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Determining water use efficiency for wheat and cotton: A meta-regression analysis

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  • Fan, Yubing
  • Wang, Chenggang
  • Nan, Zhibiao

Abstract

A great challenge for agricultural production is to produce more food with less water, which can be possibly achieved by increasing crop water use efficiency (WUE). We systematically reviewed 51 cases from 48 empirical studies with field experimental results on wheat and cotton. We estimated the yield-water use relations under both furrow and micro irrigation systems, compared crop water use to achieve maximum WUE and maximum yield, and evaluated the effects of many influential factors using meta-regression analysis. Our results showed significant effects of micro irrigation adoption, farm management practices focusing on crop, soil and water, and some moderator variables related with the empirical studies on crop WUE. Assessments of the publication selection bias and genuine effects illustrated the application of weighted least squares in conducting meta-regression analysis.

Suggested Citation

  • Fan, Yubing & Wang, Chenggang & Nan, Zhibiao, 2016. "Determining water use efficiency for wheat and cotton: A meta-regression analysis," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236059, Agricultural and Applied Economics Association.
  • Handle: RePEc:ags:aaea16:236059
    DOI: 10.22004/ag.econ.236059
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    as
    1. Gardenas, A.I. & Hopmans, J.W. & Hanson, B.R. & Simunek, J., 2005. "Two-dimensional modeling of nitrate leaching for various fertigation scenarios under micro-irrigation," Agricultural Water Management, Elsevier, vol. 74(3), pages 219-242, June.
    2. Stanley, T.D. & Doucouliagos, Chris & Jarrell, Stephen B., 2008. "Meta-regression analysis as the socio-economics of economics research," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(1), pages 276-292, February.
    3. Colin J. Roberts, 2005. "Issues in Meta‐Regression Analysis: An Overview," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 295-298, July.
    4. Raymond J. G. M. Florax & Chiara M. Travisi & Peter Nijkamp, 2005. "A meta-analysis of the willingness to pay for reductions in pesticide risk exposure," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 32(4), pages 441-467, December.
    5. Zhao, Hong & Xiong, You-Cai & Li, Feng-Min & Wang, Run-Yuan & Qiang, Sheng-Cai & Yao, Tao-Feng & Mo, Fei, 2012. "Plastic film mulch for half growing-season maximized WUE and yield of potato via moisture-temperature improvement in a semi-arid agroecosystem," Agricultural Water Management, Elsevier, vol. 104(C), pages 68-78.
    6. Jin, Menggui & Zhang, Renquan & Sun, Lianfa & Gao, Yunfu, 1999. "Temporal and spatial soil water management: a case study in the Heilonggang region, PR China," Agricultural Water Management, Elsevier, vol. 42(2), pages 173-187, November.
    7. T. D. Stanley & Stephen B. Jarrell, 2005. "Meta‐Regression Analysis: A Quantitative Method of Literature Surveys," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 299-308, July.
    8. Kevin J. Boyle & Gregory L. Poe & John C. Bergstrom, 1994. "What Do We Know About Groundwater Values? Preliminary Implications from a Meta Analysis of Contingent-Valuation Studies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(5), pages 1055-1061.
    9. Florax, R.J.G.M., 2002. "Accounting for dependence among study results in Meta-Analysis: methodology and applications to the valuation and use of natural resources," Serie Research Memoranda 0005, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    10. Ünlü, Mustafa & Kanber, RIza & Koç, D. Levent & Tekin, Servet & Kapur, Burçak, 2011. "Effects of deficit irrigation on the yield and yield components of drip irrigated cotton in a mediterranean environment," Agricultural Water Management, Elsevier, vol. 98(4), pages 597-605, February.
    11. Jasper M. Dalhuisen & Raymond J. G. M. Florax & JHenri L. F. de Groot & Peter Nijkamp, 2003. "Price and Income Elasticities of Residential Water Demand: A Meta-Analysis," Land Economics, University of Wisconsin Press, vol. 79(2), pages 292-308.
    12. Jalota, S.K. & Sood, Anil & Chahal, G.B.S. & Choudhury, B.U., 2006. "Crop water productivity of cotton (Gossypium hirsutum L.)-wheat (Triticum aestivum L.) system as influenced by deficit irrigation, soil texture and precipitation," Agricultural Water Management, Elsevier, vol. 84(1-2), pages 137-146, July.
    13. Bergstrom, John C. & Taylor, Laura O., 2006. "Using meta-analysis for benefits transfer: Theory and practice," Ecological Economics, Elsevier, vol. 60(2), pages 351-360, December.
    14. Singh, Yudhveer & Rao, Sajjan Singh & Regar, Panna Lal, 2010. "Deficit irrigation and nitrogen effects on seed cotton yield, water productivity and yield response factor in shallow soils of semi-arid environment," Agricultural Water Management, Elsevier, vol. 97(7), pages 965-970, July.
    15. David I. Stern, 2012. "Interfuel Substitution: A Meta‐Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 26(2), pages 307-331, April.
    16. John List & Craig Gallet, 2001. "What Experimental Protocol Influence Disparities Between Actual and Hypothetical Stated Values?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 20(3), pages 241-254, November.
    17. Mateos, L. & Berengena, J. & Orgaz, F. & Diz, J. & Fereres, E., 1991. "A comparison between drip and furrow irrigation in cotton at two levels of water supply," Agricultural Water Management, Elsevier, vol. 19(4), pages 313-324, May.
    18. Zhang, Heping & Oweis, Theib, 1999. "Water-yield relations and optimal irrigation scheduling of wheat in the Mediterranean region," Agricultural Water Management, Elsevier, vol. 38(3), pages 195-211, January.
    19. Yazar, Attila & Sezen, S. Metin & Sesveren, Sertan, 2002. "LEPA and trickle irrigation of cotton in the Southeast Anatolia Project (GAP) area in Turkey," Agricultural Water Management, Elsevier, vol. 54(3), pages 189-203, April.
    20. Metin Sezen, S. & Yazar, Attila, 2006. "Wheat yield response to line-source sprinkler irrigation in the arid Southeast Anatolia region of Turkey," Agricultural Water Management, Elsevier, vol. 81(1-2), pages 59-76, March.
    21. Liu, W. Z. & Hunsaker, D. J. & Li, Y. S. & Xie, X. Q. & Wall, G. W., 2002. "Interrelations of yield, evapotranspiration, and water use efficiency from marginal analysis of water production functions," Agricultural Water Management, Elsevier, vol. 56(2), pages 143-151, July.
    22. Ian J. Bateman & Andrew P. Jones, 2003. "Contrasting Conventional with Multi-Level Modeling Approaches to Meta-Analysis: Expectation Consistency in U.K. Woodland Recreation Values," Land Economics, University of Wisconsin Press, vol. 79(2), pages 235-258.
    23. Tang, Li-Song & Li, Yan & Zhang, Jianhua, 2010. "Partial rootzone irrigation increases water use efficiency, maintains yield and enhances economic profit of cotton in arid area," Agricultural Water Management, Elsevier, vol. 97(10), pages 1527-1533, October.
    24. Zhang, Buchong & Li, Feng-Min & Huang, Gaobao & Cheng, Zi-Yong & Zhang, Yanhong, 2006. "Yield performance of spring wheat improved by regulated deficit irrigation in an arid area," Agricultural Water Management, Elsevier, vol. 79(1), pages 28-42, January.
    25. Jon Nelson & Peter Kennedy, 2009. "The Use (and Abuse) of Meta-Analysis in Environmental and Natural Resource Economics: An Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(3), pages 345-377, March.
    26. Li, Jiamin & Inanaga, Shinobu & Li, Zhaohu & Eneji, A. Egrinya, 2005. "Optimizing irrigation scheduling for winter wheat in the North China Plain," Agricultural Water Management, Elsevier, vol. 76(1), pages 8-23, July.
    27. Kang, Shaozhong & Zhang, Lu & Liang, Yinli & Hu, Xiaotao & Cai, Huanjie & Gu, Binjie, 2002. "Effects of limited irrigation on yield and water use efficiency of winter wheat in the Loess Plateau of China," Agricultural Water Management, Elsevier, vol. 55(3), pages 203-216, June.
    28. Cetin, O. & Bilgel, L., 2002. "Effects of different irrigation methods on shedding and yield of cotton," Agricultural Water Management, Elsevier, vol. 54(1), pages 1-15, March.
    29. Tong, Ling & Kang, Shaozhong & Zhang, Lu, 2007. "Temporal and spatial variations of evapotranspiration for spring wheat in the Shiyang river basin in northwest China," Agricultural Water Management, Elsevier, vol. 87(3), pages 241-250, February.
    30. Woodward, Richard T. & Wui, Yong-Suhk, 2001. "The economic value of wetland services: a meta-analysis," Ecological Economics, Elsevier, vol. 37(2), pages 257-270, May.
    31. V. Kerry Smith & Yoshiaki Kaoru, 1990. "Signals or Noise? Explaining the Variation in Recreation Benefit Estimates," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(2), pages 419-433.
    32. Liu, Boying & Richard Shumway, C., 2016. "Substitution elasticities between GHG-polluting and nonpolluting inputs in agricultural production: A meta-regression," Energy Economics, Elsevier, vol. 54(C), pages 123-132.
    33. Oweis, T.Y. & Farahani, H.J. & Hachum, A.Y., 2011. "Evapotranspiration and water use of full and deficit irrigated cotton in the Mediterranean environment in northern Syria," Agricultural Water Management, Elsevier, vol. 98(8), pages 1239-1248, May.
    34. Wanjura, Donald F. & Upchurch, Dan R. & Mahan, James R. & Burke, John J., 2002. "Cotton yield and applied water relationships under drip irrigation," Agricultural Water Management, Elsevier, vol. 55(3), pages 217-237, June.
    35. Liu, Haijun & Yu, Lipeng & Luo, Yu & Wang, Xiangping & Huang, Guanhua, 2011. "Responses of winter wheat (Triticum aestivum L.) evapotranspiration and yield to sprinkler irrigation regimes," Agricultural Water Management, Elsevier, vol. 98(4), pages 483-492, February.
    36. Xie, Zhong-kui & Wang, Ya-jun & Li, Feng-min, 2005. "Effect of plastic mulching on soil water use and spring wheat yield in arid region of northwest China," Agricultural Water Management, Elsevier, vol. 75(1), pages 71-83, July.
    37. Loomis, John B. & White, Douglas S., 1996. "Economic benefits of rare and endangered species: summary and meta-analysis," Ecological Economics, Elsevier, vol. 18(3), pages 197-206, September.
    38. Phillips, Joseph M, 1994. "Farmer Education and Farmer Efficiency: A Meta-Analysis," Economic Development and Cultural Change, University of Chicago Press, vol. 43(1), pages 149-165, October.
    39. Sun, Hong-Yong & Liu, Chang-Ming & Zhang, Xi-Ying & Shen, Yan-Jun & Zhang, Yong-Qiang, 2006. "Effects of irrigation on water balance, yield and WUE of winter wheat in the North China Plain," Agricultural Water Management, Elsevier, vol. 85(1-2), pages 211-218, September.
    40. Wang, Huixiao & Zhang, Lu & Dawes, W. R. & Liu, Changming, 2001. "Improving water use efficiency of irrigated crops in the North China Plain -- measurements and modelling," Agricultural Water Management, Elsevier, vol. 48(2), pages 151-167, June.
    41. Chakraborty, Debashis & Nagarajan, Shantha & Aggarwal, Pramila & Gupta, V.K. & Tomar, R.K. & Garg, R.N. & Sahoo, R.N. & Sarkar, A. & Chopra, U.K. & Sarma, K.S. Sundara & Kalra, N., 2008. "Effect of mulching on soil and plant water status, and the growth and yield of wheat (Triticum aestivum L.) in a semi-arid environment," Agricultural Water Management, Elsevier, vol. 95(12), pages 1323-1334, December.
    42. Kang, Yaohu & Wang, Ruoshui & Wan, Shuqin & Hu, Wei & Jiang, Shufang & Liu, Shiping, 2012. "Effects of different water levels on cotton growth and water use through drip irrigation in an arid region with saline ground water of Northwest China," Agricultural Water Management, Elsevier, vol. 109(C), pages 117-126.
    43. Van Houtven, George & Powers, John & Pattanayak, Subhrendu K., 2007. "Valuing water quality improvements in the United States using meta-analysis: Is the glass half-full or half-empty for national policy analysis?," Resource and Energy Economics, Elsevier, vol. 29(3), pages 206-228, September.
    44. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    45. Du, Taisheng & Kang, Shaozhong & Zhang, Jianhua & Li, Fusheng & Hu, Xiaotao, 2006. "Yield and physiological responses of cotton to partial root-zone irrigation in the oasis field of northwest China," Agricultural Water Management, Elsevier, vol. 84(1-2), pages 41-52, July.
    46. T. D. Stanley, 2001. "Wheat from Chaff: Meta-analysis as Quantitative Literature Review," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 131-150, Summer.
    47. Jose M.L. Santos, 1998. "The Economic Valuation of Landscape Change," Books, Edward Elgar Publishing, number 1469.
    48. Ibragimov, Nazirbay & Evett, Steven R. & Esanbekov, Yusupbek & Kamilov, Bakhtiyor S. & Mirzaev, Lutfullo & Lamers, John P.A., 2007. "Water use efficiency of irrigated cotton in Uzbekistan under drip and furrow irrigation," Agricultural Water Management, Elsevier, vol. 90(1-2), pages 112-120, May.
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