhere on seeds. For seed priming, seeds were dipped in aerated distilled water (hydropriming) or 0.1-M aerated Mn solution (osmopriming) for 12 h with 1:5 seed weight to a solution: volume ratio. The aquarium pump was used for the provision of artificial aeration to the solution during soaking. From the soaking solution, seeds were removed, washed by using distilled water, and dried for gaining their original weight. Mn soil application was carried out by its broadcasting at the rate of 1 kg ha⁻¹ before seed drilling. For foliar application, 0.25-M Mn solution (Foliar Mn) or water was sprayed using a manual sprayer at the booting stage (BBCH-40) [40]. Hydropriming and water spray were considered as a positive control for osmopriming and Mn foliar application. The source for Mn was MnSO₄.7H₂O for all treatments. Husbandry practices during both experimental seasons are detailed in

Table 1. Crop husbandry details in wheat during 2017 and 2018 and 2018 to 2019.

Year	2017–2018		2018–2019
Tillage System	Conventional Tillage	No Tillage	Conventional Tillage	No Tillage
Previous crop stubble management	14 November		17 November
Soaking (Rauni) irrigation	17 November	17 November	21 November	21 November
Land preparation 3 cultivations of field up to depth of 0.3 m + 2 plankings	21 November		26 November
Seeding rate (kg ha−1)	125	125	125	125
Seed treatment	Hombre 37.25% FS (Imidacloprid and Tebuconazole) 2 mL kg−1	Hombre 37.25% FS (Imidacloprid and Tebuconazole) 2 mL kg−1	Hombre 37.25% FS (Imidacloprid and Tebuconazole) 2 mL kg−1	Hombre 37.25% FS (Imidacloprid and Tebuconazole) 2 mL kg−1
Sowing	Sowing with a manually operated drill (23 November)	Direct seeding in undisturbed post rice soil with a manually operated NT drill (23 November)	Sowing with a manually operated drill (28 November)	Direct seeding in undisturbed post rice soil with a manually operated NT drill (28 November)
Fertilizers application N:P:K kg ha−1	115:85:65	115:85:65	115:85:65	115:85:65
Weed management	Total 80 WG (sulfosulfuron and iodosulfuron) at 30 DAS	Total 80 WG (sulfosulfuron and iodosulfuron) at 30 DAS	Axial 50 EC (pinoxaden) at 30 DAS	Axial 50 EC (pinoxaden) at 30 DAS
Harvesting	20 April	20 April	24 April	24 April

DAS = Days after sowing. NT = no tillage. FS = Flowable concentrate for seed treatment.

. Based on soil test, fertilizers were applied at 115:85:65 N:P:K kg ha⁻¹, respectively. At the time of sowing, half of the N and complete doses of P and K were applied, while the N remaining dose was applied in two halves with first (25 days after sowing (DAS) and second irrigations (55 DAS).

2.4. Observations, Measurements, and Data Analysis

2.4.1. Soil Properties

For the determination of soil bulk density (BD), total soil porosity (TSP), soil organic carbon (SOC), total N, available P, and extractable K, soil samples were taken at final harvest from two sampling depths (0–10 cm and 10–20 cm). Whereas the soil was sampled at the anthesis stage (BBCH-69) [40] for the estimation of soil microbial biomass carbon (SMBC) and nitrogen (SMBN). Data regarding BD [41] and TSP [42], SOC [43], total N [44], available P [45], and extractable K [46] were estimated. Chloroform extraction method was used for the determination of SMBC and SMBN [47,48].

2.4.2. Yield Parameters

The number of productive tillers were determined from a 1 m⁻² unit area in each plot from four random points at final harvest. Twenty spikes were randomly selected from each plot and after threshing grains were separated. From the same spikes, grains were counted to record grains per spike. The crop was manually harvested from each plot, tied into bundles, sundried for a week, and weighed to record the biological yield. The crop, from each plot was threshed with the help of a mini-thresher, grains were separated, and grain yield was recorded. For 1000-grain weight, three subsamples of 1000 grains from each plot were taken and weighed using digital weighing beam. The harvest index was recorded as the ratio of dry grain yield to biological yield and expressed in percentage.

2.4.3. Grain and Straw Mn Concentrations

Mature samples of grain and straw were taken and prepared by wet ashing [49]. Samples were oven-dried, crushed, and weighed. Afterward, these samples were digested in a di-acid mixture (HClO₄:HNO₃ at 3:10 v/v), and Mn concentration in grains and straw was determined on atomic absorption spectrophotometer (Perkin Elmer, San Jose, CA, USA).

2.4.4. Estimation of Mn Use Efficiency

Manganese use efficiencies, viz., agronomic (AgE), physiological (PE), agro-physiological (AgPE), apparent recovery (ARE), utilization efficiency (UE), and Mn harvest index (MnHI) were calculated by following Fageria [12] and Shivay and Prasad [50].

$$\mathrm{Agronomic}\mathrm{efficiency}=\frac{{\mathrm{GY}}_{\mathrm{Mn}}-{\mathrm{GY}}_{\mathrm{C}}}{{\mathrm{Mn}}_{\mathrm{a}}}$$

$$\mathrm{Physiological}\mathrm{efficiency}=\frac{{\mathrm{Y}}_{\mathrm{Mn}}-{\mathrm{Y}}_{\mathrm{C}}}{{\mathrm{U}}_{\mathrm{Mn}}-{\mathrm{U}}_{\mathrm{C}}}$$

$$\mathrm{Agro}-\mathrm{physiological}\mathrm{efficiency}=\frac{{\mathrm{GY}}_{\mathrm{Mn}}-{\mathrm{GY}}_{\mathrm{C}}}{{\mathrm{U}}_{\mathrm{Mn}}-{\mathrm{U}}_{\mathrm{C}}}$$

$$\mathrm{Apparent}\mathrm{recovery}\mathrm{efficiency}=\frac{{\mathrm{U}}_{\mathrm{Mn}}-{\mathrm{U}}_{\mathrm{C}}}{{\mathrm{Mn}}_{\mathrm{a}}}$$

$$\mathrm{Utilization}\mathrm{efficiency}=\mathrm{PE}\times \mathrm{ARE}$$

$$\mathrm{Mn}\mathrm{harvest}\mathrm{index}=\frac{{\mathrm{GU}}_{\mathrm{Mn}}}{{\mathrm{U}}_{\mathrm{Mn}}}$$

where GY_Mn is grain yield of Mn fertilized plots, GY_C is the yield of unfertilized plots, Mn_a is the total amount of Mn applied, Y_Mn is the grain and straw yield of Mn-treated plots, Yc is the grain and straw yield of unfertilized plots, U_Mn is the Mn uptake in the grain and straw of Mn-fertilized plots, and U_C is the uptake of Mn in the grain and straw of untreated plots.

2.4.5. Economic Analysis

For the estimation of net benefits and the benefit:cost ratio (BCR), an economic analysis was performed following [51]. For deriving adjusted grain and straw yield, the actual grain and straw yield was reduced by 10%. Seed, irrigation, fertilizers, plant protection, labor cost, and harvest were included as a fixed cost, whereas tillage operations and Mn nutrition were included as a variable cost. The marginal analysis was performed by the following [52].

2.4.6. Statistical Analysis

Data were statistically analyzed using computer software Statistix 8.1. For mean separation, Tukey’s HSD (honest significant difference) test was applied at the 5% probability level [53]. SigmaPlot 10.0 was used for graphical representation of data.

3. Results

3.1. Soil Properties

Wheat tillage systems (WTs) had a significant impact on the soil BD, TSP, SOC, SMBC, and SMBN at both sampling depths during both years of experimentation (

Table 2. Influence of tillage systems on soil health parameters recorded after wheat harvest.

Treatments	2017–2018		2018–2019
	0–10 cm	10–20 cm	0–10 cm	10–20 cm
	Soil Bulk Density (g cm−3)
Conventional tillage	1.54 A	1.50 A	1.56 A	1.55 A
No tillage	1.49 B	1.45 B	1.54 A	1.49 B
HSD (p ≤ 0.05)	0.02	0.01	NS	0.03
	Total Soil Porosity (%)
Conventional tillage	39.00 A	38.07 B	41.67 B	38.66 B
No tillage	40.51 A	41.03 A	45.11 A	42.41 A
HSD (p ≤ 0.05)	NS	1.28	1.43	0.79
	Soil Microbial Biomass Carbon (μg g−1)
Conventional tillage	155.31 B	161.52 A	167.73	165.98 B
No tillage	162.10 A	162.87 A	173.76	171.13 A
HSD (p ≤ 0.05)	1.74	NS	1.10	1.24
	Soil Microbial Biomass Nitrogen (μg g−1)
Conventional tillage	508 B	486 B	514 B	507 B
No tillage	519 A	498 A	532 A	515 A
HSD (p ≤ 0.05)	9.4	2.99	14.87	2.66
	Soil Organic Carbon (g kg−1)
Conventional tillage	7.02 B	6.28 B	6.98 B	6.89 B
No tillage	8.36 A	7.09 A	8.08 A	8.08 A
HSD (p ≤ 0.05)	0.063	0.08	0.072	0.25

HSD = honestly significant difference and NS = Non-significant; Means sharing the same letter during a year for a parameter do not differ significantly at p ≤ 0.05 HSD.

). Soil BD was recorded higher (3% at 0–10 cm and 4% at 10–20 cm) from A CT system in comparison to NT system for both years (Table 2). Under NT, substantial improvements were observed at 0–10 cm and 10–20 cm sampling depths in TSP (8% and 9%), SMBC (4% and 3%), SMBN (3% and 2%), and SOC (17% and 15%) on an average of two years (Table 2).

Total N, available P, and extractable K were also affected by tillage systems during 2017–2018 and 2018–2019 (Figure 2), whereas the results were nonsignificant for total N during the first year of study. Total N was 12% higher in the NT system, compared to CT during 2018 to 2019. The highest available phosphorus was recorded (9% and 8%) with a NT system compared to CT during both study years. Likewise, NT showed the highest values (6% and 7%) for extractable K compared with CT during the 2017 to 18 and 2018 to 19 (Figure 2).

3.2. Yield Parameters

A manganese application considerably influenced the productive tillers during both study years. However, WTs had no considerable impact on the productive tillers. Across different WTs, the highest value for the number of productive tillers i.e., 12% higher during each year, was observed with osmopriming, compared with those in no Mn application treatment. Grains per spike were substantially improved with Mn application, and 23% and 27% higher grains per spike were observed with osmopriming during the first and second years of study, respectively. Results were statistically at par for the first year to foliar-applied Mn in case of grains per spike. The highest 1000-grain weight (20% and 32% over control) was noted with osmopriming during 2017–2018 and 2018–2019, respectively. However, osmopriming was statistically at par with Mn foliar application during both years. The highest biological yield was found by soil-applied Mn in the CT system and NT system for the first and second years, respectively. The grain yield was highest (36% and 26% over control) with osmopriming in the NT system during both study years. Grain yield (26% over control) was found with osmopriming for the second year. The harvest index was highest with a foliar application of Mn for both years (

Table 3. Effect of manganese application on the yield and related traits of wheat planted under two tillage systems.

Treatments	2017–2018			2018–2019
	Conventional Tillage	No Tillage	Mean (Mn)	Conventional Tillage	No Tillage	Mean (Mn)
Productive Tillers (m−2)
No application	311 g	320 e	315.5 E	300 i	311 ef	305.5 E
Seed coating	338 c	349 b	343.5 B	330 c	332 c	331.0 B
Hydropriming	318 ef	325 d	321.5 C	305 gh	313 ef	309.0 DE
Osmopriming	349 b	360 a	354.5 A	339 b	344 a	341.5 A
Soil application	351 b	340 c	345.5 B	322 d	329 c	325.5 C
Water spray	319 ef	317 f	318.0 DE	303 hi	310 ef	306.5 DE
Mn-foliar application	319 ef	321 e	320.0 CD	309 fg	314 e	311.5 D
Mean (WTs)	329 A	333 A		315 B	322 A
HSD (p ≤ 0.05)	Mn = 3.02			WTs = 0.61; Mn = 5.14
Number of Grains per Spike
No application	37 a	36 a	36.5 C	35 a	36 a	35.0 D
Seed coating	42 a	41 a	41.5 B	41 a	41 a	41.0 C
Hydropriming	37 a	36 a	36.5 C	36 a	36 a	36.0 D
Osmopriming	44 a	46 a	45.0 A	44 a	45 a	44.5 A
Soil application	41 a	42 a	41.5 B	40 a	41 a	40.5 C
Water spray	38 a	37 a	37.5 C	36 a	35 a	35.5 D
Mn-foliar application	45 a	45 a	45.5 A	43 a	43 a	43.0 B
Mean (WTs)	40.7 A	40.4 A		39.3 A	39.6 A
HSD (p ≤ 0.05)	Mn = 1.13			Mn = 0.71
1000-Grain Weight (g)
No application	38.84 a	39.69 a	39.26 D	34.56 f	35.27 ef	34.91 E
Seed coating	43.95 a	43.95 a	43.95 B	42.16 d	43.95 c	43.05 B
Hydropriming	39.65 a	38.71 a	39.18 D	35.89 e	36.51 e	36.20 D
Osmopriming	45.70 a	45.41 a	45.55 A	46.21 a	46.23 a	46.22 A
Soil application	42.16 a	42.16 a	42.16 C	41.16 d	42.36 d	41.76 C
Water spray	38.15 a	39.65 a	38.90 D	34.15 f	36.45 e	35.30 DE
Mn-foliar application	46.22 a	47.00 a	46.61 A	44.67 bc	45.97 ab	45.32 A
Mean (WTs)	42.10 A	42.40 A		39.83 B	40.96 A
HSD (p ≤ 0.05)	Mn = 1.31			WTs = 1.03; Mn = 0.94
Biological Yield (t ha−1)
No application	7.18 gh	7.03 h	7.10 F	7.31 h	7.42 gh	7.36 E
Seed coating	7.92 ef	7.78 f	7.85 D	8.04 e	8.11 de	8.07 C
Hydropriming	7.39 g	7.21 gh	7.30 E	7.45 fg	7.59 f	7.52 D
Osmopriming	8.37 bc	8.18 cd	8.28 B	8.28 cd	8.44 c	8.36 B
Soil application	8.60 a	8.40 ab	8.50 A	8.62 b	8.85 a	8.74 A
Water spray	7.26 gh	7.11 h	7.19 EF	7.35 gh	7.51 fg	7.43 DE
Mn-foliar application	8.11 de	7.96 def	8.04 C	7.98 e	7.98 e	7.98 C
Mean (WTs)	7.83	7.67		7.87 A	8.02 A
HSD (p ≤ 0.05)	Mn = 0.15; WTs × Mn = 0.22			Mn = 0.09; WTs × Mn = 0.13
Grain Yield (t ha−1)
No application	3.09 h	3.14 h	3.11 E	3.33 ef	3.34 ef	3.34 E
Seed coating	3.67 e	3.71 e	3.69 C	3.76 d	3.73 d	3.74 D
Hydropriming	3.21 g	3.25 fg	3.23 D	3.32 ef	3.34 ef	3.33 E
Osmopriming	4.01 c	4.21 a	4.11 A	4.18 a	4.19 a	4.18 A
Soil application	3.85 d	3.89 d	3.87 B	3.94 c	3.93 c	3.93 C
Water spray	3.28 f	3.21 g	3.24 D	3.34 ef	3.29 f	3.32 E
Mn-foliar application	4.11 b	4.02 c	4.06 A	4.06 b	4.04 b	4.05 B
Mean (WTs)	3.60	3.63		3.71	3.70
HSD (p ≤ 0.05)	Mn = 0.046; WTs × Mn = 0.065			Mn = 0.038; WTs × Mn = 0.051
Harvest Index (%)
No application	43.04 a	44.66 a	43.85 F	45.65 cde	45.29 cde	45.47 C
Seed coating	46.34 a	47.7 a	47.02 C	46.77 b	46.00 bc	46.38 BC
Hydropriming	43.44 a	45.09 a	44.26 EF	44.66 def	44.00 f	44.33 D
Osmopriming	49.44 a	52.84 a	51.14 A	50.64 a	49.57 a	50.10 A
Soil application	44.77 a	46.31 a	45.54 D	45.71 bcd	44.41 ef	45.06 CD
Water spray	45.18 a	45.10 a	45.14 DE	45.44 cde	43.81 f	44.63 D
Mn-foliar application	49.11 a	49.15 a	49.13 B	50.84 a	50.17 a	50.78 A
Mean (WTs)	45.90 A	47.30 A		47.13 A	46.15 A
HSD (p ≤ 0.05)	Mn = 0.95			Mn = 1.52

WTs = Wheat tillage systems, Mn = Manganese, and HSD = Honestly significant difference. Means sharing the same letters for main effects and interactions do not differ significantly at p ≤ 0.05 for a parameter during the growing season.

).

3.3. Grain and Straw Mn Concentrations

Manganese nutrition significantly improved the grain and straw Mn accumulation. For both years, the highest grain Mn content was recorded by its foliar application under both WTs (Figure 3). The highest straw Mn concentration was noted with osmopriming during both years in the CT and NT systems (Figure 3).

3.4. Manganese Use Efficiency Indices

The application of Mn considerably influenced the efficiency indices (

Table 4. Effect of manganese application methods on Mn use efficiencies of wheat under two tillage systems.

Treatments	2017–2018			2018–2019			2017–2018			2018–2019
	CT	NT	Mean (Mn)	CT	NT	Mean (Mn)	CT	NT	Mean (Mn)	CT	NT	Mean (Mn)
	Agronomic Efficiency (kg kg−1)						Physiological Efficiency (kg kg−1)
No application	-	-	-	-	-	-	-	-	-	-	-	-
Seed coating	18,560 a	18,240 a	18,400 A	13,547 a	11,840 a	12,693 A	42.43 c	43.86 c	43.15 B	49.88 a	51.97 a	50.93 BC
Osmopriming	2040 b	1760 b	1900 B	1513 b	1420 b	1467 B	53.94 bc	52.66 c	53.30 B	63.08 a	66.20 a	64.64 B
Soil application	760 b	750 b	755 B	603 b	570 b	587 C	122.40 a	111.96 ab	117.18 A	143.9 a	145.4 a	144.7 A
Mn-foliar application	736 b	856 b	796 B	685 b	659 b	672 BC	45.37 c	46.81 c	46.09 B	30.58 a	43.64 a	37.11 C
Mean (WTs)	5524 A	5402 A		4087 A	3622 A		66.0 A	63.8 A		71.8 A	76.8 A
HSD (p ≤ 0.05)	Mn = 1530			Mn = 874			Mn = 18.5			Mn = 20.9
	Agro-Physiological Efficiency (kg kg−1)						Apparent Recovery Efficiency (%)
No application	-	-	-	-	-	-	-	-	-	-	-	-
Seed coating	33.38 a	33.77 a	33.57 C	28.98 de	27.01 e	28.00 C	145.63 a	69.6 b	107.6 A	118.75 a	54.72 a	86.73 A
Osmopriming	45.84 a	39.54 a	42.69 B	41.23 c	38.55 cd	39.89 B	3.83 c	3.46 c	3.64 B	3.09 a	2.84 a	2.96 BC
Soil application	67.47 a	61.17 a	64.32 A	65.32 a	57.74 ab	61.53 A	1.23 c	1.23 c	1.23 B	0.94 a	0.99 a	0.96 C
Mn-foliar application	45.06 a	53.20 a	49.13 B	48.30 bc	63.84 a	56.07 A	14.19 c	13.41 c	13.80 B	11.84 a	8.80 a	10.32 B
Mean (WTs)	47.94 A	46.92 A		45.96	46.78		41.22 A	21.92 A		33.65 A	16.83 A
HSD (p ≤ 0.05)	Mn = 8.90			Mn = 8.13; WTs × Mn = 11.50			Mn = 21.63			Mn = 8.04
	Utilization Efficiency (kg kg−1)						Manganese Harvest Index (%)
No application	-	-	-	-	-	-	44.57 cde	44.21 de	44.39 C	49.98 cd	49.87 c	49.43 C
Seed coating	5920 a	3000 b	4460 A	5840 a	2760 b	4300 A	44.95 b–e	46.72 b	45.83 BC	50.18 bcd	51.28 b	50.73 B
Osmopriming	198.3 c	177 c	187.6 C	195 c	187.7 c	191.3 B	43.44 e	46.69 b	45.07 BC	51.02 bc	50.77 bc	50.89 B
Soil application	142 c	137 c	139.5 C	131 c	143 c	137 B	45.73 bcd	46.41 bc	46.07 B	50.50 bc	50.94 bc	50.72 B
Mn-foliar application	620 c	624.4 c	622.2 B	360 c	373.3 c	366.7 B	49.10 a	50.49 a	49.80 A	53.88 a	54.98 a	54.43 A
Mean (WTs)	1720 A	984.6 B		1632 A	866 B		45.56 A	46.90 A		50.91 A	51.57 A
HSD (p ≤ 0.05)	Mn = 382.66			Mn = 408.1			Mn = 1.55			Mn = 0.91

WTs = wheat tillage systems, Mn = manganese, CT = conventional tillage, NT = no tillage, HSD = honestly significant difference. Means sharing the same letters for main effects and interactions do not differ significantly at p ≤ 0.05 for a parameter during the growing season.

). However, the effects of WTs were not significant for efficiency indices. Mn seed coating showed the highest AgE during both years. The PE was highest, with soil-applied Mn during both study years. Likewise, the AgPE was highest, with soil-applied Mn for the first year, whereas the highest AgPE was observed with soil-applied Mn in a CT system during the second experimental year; the results were statistically similar to the soil-applied Mn in the NT system. ARE and UE were highest by seed coating with Mn for both experimental years. MnHI was highest with foliar-applied Mn during both study years, and the results were statistically at par to seed coated with Mn during the second year (Table 4).

3.5. Economic and Marginal Analysis

The economic analysis showed that manganese application improved the net benefits of wheat through either application method grown in both tillage systems. Nevertheless, the highest net benefits and BCR were noted with osmopriming in the CT and NT systems. Among WTs, the NT system had the highest net benefits compared with the CT system (

Table 5. Economics of Mn application methods in wheat under conventional tillage and no tillage (pooled data for 2017–2018 and 2018–2019).

Treatments		Grain Yield (t ha−1)	Straw Yield (t ha−1)	Adjusted Grain Yield (t ha−1)	Adjusted Straw Yield (t ha−1)	Gross Income ($ ha−1)	Total Fixed Cost ($ ha−1)	Total Variable Cost ($ ha−1)	Total Cost ($ ha−1)	Net Benefits ($ ha−1)	Benefit Cost Ratio
CT	No application	3.21	4.03	2.89	3.63	904	519.86	56.25	576.11	279.96	1.57
	Mn-coating	3.72	4.27	3.34	3.84	1029	519.86	60.86	580.72	399.83	1.77
	Hydropriming	3.27	4.15	2.94	3.74	922	519.86	57.81	577.68	296.03	1.60
	Osmopriming	4.10	4.17	3.69	3.76	1113	519.86	62.50	582.36	482.69	1.91
	Soil application	3.90	4.72	3.51	4.24	1089	519.86	68.75	588.61	452.06	1.85
	Water spray	3.31	4.00	2.98	3.60	925	519.86	57.81	577.68	298.94	1.60
	Mn-foliar application	4.09	4.01	3.68	3.61	1103	519.86	70.31	590.18	464.27	1.87
NT	No application	3.25	3.98	2.93	3.58	910	482.04	56.25	538.29	327.32	1.69
	Mn-coating	3.72	4.23	3.35	3.80	1028	482.04	60.86	542.89	440.66	1.89
	Hydropriming	3.30	4.11	2.97	3.69	926	482.04	57.81	539.85	341.52	1.72
	Osmopriming	4.20	4.21	3.78	3.79	1137	482.04	62.50	544.54	547.24	2.09
	Soil application	3.91	4.72	3.52	4.24	1092	482.04	68.75	550.79	496.86	1.98
	Water spray	3.25	4.06	2.93	3.66	914	482.04	57.81	539.85	329.41	1.69
	Mn-foliar application	4.03	3.85	3.63	3.46	1084	482.04	70.31	552.35	486.77	1.96

1$ = 128 PKR, USD $ 10.15/40 kg for grain, USD $ 1.87/40 kg for straw, CT = conventional tillage, and NT = no tillage.

). Likewise, the highest marginal rate of return was recorded with osmopriming (

Table 6. Marginal analysis for the effects of Mn application on the wheat performance in different tillage systems (pooled data for 2 years).

Treatments		Total Variable Cost ($ ha−1)	Net Benefits ($ ha−1)	Marginal Cost ($)	Marginal Net Benefits ($)	Marginal Rate of Return (%)
CT	No application	56.25	279.96
	Mn-coating	60.86	399.83	4.61	119.87	2600.64
	Hydropriming	57.81	296.03	1.56	16.07	1028.38
	Osmopriming	62.50	482.69	6.25	202.72	3243.59
	Soil application	68.75	452.06	12.50	172.10	1376.80
	Water spray	57.81	298.94	1.56	18.98	1214.75
	Mn-foliar application	70.31	464.27	14.06	184.31	1310.66
NT	No application	56.25	327.32
	Mn-coating	60.86	440.66	4.61	113.34	2458.90
	Hydropriming	57.81	341.52	1.56	14.21	909.12
	Osmopriming	62.50	547.24	6.25	219.92	3518.75
	Soil application	68.75	496.86	12.50	169.54	1356.31
	Water spray	57.81	329.41	1.56	2.09	134.00
	Mn-foliar application	70.31	486.77	14.06	159.46	1133.92

1$ = 128 PKR, CTW = conventional tillage, and NT = no tillage.

).

4. Discussion

The results supported the hypothesis that Mn nutrition in wheat by different application methods increased the productivity, net benefits, grain Mn concentration, and its efficient use in conventional, as well as conservation, tillage systems (Table 3, Table 4, Table 5 and Table 6 and Figure 2); nevertheless, a variation was found for various Mn application methods and WTs. The no tillage system enhanced the soil health attributes in comparison to the CT system, as depicted by a decrease in soil BD and improvement in total soil porosity, soil organic carbon, soil microbial biomass nitrogen, soil microbial biomass carbon, total N, available P, and extractable K for both years of experimentation (Table 2 and Figure 2). Soil BD was higher under the CT system owing to intensive tillage and soil compaction with heavy tillage implements [54,55]. Lower BD under the NT system due to minimizing the soil disturbances, which makes its way towards improving the soil pores’ continuity [56]. It is well-documented that with a decrease in soil BD, TSP increased [57]. Moreover, residues holding on to soil surface results in firm aggregates formation and improves TSP [58,59,60], as less soil disturbance improves the transmission and storage pores of soil [61]. Furthermore, the reduction in soil compaction under the NT system provided a feasible environment for the microbial population in the soil, thus improving the SMBC, SMBN, and SOC [62]. Higher residues retention on the soil cover amended the soil health owing to a greater availability of carbon for decomposition; as reduced soil disturbance in the NT system provide organic C continuously for soil microfauna, thus enhancing the microbial activity and biomass [63,64,65]. No tillage (NT) decreases the decomposition of SOM and reduces the soil C losses and improves the SMBC, SMBN, and SOC [66]. Soil microbial biomass carbon and SOC were improved under the NT system, which may be due to the conservation of mineralizable C from reserved residues that improve the results of biological activities of soil by increasing the concentration of soil enzymes, including phosphatase and urease [67]. Contrarily, the CT exposed stored soil carbon due to an intensive disturbance of soil that may lead to the depletion of SOC, lessening the biological activity, and active microbial biomass [68,69]. In addition, under the CT system, the dispersal of soil particles owing to intensive soil disturbances intensifies carbon-rich macropores and free the SOM particles having higher degradability and poor stability results in SOC loss [70]. Concentrations of total N and available P were improved under the NT system, because N and P are directly associated with the presence of crop residues, as it enhances the storage of N and N in the top layer of the soil [71]. Likewise, no tillage leads to more contents of P stratification near the soil surface [72]. In a CT system, the soil is highly exposed to the aerial environment that leads to N volatilization. Moreover, higher nitrate leaching was observed in a CT system compared with the NT system [73]. In CT, during plowing, soil inversion shifts fertile subsoil to the surface, leading to the possibility of leaching [74].

Both WTs and methods of Mn applications significantly affected the yield and associated traits (Table 3). Better results regarding the productive tillers, grain weight, and grain yield with the NT system were due to better soil properties and nutrient dynamics [75]. Under both tillage systems, Mn nutrition through either method significantly enhanced the grain yield of wheat (Table 3). Manganese has a significant role in photosynthesis and assimilates translocation toward grains during grain development [76]. A deficiency of Mn leads to the poor development of anthers, pollens infertility, reduction in assimilates translocation, poor seed setting, and declined grain yield [77].

Among the application methods, osmopriming and foliar applications effectively improved the yield and yield contributing components. Manganese osmopriming produced the highest number of productive tillers owing to uniform and vigorous stand establishment. Primed seeds have excessive metabolites that are readily available during planting [78]. It plays a significant role to readily start and completes the process of germination, which can lead to uniform crop standing even under adverse conditions [79] and leads to improved seed setting and grain weight [33]. Manganese nutrition improves the number of tillers and seeds set due to better pollen germination and fertilization [80]. After osmopriming, foliar-applied Mn enhanced the wheat yield for both WTs, because it is an efficient method of application owing to various reasons, including lower application rates, uniform application and distribution, and rapid plant response [81]. The lower response of Mn basal application was might due to lower SOM and alkaline calcareous soils that reduced the Mn availability to plants [82]. Grain weight with Mn application on foliage might be due to an improved source-sink relationship that ensures maximum assimilates supply during grain development [83]. Such findings could be helpful for model and non-model plants [84,85].

The manganese foliar application might improve the grain yield; as Mn foliar fertilization at the anthesis stage efficiently translocates the Mn towards reproductive parts, and then accumulates in grains [86,87]. In addition, the foliar application of Mn resulted in absorption in the leaf epidermis, and after remobilization, it was transported into developing grains via xylem [88]. Furthermore, foliar-applied Mn improved the grain Mn contents that may be due to the accumulation of Mn on flag leaf and better translocation toward grains, with the appropriate balance of photosynthates among vegetative, as well as reproductive parts.

Wheat tillage systems, different Mn application methods, and their interactions significantly affect their net benefits and BCR (Table 5). Maximum net income and BCR were achieved by osmopriming in the NT system. The lowest income and BCR were recorded where Mn was not applied in the CT system (Table 5). Nonetheless, the marginal study showed that osmopriming is the better profitable approach of Mn application with the highest marginal rate of return (Table 6).

5. Conclusions

The application of Mn through either method enhanced the productivity, economic returns, and grain biofortification under both tillage permutations. The highest wheat yield and economic returns were achieved with osmopriming followed by foliar-applied Mn, particularly under the no tillage system. The variations in the efficacy of Mn application methods in relation to the grain Mn contents was also found among different tillage systems, because the Mn foliar approach gave the maximum grain of Mn accumulation under both tillage systems. Among the tillage systems, the no till system improved the soil health attributes, as shown by higher TSP, SMBC, SMBN, and SOC due to the improved microbial activity and nutrient concentration compared with a conventional till system. In crux, wheat cultivation under the no tillage system with Mn application as osmopriming and foliar application is helpful in attaining better yield and grain biofortification.