استفاده از تکنیک‌های آماری چندمتغیره در تعیین عوامل مؤثر بر کارآیی مصرف آب ذرت دانه‎ای (Zea mays L.) در شرایط کاربرد هم‌زمان نیتروژن و نهاده‎های بوم‎سازگار

نوع مقاله : مقاله پژوهشی

نویسندگان

1 گروه اگروتکنولوژی، دانشکده کشاورزی، دانشگاه فردوسی مشهد، مشهد، ایران

2 گروه زراعت، دانشکده کشاورزی، مجتمع آموزش عالی گناباد، گناباد، ایران

3 مجتمع آموزش عالی گناباد، گناباد، ایران.

4 گروه اگرواکولوژی، دانشکده کشاورزی، دانشگاه فردوسی مشهد، مشهد، ایران.

چکیده

به‎منظور بررسی اثر کاربرد هم‌زمان نیتروژن و نهاده‎های بوم‎سازگار در سطوح مختلف آبیاری و تعیین عامل‎های مؤثر بر کارآیی مصرف آب ذرت دانه‎ای (Zea mays L.)، آزمایشی در سال زراعی 1395- 1394 در مزرعه تحقیقاتی دانشگاه فردوسی مشهد به‎صورت کرت‎های خرد شده در قالب طرح پایه‎ی بلوک‎های کامل تصادفی با سه تکرار انجام شد. سطوح آبیاری در دو سطح (50 و 100 درصد نیاز آبی) در کرت‎های اصلی و تیمارهای تغذیه‎ای در پنج سطح (1- نیتروژن خالص + سوپرجاذب رطوبت، 2- سوپرجاذب رطوبت + هیومیک اسید + سالیسیلیک اسید، 3- هیومیک اسید + سالیسیلیک اسید + نیتروژن خالص، 4- هیومیک اسید + سالیسیلیک اسید + نیتروژن خالص + سوپرجاذب رطوبت و 5- شاهد) در کرت‎های فرعی قرار گرفتند. نتایج آزمایش نشان داد که اگر چه کاربرد کلیه‎ تیمارهای تغذیه‎ای در بهبود کارآیی مصرف آب مؤثر بود، ولی در هر دو شرایط 50 و 100 درصد نیاز آبی بیشترین کارآیی مصرف آب در تیمار کاربرد هم‌زمان نیتروژن، سوپرجاذب، هیومیک اسید و سالیسیلیک اسید به‌دست آمد. بیشترین عملکرد دانه (17542 کیلوگرم در هکتار) در تیمار کاربرد هم‌زمان نیتروژن، سوپرجاذب، هیومیک اسید و سالیسیلیک اسید و تأمین 100 درصد نیاز آبی و کمترین عملکرد دانه (12515 کیلوگرم در هکتار) در شاهد و تأمین 50 درصد نیاز آبی به‌دست آمد. با توجه به نتایج تجزیه‎ عاملی، متغیرها به دو عامل تجزیه شدند. عامل اول 59 درصد از واریانس متغیرها را تبیین کرد. متغیرهای عملکرد دانه، عملکرد ماده‎ی خشک، ارتفاع بوته، شاخص سطح برگ، سرعت رشد محصول و نیتروژن، فسفر و پی‎اچ خاک روی عامل اول و متغیرهای وزن دانه در بوته، شوری خاک و کارآیی مصرف آب روی عامل دوم بیشترین بار را داشتند. در عامل اول، متغیرهای مهمی نظیر عملکرد دانه و عملکرد ماده‎ خشک و خصوصیات رشدی قرار گرفتند، بنابراین می‎توان این عامل را توصیف‎کننده‎ عملکرد و عامل دوم که دارای بیشترین بار روی کارآیی مصرف آب بود، عامل کارآیی مصرف آب نامید. به‎طور کلی، با توجه به یافته‎های این پژوهش، به‎نظر می‎رسد که کاربرد هم‌زمان نیتروژن و نهاده‎های بوم‎سازگار ضمن بهبود عملکرد و خصوصیات رشدی گیاه، می‎تواند کارآیی مصرف آب را بهبود بخشد. 

کلیدواژه‌ها

موضوعات


عنوان مقاله [English]

Application of Multivariate Statistical Techniques for Determining of Affecting Factors in Water Use Efficiency of Maize (Zea mays L.) under Conditions of Simultaneous Application of Nitrogen and Ecofriendly Inputs

نویسندگان [English]

  • Mohsen Jahan 1
  • Mohamad Behzad Amiri 2
  • Milad Saleh Ababdi 3
  • Negar Naseri 3
  • sedighe Abbasi 4
1 Department of Agrotechnology, Faculty of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran,
2 Department of Agronomy, Faculty of Agriculture, University of Gonabad,Gonabad, Iran.
3 Department of Agronomy, Faculty of Agriculture, University of Gonabad, Gonabad, Iran.
4 Department of Agrotechnology, Faculty of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran.
چکیده [English]

Introduction
Water stress is one of the most important factors in reducing the yield of agricultural products worldwide. If the stress is intensive and continuous, plant growth and productivity are severely diminished. 
Water superabsorbent polymer can absorb and retain extremely large amounts of a liquid relative to its own mass. They have a wide range of applications because of their high water absorbing capacity, biodegradability and low cost.
Humic acid is an organic compound that is derived from the decomposition of organic matter and contains carbon, hydrogen, oxygen and nitrogen. This acid plays a key role in increasing the fertility of the soil and feeding the plant when added to the plant, in helps to increase its growth through its effect to photosynthesis, respiration, increase the plants resistance to harsh environmental conditions and stimulates many of the vital interactions within the plant.
Salicylic acid, a naturally occurring plant hormone, acts as an important signaling molecule and enhances tolerance of treated plants against biotic stresses. Salicylic acid also has a vital role in plant growth, ion uptake, and nutrient transport within the plant.
Factor analysis is a technique that is used to reduce a large number of variables into fewer numbers of factors. This technique extracts maximum common variance from all variables and puts them into a common score.
 Materials and Methods
In order to evaluate the effects of different irrigation levels and nutritional treatments and determining factors affecting water use efficiency of maize (Zea mays L.), a split plots experiment based on RCBD design with three replications was conducted during 2015-16 growing season, at Research Field of Ferdowsi University of Mashhad, Iran. Irrigation levels in two levels (50 and 100% of water requirement) and nutritional treatments in five levels (1- Nitrogen+Superabsorbent, 2- Superabsorbent+Humic acid+Salicylic acid, 3- Humic acid+Salicylic acid+Nitrogen, 4- Humic acid+ Salicylic acid+Nitrogen+Superabsorbent and 5- Control) assigned to main and sub plots, respectively.
 Results and Discussion
The results showed that all of the nutritional treatments affected water use efficiency, but in both conditions of 50 and 100% of water requirement, the highest water use efficiency were obtained in treatment of Humic acid+Salicylic acid+Nitrogen+Superabsorbent. The highest seed yield (17542 kg.ha-1) observed in treatment of nitrogen+superabsorbent+humic acid+Salicylic acid and supply 100% of water requirement and the lowest seed yield (12515 kg.ha-1) obtained in treatment of control and supply 50% of water requirement. Factor analysis results showed that variables analyzed to two factors. First factor included 51% of variables variance, respectively. First factor included variables of seed yield, biological yield, plant height, leaf area index, crop growth rate and soil nitrogen, phosphorous and pH and variables of seed weight per plant, soil EC and water use efficiency were in second factor. In first factor, important variables such as soil nitrogen, phosphorous were included, so this factor describe soil conditions and second factor which had the highest impact on water use efficiency was called as water use efficiency factor. In a research reported that application of water superabsorbent increased seed yield of maize compared to control. In another research, the highest seed yield of maize obtained in treatment of simultaneous application of 120 kg.ha-1 water superabsorbent and 8 kg.ha-1 humic acid. Application of salicylic acid and humic acid enhanced seed yield of maize 24.5 and 24.2% compared to control, respectively.
 
Conclusion
In general, based on results of this research, it seems simultaneous application of nitrogen and ecological inputs can improve yield, growth characteristics and water use efficiency. Factor analysis and high correlation among variables in same group showed that with change of variables that are in same group of water use efficiency, can increased water use efficiency and decreased damages of drought stress.
 Acknowledgements
This study was financially supported by the Ferdowsi University of Mashhad, Iran.
 

 

کلیدواژه‌ها [English]

  • Drought Stress
  • Factor Analysis
  • Humic Acid
  • Salicylic Acid
  • Superabsorbent
Abedi-Koupai, J, Sohrab, J., and Swarbrick, G., 2008. Evaluation of hydrogel application on soil water retention characteristics. Journal of Plant Nutrition 31: 317-331. https://doi.org/10.1080/01904160701853928
Ahmadi, M., Mondani, F., Khorramivafa, M., Mohammadi, G., and Shirkhani, A., 2018. Effect of different levels of nitrogen fertilizer on yield and yield components of some new maize cultivars (Zea mays L.) in Kermanshah. Plant Ecophysiology 10: 212-222. (In Persian with English Summary)
Aghayari, F, Khalili, F., and Ardakani, M.R., 2016. Effect of deficit irrigation, partial irrigation and superabsorbent polymer on yield and yield components of corn (cv. KSC703). Journal of Water and Soil Resources Conservation 6: 1-14. (In Persian with English Summary)
Alah Gholipour, M., and Mohammad Salehi, M.S., 2003. Factor and path analysis in different rice genotypes. Journal of Seed and Plant Production 19: 76-87. (In Persian) https://doi.org/10.29252/jcb.10.27.143
Alizadeh, A., and Kamali, G., 2008. Water Requirement of Plants in Iran. Emam Reza University Press Iran. pp: 228. (In Persian)
Amini, B., Farahbakhsh, M., and Kianirad, M., 2017. Study on the effects of humic acid-urea fertilizers application on some agronomic characteristics of maize (Zea mays L.). Applied Soil Research 5: 31-40. (In Persian with English Summary)
Bagheri, R., Akbari, G., Kianmehr, M.H., and Tahmasbi Sarvestani, Z., 2011. The effect of slow releasing nitrogen from pellet fertilizer of nitrogen and manure on grain yield and some physiological characteristics of corn. Electronic Journal of Crop Production 4(1): 97-113. (In Persian with English Summary) http://doi.org/20.1001.1.24763594.1391.16.59.15.8
Bahrani, M.J., and Babaei, G.H., 2007. Effect of different levels of plant density and nitrogen fertilizer on grain yield and its components and some quality traits in two sesame (Sesamum indicum L.) cultivars. Iranian Journal of Crop Sciences 9(3): 237-245. (In Persian with English Summary)
Bayat, S., and Sepehri Zare, A., 2010. Effect of foliar application of salicylic acid and paclobutrazol on some grain yield and dry matter remobilization of maize under drought stress. Journal of Cereal Research 4(2): 127-139. (In Persian) http://doi.org/20.1001.1.22520163.1393.4.2.4.0      
Bremner, J.M., and Mulvaney, C.S., 1965. Nitrogen-Total. In: Methods of Soil Analysis: Part II, Chemical and Microbiological Properties. Page, A.L. (Ed). 1982. Second Edition. American Society of Agronomy Inc. Madison, Wisconsin USA. Agronomy Series 9: 595-622. https://doi.org/10.2134/agronmonogr9.2.2ed.c31
Chu, M., Zhu, S.Q., Li, H.M., Huang, Z.B., and S.Q., Li., 2006. Synthesis of poly (acrylic acid)/sodium humate superabsorbent composite for agricultural use. Journal of Applied Polymer Science 102: 5137-5143. https://doi.org/10.1002/app.24661
Dehghanzade Jazi, H., and Adavi, Z., 2019. Effect of salicylic acid and humic acid on some physiological characteristics and yield of forage maize (Zea mays L.) under drought tension conditions. Crop Physiology Journal 40: 35-54. (In Persian with English Summary) http://doi.org/20.1001.1.2008403.1397.10.40.4.0
El-Tayeb, M.A., 2005. Response of barley to the interactive effect of salinity and salicylic acid. Plant Growth Regulation 45: 215-225. http://doi.org/10.1007/s10725-005-4928-1
Eneji, A.E., Islam, R., An, P., and Amalu, U.C., 2013. Nitrate retention and physiological adjustment of maize to soil amendment with superabsorbent polymers. Journal of Cleaner Production 52: 474-480. https://doi.org/10.1016/j.jclepro.2013.02.027
Fazeli Rostampour, M., and Mohebbian, S.M., 2012. Studying the effects of irrigation deficit and superabsorbent polymer on remobilization of assimilates in corn (Zea mays L.). Environmental Stresses in Crop Sciences 4: 127-138. (In Persian with English Summary) http://doi.org/10.22077/escs.2012.105
Ghorbani, S., Khazaei, H.R., Kafi, M., Banayan Aval, M., and Sadeghi Shoae, M., 2014. Effect of foliar application of humic acid on yield, yield components and growth indices of maize. Journal of Crop Production Research 5: 325-337. (In Persian with English Summary)
Hassanzadeh, A., and Farajzadeh Memari Tabrizi, E., 2016. Ecophysiological evaluation of three maize (Zea mays L.) cultivars under irrigation regimes and use of super absorbent. Journal of Crop Ecophysiology 10: 151-166. (In Persian with English Summary)
Heydaripour, R., Nassiri Mahallati, M., Koocheki, A., and Zare Feizeabadi, A., 2014. The effects of different levels of irrigation and nitrogen fertilizer on productivity and efficiency in corn, sugar beet and sesame. Journal of Agroecology 6(2): 187-198. (In Persian with English Summary) http://doi.org/10.22067/jag.v6i2.39361
Heidaripour, R., Koocheki, A.R., and Nassiri Mahallati, M., 2017. The effect of nitrogen fertilizer and density unusual levels on plant growth characteristics, grain and forage yield of maize. Iranian Journal of Field Crop Science 48: 865-876. (In Persian with English Summary) http://doi.org/10.22059/ijfcs.2017.217558.654194
Horvath, E., Janda, T., Szalai, G., and Paldi, E., 2002. In vitro salicylic acid inhibition of catalase activity in maize: differences between the isozymes and a possible role in the induction of chilling tolerance. Plant Sciecne 163: 1129-1135. https://doi.org/10.1016/S0168-9452(02)00324-2
Islam, M.R., Eneji, A.E., Ren, C., Li, J., and Hu, Y., 2011. Impact of water-saving superabsorbent polymer on oat (Avena spp.) yield and quality in an arid sandy soil. Scientific Research and Essays 6: 720-728. http://doi.org/10.5897/SRE10.476
Jahan, M., and Amiri, M.B., 2020. Principal components analysis for water use efficiency of common bean, sesame and maize in response of application of water super absorbent hydrogel. Journal of Water and Soil Resources Conservation, 9(3): 73-92.. (In Persian) http://doi.org/20.1001.1.22517480.1399.9.3.5.7
Jahan, M., and Amiri, M.B., 2018 a. Effective factors on water use efficiency in sesame, maize and common bean in response to salicylic acid under deficit irrigation condition. Journal of Agricultural Science and Sustainable Production 28(1): 249-266. (In Persian) http://doi.org/10.29252/jstnar.22.3.373  
Jahan, M., and Amiri, M.B., 2018 b. Determining the effective factors in water use efficiency (WUE) of common bean (Phaseolus vulgaris L.), sesame (Sesamum indicum L.) and maize (Zea mays L.) in response to humic acid application and deficit irrigation. Journal of Water and Soil Science (Science and Technology of Agriculture and Natural Resources) 22(3): 373-394. (In Persian) http://doi.org/10.29252/jstnar.22.3.373  
Jahan, M., Amiri, B., and Noorbakhsh, F., 2017. Evaluation of the increased rates of water super absorbent and humic acid application under deficit irrigation condition on some agroecological characteristics of Zea mays using response surface methodology. Iranian Journal of Field Crops Research 14(4): 766-784. (In Persian with English Summary) http://doi.org/10.22067/gsc.v14i4.48347
Jahan, M., Kamayestani, N., and Ranjbar, F., 2013. Assay for applying super absorbent polymer in a low input corn (Zea mays L.) production system aimed to reduce drought stress under Mashhad conditions. Journal of Agroecology 5(3): 272-281. (In Persian with English Summary) http://doi.org/10.22067/jag.v5i3.28999
Kalantari, K., 2012. Data Processing and Analysis in Socio-economic Research. Farhang Saba Pub., Tehran. ISBN: 978-964-2935-38-3. pp: 388. (In Persian)
Karimi, A., and Naderi, M., 2007. Yield and water use efficiency of forage corn as influenced superabsorbent polymer application in soils with different textures. Agricultural Research 3: 187-198. (In Persian with English Summary)
Khadem, S.A., Ghalavio, M., Ramroodi, S.R., Mousavi, M.J., and Rezvani-Moghadam, P., 2011. Effect of animal manure and superabsorbent polymer on yield and yield components on corn (Zea mays L.). Iranian Journal of Crop Science 42(1): 115-123. (In Persian with English Summary) http://doi.org/20.1001.1.20084811.1390.42.1.12.8
Kang, C., and Wang, C., 2003. Salicylic acid changes activities of H2O2 metabolizing enzymes and increase the chilling tolerance of banana seedlings. Environment and Experimental Botany 50(1): 9-15. http://doi.org/10.1016/S0098-8472(02)00109-0
Koocheki, A., and Sarmadnia, G., 2006. Crop Physiology. Mashhad Jahad University Press, Iran. pp. 254-255. (In Persian)
Mansourfar, K., 2012. Advanced Statistical Methods Using Applied Software. University of Tehran Press pp. 253-364. (In Persian)
Mehrabian Moghaddam, N., Arvin, M.J., Khajueenejad, G., and Maghsudi, K., 2011. Effect of salicylic acid on growth and seed and forage yield of maize in conditions of drought stress in farm. Journal of Seed and Plant Production 27: 41-55. (In Persian with English Summary) http://doi.org/10.22092/sppj.2017.110423
Moazzen Ghamsari, B., Akbari, G., Zohorian, M.J., and Nikniaee, A.B., 2010. An Evaluation of growth and yield of forage corn with application of different levels of superabsorbent polymer (Superab A200) and under drought stress. Iranian Journal of Field Crop Science 40 (3): 1-8. (In Persian with English Summary) 20.1001.1.20084811.1388.40.3.1.7 
Mohammadzadeh, A., Majnoon Hosseini, N., Moghaddam, H., and Akbari, M., 2012. Effect of drought stress and nitrogen fertilizer levels on physiological characteristics of two red kidney bean genotypes. Iranian Journal of Crop Sciences 14(3): 294-308. (In Persian with English Summary) http://doi.org/20.1001.1.15625540.1391.14.3.7.2  
Morphy, J., and Riley, J.P., 1962. Phosphorus analysis procedure. In: Methods of Soil Analysis: Part II, Chemical and Microbiological Properties. Page, A. L. (Ed). 1982. Second Edition. Madison, Wisconsin USA. pp. 413-427. http://doi.org/10.2134/agronmonogr9.2.2ed
Nazarli, H., Zardashti, M.R., Darvishzadeh, R., and Najafi, S., 2010. The effect of water stress and polymer on water use efficiency, yield and several morphological traits on sunflower. Not Science Biology 2: 53-58. https://doi.org/10.15835/nsb244823
Nykanen, V.P.S., Nykanen, A., Puska, M.A., Goulart-Silva, G., and Ruokolainen, J., 2011. Dual-reponsive and super absorbing thermally cross-linked hydrogel based on methacrylate substituted polyphosphazene. Soft Matter 7: 4414-4424. https://doi.org/10.1039/C0SM01000F
Olsen, S.R., and Sommers, L.E., 1982. Phosphorus. In: Methods of Soil Analysis: Part 2, Chemical and Microbiological Properties. Page, A.L. (Ed). 1982. Second Edition. American Society of Agronomy Inc. Madison, Wisconsin USA. Agronomy Series 9: 403-411. http://doi.org/10.2134/agronmonogr9.2.2ed
Payeroa, J.O., Tarkalson, D.D., Irmakc, S., Davisond, D., and Petersend, J.L., 2009. Effect of timing of a deficit-irrigation allocation on corn evapotranspiration, yield, water use efficiency and dry mass. Agricultural Water Management 96(10): 1387–1397. https://doi.org/10.1016/j.agwat.2009.03.022
Raghara, H., and Moosavi, S., 2018. Effect of water deficit stress and application of humic and salicylic acid on physiological traits, yield and yield components of corn. Journal of Iranian Plant Ecophysiological Research 13: 88-101. (In Persian with English Summary) http://doi.org/20.1001.1.76712423.1397.13.50.7.2
Rezazadeh, H., Khrasani, S.K., and Haghighi, R.S.A., 2012. Effects of humic acid on decrease of phosphorus usage in forage maize var. KSC704 (Zea mays L.). Australian Journal of Agricultural Engineering 3: 34-38.
Shaaban, S.H.A., 2009. Humic acid foliar application to minimize soil applied fertilization of surface irrigationed wheat. Agricultural Sciences 5: 207-210.
Siami, R., Mirshekari, B., Farahvash, F., Rashidi, V., and Tarinejad, A., 2017. The effect of seed priming with salicylic acid and water deficit tension on enzyme activity and yield of grain corn. Crop Physiology Journal 34: 23-35. (In Persian with English Summary) http://doi.org/10.22077/escs.2019.1497.1333
Sidari, M., Attina, E., Francioso, O., Tugnoli, V., and Nardi, S., 2006. Biological activity of humic substances is related to their chemical structure. Soil Science Society of America Journal 71: 75-85. https://doi.org/10.2136/sssaj2006.0055
Tousi Mojarrad, M., Ghannadha, M.R., Khodarahmi, M., and Shahabi, S., 2005. Factor analysis for seed yield and some wheat characteristics. Journal of Pajouhesh and Sazandegi 66: 9-16. (In Persian with English Summary)
Xie, L., Liu, M., Ni, B., Zhang, X., and Wang, Y., 2011. Slow-release nitrogen and boron fertilizer from a functional superabsorbent formulation based on wheat straw and attapulgite. Chemical Engineering Journal 167: 342-348. https://doi.org/10.1016/j.cej.2010.12.082
Zeinali, H., Nasrabadi, A., Hoseinzadeh, H., Chougan, R., and Sabokdast, M., 2005. Factor analysis of hybrid varieties of maize. Iranian Journal of Agricultural Science 36: 895-902. (In Persian with English Summary)
Zhong, K., Zheng, X.L., Mao, X.Y., Lin, Z.T., and Jiang, G.B., 2012. Sugarcane bagasse derivative-based superabsorbent containing phosphate rock with water-fertilizer integration. Carbohydrate Polymers 90: 820-826. https://doi.org/10.1016/j.carbpol.2012.06.006
 
 
 
 
 
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