Technical Papers
Jul 2, 2024

The Effect of Sustained Deficit Irrigation and Different Irrigation Methods on Yield and Evapotranspiration of Second-Crop Soybeans in the Mediterranean Basin

Publication: Journal of Irrigation and Drainage Engineering
Volume 150, Issue 5

Abstract

Soybeans are a crucial major food source in human and animal nutrition due to their high fat and protein content. This study investigated the effects of different irrigation methods on yield and yield components of second-crop soybeans under deficit irrigation conditions. The study aimed to determine the crop evapotranspiration, water productivity (WP), and irrigation water productivity (IWP) of the second crop soybean. The study followed a split plot random block experimental design with three replications. The main treatments of the study were subsurface drip irrigation (SDI), drip irrigation (DI), and furrow irrigation (FI) with four different water application levels (100%, 75%, 50%, and 25%) serving as subtreatments. Crop evapotranspiration (ETc) ranged between 236–482 mm for DI, 185–410 mm for SDI, and 275–562 mm for FI during 2018 and 2019. The yields for DI, SDI, and FI varied between 3,3404,030  kg  ha1, 3,2503,780  kg  ha1, and 2,8003,680  kg  ha1 during 2018 and 2019, respectively. The effect of water deficit applications on yield was statistically significant at p<0.05 level. It was determined that the yield components of soybeans were negatively affected by deficit irrigation treatments, but the effect of different irrigation methods was not significant. There was no statistical difference between the treatment with 25% deficit irrigation and the full irrigation comparing the yield and yield components of the study. Moreover, WP and IWP values increased as the amount of irrigation water decreased in all irrigation methods. Thus, a 25% deficit is recommended as an alternative to full irrigation in the Mediterranean Basin when water resources are scarce.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

All data, models, and code generated or used during the study appear in the published article.

Acknowledgments

The authors would like to thank The Scientific and Technological Research Council of Türkiye (TÜBİTAK) for its financial support for the project TOVAG-116 O 923.

References

Ali, N. 2010. “Soybean processing and utilization.” In The soybean: Botany, production and uses, edited by Singh G. 345–374. Cambridge, MA: CAB International.
Allan, J. A. 1997. “Virtual water: A long term solution for water short Middle Eastern economies?” In Paper Presented at the British Association Festival of Science, Water and Development Session. London: Univ. of Leeds.
Al-Tawaha, A. M., P. Seguin, D. L. Smith, and R. B. Bonnell. 2007. “Irrigation level affects isoflavone concentrations of early maturing soya bean cultivars.” J. Agron. Crop. Sci. 193 (4): 238–246. https://doi.org/10.1111/j.1439-037X.2007.00263.x.
Anda, A. B., G. Simon, J. A. Soós, J. A. Teixeira da Silva, and L. Menyhárt. 2021. “Water stress modifies canopy light environment and qualitative and quantitative yield components in two soybean varieties.” Irrig. Sci. 39 (Sep): 549–566. https://doi.org/10.1007/s00271-021-00728-0.
Andriani, J. M., F. H. Andrade, E. E. Suero, and J. L. Dardanelli. 1991. “Water deficits during reproductive growth of soybeans. I. their effects on dry matter accumulation, seed yield and its components.” Agronomie 11 (9): 737–746. https://doi.org/10.1051/agro:19910904.
Ashley, D. A., and W. J. Ethridge. 1978. “Irrigation effects on vegetative and reproductive development of three soybeans cultivars.” Agron. J. 70 (3): 467–471. https://doi.org/10.2134/agronj1978.00021962007000030026x.
Atti, S., R. Bonnell, D. L. Smith, and S. Prasher. 2004. “Response of an indeterminate soybean to chronic water deficit during reproductive development under greenhouse conditions.” Can. Water. Resour. J. 29 (4): 209–222. https://doi.org/10.4296/cwrj209.
Aydinşakir, K. 2018. “Yield and quality characteristics of drip-irrigated soybean under different irrigation levels.” Agron. J. 110 (4): 1473–1481. https://doi.org/10.2134/agronj2017.12.0748.
Aydinşakir, K., N. Dinc, D. Buyuktas, M. Kocaturk, C. F. Ozkan, and C. Karaca. 2021. “Water productivity of soybeans under regulated surface and subsurface drip irrigation conditions.” Irrig. Sci. 39 (6): 773–787. https://doi.org/10.1007/s00271-021-00744-0.
Bajaj, S., P. Chen, D. E. Longer, A. Shi, A. Hou, T. Ishibashi, and K. R. Brye. 2008. “Irrigation and planting date effects on seed yield and agronomic traits of early-maturing soybean.” J. Crop. Improv. 22 (1): 47–65. https://doi.org/10.1080/15427520802042937.
Basal, O., and A. Szabó. 2020. “The combined effect of drought stress and nitrogen fertilization on soybean.” Agronomy 10 (3): 384. https://doi.org/10.3390/agronomy10030384.
Bellaloui, N., and A. Mengistu. 2008. “Seed composition is influenced by irrigation regimes and cultivar differences in soybean.” Irrig. Sci. 26 (Mar): 261–268. https://doi.org/10.1007/s00271-007-0091-y.
Bennett, A. J. 2000. “Environmental consequences of increasing production: Some current perspectives.” Agric. Ecosyst. Environ. 82 (1–3): 89–95. https://doi.org/10.1016/S0167-8809(00)00218-8.
Borowska, M., and J. Prusiński. 2021. “Effect of soybean cultivars sowing dates on seed yield and its correlation with yield parameters.” Plant, Soil Environ. 67 (6): 360–366. https://doi.org/10.17221/73/2021-PSE.
Çakmak, B., and Z. Gökalp. 2011. “İklim değişikliği ve etkin su kullanımı [Climate change and effective water use].” [In Turkish.] Int. J. Agric. Nat. Sci. 4 (1): 87–95.
Candogan, B. N., M. Sincik, H. Büyükcangaz, C. Demirtaş, A. T. Göksoy, and S. Yazgan. 2013. “Yield, quality and crop water stress index relationships for deficit-irrigated soybean [Glycine max (L.) Merr.] in sub-humid climatic conditions.” Agric. Water Manage. 118 (Feb): 113–121. https://doi.org/10.1016/j.agwat.2012.11.021.
Candoğan, B. N., and S. Yazgan. 2016. “Yield and quality response of soybean to full and deficit irrigation at different growth stages under sub-humid climatic conditions.” J. Agric. Sci. 22 (2): 129–144. https://doi.org/10.1501/Tarimbil_0000001375.
Chomsang, K., M. Morokuma, S. Agarie, and M. Toyota. 2021. “Effect of using drip irrigation on the growth, yield and its components of soybean grown in a low rainfall region in Japan.” Plant Prod. Sci. 24 (4): 466–480. https://doi.org/10.1080/1343943X.2021.1893607.
Cramer, W., et al. 2018. “Climate change and interconnected risks to sustainable development in the Mediterranean.” Nat. Clim. Change 8 (11): 972–980. https://doi.org/10.1038/s41558-018-0299-2.
Demircan, M., H. Gurkan, O. Eskioglu, H. Arabaci, and M. Coskun. 2017. “Climate change projections for Turkey: Three models and two scenarios.” Turk. J. Water Sci. Manage. 1 (1): 22–43. https://doi.org/10.31807/tjwsm.297183.
Desclaux, D., T. T. Huynh, and P. Roumet. 2000. “Identification of soybean plant characteristics that indicate the timing of drought stress.” Crop. Sci. 40 (3): 716–722. https://doi.org/10.2135/cropsci2000.403716x.
Di Mauro, G., L. Borrás, P. Rugeroni, and J. L. Rotundo. 2019. “Exploring soybean management options for environments with contrasting water availability.” J. Agron. Crop Sci. 205 (3): 274–282. https://doi.org/10.1111/jac.12321.
Dogan, E., H. Kirnak, and O. Copur. 2007. “Effect of seasonal water stress on soybean and site specific evaluation of CROPGRO-Soybean model under semi-arid climatic conditions.” Agric. Water Manage. 90 (1–2): 56–62. https://doi.org/10.1016/j.agwat.2007.02.003.
Doorenbos, J., and A. H. Kassam. 1979. Yield response to water. Rome: Food and Agriculture Organization.
Doss, R. D., R. W. Pearson, and H. T. Rogers. 1974. “Effect of soil water stress at various growth stages on soybean yield.” Agron. J. 66 (2): 297–299. https://doi.org/10.2134/agronj1974.00021962006600020032x.
Evett, S. R., T. A. Howell, A. D. Schneider, D. R. Upchurch, and D. F. Wanjura. 2000. “Automatic drip irrigation of corn and soybean.” In Proc., 4th Decennial National Irrigation Symp., edited by R. G. Evans, B. L. Benham, and T. P. Trooien, 401–408. Phoenix: American Society of Agricultural Engineers.
FAO (Food and Agriculture Organization). 2020. WaPOR database methodology: Version 2. Rome: FAO.
FAO (Food and Agriculture Organization). 2022. World food and agriculture—Statistical yearbook. Rome: FAO.
Frederick, J. R., C. R. Camp, and P. J. Bauer. 2001. “Drought-stress effects on branch and mainstem seed yield and yield components of determinate soybean.” Crop Sci. 41 (3): 759–763. https://doi.org/10.2135/cropsci2001.413759x.
Freitas, M. E., L. C. F. de Souza, J. C. Salton, A. P. Serra, M. Mauad, J. W. Cortez, and M. E. Marchetti. 2016. “Crop rotation affects soybean performance in no-tillage system under optimal and dry cropping seasons.” Aust. J. Crop Sci. 10 (3): 353–361. https://doi.org/10.21475/ajcs.2016.10.03.p7177.
Gajić, B., B. Kresović, A. Tapanarova, L. Životić, and M. Todorović. 2018. “Effect of irrigation regime on yield, harvest index and water productivity of soybean grown under different precipitation conditions in a temperate environment.” Agric. Water Manage. 210 (Nov): 224–231. https://doi.org/10.1016/j.agwat.2018.08.002.
Gavili, E., A. A. Moosavi, and A. A. K. Haghighi. 2019. “Does biochar mitigate the adverse effects of drought on the agronomic traits and yield components of soybean?” Ind. Crops Prod. 128 (Feb): 445–454. https://doi.org/10.1016/j.indcrop.2018.11.047.
Gerçek, S., E. Boydak, M. Okant, and M. Dikilitas. 2009. “Water pillow irrigation compared to furrow irrigation for soybean production in a semi-arid area.” Agric. Water Manage. 96 (1): 87–92. https://doi.org/10.1016/j.agwat.2008.06.006.
Gollo, E. A., A. D. Robaina, M. X. Peiter, R. Z. Goulart, and M. Chaiben Neto. 2021. “Irrigation water management techniques for lowland furrow-ırrıgated soybean in southern Brazıl.” Rev. Bras. Eng. Agric. 41 (Apr): 127–134. https://doi.org/10.1590/1809-4430-Eng.Agric.v41n2p127-134/2021.
Gomez, K. A., and A. A. Gomez. 1984. Statistical procedures for agricultural research, 680. New York: Wiley.
Gonen, E., and O. Kara. 2022. “Determination of the effects of different tillage methods and irrigation levels on soybean yield and yield components.” J. Agric. Sci. 160 (1–2): 76–85. https://doi.org/10.1017/S0021859622000144.
Griffin, J. L., R. W. Taylor, R. J. Habetz, and R. P. Regan. 1985. “Response of solid-seeded soybeans to flood irrigation. I. Application timing.” Agron. J. 77 (4): 551–554. https://doi.org/10.2134/agronj1985.00021962007700040011x.
He, J., Y. U. Du, T. Wang, N. C. Turner, R. P. Yang, Y. Jin, and F. M. Li. 2017. “Conserved water use improves the yield performance of soybean (Glycine max L.) under drought.” Agric. Water Manage. 179 (Jan): 236–245. https://doi.org/10.1016/j.agwat.2016.07.008.
Hodges, H. F., and L. G. Heatherly. 1983. Principles of water management for soybean production in Mississippi. Starkville, MS: Mississippi Soybean Promotion Board.
Irmak, S., J. E. Specht, L. O. Odhiambo, J. M. Rees, and K. G. Cassman. 2014. “Soybean yield, evapotranspiration, water productivity, and soil water extraction response to subsurface drip irrigation and fertigation.” Trans. ASABE 57 (3): 729–748. https://doi.org/10.13031/trans.57.10085.
James, L. G. 1988. Principles of farm irrigation system design. New York: Wiley.
Jiang, H. W., et al. 2018. “Identification of major QTLs associated with first pod height and candidate gene mining in soybean.” Front. Plant Sci. 9 (Sep): 1280. https://doi.org/10.3389/fpls.2018.01280.
Kadhem, F. A., J. E. Specht, and J. H. Williams. 1985. “Soybean irrigation serially timed during stages R1 to R6, II. Yield component responses.” Agron. J. 77 (2): 299–304. https://doi.org/10.2134/agronj1985.00021962007700020027x.
Kanemasu, E. T. 1981. “Irrigated soybean production in arid and semiarid regions.” In Irrigation water requirement and water stress. 82–85, edited by Judy W. H., and J. A. Jacksobs. Washington, DC: International Agriculture.
Karam, F., R. Masaad, T. Sfeir, O. Mounzer, and Y. Rouphael. 2005. “Evapotranspiration and seed yield of field grown soybean under deficit irrigation conditions.” Agric. Water Manage. 75 (3): 226–244. https://doi.org/10.1016/j.agwat.2004.12.015.
Kezar, S., A. Ballagh, V. Kankarla, S. Sharma, R. Sharry, and J. Lofton. 2023. “Response of soybean yield and certain growth parameters to simulated reproductive structure removal.” Agronomy 13 (3): 927. https://doi.org/10.3390/agronomy13030927.
Kirda, C., and R. Kanber. 1999. “Water, no longer a plentiful resource, should be used sparingly, ırrigated agriculture.” In Crop yield response to deficit irrigation, edited by C. Kirda, P. Moutonnet, C. Hera, and D. R. Nielsen. Dordrecht, Netherlands, Kluwer Academic.
Kirnak, H., E. Dogan, and H. Türkoğlu. 2010. “Effect of drip irrigation intensity on soybean seed yield and quality in the semi-arid Harran plain, Turkey.” Span. J. Agrıc. Res. 8 (4): 1208–1217. https://doi.org/10.5424/sjar.
Korte, L. L., J. H. Williams, J. E. Specht, and R. C. Sorensen. 1983. “Irrigation of soybean genotypes during reproductive ontogeny, II. Yield component responses.” Crop. Sci. 23 (3): 528–533. https://doi.org/10.2135/cropsci1983.0011183X002300030020x.
Lamm, F. R., A. A. Kheira, and T. P. Trooien. 2010. “Sunflower, soybean, and grain sorghum crop production as affected by dripline depth.” Appl. Eng. Agric. 26 (5): 873–882. https://doi.org/10.13031/2013.34952.
Montoya, F., C. García, F. Pintos, and A. Otero. 2017. “Effects of irrigation regime on the growth and yield of irrigated soybean in temperate humid climatic conditions.” Agric. Water Manage. 193 (Nov): 30–45. https://doi.org/10.1016/j.agwat.2017.08.001.
Odhiambo, L. O., and S. Irmak. 2012. “Evaluation of the impact of surface residue cover on single and dual crop coefficient for estimating soybean actual evapotranspiration.” Agric. Water Manage. 104 (Feb): 221–234. https://doi.org/10.1016/j.agwat.2011.12.021.
Pejić, B., L. Maksimović, S. Cimpeanu, D. Bucur, S. Milić, and B. Ćupina. 2011. “Response of soybean to water stress at specific growth stages.” J. Food Agric. Environ. 9 (Aug): 280–284. https://doi.org/10.1234/4.2011.1951.
Pereira, L. S., I. Cordery, and I. Iacovides. 2012. “Improved indicators of water use performance and productivity for sustainable water conservation and saving.” Agric. Water. Manage. 108 (May): 39–51. https://doi.org/10.1016/j.agwat.2011.08.022.
Pinnamaneni, S. R., S. S. Anapalli, K. N. Reddy, D. K. Fisher, and N. E. Quintana-Ashwell. 2020. “Assessing irrigation water use efficiency and economy of twin-row soybean in the Mississippi Delta.” Agron. J. 112 (5): 4219–4231. https://doi.org/10.1002/agj2.20321.
Ramteke, R., D. Singh, and P. Murlidharan. 2012. “Selecting soybean (Glycine max) genotypes for insertion height of the lowest pod, the useful trait for combine harvester.” Ind. J. Agric. Sci. 82 (6): 511–515. https://doi.org/10.56093/ijas.v82i6.18890.
Rostami Ajirloo, A. A., and E. Amiri. 2022. “Effects of nano-potassium fertilizer on yield and water use efficiency of soybean under water deficit conditions (Case Study: Moghan Plain, Iran).” Commun. Soil Sci. Plant Anal. 53 (12): 1542–1551. https://doi.org/10.1080/00103624.2022.2060247.
Sandhu, R., and S. Irmak. 2022. “Effects of subsurface drip-irrigated soybean seeding rates on grain yield, evapotranspiration, and water productivity under limited and full irrigation and rainfed conditions.” Agric. Water. Manage. 267 (Jun): 107614. https://doi.org/10.1016/j.agwat.2022.107614.
Scott, H. D., J. A. Ferguson, and L. S. Wood. 1987. “Water use, yield, and dry matter accumulation by determinate soybean grown in a humid region.” Agron. J. 79 (5): 870–875. https://doi.org/10.2134/agronj1987.00021962007900050023x.
Sincik, M., B. N. Candogan, C. Demirtas, H. Büyükcangaz, S. Yazgan, and A. T. Göksoy. 2008. “Deficit irrigation of soybean [Glycine max (L) Merr.] in a sub-humid climate.” J. Agron. Crop. Scı. 194 (Jan): 200–205. https://doi.org/10.1111/j.1439-037X.2008.00307.x.
Singh, G. 2010. The soybean: Botany, production and uses. Edited by G. Singh. Oxford, UK: Centre for Agriculture and Bioscience International.
Sionit, N., and P. J. Kramer. 1977. “Effect of water stress during different stages of soybeans growth.” Agron. J. 69 (2): 274–278. https://doi.org/10.2134/agronj1977.00021962006900020018x.
Souza, G. M., T. A. Catuchi, S. C. Bertolli, and R. Soratto. 2013. “Soybean under water deficit: Physiological and yield responses.” In A comprehensive survey of international soybean research-Genetics, physiology, agronomy and nitrogen relationships, 273–298. New Delhi, India: CBS Publishers. https://doi.org/10.5772/54269.
Subramanian, S., and D. L. Smith. 2013. “A proteomics approach to study Soybean and its symbiont Bradyrhizobium japonicum—A review.” In Agricultural and biological sciences, A comprehensive survey of international soybean research-genetics, physiology, agronomy and nitrogen relationships, 3–30. Montreal: McGill Univ. https://doi.org/10.5772/53728.
Taylor, H. M., W. K. Mason, A. T. P. Bennie, and H. R. Rouse. 1982. “Response of soybeans to two sow spacing and two soil water levels. I. An analysis of biomas accumulation, canopy development and solar radiation, interception and components of seed yield.” Field Crops Res. 5 (Jun): 1–14. https://doi.org/10.1016/0378-4290(82)90002-8.
Wei, Y., J. Jin, S. Jiang, S. Ning, and L. Liu. 2018. “Quantitative response of soybean development and yield to drought stress during different growth stages in the Huaibei Plain, China.” Agronomy 8 (7): 97. https://doi.org/10.3390/agronomy8070097.
Wijewardana, C., F. A. Alsajri, J. T. Irby, L. J. Krutz, B. Golden, and W. B. Henry. 2019. “Physiological assessment of water deficit in soybean using midday leaf water potential and spectral features.” J. Plant Interact. 14 (1): 533–543. https://doi.org/10.1080/17429145.2019.1662499.
Woods, S. J., and M. L. Swearingen. 1977. “Influence of simulated early lodging upon soybean seed yield and its components.” Agron. J. 69 (2): 239–324. https://doi.org/10.2134/agronj1977.00021962006900020011.

Information & Authors

Information

Published In

Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 150Issue 5October 2024

History

Received: Sep 28, 2023
Accepted: Mar 15, 2024
Published online: Jul 2, 2024
Published in print: Oct 1, 2024
Discussion open until: Dec 2, 2024

Permissions

Request permissions for this article.

Authors

Affiliations

Researcher, Dept. of Agricultural Irrigation and Land Reclamation, International Agricultural Research and Training Center, Menemen, Izmir 35660, Turkey (corresponding author). ORCID: https://orcid.org/0000-0002-3706-4740. Email: [email protected]
Vural Karagül [email protected]
Researcher, Dept. of Plant Nutrition and Soil, International Agricultural Research and Training Center, Menemen, Izmir 35660, Turkey. Email: [email protected]
Researcher, Dept. of Agricultural Irrigation and Land Reclamation, International Agricultural Research and Training Center, Menemen, Izmir 35660, Turkey. Email: [email protected]
Professor, Dept. of Agricultural Structures and Irrigation, Ege Univ., Bornova, Izmir 35030, Turkey. ORCID: https://orcid.org/0000-0002-9069-2922. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share