Understanding G × E Interaction for Nutritional and Antinutritional Factors in a Diverse Panel of Vigna stipulacea (Lam.) Kuntz Germplasm Tested Over the Locations

Micronutrient malnutrition or hidden hunger is a serious challenge toward societal well-being. Vigna stipulacea (Lam.) Kuntz (known locally as Minni payaru), is an underutilized legume that has the potential to be a global food legume due to its rich nutrient profile. In the present study, 99 accessions of V. stipulacea were tested for iron (Fe), zinc (Zn), calcium (Ca), protein, and phytate concentrations over two locations for appraisal of stable nutrient-rich sources. Analysis of variance revealed significant effects of genotype for all the traits over both locations. Fe concentration ranged from 29.35–130.96 mg kg–1 whereas Zn concentration ranged from 19.44 to 74.20 mg kg–1 across both locations. The highest grain Ca concentration was 251.50 mg kg–1 whereas the highest grain protein concentration was recorded as 25.73%. In the case of grain phytate concentration, a genotype with the lowest value is desirable. IC622867 (G-99) was the lowest phytate containing accession at both locations. All the studied traits revealed highly significant genotypic variances and highly significant genotype × location interaction though less in magnitude than the genotypic variance. GGE Biplot analysis detected that, for grain Fe, Zn, and Ca concentration the ‘ideal’ genotypes were IC331457 (G-75), IC331610 (G-76), and IC553564 (G-60), respectively, whereas for grain protein concentration IC553521 (G-27) was the most “ideal type.” For phytate concentration, IC351407 (G-95) and IC550523 (G-99) were considered as ‘ideal’ and ‘desirable,’ respectively. Based on the desirability index, Location 1 (Kanpur) was identified as ideal for Fe, Zn, Ca, and phytate, and for grain protein concentration, Location 2 (New Delhi) was the ideal type. A significant positive correlation was detected between grain Fe as well as grain Zn and protein concentration considering the pooled analysis over both the locations where as a significant negative association was observed between phytate and protein concentration over the locations. This study has identified useful donors and enhanced our knowledge toward the development of biofortified Vigna cultivars. Promoting domestication of this nutrient-rich semi-domesticated, underutilized species will boost sustainable agriculture and will contribute toward alleviating hidden hunger.

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Genetic Relationship between Kernel Discoloration and Grain Protein Concentration in Barley

Crop Science ◽

10.2135/cropsci2003.1671 ◽

2003 ◽

Vol 43 (5) ◽

pp. 1671-1679 ◽

Cited By ~ 21

Author(s):

Paulo C. Canci ◽

Lexingtons M. Nduulu ◽

Ruth Dill‐Macky ◽

Gary J. Muehlbauer ◽

Donald C. Rasmusson ◽

...

Keyword(s):

Genetic Relationship ◽

Protein Concentration ◽

Grain Protein ◽

Grain Protein Concentration ◽

Kernel Discoloration

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Crop and soil nitrogen status of tilled and no-tillage systems in semiarid regions of Saskatchewan

Canadian Journal of Soil Science ◽

10.4141/s01-036 ◽

2002 ◽

Vol 82 (4) ◽

pp. 489-498 ◽

Cited By ~ 29

Author(s):

B G McConkey ◽

D. Curtin ◽

C A Campbell ◽

S A Brandt ◽

F. Selles

Keyword(s):

Grain Yield ◽

Protein Concentration ◽

Grain Protein ◽

Soil N ◽

Grain Protein Concentration ◽

Brown Soil ◽

Semiarid Regions ◽

Soil Zone ◽

Tillage System ◽

Loam Soil

We examined 1990-1996 crop and soil N data for no-tillage (NT), minimum tillage (MT) and conventional tillage (CT) systems from four long-term tillage studies in semiarid regions of Saskatchewan for evidence that the N status was affected by tillage system. On a silt loam and clay soil in the Brown soil zone, spring what (Triticum aestivum L.) grain yield and protein concentration were lower for NT compared with tilled (CT or MT) systems for a fallow-wheat (F-WM) rotation. Grain protein concentration for continuous wheat (Cont W) was also lower for NT than for MT. For a sandy loam soil in the Brown soil zone, durum (Triticum durum L.) grain protein concentration was similar for MT and NT for both Cont W and F-W, but NT had higher grain yield than MT (P < 0.05 for F-W only). For a loam soil in the Dark Brown soil zone, wheat grain yield for NT was increased by about 7% for fallow-oilseed-wheat (F-O-W) and wheat-oilseed-wheat (W-O-W) rotations. The higher grain yields for NT reduced grain protein concentration by dilution effect as indicated by similar grain N yield. However, at this site, about 23 kg ha-1 more fertilizer N was required for NT than for CT. Elimination of tillage increased total organic N in the upper 7.5 cm of soil and N in surface residues. Our results suggest that a contributing factor to decreased availability of soil N in medium- and fine-textured soils under NT was a slower rate of net N mineralization from organic matter. Soil nitrates to 2.4 m depth did not indicate that nitrate leaching was affected by tillage system. Current fertilizer N recommendations developed for tilled systems may be inadequate for optimum production of wheat with acceptable grain protein under NT is semiarid regions of Saskatchewan. Key words: Tillage intensity, N availability, soil N fractions, N mineralization, crop residue decomposition, grain protein

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Effect of leaf spotting diseases on grain yield and seed traits of wheat in southern Saskatchewan

Canadian Journal of Plant Science ◽

10.4141/p01-128 ◽

2002 ◽

Vol 82 (3) ◽

pp. 507-512 ◽

Cited By ~ 18

Author(s):

H. Wang ◽

M. R. Fernandez ◽

F. R. Clarke ◽

R. M. DePauw ◽

J. M. Clarke

Keyword(s):

Grain Yield ◽

Protein Concentration ◽

Flag Leaf ◽

Kernel Weight ◽

Test Weight ◽

Grain Protein ◽

Seed Traits ◽

Grain Protein Concentration ◽

Leaf Emergence ◽

Weight Test

Although leaf spotting diseases have been reported to have a negative effect on grain yield and seed characteristics of wheat (Triticum spp.), the magnitude of such effects on wheat grown on dryland in southern Saskatchewan is not known. A fungicide experiment was conducted at Swift Current (Brown soil) and Indian Head (Black soil) from 1997 to 1999 to determine the effect of leaf spotting diseases on yield and seed traits of wheat. Two fungicides, Folicur 3.6F and Bravo 500, were applied at different growth stages on three common wheat (Triticum aestivum L.) and three durum wheat (T. turgidum L. var durum) genotypes. Fungicide treatments generally did not affect yield, kernel weight, test weight or grain protein concentration, and these effects were relatively consistent among genotypes. Folicur applied at head emergence in 1997 and at flag leaf emergence and/or head emergence in 1998 increased yield at Indian Head (P < 0.05). Fungicides applied at and before flag leaf emergence tended to increase kernel weight. Grain protein concentration increased only in treatments of Bravo applications at Indian Head in 1998. These results suggested that under the dryland environment and management in southern Saskatchewan leaf spotting diseases generally have a small effect on yield, kernel weight, test weight and protein concentration. Key words: Wheat, leaf spotting diseases, fungicide, yield

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Effect of weeds and nitrogen fertiliser on yield and grain protein concentration of wheat

Australian Journal of Experimental Agriculture ◽

10.1071/ea9960443 ◽

1996 ◽

Vol 36 (4) ◽

pp. 443 ◽

Cited By ~ 5

Author(s):

MG Mason ◽

RW Madin

Keyword(s):

Grain Yield ◽

Weed Control ◽

Dry Matter ◽

Protein Concentration ◽

The Other ◽

Grain Protein ◽

Dry Matter Yield ◽

Wheat Grain ◽

Grain Protein Concentration ◽

Nitrogen Fertiliser

Field trials at Beverley (19911, Salmon Gums (1991; 2 sites) and Merredin (1992; 2 sites), each with 5 rates of nitrogen (N) and 3 levels of weed control, were used to investigate the effect of weeds and N on wheat grain yield and protein concentration during 1991 and 1992. Weeds in the study were grasses (G) and broadleaf (BL). Weeds reduced both vegetative dry matter yield and grain yield of wheat at all sites except for dry matter at Merredin (BL). Nitrogen fertiliser increased wheat dry matter yield at all sites. Nitrogen increased wheat grain yield at Beverley and Merredin (BL), but decreased yield at both Salmon Gums sites in 1991. Nitrogen fertiliser increased grain protein concentration at all 5 sites-at all rates for 3 sites [Salmon Gums (G) and (BL) and Merredin (G)] and at rates of 69 kg N/ha or more at the other 2 sites [Beverley and Merredin (BL)]. However, the effect of weeds on grain protein varied across sites. At Merredin (G) protein concentration was higher where there was no weed control, possibly due to competition for soil moisture by the greater weed burden. At Salmon Gums (G), grain protein concentration was greater when weeds were controlled than in the presence of weeds, probably due to competition for N between crop and weeds. In the other 3 trials, there was no effect of weeds on grain protein. The effect of weeds on grain protein appears complex and depends on competition between crop and weeds for N and for water at the end of the season, and the interaction between the two.

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Genotypic Variationin Dry Weight and Nitrogen Concentration of Wheat Plant Parts; Relations to Grain Yield and Grain Protein Concentration

Journal of Agricultural Science ◽

10.5539/jas.v4n11p11 ◽

2012 ◽

Vol 4 (11) ◽

Author(s):

Ali Hafeez Malik ◽

Allan Andersson ◽

Ramune Kuktaite ◽

Muhammad Yaqub Mujahid ◽

Bismillah Khan ◽

...

Keyword(s):

Grain Yield ◽

Protein Concentration ◽

Nitrogen Concentration ◽

Wheat Plant ◽

Dry Weight ◽

Grain Protein ◽

Grain Protein Concentration ◽

Plant Parts

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Nitrogen requirements of irrigated wheat on the Darling Downs

Australian Journal of Experimental Agriculture ◽

10.1071/ea9810424 ◽

1981 ◽

Vol 21 (111) ◽

pp. 424 ◽

Cited By ~ 10

Author(s):

WM Strong

Keyword(s):

Grain Yield ◽

Protein Concentration ◽

N Fertilizer ◽

Yield Response ◽

Grain Protein ◽

Price Ratio ◽

Grain Protein Concentration ◽

Low Protein ◽

Management Factors ◽

Irrigated Wheat

Eighteen fertilizer trials, each with five levels of nitrogen (N) and three levels of phosphorus (PI, were conducted on black earth soils of the Darling Downs to establish optimal economic rates of N fertilizer in commercial, irrigated wheat crops. The optimal economic rate of N with a fertilizer: wheat price ratio (kg N: kg grain) of 5:l, the yield response of 100 kg/ha of applied N, the yield without fertilizer, and the yield with fertilizer not limiting were calculated from derived yield response relations at each site. A multi-variate regression procedure was used to determine which soil or crop management factors significantly influenced the rate of N needed to optimize wheat yield. Delay in planting after June 1 and the level of residual mineral N in the soil at planting had strong negative effects on the response to fertilizer and the optimal rate of fertilizer required. The results indicate that yields of irrigated wheat may be below the economic optimum because of sub-optimal applications of N. Other soil and management factors such as available soil P and number of irrigations also affected grain yield. At 1 3 sites low protein wheat (< 1 1.4�1~) was produced with all but the highest two rates of N fertilizer and at two sites even the highest rate produced low protein wheat. The effect of N fertilizer applied at planting on grain protein concentration was changed by the yield response to the fertilizer application. Grain protein concentration was curvilinearly related (R2 = 0.81) to relative grain yield (yield as a proportion of the maximum yield); grain protein was at its minimum at a relative yield of 0.5. Although heavy rates of N fertilizer at planting increased grain protein concentration on a few sites, usually these applications led to an inefficient use of N fertilizer; apparent incorporation of fertilizer N into grain decreased with increasing rate of fertilizer.

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