Document Type : Research Paper

Authors

Abstract

Meta-analysis is compressive science and statistical analysis of a large content statistical results of different studies in order to the organization of findings. In this study, the effects of some agricultural operations were studied on grain yield, biological yield and harvest index of wheat. The treatments were included soil tillage, nitrogen fertilizer, salt stress, hydro-priming, osmopriming, hormopriming, and physical priming which tested using Hedges method. Therefore, the studies that have control treatment and other treatments, after the weighting of value of traits, effect size, and reaction relation and confidence range estimated. Meta-analysis results showed that nitrogen fertilizer in ranges of 50-250kg/ha caused increasing in grain yield, biological yield, and harvest index. The highest grain yield and biological yield achieved in 125-150 kg/ha and the most harvest index obtained in 230-250 kg/ha. Secondary, tillage in both of fields (irrigated and dry farming) decreased grain yield, biologic yield, and harvest index, so a reduction in dry farming was serious. The lowest (21.15%) and the highest (76.41%) of reduction in wheat production (grain yield) obtained in 4-6 and 12-16 ds/m.s, respectively. Outcomes also showed that hydro-priming, osmopriming, hormopriming have positive effects on grain yield, biologic yield, and harvest index, so that hydro priming increased biologic operation (23%), grain yield (16%) and harvest index (19%). Furthermore, osmopriming had 30% increasing effect in biologic yield and it was to 50% and 59% in biologic operation and seed operation while this effect has caused the small amount of 1% increase in harvest index. The influence of physical priming on characteristics was not significant and it just led to 3% increase grain yield. Overall, concludes emphasis on consuming 125-150kg/ha N, notice to results of replacing secondary tillage with current tillage in dry farming, advice to planting in soils and irrigation with salinity<4 µs/m.s, positive effects of hormo, hydro and osmopriming, as well as expressing of the goodness of meta-analysis method to detect and finalize the positive and negative effects of these different treatments on the production of wheat.

Keywords

Abalos D, Jeffery S, Sanz-Cobena A, Guardia G and Vallejo A (2013) Meta-analysis of the effect of ureas and nitrification productivity and nitrogen use efficiency, Agriculture Ecosystems Environment. 189:136-144.
Bengtsson J, Ahnsrtom J and Weibull A (2005) The effects of organic agriculture on biodiversity and abundance: A meta-analysis. Journal of Applied Ecology. 42:261-269.
Cohn AD and Beacker BJ (2003) How meta-analysis increase statistical power. Psychological Methods.8 (3):243-253. DOI: 10.1037/1082-989X.8.3.243.
Demir Kaya M, Okçu G, Atak M, Çikili Y and Kolsarici Ö (2006) Seed treatment to overcome salt and drought stress during germination in sunflower (Helianthus annuus L.). European Journal of Agronomy. 24: 291-295.
Di Girolamo G and Barbanti L (2012) Treatment conditions and biochemical processes influencing seed priming effectiveness, Italian Journal Agronomy, 7: 178-188.
 
Francois LE, Grieve MC, Maas EV and Lesch SM (1994) Time of salt stress affects growth and yield component of irrigated wheat. Agronomy Journal, 86: 100-107.
Hedges LV (1992) Modeling publication selection effects in meta-analysis. Statistical Science.7 (2): 246-55.
Hedges LV, Gurevitch J and Curtis PS (1999) the meta-analysis of response ratios in experimental ecology. Ecology. 80: 1150–1156.
Huang S Zeng Y Wu J Shi Q and Pan X (2013) Effect of crop residue retention on yield in china: A meta- analysis. Field Crops Research. 154:188-194
Hunter JE and Schmidi FL. Metanalysis. In: Hambleton RK, Zaal JN. (eds.) Advances in educational and psychological testing theory and applications. Boston: Kluwer Academic; 1994: pp.157-183.
Izanlo B and Habibi M (2011) Application of meta-analysis in social and behavioral science: a review of advantages, disadvantages, and methodological issues. Research Behaviore Science 9: 70-82.
Linquist BA, Liu L, vankessel C and Van Groenigen KJ (2013) Enhanced sufficiency nitrogen fertilizers for rice systems: Meta – analysis of yield and nitrogen uptake. Field Crops Research. 154:246-254
Matthews S, Noli E, Demir I, KhajehHosseini M and Wagner MH (2012) Evaluation of seed quality: from physiology to international standardization. Seed Science Research. 22: S69–S73.
Osenberg CW, Sarnelle O, Cooper SD and Holt RD (1999) Resolving ecological questions through meta-analysis: goals, metrics, and models. Ecology. 80(4):1105–1117.
Ranjbar GH and Prasteh-anosheh H (2015) A glance to the salinity research in Iran with emphasis on improvement of field crop production. Iranian journal of Crop Science, 17(2): 165-174. (In Persian).
Rotundo J and Westgate ME (2009) Meta-analysis of environmental effects on soybean seed composition. Field Crops Research. 110: 147–156.
Rusinamhodzi L, Corbeels M, Wijk MTV, Rufino MC, Nyamagara J and Giller K E (2011) A meta- analysis of long – term effects of conservation agriculture on maize grain yield under rain- fed conditions. Agronomy Sustainable Development. DOI: 10.1007/s13593-011-0040-2. 
SAS (2009) Statistical Analysis Software, SAS Institute, V9.2. Carry, NC.
Soltani E and Soltani A (2014) Necessity of using meta-analysis in field crops researchers, Electronic Journal of Crop Researches. 7(3):203-216.
Soltani E and Soltani A (2015) Meta-analysis of seed priming on seed germination, seedling emergence and crop yield: Iranian studies, International Journal of Plant Production. 9(3):1735-8043.
Sutton AJ and Higgins JPT (2008) Recent developments in meta-analysis. Statistic in Medicine. 27:625-650.
Wang L, Feng Z and Schjoerring JK (2013) Effects of elevated atmospheric O2 on physiology and yield of wheat (Triticum aestivum L.): A meta-analytic test of current hypotheses. Agriculture Ecosystem and Environment. 178: 57–63.
Xiang-Dong L, Chang-Hui P, Dalun T and Jian-Feng S (2007) Meta-analysis and its application in global change research, Chines Science Bulletin. 52(3):289-302.