IDEAS home Printed from https://ideas.repec.org/a/eee/agiwat/v193y2017icp174-190.html
   My bibliography  Save this article

Two-dimensional modeling of nitrogen and water dynamics for various N-managed water-saving irrigation strategies using HYDRUS

Author

Listed:
  • Karandish, Fatemeh
  • Šimůnek, Jiří

Abstract

Nitrate losses are the dominant cause of the non-point source pollution under agricultural fields. In this study, the HYDRUS-2D model was first calibrated and validated using data collected during a two-year field investigation in a drip-irrigated maize field and then applied to evaluate the influence of 176 different N-managed water-saving irrigation scenarios on water and N dynamics and maize grain yield. Various scenarios were defined by combining 11 irrigation levels (IL=0–100% with a 10% interval), 8N fertilization rates (NR=0–400kgha−1 with a 50kgha−1 interval) and two water-saving irrigation strategies: deficit irrigation (DI) and partial root-zone drying (PRD). Reliable estimates of soil NO3−-N concentrations (RMSE=0.39–10.9mgl−1 and MBE=−8.9–8.4mgl−1), crop N uptake (RMSE=3.9–8.9kgha−1 and MBE=−5.3–6.25kgha−1), and soil water contents (RMSE=2.3–5.11mm and MBE=1.63–4.93mm) were provided by HYDRUS-2D. Based on the simulated results, the fertigation strategy with NR=200kgha−1 is an optimum strategy. For the higher fertigation rates (NR≥250kgha−1), the NO3−-N leaching out of the surface layers (0–20cm) increased by 0.1–183% while N uptake was enhanced by only 0.3–15%. On the other hand, reducing NR below this level would have resulted in severe economic losses. A 30% reduction in IL at NR=200kgha−1 shows an enormous potential in lowering N leaching below different soil layers (12–99%) while reducing crop N uptake by only 5.4%. In addition, higher crop yield by 0.2–20.2% can be expected under PRD since crop N uptake is enhanced by more water available in the surface layers. While on the one hand, PRD ensures environmentally safer fertilizer applications, on the other hand, the economic objectives are met more easily under PRD than under DI. Additionally, it could be concluded that the HYDRUS-2D model, instead of labor- and time-consuming and expensive field investigations, could be reliably used for determining the optimal scenarios under both the DI and PRD strategies.

Suggested Citation

  • Karandish, Fatemeh & Šimůnek, Jiří, 2017. "Two-dimensional modeling of nitrogen and water dynamics for various N-managed water-saving irrigation strategies using HYDRUS," Agricultural Water Management, Elsevier, vol. 193(C), pages 174-190.
    • Handle: RePEc:eee:agiwat:v:193:y:2017:i:c:p:174-190
    DOI: 10.1016/j.agwat.2017.07.023
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378377417302433
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.agwat.2017.07.023?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Li, Yong & Šimůnek, Jirka & Zhang, Zhentin & Jing, Longfei & Ni, Lixiao, 2015. "Evaluation of nitrogen balance in a direct-seeded-rice field experiment using Hydrus-1D," Agricultural Water Management, Elsevier, vol. 148(C), pages 213-222.
    2. Geng Li & Benjamin J. Keys & Song Han, 2010. "Credit Supply to Bankrupt Households," 2010 Meeting Papers 1292, Society for Economic Dynamics.
    3. Paredes, P. & Rodrigues, G.C. & Alves, I. & Pereira, L.S., 2014. "Partitioning evapotranspiration, yield prediction and economic returns of maize under various irrigation management strategies," Agricultural Water Management, Elsevier, vol. 135(C), pages 27-39.
    4. Wang, Jianli & Li, Jingyuan, 2010. "Multiplicative risk apportionment," Mathematical Social Sciences, Elsevier, vol. 60(1), pages 79-81, July.
    5. Phogat, V. & Skewes, M.A. & Cox, J.W. & Alam, J. & Grigson, G. & Šimůnek, J., 2013. "Evaluation of water movement and nitrate dynamics in a lysimeter planted with an orange tree," Agricultural Water Management, Elsevier, vol. 127(C), pages 74-84.
    6. Kirda, C. & Cetin, M. & Dasgan, Y. & Topcu, S. & Kaman, H. & Ekici, B. & Derici, M. R. & Ozguven, A. I., 2004. "Yield response of greenhouse grown tomato to partial root drying and conventional deficit irrigation," Agricultural Water Management, Elsevier, vol. 69(3), pages 191-201, October.
    7. Hanson, Blaine R. & Simunek, Jirka & Hopmans, Jan W., 2006. "Evaluation of urea-ammonium-nitrate fertigation with drip irrigation using numerical modeling," Agricultural Water Management, Elsevier, vol. 86(1-2), pages 102-113, November.
    8. Siyal, A.A. & Skaggs, T.H., 2009. "Measured and simulated soil wetting patterns under porous clay pipe sub-surface irrigation," Agricultural Water Management, Elsevier, vol. 96(6), pages 893-904, June.
    9. Mubarak, Ibrahim & Mailhol, Jean Claude & Angulo-Jaramillo, Rafael & Bouarfa, Sami & Ruelle, Pierre, 2009. "Effect of temporal variability in soil hydraulic properties on simulated water transfer under high-frequency drip irrigation," Agricultural Water Management, Elsevier, vol. 96(11), pages 1547-1559, November.
    10. Gheysari, Mahdi & Mirlatifi, Seyed Majid & Homaee, Mehdi & Asadi, Mohammad Esmaeil & Hoogenboom, Gerrit, 2009. "Nitrate leaching in a silage maize field under different irrigation and nitrogen fertilizer rates," Agricultural Water Management, Elsevier, vol. 96(6), pages 946-954, June.
    11. Hu, Tiantian & Kang, Shaozhong & Li, Fusheng & Zhang, Jianhua, 2009. "Effects of partial root-zone irrigation on the nitrogen absorption and utilization of maize," Agricultural Water Management, Elsevier, vol. 96(2), pages 208-214, February.
    12. Jón R. Blöndal, 2010. "Budgeting in the Philippines," OECD Journal on Budgeting, OECD Publishing, vol. 10(2), pages 1-22.
    13. Karandish, Fatemeh & Šimůnek, Jiří, 2016. "A field-modeling study for assessing temporal variations of soil-water-crop interactions under water-saving irrigation strategies," Agricultural Water Management, Elsevier, vol. 178(C), pages 291-303.
    14. Wei, Yongping & Chen, Deli & Hu, Kelin & Willett, Ian R. & Langford, John, 2009. "Policy incentives for reducing nitrate leaching from intensive agriculture in desert oases of Alxa, Inner Mongolia, China," Agricultural Water Management, Elsevier, vol. 96(7), pages 1114-1119, July.
    15. Crevoisier, D. & Popova, Z. & Mailhol, J.C. & Ruelle, P., 2008. "Assessment and simulation of water and nitrogen transfer under furrow irrigation," Agricultural Water Management, Elsevier, vol. 95(4), pages 354-366, April.
    16. 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.
    17. Tarkalson, D.D. & Payero, J.O. & Ensley, S.M. & Shapiro, C.A., 2006. "Nitrate accumulation and movement under deficit irrigation in soil receiving cattle manure and commercial fertilizer," Agricultural Water Management, Elsevier, vol. 85(1-2), pages 201-210, September.
    18. Ajdary, Khalil & Singh, D.K. & Singh, A.K. & Khanna, Manoj, 2007. "Modelling of nitrogen leaching from experimental onion field under drip fertigation," Agricultural Water Management, Elsevier, vol. 89(1-2), pages 15-28, April.
    19. Jia, Xucun & Shao, Lijie & Liu, Peng & Zhao, Bingqiang & Gu, Limin & Dong, Shuting & Bing, So Hwat & Zhang, Jiwang & Zhao, Bin, 2014. "Effect of different nitrogen and irrigation treatments on yield and nitrate leaching of summer maize (Zea mays L.) under lysimeter conditions," Agricultural Water Management, Elsevier, vol. 137(C), pages 92-103.
    20. M. Hemalatha & V.J. Sivakumar & A.G.V. Narayanan, 2010. "Modelling clearance sales shopping behaviour," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 4(5), pages 451-474.
    21. Sepaskhah, A. R. & Kamgar-Haghighi, A. A., 1997. "Water use and yields of sugarbeet grown under every-other-furrow irrigation with different irrigation intervals," Agricultural Water Management, Elsevier, vol. 34(1), pages 71-79, July.
    22. Li, Hui, 2010. "Downturn LGD: A Spot Recovery Approach," MPRA Paper 20010, University Library of Munich, Germany.
    23. Ouyang, Yanfeng & Li, Xiaopeng, 2010. "The bullwhip effect in supply chain networks," European Journal of Operational Research, Elsevier, vol. 201(3), pages 799-810, March.
    24. Patel, Neelam & Rajput, T.B.S., 2008. "Dynamics and modeling of soil water under subsurface drip irrigated onion," Agricultural Water Management, Elsevier, vol. 95(12), pages 1335-1349, December.
    25. Šimůnek, Jiří & Hopmans, Jan W., 2009. "Modeling compensated root water and nutrient uptake," Ecological Modelling, Elsevier, vol. 220(4), pages 505-521.
    26. Wang, Zhen & Li, Jiusheng & Li, Yanfeng, 2014. "Simulation of nitrate leaching under varying drip system uniformities and precipitation patterns during the growing season of maize in the North China Plain," Agricultural Water Management, Elsevier, vol. 142(C), pages 19-28.
    27. Doltra, J. & Muñoz, P., 2010. "Simulation of nitrogen leaching from a fertigated crop rotation in a Mediterranean climate using the EU-Rotate_N and Hydrus-2D models," Agricultural Water Management, Elsevier, vol. 97(2), pages 277-285, February.
    28. Barton, Louise & Colmer, Timothy D., 2006. "Irrigation and fertiliser strategies for minimising nitrogen leaching from turfgrass," Agricultural Water Management, Elsevier, vol. 80(1-3), pages 160-175, February.
    29. Wang, Huanyuan & Ju, Xiaotang & Wei, Yongping & Li, Baoguo & Zhao, Lulu & Hu, Kelin, 2010. "Simulation of bromide and nitrate leaching under heavy rainfall and high-intensity irrigation rates in North China Plain," Agricultural Water Management, Elsevier, vol. 97(10), pages 1646-1654, October.
    30. Achim I. Czerny & Peter-J. Jost & Benny Mantin, 2010. "Pricing in Overlapping Transport Networks," WHU Working Paper Series - Economics Group 10-05, WHU - Otto Beisheim School of Management.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wang, Dan & Mo, Yan & Li, Guangyong & Wilkerson, Carol Jo & Hoogenboom, Gerrit, 2021. "Improving maize production and decreasing nitrogen residue in soil using mulched drip fertigation," Agricultural Water Management, Elsevier, vol. 251(C).
    2. Khaleghi, Moazam & Hassanpour, Farzad & Karandish, Fatemeh & Shahnazari, Ali, 2020. "Integrating partial root-zone drying and saline water irrigation to sustain sunflower production in freshwater-scarce regions," Agricultural Water Management, Elsevier, vol. 234(C).
    3. Haghnazari, Farzad & Karandish, Fatemeh & Darzi-Naftchali, Abdullah & Šimůnek, Jiří, 2020. "Dynamic assessment of the impacts of global warming on nitrate losses from a subsurface-drained rainfed-canola field," Agricultural Water Management, Elsevier, vol. 242(C).
    4. Karandish, Fatemeh & Šimůnek, Jiří, 2019. "A comparison of the HYDRUS (2D/3D) and SALTMED models to investigate the influence of various water-saving irrigation strategies on the maize water footprint," Agricultural Water Management, Elsevier, vol. 213(C), pages 809-820.
    5. Groenveld, Thomas & Argaman, Amir & Šimůnek, Jiří & Lazarovitch, Naftali, 2021. "Numerical modeling to optimize nitrogen fertigation with consideration of transient drought and nitrogen stress," Agricultural Water Management, Elsevier, vol. 254(C).
    6. Azad, Nasrin & Behmanesh, Javad & Rezaverdinejad, Vahid & Abbasi, Fariborz & Navabian, Maryam, 2018. "Developing an optimization model in drip fertigation management to consider environmental issues and supply plant requirements," Agricultural Water Management, Elsevier, vol. 208(C), pages 344-356.
    7. Javier Martínez-Dalmau & Julio Berbel & Rafaela Ordóñez-Fernández, 2021. "Nitrogen Fertilization. A Review of the Risks Associated with the Inefficiency of Its Use and Policy Responses," Sustainability, MDPI, vol. 13(10), pages 1-15, May.
    8. Karandish, Fatemeh & Šimůnek, Jiří, 2018. "An application of the water footprint assessment to optimize production of crops irrigated with saline water: A scenario assessment with HYDRUS," Agricultural Water Management, Elsevier, vol. 208(C), pages 67-82.
    9. He, Yuelin & Xi, Benye & Li, Guangde & Wang, Ye & Jia, Liming & Zhao, Dehai, 2021. "Influence of drip irrigation, nitrogen fertigation, and precipitation on soil water and nitrogen distribution, tree seasonal growth and nitrogen uptake in young triploid poplar (Populus tomentosa) pla," Agricultural Water Management, Elsevier, vol. 243(C).
    10. Grecco, Katarina L. & Miranda, Jarbas H. de & Silveira, Laís K. & van Genuchten, Martinus Th., 2019. "HYDRUS-2D simulations of water and potassium movement in drip irrigated tropical soil container cultivated with sugarcane," Agricultural Water Management, Elsevier, vol. 221(C), pages 334-347.
    11. Nayebloie, Fatemeh & Kouchakzadeh, Mahdi & Ebrahimi, Kumars & Homaee, Mahdi & Abbasi, Fariborz, 2022. "Improving fertigation efficiency by numerical modelling in a lettuce subsurface drip irrigation farm," Agricultural Water Management, Elsevier, vol. 270(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Karandish, Fatemeh & Šimůnek, Jiří, 2018. "An application of the water footprint assessment to optimize production of crops irrigated with saline water: A scenario assessment with HYDRUS," Agricultural Water Management, Elsevier, vol. 208(C), pages 67-82.
    2. Karandish, Fatemeh & Šimůnek, Jiří, 2016. "A field-modeling study for assessing temporal variations of soil-water-crop interactions under water-saving irrigation strategies," Agricultural Water Management, Elsevier, vol. 178(C), pages 291-303.
    3. Karandish, Fatemeh & Šimůnek, Jiří, 2019. "A comparison of the HYDRUS (2D/3D) and SALTMED models to investigate the influence of various water-saving irrigation strategies on the maize water footprint," Agricultural Water Management, Elsevier, vol. 213(C), pages 809-820.
    4. Azad, Nasrin & Behmanesh, Javad & Rezaverdinejad, Vahid & Abbasi, Fariborz & Navabian, Maryam, 2018. "Developing an optimization model in drip fertigation management to consider environmental issues and supply plant requirements," Agricultural Water Management, Elsevier, vol. 208(C), pages 344-356.
    5. Haghnazari, Farzad & Karandish, Fatemeh & Darzi-Naftchali, Abdullah & Šimůnek, Jiří, 2020. "Dynamic assessment of the impacts of global warming on nitrate losses from a subsurface-drained rainfed-canola field," Agricultural Water Management, Elsevier, vol. 242(C).
    6. Wang, Zhen & Li, Jiusheng & Li, Yanfeng, 2014. "Simulation of nitrate leaching under varying drip system uniformities and precipitation patterns during the growing season of maize in the North China Plain," Agricultural Water Management, Elsevier, vol. 142(C), pages 19-28.
    7. Iqbal, Shahid & Guber, Andrey K. & Khan, Haroon Zaman, 2016. "Estimating nitrogen leaching losses after compost application in furrow irrigated soils of Pakistan using HYDRUS-2D software," Agricultural Water Management, Elsevier, vol. 168(C), pages 85-95.
    8. Phogat, V. & Skewes, M.A. & Cox, J.W. & Alam, J. & Grigson, G. & Šimůnek, J., 2013. "Evaluation of water movement and nitrate dynamics in a lysimeter planted with an orange tree," Agricultural Water Management, Elsevier, vol. 127(C), pages 74-84.
    9. Tan, Xuezhi & Shao, Dongguo & Gu, Wenquan & Liu, Huanhuan, 2015. "Field analysis of water and nitrogen fate in lowland paddy fields under different water managements using HYDRUS-1D," Agricultural Water Management, Elsevier, vol. 150(C), pages 67-80.
    10. Grecco, Katarina L. & Miranda, Jarbas H. de & Silveira, Laís K. & van Genuchten, Martinus Th., 2019. "HYDRUS-2D simulations of water and potassium movement in drip irrigated tropical soil container cultivated with sugarcane," Agricultural Water Management, Elsevier, vol. 221(C), pages 334-347.
    11. Zhang, You-Liang & Feng, Shao-Yuan & Wang, Feng-Xin & Binley, Andrew, 2018. "Simulation of soil water flow and heat transport in drip irrigated potato field with raised beds and full plastic-film mulch in a semiarid area," Agricultural Water Management, Elsevier, vol. 209(C), pages 178-187.
    12. Mubarak, Ibrahim & Mailhol, Jean Claude & Angulo-Jaramillo, Rafael & Bouarfa, Sami & Ruelle, Pierre, 2009. "Effect of temporal variability in soil hydraulic properties on simulated water transfer under high-frequency drip irrigation," Agricultural Water Management, Elsevier, vol. 96(11), pages 1547-1559, November.
    13. Amin, M.G. Mostofa & Šimůnek, Jirka & Lægdsmand, Mette, 2014. "Simulation of the redistribution and fate of contaminants from soil-injected animal slurry," Agricultural Water Management, Elsevier, vol. 131(C), pages 17-29.
    14. Yan, Fulai & Zhang, Fucang & Fan, Xingke & Fan, Junliang & Wang, Ying & Zou, Haiyang & Wang, Haidong & Li, Guodong, 2021. "Determining irrigation amount and fertilization rate to simultaneously optimize grain yield, grain nitrogen accumulation and economic benefit of drip-fertigated spring maize in northwest China," Agricultural Water Management, Elsevier, vol. 243(C).
    15. Ravikumar, V. & Vijayakumar, G. & Simunek, J. & Chellamuthu, S. & Santhi, R. & Appavu, K., 2011. "Evaluation of fertigation scheduling for sugarcane using a vadose zone flow and transport model," Agricultural Water Management, Elsevier, vol. 98(9), pages 1431-1440, July.
    16. Barakat, Mohammad & Cheviron, Bruno & Angulo-Jaramillo, Rafael, 2016. "Influence of the irrigation technique and strategies on the nitrogen cycle and budget: A review," Agricultural Water Management, Elsevier, vol. 178(C), pages 225-238.
    17. Liu, Jing & Bi, Xiaoqing & Ma, Maoting & Jiang, Lihua & Du, Lianfeng & Li, Shunjiang & Sun, Qinping & Zou, Guoyuan & Liu, Hongbin, 2019. "Precipitation and irrigation dominate soil water leaching in cropland in Northern China," Agricultural Water Management, Elsevier, vol. 211(C), pages 165-171.
    18. Jia, Xucun & Shao, Lijie & Liu, Peng & Zhao, Bingqiang & Gu, Limin & Dong, Shuting & Bing, So Hwat & Zhang, Jiwang & Zhao, Bin, 2014. "Effect of different nitrogen and irrigation treatments on yield and nitrate leaching of summer maize (Zea mays L.) under lysimeter conditions," Agricultural Water Management, Elsevier, vol. 137(C), pages 92-103.
    19. Groenveld, Thomas & Argaman, Amir & Šimůnek, Jiří & Lazarovitch, Naftali, 2021. "Numerical modeling to optimize nitrogen fertigation with consideration of transient drought and nitrogen stress," Agricultural Water Management, Elsevier, vol. 254(C).
    20. Wang, Jun & Huang, Guanhua & Zhan, Hongbin & Mohanty, Binayak P. & Zheng, Jianhua & Huang, Quanzhong & Xu, Xu, 2014. "Evaluation of soil water dynamics and crop yield under furrow irrigation with a two-dimensional flow and crop growth coupled model," Agricultural Water Management, Elsevier, vol. 141(C), pages 10-22.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:agiwat:v:193:y:2017:i:c:p:174-190. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agwat .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.