Yield Potential Analysis of Desi Chickpea Genotypes in Water Stress Conditions

Size: px
Start display at page:

Download "Yield Potential Analysis of Desi Chickpea Genotypes in Water Stress Conditions"

Transcription

1 , pp Yield Potential Analysis of Desi Chickpea Genotypes in Water Stress Conditions Alireza Taleei *a and Jalal Shaabani b a Professor in the Department of Agronomy & Plant breeding, Faculty of Agricultural Sciences and Engineering, College of Agriculture and Natural Resources, University of Tehran, Karaj, P.O. Box , Iran b MSc student in the Department of Agronomy & Plant breeding, Faculty of Agricultural Sciences and Engineering, College of Agriculture and Natural Resources, University of Tehran, Karaj, P.O. Box , Iran. ataleei@ut.ac.ir Abstract: The productivity of food legumes such as chickpea are limited by multiple stresses like drought, however, the severity of these stresses in the field conditions is changeable. This research was carried out to screening some of the drought tolerant Desi chickpea genotypes and characterization drought tolerance indices by twenty-eight lines with two cultivars namely Pyrooz and Kaka as check varieties. Two genotypes named 10 and 321and genotype 252 were identified as tolerant and genotypes 9, 252 and Pyrooz were susceptible genotypes in this study. Keywords: Drought stress; Desi chickpea; tolerance; susceptible; yield potential 1 Introduction Chickpea as the second most important grain legume crop in the world is cultivated mainly in arid and semi-arid regions. Improvement and selection of genotypes with higher yield potential and stability under drought stress condition is a great breeding challenge still and has shown low and slow advance and observed in a few crops such as common bean, rice, and maize (White and Castillo, 1992; Fukai and Cooper. 1995; Schneider et al. 1997; Banziger et al. 1999). Ludlow and Muchow (1990) believed that the lak of complete successful in these aims could be due to quantitative and temporary variability in soil moisture among evaluating of traits in the experiments between multiple years, and or low genotypic variance in yield of cultivars under drought condition. High complex genetic basis of drought tolerance can be one of these aims (Turner et al. 2001). Lake and Sadras (2016) reported that the associations between yield and crop growth rate were stronger under drought stress than normal conditions in chickpea. Rate of plant growth is dependent on two factors, enviromental and genotypic source of variation, and hence this character is used to modelling and has potential functions in plant breeding (Wiegand and Richardson, 1990). Krishnamurthy ISSN: ASTL Copyright 2016 SERSC

2 et al. (2010) found that heritability of chickpea shoot biomass and seed yield under drought stress were more than those values in normal irrigated condition. Plant breeders have used many developmental strategies to increase drought tolerance in crops through time. Selection through tolerance criteria is a one of them that have been introduced to segregating genotypes by different responses to drought stress in field. Hall (1993) reported drought resistance indicates as a relative yield of a genotype subjected to the same drought stress compared to other genotypes. Accordingly, selection of some Iranian Desi chickpea landraces with higher tolerance to drought stress and genotypes with higher yield potential at average of drought stress and non-stress conditions were objectives of this research. 2 Materials and Methods This research carried out in the research field of the Department of Agronomy and Plant breeding, University College of Agriculture and Natural Resources, University of Tehran-Karaj, Iran (with latitude 'N and longitude 'E and altitude of m above sea level) between February and August The average annual rainfall based on data of 48 years average is 268 mm and the amount of rainfall for the research period was 94.5 mm. 2.1 Plant Materials and Experimental Design Twenty-eight Desi chickpea lines were selected from departmental gene bank along with two cultivars namely Pyrooz and Kaka as control (Results not shown). A nested completely randomized block design with two replications used to implement the experiment. Each block considered as an environment and all the genotypes were randomly allocated in each block, in a way that the two environmenst contain drought stress and non-stress conditions. The seeds of each line were sown in rows with 1-meter length and between row s distance of 0.5 m and that of between plants was 10 cm. The experiment consists of four blocks, two for drought, and two for non-stress conditions. 2.2 Data Collection Days to 50% flowering (Fl), 50% podding (Po) and 50% maturity (Ma), as phenological traits recorded for every rows during developmental stage of plants. Considering the marginal effects, equal numbers of plants for each line were harvested. The rest of traits were measured after harvesting of plants including yield (Yi), total dry matter (TDM), 100-seed weight (SW) and harvest index (HI). These traits were measured by an electronic weighing scale. In addition, number of seeds (NS) also was recorded. Drought stress was applied in 50% of flowering time for all blocks and since then irrigation was terminated in stress condition, however, in non-stress condition continued it was due to common irrigation regime of the region. 10 Copyright 2016 SERSC

3 2.3 Analysis To eliminate the probable errors, the average of two replications used to analyse. Oneway analysis of variance applied for scored traits. Besides, the above-mentioned indices were calculated for stress and non-stress conditions, respectively. The genotype's mean yield of each environment was compared. In addition, multivariate analysis was carried out for the traits and tolerance indices. The obtained data were subjected to analysis of variance (ANOVA) with the Statistical Software Package (SAS, version 9.3, SAS Institute Inc. Cary, NC, USA). Factor analysis, principal component analysis, cluster analysis, and biplot analysis as multivariate techniques were performed using Statgraphics X64 (Statgraphics Centurion XV1.11, Stat Point Technologies, USA). 3 Results 3.1 Phenological Traits The F-value for flowering time although was not significant among genotypes, however its range was varied from 62.50±3.31 to 77.50±10.23 days for genotypes 267 and 276, respectively. Considering the results for podding time, drought stress was highly significant effect for this trait (P 0.01), as genotype 267 (70.00±1.73) and genotype 276 (81.00±6.50) have the smallest and greatest period of times to rise of pods. Highly significant effect of drought stress on times to maturity was observed (P 0.01) and minimum of days to maturity has seen for genotype 252 (85.00±31.21), and that of the maximum value was for genotype 8 by 110.0±12.32 days (Results not shown). 3.2 Total Dry Matter and Harvest Index The results of ANOVA in table 2 showed that both of the total dry matter and harvest index were affected by drought stress, which were highly significant. Among the evaluated genotypes, genotype 5 with 23.04±9.48gr plant -1 and genotype 407 with 6.26±5.32gr plant -1 have highest and lowest total dry matter, respectively. Genotype 333 has the high harvest index of (0.65±0.24), while that of genotype 5 (0.32±0.04) was the lowest one (Results not shown). 3.3 Yield and its Components The tested genotypes have not affected by drought stress for 100-seed weight; however, the character showed highly significant difference between genotypes within environments (P 0.01). Considering table2, grain yield and seed number showed highly significant differences in stress and non-stress conditions. Results of means comparison revealed that 3.68±2.49 and 10.48±4.85 were lowest and highest grain yield of genotypes 407 and 321, respectively. The genotype 407 with 22.39±12.37 seeds plant -1 has minimum and the genotypes 321 with 69.01±31.54 seeds has maximum of Copyright 2016 SERSC 11

4 seed number per plant. The genotypes 407 and 321 (10.07±0.14) and the genotype 347 (40.66±21.74) showed most and least 100-seed weight per plant (Results not shown). 4 Partial Correlations 4.1 Non-stress Condition The correlation between flowering and podding time, among phenological traits of Desi chickpea, and that of podding and maturity of the crop were highly significant. Total dry matter and harvest index did not show any relationship with the traits related to phenology and maturity; however, those correlations with grain yield were significant and highly significant, respectively. Seed number and 100-seed weight, have highly negative correlation, nevertheless, there were a positive and highly significant correlations between grain yield and both of them. Harvest index and time of podding, in contrary to maturity of the plant, showed a positive significant correlation with yield (Results not shown). 4.2 Stress Condition Only two character have a correlation and of cource severely positive with yield. On the other hand, these traits showed negative relationships between total dry matter and harvest index, but they had a significant correlation with together. The correlation between number of seed and 100-seed weight was significant and negative, too (Results not shown). 4.3 Stress and Non-stress Condition s Mean The phenological measured traits, showed in table 6, did not have any relationships to that of yield and its components. Total dry matter and harvest index have highly, as 100-seed weight, which has a significant positive correlation with grain yield. High negative correlations, in addition, were found between total dry matter with harvest index and between 100-seed weight and seed number, too. 5 Cluster Analysis 5.1 Characters The results of cluster analysis using Ward's method for genotypes (Figure not shown). Considering to these results, four groups were obtained. The first group included genotypes 276, 231, 76, 151, 46, 252, 232, 51, 150, 122, and Pyrooz. The genotypes 21, 247, 407, 333, 267, 316, and Kaka were placed in the second group. The third group 12 Copyright 2016 SERSC

5 included genotypes 47, 49, 48, 90, 50, 321, and 322, as well the genotypes 5, 347, 10, 9, and 8 included in groupe Factor Analysis Factor analysis carried out using principal components method. In this analysis three factors were obtained which justified 76.14% of total variance. Total dry matter and grain yield have high values for the first factor, which justified 30.38% of total varince. Number of seeds explained second factor with 24.43% of variance proportion. The third factor which explained 21.32% of total variation had high value for the flowering time (Results not shown). 6 Discussion The existence of a large variation has established by this work for drought response in the evaluating set of Desi chickpea genotypes in the field. This collection was included Iranian landraces that adapted to the region during years. The phenological traits, it was seen that have not a main-direct influence on related characters to yield. Because of applying stress was in the 50% of flowering, this can one reason of the phenomen. However, drought stress impressed these traits and a significant drought-induced difference has shown between stress and non-stress conditions. Nevertheless, maturity time showed a same direction with total dry matter (Figure not shown); based on this result, due to existance of a possitive correlation between yield and total dry matter, could be said, probably, enhancement in maturity time caused more growth and followed by increase in available period for material remobilization can be resulted to more production in the plant. In other words, more staying immature phases consequently, more photosynthetically activities and production. There has said that the delay in maturity can provide a vital period to hold CO 2 assimilation for photosynthesis (Farooq et al. 2016). Saxena et al. (1993) did not found an association between shorter growth duration with chickpea grain yield under drought stress. Farooq et al. (2016) said that the main reasons terminal drought-mediated loss of grain yield are rate of net photosynthesis reduction, decrease in grain and damage to seed development. In grain legumes as chickpea, stay green longer can be a sufficient potential for increased duration pod filling-mediated more yield (Rong-hua et al. 2006). A collection include 211 chickpea accessions were stablished in three years, shoot biomas and grain yield showed a highly heritability than other such as phenological traits. It said as well as top yielding accessions had a flowering time up to days following sowing seeds, among the set in two years, but this time was 40 DAS for third (Krishnamurthy et al. 2010). Our observations, with respected to the results, suggested any association, whether drought or irrigated condition, has not between flowering time and yield (Results not shown). Podding time has, in the present work, also similar positive association with yield, though at non-stress condition (Results not shown). A droughtinduced decline percent of seed yield was estimated 49-54, 27-40, for late Copyright 2016 SERSC 13

6 ripening, anthesis, and reproductive stage in chickpea, respectively (Samarah et al. 2009; Mafakheri et al. 2010; Nayyar et al. 2006). It seems that, with regard to diverse results of studies, plant phenology behaviour-influenced outcomes of dissection trials could been penetrated by many factors as genetic, environment, season, temperature, moment beginning, severity and duration of water deficit, soil profile and many of others. Capman et al. (2000a) pronounced stress-mediated temporal and spatial unpredictability could make a gap between environments where these factors already limit growth and yield of chickpea and multi-field experiments. The mismatch may be suffice for converse genetic improvement, as in the many of studies in effect with drought stress, the early flowering genotypes are favorite, whereas have a few yield in most desirable environments (Chapman et al. 2000b). The results of modeling to known the pattern of water deficit and temperature determined environment as a dominant source of variation for Australian chickpea yield and/or production (Lake et al. 2016). Krishnamurthy et al. (2010) confirmed that the highly drought sensitive accessions (ICC 3776, ICC 8058 and ICC 7184) have a greater canopy than rest. Total dry matter, in the present work has a great correlation with seed yield. This trait is known as a follower of growth and development events, such as water absorption of root, canopy, or shoot mass, efficiency of radiations, etc, (Results not shown), r (coefficient of correlation) was equal to 0.404, 0.977, and for irrigated, drought, and mean values of those conditions, respectively. 100-seed weight was a unique character that did affected not by drought (Results not shown). Varshney et al. (2014) reported that chickpea's 100-seed weight has least in effect with water scarcity for several years and locations; also its heritability was high that's why supposed selection based on this trait could be positive advancement in more and stable yield breeding programs under terminal drought stress. Cluster analysis on trait-obtained data placed the genotypes 321 and 322 in a same group; these genotypes (Figuers not shown). Although phenological characters did not show any difference between the three more tolerant genotypes, diversity of those in yield and number of seed was considerable (Results not shown). The grain yield has greatest correlation with seed number and total dry mater for stress and non-stress condition, respectively. Factor analysis also proposed the total dry matter, yield, number of seed, and flowering time as mian traits in the case of conditions, in order of importance (Results not shown). According to the above discussion, genotype 321 was known as most tolerant followed by 10 and 321, respectively. The results showed that the intended genotypes had short time to flowering and podding stages, as apllying of stress was at 50% flowering time of overall genotypes. References 1. Bänziger, M., Edmeades, G.O. and Lafitte, H.R., Selection for drought tolerance increases maize yields across a range of nitrogen levels. Crop science, 39(4), pp Chapman, S.C., Cooper, M., Hammer, G.L. and Butler, D.G., 2000a. Genotype by environment interactions affecting grain sorghum. II. Frequencies of different seasonal patterns of drought stress are related to location effects on hybrid yields. Crop and Pasture Science, 51(2), pp Copyright 2016 SERSC

7 3. Chapman, S.C., Hammer, G.L., Butler, D.G. and Cooper, M., 2000b. Genotype by environment interactions affecting grain sorghum. III. Temporal sequences and spatial patterns in the target population of environments. Crop and Pasture Science, 51(2), pp XiangWen, F., Turner, N.C., GuiJun, Y., FengMin, L. and Siddique, K.H.M., Flower numbers, pod production, pollen viability, and pistil function are reduced and flower and pod abortion increased in chickpea (Cicer arietinum L.) under terminal drought. Journal of Experimental Botany, 61(2), pp Farooq, M., Gogoi, N., Barthakur, S., Baroowa, B., Bharadwaj, N., Alghamdi, S.S. and Siddique, K.H.M., Drought Stress in Grain Legumes during Reproduction and Grain Filling. Journal of Agronomy and Crop Science. 6. Farooq, M., Wahid, A., Kobayashi, N., Fujita, D. and Basra, S.M.A., Plant drought stress: effects, mechanisms and management. In Sustainable Agriculture (pp ). Springer Netherlands. 7. Fernandez, G.C., 1992, August. Effective selection criteria for assessing plant stress tolerance. In Proceedings of the international symposium on adaptation of vegetables and other food crops in temperature and water stress (pp ). 8. Fischer, R.A., Rees, D., Sayre, K.D., Lu, Z.M., Condon, A.G. and Saavedra, A.L., Wheat yield progress associated with higher stomatal conductance and photosynthetic rate, and cooler canopies. Crop Science, 38(6), pp Fukai, S. and Cooper, M., Development of drought-resistant cultivars using physiomorphological traits in rice. Field Crops Research, 40(2), pp Hall, A.E., Is dehydration tolerance relevant to genotypic difference in leaf senescence and crop adaption to dry environments?. Current Topics in Plant Physiology (USA). 11. Jusheng, L., Comparison of Evaluating Methods for Agronomic Drought Resistance in Crops [J]. Acta Agriculturae Boreali-Occidentalis Sinica, Krishnamurthy, L., Kashiwagi, J., Gaur, P.M., Upadhyaya, H.D. and Vadez, V., Sources of tolerance to terminal drought in the chickpea (Cicer arietinum L.) minicore germplasm. Field Crops Research, 119(2), pp Lake, L., Chenu, K. and Sadras, V.O., Patterns of water stress and temperature for Australian chickpea production. Crop and Pasture Science, 67(2), pp Lake, L. and Sadras, V.O., Screening chickpea for adaptation to water stress: Associations between yield and crop growth rate. European Journal of Agronomy, 81, pp Li, R.H., Guo, P.G., Michael, B., Stefania, G. and Salvatore, C., Evaluation of chlorophyll content and fluorescence parameters as indicators of drought tolerance in barley. Agricultural Sciences in China, 5(10), pp Ludlow, M.M. and Muchow, R.C., A critical evaluation of traits for improving crop yields in water-limited environments. Advances in Agronomy, 43, pp Mafakheri, A., Siosemardeh, A., Bahramnejad, B., Struik, P.C. and Sohrabi, Y., Effect of drought stress on yield, proline and chlorophyll contents in three chickpea cultivars. Australian Journal of Crop Science, 4(8), p Nayyar, H., Kaur, S., Singh, S. and Upadhyaya, H.D., Differential sensitivity of Desi (small seeded) and Kabuli (large seeded) chickpea genotypes to water stress during seed filling: effects on accumulation of seed reserves and yield. Journal of the Science of Food and Agriculture, 86(13), pp Ramirez-Vallejo, P. and Kelly, J.D., Traits related to drought resistance in common bean. Euphytica, 99(2), pp Rosielle, A.A. and Hamblin, J., Theoretical aspects of selection for yield in stress and non-stress environment. Crop Science, 21(6), pp Copyright 2016 SERSC 15

8 21. Sabaghpour, S.H., Mahmodi, A.A., Saeed, A., Kamel, M. and Malhotra, R.S., Study on chickpea drought tolerance lines under dryland condition of Iran. Indian J. Crop Sci, 1(1-2), pp Sadras, V. and Dreccer, M.F., Adaptation of wheat, barley, canola, field pea and chickpea to the thermal environments of Australia. Crop and Pasture Science, 66(11), pp Sadras, V.O., Lake, L., Li, Y., Farquharson, E.A. and Sutton, T., Phenotypic plasticity and its genetic regulation for yield, nitrogen fixation and δ13c in chickpea crops under varying water regimes. Journal of Experimental Botany, 67(14), pp Samarah, N.H., Haddad, N. and Alqudah, A.M., Yield potential evaluation in chickpea genotypes under late terminal drought in relation to the length of reproductive stage. Italian Journal of Agronomy, 4(3), pp Saxena, N.P., Krishnamurthy, L., Johansen, C., Registration of a drought-resistant chickpea germplasm. Crop Sci. 33, Schneider, K.A., Rosales-Serna, R., Ibarra-Perez, F., Cazares-Enriquez, B., Acosta- Gallegos, J.A., Ramirez-Vallejo, P., Wassimi, N. and Kelly, J.D., Improving common bean performance under drought stress. Crop Science, 37(1), pp Singh, V.K., Khan, A.W., Jaganathan, D., Thudi, M., Roorkiwal, M., Takagi, H., Garg, V., Kumar, V., Chitikineni, A., Gaur, P.M. and Sutton, T., QTL seq for rapid identification of candidate genes for 100 seed weight and root/total plant dry weight ratio under rainfed conditions in chickpea. Plant Biotechnology Journal. 28. Turner, N.C., Wright, G.C. and Siddique, K.H.M., Adaptation of grain legumes (pulses) to water-limited environments. Advances in Agronomy, 71, pp Varshney, R.K., Thudi, M., Nayak, S.N., Gaur, P.M., Kashiwagi, J., Krishnamurthy, L., Jaganathan, D., Koppolu, J., Bohra, A., Tripathi, S. and Rathore, A., Genetic dissection of drought tolerance in chickpea (Cicer arietinum L.). Theoretical and Applied Genetics, 127(2), pp White, J.W. and Castillo, J.A., Evaluation of diverse shoot genotypes on selected root genotypes of common bean under soil water deficits. Crop Science, 32(3), pp Wiegand, C.L. and Richardson, A.J., Use of spectral vegetation indices to infer leaf area, evapotranspiration and yield: I. Rationale. Agronomy Journal, 82(3), pp Copyright 2016 SERSC

Figure 1. Plant response to environment stress depends on the interaction between stress factors and plant factors.

Figure 1. Plant response to environment stress depends on the interaction between stress factors and plant factors. 6 Why Crops Produced The Way They Did in 2003 - Ability to Handle Drought and Heat Stress. Sangu Angadi 1, Martin H. Entz 2, and Paul Bullock 1, 1 Dept. of Soil Science, University of Manitoba, Winnipeg,

More information

HARI RAM*, GURJOT SINGH, G S MAVI and V S SOHU

HARI RAM*, GURJOT SINGH, G S MAVI and V S SOHU Journal 147 of Agrometeorology 14 (2) : 147-153 (December HARI 2012) RAM et al [Vol. 14, No. 2 Accumulated heat unit requirement and yield of irrigated wheat (Triticum aestivum L.) varieties under different

More information

Regression and path analysis of oil and seed yield in canola cultivars (Brassica napus L.)

Regression and path analysis of oil and seed yield in canola cultivars (Brassica napus L.) Journal of Biodiversity and Environmental Sciences (JBES) ISSN: 2220-6663 (Print) 2222-3045 (Online) Vol. 7, No. 3, p. 15-19, 2015 http://www.innspub.net RESEARCH PAPER OPEN ACCESS Regression and path

More information

Relative efficiency of different breeding methods for improvement of yield and yield components in chickpea (Cicer arietinum L.)

Relative efficiency of different breeding methods for improvement of yield and yield components in chickpea (Cicer arietinum L.) Journal of Food Legumes 25(3): 165-170, 2012 Relative efficiency of different breeding s for improvement of yield and yield components in chickpea (Cicer arietinum L.) H.P. MEENA and J. KUMAR 1 Directorate

More information

Variability and Heritability in Selection Schemes of Desi Chickpea (Cicer arietinum L.)

Variability and Heritability in Selection Schemes of Desi Chickpea (Cicer arietinum L.) Available online at www.ijpab.com Paneliya et al Int. J. Pure App. Biosci. 5 (4): 404-408 (2017) ISSN: 2320 7051 DOI: http://dx.doi.org/10.18782/2320-7051.3078 ISSN: 2320 7051 Int. J. Pure App. Biosci.

More information

Genetic Studies of Association and Path Coefficient Analysis of Yield and its Component Traits in Pigeon Pea ( Cajanus Cajan L. Millsp.

Genetic Studies of Association and Path Coefficient Analysis of Yield and its Component Traits in Pigeon Pea ( Cajanus Cajan L. Millsp. International Journal of Scientific and Research Publications, Volume 3, Issue 8, August 2013 1 Genetic Studies of Association and Path Coefficient Analysis of Yield and its Component Traits in Pigeon

More information

Effectiveness of breeding methods for production of superior genotypes and maintenance of genetic variance in Faba Bean (Vicia faba, L.

Effectiveness of breeding methods for production of superior genotypes and maintenance of genetic variance in Faba Bean (Vicia faba, L. American Journal of Life Sciences 2015; 3(1): 11-16 Published online January 20, 2015 (http://www.sciencepublishinggroup.com/j/ajls) doi: 10.11648/j.ajls.20150301.13 ISSN: 2328-5702 (Print); ISSN: 2328-5737

More information

HEAT USE EFFICIENCY AND HELIO-THERMAL UNITS FOR MAIZE GENOTYPES AS INFLUENCED BY DATES OF SOWING UNDER SOUTHERN TRANSITIONAL ZONE OF KARNATAKA STATE

HEAT USE EFFICIENCY AND HELIO-THERMAL UNITS FOR MAIZE GENOTYPES AS INFLUENCED BY DATES OF SOWING UNDER SOUTHERN TRANSITIONAL ZONE OF KARNATAKA STATE I.J.S.N., VOL. 2(3) 2011: 529-533 ISSN 2229 6441 HEAT USE EFFICIENCY AND HELIO-THERMAL UNITS FOR MAIZE GENOTYPES AS INFLUENCED BY DATES OF SOWING UNDER SOUTHERN TRANSITIONAL ZONE OF KARNATAKA STATE 1 Girijesh,

More information

Int.J.Curr.Microbiol.App.Sci (2017) 6(8):

Int.J.Curr.Microbiol.App.Sci (2017) 6(8): International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 6 Number 8 (2017) pp. 2061-2066 Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2017.608.245

More information

Yield and agronomic characteristics of 30 pigeon pea genotypes at otobi in Southern Guinea Savanna of nigeria

Yield and agronomic characteristics of 30 pigeon pea genotypes at otobi in Southern Guinea Savanna of nigeria Yield and agronomic characteristics of 30 pigeon pea genotypes at otobi in Southern Guinea Savanna of nigeria Egbe OM, Vange T * Department of Plant Breeding and Seed Science, University of Agriculture,

More information

Pulse Improvement: Chickpea and Field Pea. W. Erskine & T.N. Khan CLIMA/DAFWA

Pulse Improvement: Chickpea and Field Pea. W. Erskine & T.N. Khan CLIMA/DAFWA Pulse Improvement: Chickpea and Field Pea W. Erskine & T.N. Khan CLIMA/DAFWA Content Pulse (Field Pea & Chickpea) importance Chickpea Breeding aims Current approaches Future Field Pea Breeding aims Current

More information

PERFORMANCE OF CANOLA (BRASSICA NAPUS L.) UNDER DIFFERENT IRRIGATION LEVELS

PERFORMANCE OF CANOLA (BRASSICA NAPUS L.) UNDER DIFFERENT IRRIGATION LEVELS Pak. J. Bot., 39(3): 739-746, 2007. PERFORMANCE OF CANOLA (BRASSICA NAPUS L.) UNDER DIFFERENT IRRIGATION LEVELS MUHAMMAD TAHIR, ASGHAR ALI, MUHAMMAD ATHER NADEEM, ASIF TANVEER AND Q.M. SABIR Department

More information

Screening and resistance of traditional and improved cultivars of rice to drought stress at Badeggi, Niger State, Nigeria

Screening and resistance of traditional and improved cultivars of rice to drought stress at Badeggi, Niger State, Nigeria AGRICULTURE AND BIOLOGY JOURNAL OF NORTH AMERICA ISSN Print: 211-1, ISSN Online: 211-2, doi:10.21/abjna.2011.2..102.1031 2011, ScienceHuβ, http://www.scihub.org/abjna Screening and resistance of traditional

More information

Critical period for weed control in field pea

Critical period for weed control in field pea Legume Research, 39 (1) 2016: 86-90 Print ISSN:0250-5371 / Online ISSN:0976-0571 AGRICULTURAL RESEARCH COMMUNICATION CENTRE www.arccjournals.com/www.legumeresearch.in Critical period for weed control in

More information

*Note - this report may contain independently supported projects, which complement the work in this GRDC research program.

*Note - this report may contain independently supported projects, which complement the work in this GRDC research program. Title Response of osmotic adjustment and seed yield in Brassica to water deficit at different growth stages Description Research Update for Growers - Western Region - February 2004 GRDC Project Authors

More information

THE INFLUENCES OF PLANT DENSITY ON YIELD AND YIELD COMPONENTS OF COMMON BEANS (PHASEOLUS VULGARIS L.)

THE INFLUENCES OF PLANT DENSITY ON YIELD AND YIELD COMPONENTS OF COMMON BEANS (PHASEOLUS VULGARIS L.) THE INFLUENCES OF PLANT DENSITY ON YIELD AND YIELD COMPONENTS OF COMMON BEANS (PHASEOLUS VULGARIS L.) NJOKA E.M., MURAYA M.M., OKUMU M. Abstract A plant density experiment for common bean (Phaseolus vulgaris

More information

Bulked segregant analysis for relative water content to detect quantitative trait loci in wheat under drought stress

Bulked segregant analysis for relative water content to detect quantitative trait loci in wheat under drought stress Bulked segregant analysis for relative water content to detect quantitative trait loci in wheat under drought stress M.R. Naroui Rad 1,2, M. Abdul Kadir 1, M.Y. Rafii 3, H.Z.E. Jaafar 4 and M.R. Naghavi

More information

EFFECT OF NITROGEN ON PRE-ANTHESIS RESEREVE TRANSLOCATION IN AROMATIC RICE

EFFECT OF NITROGEN ON PRE-ANTHESIS RESEREVE TRANSLOCATION IN AROMATIC RICE Int. J. Sustain. Crop Prod. 1(2): -26 (November 6) EFFECT OF NITROGEN ON PRE-ANTHESIS RESEREVE TRANSLOCATION IN AROMATIC RICE K. M. S. HAQUE 1, Q. A. KHALIQ 2 and J. AKTAR 1 1 MS Student, 2 Professor,

More information

Correlation and Path Coefficient Analysis of Yield Components in Rice (Oryza sativa L.) Under Simulated Drought Stress Condition

Correlation and Path Coefficient Analysis of Yield Components in Rice (Oryza sativa L.) Under Simulated Drought Stress Condition American-Eurasian J. Agric. & Environ. Sci., 12 (1): 100-104, 2012 ISSN 1818-6769 IDOSI Publicatio, 2012 Correlation and Path Coefficient Analysis of Yield Components in Rice (Oryza sativa L.) Under Simulated

More information

Yield and yield attributes of hybrid pigeonpea (ICPH 2671) grown for seed purpose as influenced by plant density and irrigation

Yield and yield attributes of hybrid pigeonpea (ICPH 2671) grown for seed purpose as influenced by plant density and irrigation Yield and yield attributes of hybrid pigeonpea (ICPH 2671) grown for seed purpose as influenced by plant density and irrigation Mula M.G.*, Saxena K.B., Rathore A., Kumar R.V. International Crops Research

More information

Strategy of F1 Hybrid Rice Seed Production through CMS Breeding Technology

Strategy of F1 Hybrid Rice Seed Production through CMS Breeding Technology Strategy of F1 Hybrid Rice Seed Production through CMS Breeding Technology Riya Pal, Jagatpati Tah* Cytogenetics and Molecular Biology Laboratory, Centre for Advanced Studies in Botany, Department of Botany,

More information

Report to California Wheat Commission: GH Experiments

Report to California Wheat Commission: GH Experiments Report to California Wheat Commission: GH 2011-2012 Experiments J. G. Waines, UC Riverside. Title: Determination of optimum root and shoot size in bread wheat for increased water and nutrient-use efficiency

More information

Substitution analysis of adaptation using nonparametric stability estimators

Substitution analysis of adaptation using nonparametric stability estimators Journal of Biodiversity and Environmental Sciences (JBES) ISSN: 2220-6663 (Print) 2222-3045 (Online) Vol. 5, No. 1, p. 228-235, 2014 http://www.innspub.net RESEARCH PAPER OPEN ACCESS Substitution analysis

More information

Effect of Integrated Use of Fertilizer and Manures on Growth, Yield and Quality of Pearl Millet

Effect of Integrated Use of Fertilizer and Manures on Growth, Yield and Quality of Pearl Millet International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 6 Number 8 (2017) pp. 2510-2516 Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2017.608.297

More information

EFFECTS OF WATER DEFICIT ON DAYS TO MATURITY AND YIELD OF THREE NERICA RAINFED RICE VARIETIES

EFFECTS OF WATER DEFICIT ON DAYS TO MATURITY AND YIELD OF THREE NERICA RAINFED RICE VARIETIES EFFECTS OF WATER DEFICIT ON DAYS TO MATURITY AND YIELD OF THREE NERICA RAINFED RICE VARIETIES Sikuku P. A., Netondo G. W., Musyimi D. M. and Onyango J. C. Department of Botany and Horticulture, Faculty

More information

*Correspondence: Abebe Zerihun, Bako Agricultural Research Center, P.O.box, 186, Bako, Ethiopia. Tel: ;

*Correspondence: Abebe Zerihun, Bako Agricultural Research Center, P.O.box, 186, Bako, Ethiopia. Tel: ; Plant Science International Volume 1, No. 1 (2014), 1-10 ISSN 2368-8181 E-ISSN 2368-819X Published by Science and Education Centre of North America Evaluation of Different Maturity Groups of Soybean (Glycine

More information

Rapeseed (Brassica napus) Varieties Performance under Soil Moisture Stressed and Non-stressed Condition in Terai Region of Nepal

Rapeseed (Brassica napus) Varieties Performance under Soil Moisture Stressed and Non-stressed Condition in Terai Region of Nepal World Research Journal of Agricultural Sciences Vol. 4(1), pp. 120-125, July, 2017. www.premierpublishers.org.issn: XXXX-XXXX WRJAS Research article Rapeseed (Brassica napus) Varieties Performance under

More information

GENE ACTION STUDIES OF DIFFERENT QUANTITATIVE TRAITS IN MAIZE

GENE ACTION STUDIES OF DIFFERENT QUANTITATIVE TRAITS IN MAIZE Pak. J. Bot., 42(2): 1021-1030, 2010. GENE ACTION STUDIES OF DIFFERENT QUANTITATIVE TRAITS IN MAIZE MUHAMMAD IRSHAD-UL-HAQ 1, SAIF ULLAH AJMAL 2*, MUHAMMAD MUNIR 2 AND MUHAMMAD GULFARAZ 3 1 Millets Research

More information

Seed priming affected physiology and grain yield of chickpea under salt stress

Seed priming affected physiology and grain yield of chickpea under salt stress Journal of Biodiversity and Environmental Sciences (JBES) ISSN: 2220-6663 (Print) 2222-3045 (Online) Vol. 5, No. 1, p. 442-446, 2014 http://www.innspub.net RESEARCH PAPER OPEN ACCESS Seed priming affected

More information

Dry matter accumulation studies at different stages of crop growth in mesta (Hibiscus cannabinus)

Dry matter accumulation studies at different stages of crop growth in mesta (Hibiscus cannabinus) African Journal of Agricultural Research Vol. 8(3), pp. 332-338, 24 January, 2013 Available online at http://www.academicjournals.org/ajar DOI: 10.5897/AJAR12.2036 ISSN 1991-637X 2013 Academic Journals

More information

Salt Sensitivity of Two Wheat Cultivars at Different Growth Stages

Salt Sensitivity of Two Wheat Cultivars at Different Growth Stages World Applied Sciences Journal 11 (3): 309-314, 2010 ISSN 1818-4952 IDOSI Publications, 2010 Salt Sensitivity of Two Wheat Cultivars at Different Growth Stages G.H. Ranjbar National Salinity Research Center,

More information

EFFECT OF PHOSPHORUS AND FARM YARD MANURE ON AGRONOMIC TRAITS OF CHICKPEA (Cicer arietinum L.)

EFFECT OF PHOSPHORUS AND FARM YARD MANURE ON AGRONOMIC TRAITS OF CHICKPEA (Cicer arietinum L.) Sarhad J. Agric. Vol.24, No.4, 2008 EFFECT OF PHOSPHORUS AND FARM YARD MANURE ON AGRONOMIC TRAITS OF CHICKPEA (Cicer arietinum L.) ABDUL BASIR*, ZAHIR SHAH**, MOHAMMAD NAEEM**, JEHAN BAKHT* and ZAFAR HAYAT

More information

4.3 Irrigated corn best practice guide

4.3 Irrigated corn best practice guide Bec Raymond DAFF Queensland Graham Harris DAFF Queensland Key points Water required varies from 500 to 800 mm A full irrigation strategy or limited water irrigation strategy can be used Waterlogging can

More information

VARIATION OF AGRONOMIC TRAITS IN A WORLD COLLECTION OF VETCH (VICIA SATIVA L.)

VARIATION OF AGRONOMIC TRAITS IN A WORLD COLLECTION OF VETCH (VICIA SATIVA L.) ID 23-13 VARIATION OF AGRONOMIC TRAITS IN A WORLD COLLECTION OF VETCH (VICIA SATIVA L.) G. Pacucci and C. Troccoli Department of Plant Production Sciences, Bari University, Via Amendola 165/A, 70125 Bari,

More information

Legumes For Sustainable Agriculture

Legumes For Sustainable Agriculture Legumes For Sustainable Agriculture ARC ITRH 2015 Presented by Associate Professor Brent N. Kaiser Centre for Carbon Water and Food Faculty of Agriculture and Environment Camden NSW. Legumes for Sustainable

More information

Int.J.Curr.Microbiol.App.Sci (2017) 6(10):

Int.J.Curr.Microbiol.App.Sci (2017) 6(10): International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 6 Number 10 (2017) pp. 3664-3670 Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2017.610.430

More information

Increased Genetic Variability for Total Plant Yield and Seeds per Pod in M 2 Generation of Butter Bean (Phaseolus lunatus L) Variety KKL-1

Increased Genetic Variability for Total Plant Yield and Seeds per Pod in M 2 Generation of Butter Bean (Phaseolus lunatus L) Variety KKL-1 International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 6 Number 5 (2017) pp. 1167-1172 Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2017.605.127

More information

* (Received:31Dec 2010; Accepted:12Jun2011)

*  (Received:31Dec 2010; Accepted:12Jun2011) Research Article Comparative efficiency of pedigree, modified bulk and single seed descent breeding methods of selection for developing high-yielding lines in rice (Oryza sativa L.) under aerobic condition

More information

Climate Change and Climate Variability: El Salvador Impacts on Productivity of Grain Crops and Opportunities for Management and Improvement

Climate Change and Climate Variability: El Salvador Impacts on Productivity of Grain Crops and Opportunities for Management and Improvement University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln INTSORMIL Presentations International Sorghum and Millet Collaborative Research Support Program (INTSORMIL CRSP) 12-2011

More information

DEPARTMENT OF SOIL AND CROP SCIENCES

DEPARTMENT OF SOIL AND CROP SCIENCES Department of Soil and Crop Sciences 1 DEPARTMENT OF SOIL AND CROP SCIENCES Master of Science in Soil and Crop Sciences, Plan B* Ph.D. Ph.D. in Soil and Crop Sciences* * Please see department for program

More information

Effect of Wheat Residue Management and Fertilizer Levels on Growth and Yield of Fodder Maize (Zea mays L.)

Effect of Wheat Residue Management and Fertilizer Levels on Growth and Yield of Fodder Maize (Zea mays L.) International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 6 Number 10 (2017) pp. 25-29 Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2017.610.004

More information

QUANTITATIVE INHERITANCE OF SOME WHEAT AGRONOMIC TRAITS

QUANTITATIVE INHERITANCE OF SOME WHEAT AGRONOMIC TRAITS Quantitative Inheritance of Some Wheat Agronomic Traits 783 Bulgarian Journal of Agricultural Science, 17 (No 6) 2011, 783-788 Agricultural Academy QUANTITATIVE INHERITANCE OF SOME WHEAT AGRONOMIC TRAITS

More information

TEXAS A&M PLANT BREEDING BULLETIN

TEXAS A&M PLANT BREEDING BULLETIN TEXAS A&M PLANT BREEDING BULLETIN June 2016 Our Mission: Educate and develop Plant Breeders worldwide Our Vision: Alleviate hunger and poverty through genetic improvement of plants Congratulations to Dr.

More information

Study on Drought Stress Tolerance in Rapeseed Varieties Based on Drought Stress Tolerance Indices

Study on Drought Stress Tolerance in Rapeseed Varieties Based on Drought Stress Tolerance Indices Stud on Drought Stress Tolerance in Rapeseed Varieties Based on Drought Stress Tolerance Indices Amir Hossein Shirani Rad Department of Oilseed Crops, Seed and Plant Improvement Institute, Karaj, Iran

More information

Research Article Assessment of combining ability for various quantitative traits in summer urdbean

Research Article Assessment of combining ability for various quantitative traits in summer urdbean Research Article Assessment of combining ability for various quantitative traits in summer urdbean R.K.Gill, Inderjit Singh, Ashok Kumar and Sarvjeet Singh Deptt. of Plant breeding and Genetics, P.A.U,

More information

ISSN: SUPPLEMENT ISSUE

ISSN: SUPPLEMENT ISSUE ISSN: 0976-3104 Shahryari ARTICLE OPEN ACCESS ECONOMIC AND BIOLOGICAL YIELD ASSESSMENT OF WHEAT GENOTYPES UNDER TERMINAL DROUGHT IN PRESENCE OF HUMIC ACID USING STRESS TOLERANCE INDICES Reza Shahryari*

More information

CHICKPEAS. Table 5: 2011 Chickpea Variety Yield Performance t/ha and (as a % of site mean)

CHICKPEAS. Table 5: 2011 Chickpea Variety Yield Performance t/ha and (as a % of site mean) CHICKPEAS Table 5: 2011 Chickpea Variety Yield Performance t/ha and (as a % of site mean) KABULI Trials Mundulla Variety Name Yield (t/ha) % site mean Almaz 2.29 99 Genesis 079# 2.15 93 Genesis 090# 2.6

More information

Re-evaluating cover crops in semi-arid cropping in Australia

Re-evaluating cover crops in semi-arid cropping in Australia Re-evaluating cover crops in semi-arid cropping in Australia John Kirkegaard, James Hunt, Jeremy Whish, Mark Peoples, Tony Swan SUSTAINABLE AGRICULTURE FLAGSHIP 1 Introduction and talk outline Background

More information

CHARACTER CORRELATION AND PATH COEFFICIENT IN SOYBEAN GLYCINE MAX (L.) MERRILL

CHARACTER CORRELATION AND PATH COEFFICIENT IN SOYBEAN GLYCINE MAX (L.) MERRILL Pak. J. Bot., 38(1): 121-130, 2006. CHARACTER CORRELATION AND PATH COEFFICIENT IN SOYBEAN GLYCINE MAX (L.) MERRILL MUHAMMAD ARSHAD *1, NAAZAR ALI * AND ABDUL GHAFOOR ** * Oilseeds Program, Crop Sciences

More information

Productivity of Kharif Maize (Zea mays L.) as Influenced by Sub Soiling and Planting Methods

Productivity of Kharif Maize (Zea mays L.) as Influenced by Sub Soiling and Planting Methods International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 6 Number 7 (2017) pp. 513-521 Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2017.607.062

More information

INHERITANCE OF IMPORTANT TRAITS IN BREAD WHEAT OVER DIFFERENT PLANTING DATES USING DIALLEL ANALYSIS

INHERITANCE OF IMPORTANT TRAITS IN BREAD WHEAT OVER DIFFERENT PLANTING DATES USING DIALLEL ANALYSIS Sarhad J. Agric. Vol. 23, No. 4, 2007 INHERITANCE OF IMPORTANT TRAITS IN BREAD WHEAT OVER DIFFERENT PLANTING DATES USING DIALLEL ANALYSIS Farhad Ahmad, Fida Mohammad, Muhammad Bashir, Saifullah and Hakim

More information

Physiological Studies on Ratoonability of Sugarcane Varieties under Tropical Indian Condition

Physiological Studies on Ratoonability of Sugarcane Varieties under Tropical Indian Condition American Journal of Sciences, 213, 4, 274-281 http://dx.doi.org/1.4236/ajps.213.4236 Published Online February 213 (http://www.scirp.org/journal/ajps) Physiological Studies on ability of Sugarcane Varieties

More information

PHYSIOLOGICAL COMPONENTS OF HEAT AND DROUGHT TOLERANCE DIFFERENCES IN PHASEOLUS VULGARIS AND P. ACUTIFOLIUS

PHYSIOLOGICAL COMPONENTS OF HEAT AND DROUGHT TOLERANCE DIFFERENCES IN PHASEOLUS VULGARIS AND P. ACUTIFOLIUS PHYSIOLOGICAL COMPONENTS OF HEAT AND DROUGHT TOLERANCE DIFFERENCES IN PHASEOLUS VULGARIS AND P. ACUTIFOLIUS Jesse Riaz Traub Wayne Loescher James D. Kelly Feed the Future Innovation Lab for Collaborative

More information

Effects of seed deterioration and inoculation with Mesorhizobium ciceri on yield and plant performance of chickpea

Effects of seed deterioration and inoculation with Mesorhizobium ciceri on yield and plant performance of chickpea AJCS 5(1):66-70 (2011) ISSN:1835-2707 Effects of seed deterioration and inoculation with Mesorhizobium ciceri on yield and plant performance of chickpea Abbas Biabani* 1, Lynne Carpenter Boggs 2, Mahnaz

More information

MODELING DRY BEAN AND SOYBEAN YIELDS IN CENTRAL OREGON Peter Sexton and Neysa Farris. Abstract. Introduction

MODELING DRY BEAN AND SOYBEAN YIELDS IN CENTRAL OREGON Peter Sexton and Neysa Farris. Abstract. Introduction MODELING DRY BEAN AND SOYBEAN YIELDS IN CENTRAL OREGON Peter Sexton and Neysa Farris Abstract Farmers experimented with both soybean and dry bean as new crops for central Oregon in the 1998 season. While

More information

Growth analysis rapeseed (Brassica napus L.) genotypes in different sowing date under warm and semiarid climate condition in South West of Iran

Growth analysis rapeseed (Brassica napus L.) genotypes in different sowing date under warm and semiarid climate condition in South West of Iran Journal of Biodiversity and Environmental Sciences (JBES) ISSN: 2220-6663 (Print), 2222-3045 (Online) http://www.innspub.net Vol. 6, No. 1, p. 387-394, 2015 RESEARCH PAPER OPEN ACCESS Growth analysis rapeseed

More information

VARIATION AMONG GRAIN SORGHUM GENOTYPES IN RESPONSE TO NITROGEN FERTILIZER GEORGE YAKUBU MAHAMA B.S., UNIVERSITY OF GHANA, 2007 A THESIS

VARIATION AMONG GRAIN SORGHUM GENOTYPES IN RESPONSE TO NITROGEN FERTILIZER GEORGE YAKUBU MAHAMA B.S., UNIVERSITY OF GHANA, 2007 A THESIS VARIATION AMONG GRAIN SORGHUM GENOTYPES IN RESPONSE TO NITROGEN FERTILIZER by GEORGE YAKUBU MAHAMA B.S., UNIVERSITY OF GHANA, 2007 A THESIS submitted in partial fulfillment of the requirements for the

More information

Wheat Yield Prediction using Weather based Statistical Model in Central Punjab

Wheat Yield Prediction using Weather based Statistical Model in Central Punjab Vol. 15, No. 2, pp. 157-162 (2015) Journal of Agricultural Physics ISSN 0973-032X http://www.agrophysics.in Research Article Wheat Yield Prediction using Weather based Statistical Model in Central Punjab

More information

EFFECT OF WATER STRESS AND SPRAYING CYTOKININ HORMONE ON HAMOON WHEAT VARIETY IN SISTAN REGION

EFFECT OF WATER STRESS AND SPRAYING CYTOKININ HORMONE ON HAMOON WHEAT VARIETY IN SISTAN REGION An Open Access, Online International Journal Available at www.cibtech.org/sp.ed/jls/04/04/jls.htm 04 Vol. 4 (S4), pp. 84-88/Mehraban and Ghanjali EFFECT OF WATER STRESS AND SPRAYING CYTOKININ HORMONE ON

More information

AVOCADO GERMPLASM CONSERVATION AND IMPROVEMENT IN GHANA G. O. Nkansah*, K. G. Ofosu- Budu and A. W. Ayarna

AVOCADO GERMPLASM CONSERVATION AND IMPROVEMENT IN GHANA G. O. Nkansah*, K. G. Ofosu- Budu and A. W. Ayarna AVOCADO GERMPLASM CONSERVATION AND IMPROVEMENT IN GHANA G. O. Nkansah*, K. G. Ofosu- Budu and A. W. Ayarna Forest and Horticultural Crops Research Centre-Kade Institute of Agricultural Research College

More information

ICARDA as a CGIAR Center

ICARDA as a CGIAR Center ICARDA as a CGIAR Center Mission & Mandate To contribute to the improvement oflivelihoodsofthe resource poor in dry areas by enhancing food security and alleviating poverty through research and partnerships

More information

INTRODUCTION CONTENTS CANOLA SOWING GUIDE. Introduction 2. Varieties 6. Variety Attributes Chart 8. Blackleg Management 10. Seed Treatments 11

INTRODUCTION CONTENTS CANOLA SOWING GUIDE. Introduction 2. Varieties 6. Variety Attributes Chart 8. Blackleg Management 10. Seed Treatments 11 CANOLA 2015/16 CANOLA SOWING GUIDE INTRODUCTION Canola is grown in nearly all cropping regions and is the third largest broadacre crop nationally, only behind wheat and barley. Australia produces quality

More information

FABA BEAN VARIETIES AND MANAGEMENT

FABA BEAN VARIETIES AND MANAGEMENT FABA BEAN VARIETIES AND MANAGEMENT Mick Lines, SARDI Clare, Ph: 8842 6264, email: michael.lines@sa.gov.au Larn McMurray, SARDI Clare, Ph: 8842 6265, email: larn.mcmurray@sa.gov.au Jeff Paull, University

More information

EVALUATING WATER REQUIREMENTS OF DEVELOPING WALNUT ORCHARDS IN THE SACRAMENTO VALLEY

EVALUATING WATER REQUIREMENTS OF DEVELOPING WALNUT ORCHARDS IN THE SACRAMENTO VALLEY EVALUATING WATER REQUIREMENTS OF DEVELOPING WALNUT ORCHARDS IN THE SACRAMENTO VALLEY Allan Fulton ABSTRACT Most of the research on irrigation of walnuts has primarily focused on plant water relations and

More information

Difference in Grain Yield and Quality among Tillers in Rice Genotypes Differing in Tillering Capacity

Difference in Grain Yield and Quality among Tillers in Rice Genotypes Differing in Tillering Capacity Rice Science, 2007, 14(2): 135-140 Copyright 2007, China National Rice Research Institute. Published by Elsevier BV. All rights reserved Difference in Grain Yield and Quality among Tillers in Rice Genotypes

More information

"Depanment of Agricultural Economics INTRODUCTION

Depanment of Agricultural Economics INTRODUCTION Pak. J. Agri. s«. Vol. 31, No. 4, 1994 OPTIMIZING IRRIGATION REQUIREMENTS FOR MAXIMIZING YIELD OF MOONG BEANS-AN EXPERIMENTAL STUDY Buland Akthar, Amjed Hussain, Azraful Haq Ahmad, Muhammad Saleem, Naeem

More information

EVALUATION OF F4 WHEAT LINES FOR GENETIC VARIABILITY, HERITABILITY, GENETIC ADVANCE AND CORRELATION STUDIES

EVALUATION OF F4 WHEAT LINES FOR GENETIC VARIABILITY, HERITABILITY, GENETIC ADVANCE AND CORRELATION STUDIES EVALUATION OF F4 WHEAT LINES FOR GENETIC VARIABILITY, HERITABILITY, GENETIC ADVANCE AND CORRELATION STUDIES Farhan Ahmad Shah 1, Amir Sohail 1, Hidayatur Rahman 1, Ghulam Hassan 1, Shahzad Ali 2 and Manzoor

More information

Morphological Classification of Maize (Zea mays L.) Genotypes in Heat Stress Condition

Morphological Classification of Maize (Zea mays L.) Genotypes in Heat Stress Condition Morphological Classification of Maize (Zea mays L.) Genotypes in Heat Stress Condition Zahra Khodarahmpour Department of Agronomy & Plant Breeding, Shoushtar Branch Islamic Azad University, Shoushtar,

More information

Effect of cow manure and nitrogen fertilizer on canola in Gorgan area

Effect of cow manure and nitrogen fertilizer on canola in Gorgan area International Research Journal of Applied and Basic Sciences 2015 Available online at www.irjabs.com ISSN 2251-838X / Vol, 9 (3): 308-313 Science Explorer Publications Effect of cow manure and nitrogen

More information

Screening of Maize Genotypes under Rainfed Condition of Madhya Pradesh, India

Screening of Maize Genotypes under Rainfed Condition of Madhya Pradesh, India International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 6 Number 7 (2017) pp. 2532-2536 Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2017.607.358

More information

EFFECT OF RHIZOBIUM INOCULATION ON NODULATION AND YIELD OF CHICKPEA IN CALCAREOUS SOIL M.A.H. BHUIYAN 1, D. KHANAM 2, M.F. HOSSAIN 3 AND M.S.

EFFECT OF RHIZOBIUM INOCULATION ON NODULATION AND YIELD OF CHICKPEA IN CALCAREOUS SOIL M.A.H. BHUIYAN 1, D. KHANAM 2, M.F. HOSSAIN 3 AND M.S. ISSN 0258-7122 Bangladesh J. Agril. Res. 33(3) : 549-554, December 2008 EFFECT OF RHIZOBIUM INOCULATION ON NODULATION AND YIELD OF CHICKPEA IN CALCAREOUS SOIL M.A.H. BHUIYAN 1, D. KHANAM 2, M.F. HOSSAIN

More information

Res. Environ. Life Sci. 9(7) (2016)

Res. Environ. Life Sci. 9(7) (2016) 2016 RELS ISSN: 0974-4908 http://rels.comxa.com Res. Environ. Life Sci. rel_sci@yahoo.com 9(7) 790-795 (2016) Seed yield, percent disease index and correlation studies as influenced by different sowing

More information

Screening of Pigeonpea Genotypes against Webbing Caterpillar, Maruca vitrata Geyer and Gram Pod Borer, Helicoverpa armigera Hubner

Screening of Pigeonpea Genotypes against Webbing Caterpillar, Maruca vitrata Geyer and Gram Pod Borer, Helicoverpa armigera Hubner International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 6 Number 12 (2017) pp. 3899-3907 Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2017.612.450

More information

Response of Seed Yield, Yield Components and Oil Content to the Sesame Cultivar and Nitrogen Fertilizer Rate Diversity

Response of Seed Yield, Yield Components and Oil Content to the Sesame Cultivar and Nitrogen Fertilizer Rate Diversity JKAU: Met., Env. & Arid Land Agric. Sci., Vol. 20, No.2, pp: 21-31 (2009 A.D. / 1430 A.H.) Response of Seed Yield, Yield Components and Oil Content to the Sesame Cultivar and Nitrogen Fertilizer Rate Diversity

More information

Agronomic and morphological performance of sorghum (sorghum bicolour l.) for the dry highlands of Kenya

Agronomic and morphological performance of sorghum (sorghum bicolour l.) for the dry highlands of Kenya Journal of Applied Biosciences 63: 4720 4726 ISSN 1997 5902 Agronomic and morphological performance of sorghum (sorghum bicolour l.) for the dry highlands of Kenya Ouma J. P., 1* Akuja T. E. 2 1 Department

More information

A Fresh Look at Field Pea Breeding. Dr Garry Rosewarne Senior Research Scientist

A Fresh Look at Field Pea Breeding. Dr Garry Rosewarne Senior Research Scientist A Fresh Look at Field Pea Breeding Dr Garry Rosewarne Senior Research Scientist Outline Field Pea Breeding in Australia Breeding approach Yield progression Modern statistical analysis Alternative Breeding

More information

Introduction. Material and Methods

Introduction. Material and Methods Approaches to Breeding Programs and Genomics Studies Aiming Tropical Maize Characterization for Water Stress and Drought Tolerance in Brazil. FREDERICO O. M. DURÃES 1, ELTO E. G. E GAMA 1, REINALDO L.

More information

Plant cultivation on moving field conveyer system and various imaging platforms in Nanaji Deshmukh Plant Phenomics Centre at ICAR-IARI, New Delhi

Plant cultivation on moving field conveyer system and various imaging platforms in Nanaji Deshmukh Plant Phenomics Centre at ICAR-IARI, New Delhi Hon ble Prime Minister Shri. Narendra Modi dedicated the "Nanaji Deshmukh Plant Phenomics Centre" at ICAR-IARI, New Delhi to the Nation on 11 th October 2017 Development of climate resilient crop varieties

More information

Climate and soils. Temperature. Rainfall. Daylength. Soils

Climate and soils. Temperature. Rainfall. Daylength. Soils Climate and soils Based on climate alone, peanuts can be grown from Victoria, through New South Wales to north Queensland, the Northern Territory and Western Australia, and have been grown in all of these

More information

GGE Biplot analysis of genotype environment interaction in chickpea genotypes

GGE Biplot analysis of genotype environment interaction in chickpea genotypes Available online at www.pelagiaresearchlibrary.com European Journal of Experimental Biology, 2013, 3(1):417-423 ISSN: 2248 9215 CODEN (USA): EJEBAU GGE Biplot analysis of genotype environment interaction

More information

A. K. M. S. Islam and P. K. Rai 1. Hybrid Rice Research Division BRAC Agricultural Research and Development Centre Gazipur 1701, Bangladesh.

A. K. M. S. Islam and P. K. Rai 1. Hybrid Rice Research Division BRAC Agricultural Research and Development Centre Gazipur 1701, Bangladesh. Bangladesh J. Pl. Breed. Genet., 26(2): 33-38, 2013 CHARACTER ASSOCIATION OF SOYBEAN (Glycine max) LINES FOR YIELD CONTRIBUTING TRAITS A. K. M. S. Islam and P. K. Rai 1 Hybrid Rice Research Division BRAC

More information

Drought Tolerance of Crops: Progress and Challenges

Drought Tolerance of Crops: Progress and Challenges Drought Tolerance of Crops: Progress and Challenges Dr. Viswanathan Chinnusamy Principal Scientist Division of Plant Physiology IARI, New Delhi 110012 Email: viswanathan@iari.res.in OUTLINE Introduction

More information

Young Researchers and Elite Club, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran

Young Researchers and Elite Club, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran Journal of Biodiversity and Environmental Sciences (JBES) ISSN: 2220-6663 (Print) 2222-3045 (Online) Vol. 6, No. 3, p. 40-45, 2015 http://www.inpub.net RESEARCH PAPER OPEN ACCESS Evaluation correlation

More information

Effect of Bio-Organics and Chemical Fertilizers on Growth and Yield of Chickpea (Cicer arietinum L.) Under Middle Gujarat Conditions

Effect of Bio-Organics and Chemical Fertilizers on Growth and Yield of Chickpea (Cicer arietinum L.) Under Middle Gujarat Conditions VEGETOS Vol. 26 (1) : 183-187 (2013) DOI:10.5958/j.2229-4473.26.1.026 Effect of Bio-Organics and Chemical Fertilizers on Growth and Yield of Chickpea (Cicer arietinum L.) Under Middle Gujarat Conditions

More information

Growing Wheat under Spate Irrigation In Dera Ismail Khan ( )

Growing Wheat under Spate Irrigation In Dera Ismail Khan ( ) Growing Wheat under Spate Irrigation In Dera Ismail Khan (2006 07) M.J. Khan¹,, A. Razzaq¹, M.K. Khattak², L. Garcia³ 1 Project for Livelihood Improvement (PLI) D.I.Khan 1 Water Management Department,

More information

A legume genomics resource: The Chickpea Root Expressed Sequence Tag Database

A legume genomics resource: The Chickpea Root Expressed Sequence Tag Database Electronic Journal of Biotechnology ISSN: 0717-3458 Vol. 8 No. 2, Issue of August 15, 2005 2005 by Pontificia Universidad Católica de Valparaíso -- Chile Received December 9, 2004 / Accepted April 27,

More information

On-Farm Evaluation of Improved Pearl Millet Varieties in Namibia

On-Farm Evaluation of Improved Pearl Millet Varieties in Namibia On-Farm Evaluation of Improved Pearl Millet Varieties in Namibia I C M Matanyairel and 5 C Guptaz Abstract Pearl millet varieties for on-farm testing in Namibia were selected from onstation testing during

More information

Seed System Institutionalization for Pulses: A Must in the Philippines 1. Abstract

Seed System Institutionalization for Pulses: A Must in the Philippines 1. Abstract Seed System Institutionalization for Pulses: A Must in the Philippines 1 Myer G. Mula Scientist Seed Systems International Crops Research Institute for the Semi-Arid Tropics (ICRISAT) Patancheru, Telangana,

More information

The determination of plant density on dry matter accumulation, grain yield and yield components of four maize hybrids

The determination of plant density on dry matter accumulation, grain yield and yield components of four maize hybrids International Journal of Agriculture and Crop Sciences. Available online at www.ijagcs.com IJACS/2013/5-2/-114 ISSN 222-60X 2013 IJACS Journal The determination of plant density on dry matter accumulation,

More information

Crop Modeling Activities at South Asia AgMIP Workshop. ICRISAT, Andra Pradesh, India February 20-24, 2012

Crop Modeling Activities at South Asia AgMIP Workshop. ICRISAT, Andra Pradesh, India February 20-24, 2012 Crop Modeling Activities at South Asia AgMIP Workshop ICRISAT, Andra Pradesh, India February 20-24, 2012 Goals of the Crop Modelers during this Workshop: 1) to calibrate and intercompare multiple crop

More information

ISPRS Archives XXXVIII-8/W3 Workshop Proceedings: Impact of Climate Change on Agriculture

ISPRS Archives XXXVIII-8/W3 Workshop Proceedings: Impact of Climate Change on Agriculture IMPACT ANALYSIS OF CLIMATE CHANGE ON DIFFERENT CROPS IN GUJARAT, INDIA Vyas Pandey, H.R. Patel and B.I. Karande Department of Agricultural Meteorology, Anand Agricultural University, Anand-388 110, India

More information

Cereal Silage Options for Western Canada

Cereal Silage Options for Western Canada Cereal Silage Options for Western Canada James H. Helm and Donald F. Salmon Alberta Agriculture, Food & Rural Development, Field Crop Development Centre, 5030-50 Street, Lacombe, AB T4L 1W8 E-mail: james.helm@gov.ab.ca

More information

Modeling crop losses caused by pests & diseases and management

Modeling crop losses caused by pests & diseases and management Modeling crop losses caused by pests & diseases and management K. J. Boote Feb 23-25, 2015 Advancing Pest and Disease Modeling Gainesville, FL (23-25 Feb 2015) 1 Production situation potential Crop Model

More information

Agronomic performance of mash bean as an intercrop in sesame under different planting patterns

Agronomic performance of mash bean as an intercrop in sesame under different planting patterns Emir. J. Food Agric. 2013. 25 (1): 52-57 doi: 10.9755/ejfa.v25i1.15396 http://www.ejfa.info/ PLANT SCIENCE Agronomic performance of mash bean as an intercrop in sesame under different planting patterns

More information

CORRELATION AND PATH ANALYSIS OF DROUGHT TOLERANCE TRAITS ON GRAIN YIELD IN RICE GERMPLASM ACCESSIONS

CORRELATION AND PATH ANALYSIS OF DROUGHT TOLERANCE TRAITS ON GRAIN YIELD IN RICE GERMPLASM ACCESSIONS CORRELATION AND PATH ANALYSIS OF DROUGHT TOLERANCE TRAITS ON GRAIN YIELD IN RICE GERMPLASM ACCESSIONS Mohankumar M. V. 1, Sheshshayee M. S. 1, Rajanna M. P. 2 and Udayakumar M. 1 1 Department of Crop Physiology,

More information

CORRELATION AND PATH ANALYSIS OF YIELD AND ITS COMPONENT IN SUGARCANE. M. S. Yahaya ; A.M. Falaki; E.B. Amans and L.D. Busari

CORRELATION AND PATH ANALYSIS OF YIELD AND ITS COMPONENT IN SUGARCANE. M. S. Yahaya ; A.M. Falaki; E.B. Amans and L.D. Busari CORRELATION AND PATH ANALYSIS OF YIELD AND ITS COMPONENT IN SUGARCANE M. S. Yahaya ; A.M. Falaki; E.B. Amans and L.D. Busari Abstract Correlations and path coefficients were used to determine the interrelationship

More information

The Effects of Chemical and Organic Fertilizers on Saffron Flowering

The Effects of Chemical and Organic Fertilizers on Saffron Flowering The Effects of Chemical and Organic Fertilizers on Saffron Flowering M. Jahan, M. Jahani Department of Agronomy Faculty of Agriculture Ferdowsi University of Mashhad P.O. Box 91775-1163 Mashhad Iran. Keywords:

More information

Crop responses to temperature t and precipitation at high latitudes

Crop responses to temperature t and precipitation at high latitudes Crop responses to temperature t and precipitation at high latitudes Pirjo Peltonen-Sainio MTT Agrifood Research Finland International Symposium on Climate Change and Adaptation Options in Agriculture Full

More information

Better canola - industry support for the canola industry

Better canola - industry support for the canola industry Better canola - industry support for the canola industry S.J. Marcroft 1, S.Knights 2 1 Marcroft Grains Pathology P/L, Grains Innovation Park, Horsham, Vic. 3400, Australia. 2 S.E.Knights, Grains Innovation

More information

Environmental and Cultural Factors Influencing Crop Phenology

Environmental and Cultural Factors Influencing Crop Phenology Crop Growth and Phenology Species Variability Crop Growth and Development and Environment Species Variability Effects of multiple environmental factor effects on crop growth and phenology across many important

More information