IDEAS home Printed from https://ideas.repec.org/a/eee/agiwat/v148y2015icp72-83.html
   My bibliography  Save this article

Simulation of salt dynamics in the root zone and yield of wheat crop under irrigated saline regimes using SWAP model

Author

Listed:
  • Kumar, P.
  • Sarangi, A.
  • Singh, D.K.
  • Parihar, S.S.
  • Sahoo, R.N.

Abstract

Crop modelling has played an important role in formulating agricultural policies and measures to reduce yield losses. In this study, an effort was made to evaluate the SWAP (Soil Water Atmosphere Plant) model to assess its capability to simulate the salt dynamics and yield of three salt tolerant and one salt non-tolerant wheat varieties under varying saline water irrigation regimes. The experiment was conducted at the research farm of Water Technology Centre, Indian Agricultural Research Institute, New Delhi, India located in a semiarid monsoon climatic region. Four irrigation treatments viz. ground water (S1) salinity varying from 1.45 to 1.7dSm−1, and saline water levels of 4dSm−1 (S2), 8dSm−1 (S3), 12dSm−1 (S4) were used for irrigating the crop. The model was calibrated and validated using the experiment generated data of rabi 2009–2010 and 2010–2011 cropping seasons, respectively. The model performance indicators i.e. model efficiency (ME) and degree of agreement (d) was 0.76 and 0.93 for root zone soil salinity and 0.96 and 0.99 for relative wheat yield of calibrated model, respectively. Furthermore, root mean square error (RMSE) and mean absolute error (MAE) for prediction of relative yield during calibration was 4% and 3% and during validation was 9.6% and 8.3%, respectively. The validated model performed well for salt dynamics in root zone and relative yields that were corroborated by prediction error statistics R2 of 0.96 and 0.95, ME of 0.95 and 0.75 besides degree of agreement (d) of 0.98 and 0.93, respectively. It was observed that the model performed better for prediction of relative yield of salt tolerant varieties as compared to the salt non tolerant variety under different saline irrigation water regimes. Overall, the SWAP model could be used to simulate the salt dynamics in the crop root zone and yield of wheat with acceptable accuracy under irrigated saline environment.

Suggested Citation

  • Kumar, P. & Sarangi, A. & Singh, D.K. & Parihar, S.S. & Sahoo, R.N., 2015. "Simulation of salt dynamics in the root zone and yield of wheat crop under irrigated saline regimes using SWAP model," Agricultural Water Management, Elsevier, vol. 148(C), pages 72-83.
  • Handle: RePEc:eee:agiwat:v:148:y:2015:i:c:p:72-83
    DOI: 10.1016/j.agwat.2014.09.014
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378377414002856
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.agwat.2014.09.014?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. Hirekhan, Meenakshi & Gupta, S.K. & Mishra, K.L., 2007. "Application of WaSim to assess performance of a subsurface drainage system under semi-arid monsoon climate," Agricultural Water Management, Elsevier, vol. 88(1-3), pages 224-234, March.
    2. Sarwar, Asad & Bastiaanssen, W. G. M. & Feddes, R. A., 2001. "Irrigation water distribution and long-term effects on crop and environment," Agricultural Water Management, Elsevier, vol. 50(2), pages 125-140, September.
    3. Kaledhonkar, M.J. & Sharma, D.R. & Tyagi, N.K. & Kumar, Ashwani & Van Der Zee, S.E.A.T.M., 2012. "Modeling for conjunctive use irrigation planning in sodic groundwater areas," Agricultural Water Management, Elsevier, vol. 107(C), pages 14-22.
    4. Datta, K. K. & Sharma, V. P. & Sharma, D. P., 1998. "Estimation of a production function for wheat under saline conditions," Agricultural Water Management, Elsevier, vol. 36(1), pages 85-94, February.
    5. Chauhan, C.P.S. & Singh, R.B. & Gupta, S.K., 2008. "Supplemental irrigation of wheat with saline water," Agricultural Water Management, Elsevier, vol. 95(3), pages 253-258, March.
    6. Murtaza, G. & Ghafoor, A. & Qadir, M., 2006. "Irrigation and soil management strategies for using saline-sodic water in a cotton-wheat rotation," Agricultural Water Management, Elsevier, vol. 81(1-2), pages 98-114, March.
    7. Kang, Yaohu & Chen, Ming & Wan, Shuqin, 2010. "Effects of drip irrigation with saline water on waxy maize (Zea mays L. var. ceratina Kulesh) in North China Plain," Agricultural Water Management, Elsevier, vol. 97(9), pages 1303-1309, September.
    8. Singh, Rajinder, 2004. "Simulations on direct and cyclic use of saline waters for sustaining cotton-wheat in a semi-arid area of north-west India," Agricultural Water Management, Elsevier, vol. 66(2), pages 153-162, April.
    9. Xu, Xu & Huang, Guanhua & Sun, Chen & Pereira, Luis S. & Ramos, Tiago B. & Huang, Quanzhong & Hao, Yuanyuan, 2013. "Assessing the effects of water table depth on water use, soil salinity and wheat yield: Searching for a target depth for irrigated areas in the upper Yellow River basin," Agricultural Water Management, Elsevier, vol. 125(C), pages 46-60.
    10. Khosla, B. K. & Gupta, R. K., 1997. "Response of wheat to saline irrigation and drainage," Agricultural Water Management, Elsevier, vol. 32(3), pages 285-291, March.
    11. Minhas, P. S. & Gupta, R. K., 1993. "Conjunctive use of saline and non-saline waters. I. Response of wheat to initial salinity profiles and salinisation patterns," Agricultural Water Management, Elsevier, vol. 23(2), pages 125-137, April.
    12. Anuraga, T.S. & Ruiz, L. & Kumar, M.S. Mohan & Sekhar, M. & Leijnse, A., 2006. "Estimating groundwater recharge using land use and soil data: A case study in South India," Agricultural Water Management, Elsevier, vol. 84(1-2), pages 65-76, July.
    13. Naresh, R. K. & Minhas, P. S. & Goyal, A. K. & Chauhan, C. P. S. & Gupta, R. K., 1993. "Conjunctive use of saline and non-saline waters. II. Field comparisions of cyclic uses and mixing for wheat," Agricultural Water Management, Elsevier, vol. 23(2), pages 139-148, April.
    14. Droogers, P. & Bastiaanssen, W. G. M. & Beyazgul, M. & Kayam, Y. & Kite, G. W. & Murray-Rust, H., 2000. "Distributed agro-hydrological modeling of an irrigation system in western Turkey," Agricultural Water Management, Elsevier, vol. 43(2), pages 183-202, March.
    15. Noory, H. & van der Zee, S.E.A.T.M. & Liaghat, A.-M. & Parsinejad, M. & van Dam, J.C., 2011. "Distributed agro-hydrological modeling with SWAP to improve water and salt management of the Voshmgir Irrigation and Drainage Network in Northern Iran," Agricultural Water Management, Elsevier, vol. 98(6), pages 1062-1070, April.
    16. Kahlown, Muhammad Akram & Azam, Muhammad, 2003. "Effect of saline drainage effluent on soil health and crop yield," Agricultural Water Management, Elsevier, vol. 62(2), pages 127-138, September.
    17. Singh, R. B. & Minhas, P. S. & Chauhan, C. P. S. & Gupta, R. K., 1992. "Effect of high salinity and SAR waters on salinization, sodication and yields of pearl-millet and wheat," Agricultural Water Management, Elsevier, vol. 21(1-2), pages 93-105, June.
    18. Verma, A.K. & Gupta, S.K. & Isaac, R.K., 2012. "Use of saline water for irrigation in monsoon climate and deep water table regions: Simulation modeling with SWAP," Agricultural Water Management, Elsevier, vol. 115(C), pages 186-193.
    19. Majeed, Abdul & Stockle, Claudio O. & King, Larry G., 1994. "Computer model for managing saline water for irrigation and crop growth: preliminary testing with lysimeter data," Agricultural Water Management, Elsevier, vol. 26(4), pages 239-251, December.
    20. Hoffman, G. J. & Rawlins, S. L. & Oster, J. D. & Jobes, J. A. & Merrill, S. D., 1979. "Leaching requirement for salinity control I. Wheat, sorghum, and lettuce," Agricultural Water Management, Elsevier, vol. 2(3), pages 177-192, November.
    21. Tedeschi, A. & Menenti, M., 2002. "Simulation studies of long-term saline water use: model validation and evaluation of schedules," Agricultural Water Management, Elsevier, vol. 54(2), pages 123-157, March.
    22. Mandare, A.B. & Ambast, S.K. & Tyagi, N.K. & Singh, J., 2008. "On-farm water management in saline groundwater area under scarce canal water supply condition in the Northwest India," Agricultural Water Management, Elsevier, vol. 95(5), pages 516-526, May.
    23. Lamsal, K. & Paudyal, Guna N. & Saeed, M., 1999. "Model for assessing impact of salinity on soil water availability and crop yield," Agricultural Water Management, Elsevier, vol. 41(1), pages 57-70, June.
    24. Vazifedoust, M. & van Dam, J.C. & Feddes, R.A. & Feizi, M., 2008. "Increasing water productivity of irrigated crops under limited water supply at field scale," Agricultural Water Management, Elsevier, vol. 95(2), pages 89-102, February.
    25. Singh, R. & van Dam, J.C. & Feddes, R.A., 2006. "Water productivity analysis of irrigated crops in Sirsa district, India," Agricultural Water Management, Elsevier, vol. 82(3), pages 253-278, April.
    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. Lei, Guoqing & Zeng, Wenzhi & Yu, Jin & Huang, Jiesheng, 2023. "A comparison of physical-based and machine learning modeling for soil salt dynamics in crop fields," Agricultural Water Management, Elsevier, vol. 277(C).
    2. Wang, Xiangping & Liu, Guangming & Yang, Jingsong & Huang, Guanhua & Yao, Rongjiang, 2017. "Evaluating the effects of irrigation water salinity on water movement, crop yield and water use efficiency by means of a coupled hydrologic/crop growth model," Agricultural Water Management, Elsevier, vol. 185(C), pages 13-26.
    3. Hassanli, Mohammad & Ebrahimian, Hamed & Mohammadi, Ehsan & Rahimi, Amirreza & Shokouhi, Amirhossein, 2016. "Simulating maize yields when irrigating with saline water, using the AquaCrop, SALTMED, and SWAP models," Agricultural Water Management, Elsevier, vol. 176(C), pages 91-99.
    4. Cheng, Minghui & Wang, Haidong & Fan, Junliang & Wang, Xiukang & Sun, Xin & Yang, Ling & Zhang, Shaohui & Xiang, Youzhen & Zhang, Fucang, 2021. "Crop yield and water productivity under salty water irrigation: A global meta-analysis," Agricultural Water Management, Elsevier, vol. 256(C).
    5. Liu, Bingxia & Wang, Shiqin & Kong, Xiaole & Liu, Xiaojing & Sun, Hongyong, 2019. "Modeling and assessing feasibility of long-term brackish water irrigation in vertically homogeneous and heterogeneous cultivated lowland in the North China Plain," Agricultural Water Management, Elsevier, vol. 211(C), pages 98-110.
    6. Chengfu Yuan & Shaoyuan Feng & Zailin Huo & Quanyi Ji, 2019. "Simulation of Saline Water Irrigation for Seed Maize in Arid Northwest China Based on SWAP Model," Sustainability, MDPI, vol. 11(16), pages 1-14, August.
    7. Yu, Qihua & Kang, Shaozhong & Hu, Shunjun & Zhang, Lu & Zhang, Xiaotao, 2021. "Modeling soil water-salt dynamics and crop response under severely saline condition using WAVES: Searching for a target irrigation volume for saline water irrigation," Agricultural Water Management, Elsevier, vol. 256(C).
    8. Chen, Shuai & Mao, Xiaomin & Barry, David Andrew & Yang, Jian, 2019. "Model of crop growth, water flow, and solute transport in layered soil," Agricultural Water Management, Elsevier, vol. 221(C), pages 160-174.
    9. Xu, Xu & Sun, Chen & Neng, Fengtian & Fu, Jing & Huang, Guanhua, 2018. "AHC: An integrated numerical model for simulating agroecosystem processes—Model description and application," Ecological Modelling, Elsevier, vol. 390(C), pages 23-39.
    10. Genxiang Feng & Zhanyu Zhang & Zemin Zhang, 2019. "Evaluating the Sustainable Use of Saline Water Irrigation on Soil Water-Salt Content and Grain Yield under Subsurface Drainage Condition," Sustainability, MDPI, vol. 11(22), pages 1-18, November.

    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. Wang, Qingming & Huo, Zailin & Zhang, Liudong & Wang, Jianhua & Zhao, Yong, 2016. "Impact of saline water irrigation on water use efficiency and soil salt accumulation for spring maize in arid regions of China," Agricultural Water Management, Elsevier, vol. 163(C), pages 125-138.
    2. Verma, A.K. & Gupta, S.K. & Isaac, R.K., 2012. "Use of saline water for irrigation in monsoon climate and deep water table regions: Simulation modeling with SWAP," Agricultural Water Management, Elsevier, vol. 115(C), pages 186-193.
    3. Singh, Rajinder, 2004. "Simulations on direct and cyclic use of saline waters for sustaining cotton-wheat in a semi-arid area of north-west India," Agricultural Water Management, Elsevier, vol. 66(2), pages 153-162, April.
    4. Su, Han & Sun, Hongyong & Dong, Xinliang & Chen, Pei & Zhang, Xuejia & Tian, Liu & Liu, Xiaojing & Wang, Jintao, 2021. "Did manure improve saline water irrigation threshold of winter wheat? A 3-year field investigation," Agricultural Water Management, Elsevier, vol. 258(C).
    5. Minhas, P.S. & Ramos, Tiago B. & Ben-Gal, Alon & Pereira, Luis S., 2020. "Coping with salinity in irrigated agriculture: Crop evapotranspiration and water management issues," Agricultural Water Management, Elsevier, vol. 227(C).
    6. Shafiei, Mojtaba & Ghahraman, Bijan & Saghafian, Bahram & Davary, Kamran & Pande, Saket & Vazifedoust, Majid, 2014. "Uncertainty assessment of the agro-hydrological SWAP model application at field scale: A case study in a dry region," Agricultural Water Management, Elsevier, vol. 146(C), pages 324-334.
    7. Genxiang Feng & Zhanyu Zhang & Zemin Zhang, 2019. "Evaluating the Sustainable Use of Saline Water Irrigation on Soil Water-Salt Content and Grain Yield under Subsurface Drainage Condition," Sustainability, MDPI, vol. 11(22), pages 1-18, November.
    8. Liu, Yi & Zeng, Wenzhi & Ao, Chang & Lei, Guoqing & Wu, Jingwei & Huang, Jiesheng & Gaiser, Thomas & Srivastava, Amit Kumar, 2022. "Optimization of winter irrigation management for salinized farmland using a coupled model of soil water flow and crop growth," Agricultural Water Management, Elsevier, vol. 270(C).
    9. Liu, Bingxia & Wang, Shiqin & Kong, Xiaole & Liu, Xiaojing & Sun, Hongyong, 2019. "Modeling and assessing feasibility of long-term brackish water irrigation in vertically homogeneous and heterogeneous cultivated lowland in the North China Plain," Agricultural Water Management, Elsevier, vol. 211(C), pages 98-110.
    10. Chengfu Yuan & Shaoyuan Feng & Zailin Huo & Quanyi Ji, 2019. "Simulation of Saline Water Irrigation for Seed Maize in Arid Northwest China Based on SWAP Model," Sustainability, MDPI, vol. 11(16), pages 1-14, August.
    11. Minhas, P.S. & Qadir, Manzoor & Yadav, R.K., 2019. "Groundwater irrigation induced soil sodification and response options," Agricultural Water Management, Elsevier, vol. 215(C), pages 74-85.
    12. Mandare, A.B. & Ambast, S.K. & Tyagi, N.K. & Singh, J., 2008. "On-farm water management in saline groundwater area under scarce canal water supply condition in the Northwest India," Agricultural Water Management, Elsevier, vol. 95(5), pages 516-526, May.
    13. Dokoohaki, Hamze & Gheysari, Mahdi & Mousavi, Sayed-Farhad & Zand-Parsa, Shahrokh & Miguez, Fernando E. & Archontoulis, Sotirios V. & Hoogenboom, Gerrit, 2016. "Coupling and testing a new soil water module in DSSAT CERES-Maize model for maize production under semi-arid condition," Agricultural Water Management, Elsevier, vol. 163(C), pages 90-99.
    14. Wang, He & Zheng, Chunlian & Ning, Songrui & Cao, Caiyun & Li, Kejiang & Dang, Hongkai & Wu, Yuqing & Zhang, Junpeng, 2023. "Impacts of long-term saline water irrigation on soil properties and crop yields under maize-wheat crop rotation," Agricultural Water Management, Elsevier, vol. 286(C).
    15. Xu, Xu & Huang, Guanhua & Sun, Chen & Pereira, Luis S. & Ramos, Tiago B. & Huang, Quanzhong & Hao, Yuanyuan, 2013. "Assessing the effects of water table depth on water use, soil salinity and wheat yield: Searching for a target depth for irrigated areas in the upper Yellow River basin," Agricultural Water Management, Elsevier, vol. 125(C), pages 46-60.
    16. Wang, Xiangping & Yang, Jingsong & Liu, Guangming & Yao, Rongjiang & Yu, Shipeng, 2015. "Impact of irrigation volume and water salinity on winter wheat productivity and soil salinity distribution," Agricultural Water Management, Elsevier, vol. 149(C), pages 44-54.
    17. Chauhan, C.P.S. & Singh, R.B. & Gupta, S.K., 2008. "Supplemental irrigation of wheat with saline water," Agricultural Water Management, Elsevier, vol. 95(3), pages 253-258, March.
    18. Jiang, Yao & Xu, Xu & Huang, Quanzhong & Huo, Zailin & Huang, Guanhua, 2015. "Assessment of irrigation performance and water productivity in irrigated areas of the middle Heihe River basin using a distributed agro-hydrological model," Agricultural Water Management, Elsevier, vol. 147(C), pages 67-81.
    19. Ren, Dongyang & Xu, Xu & Engel, Bernard & Huang, Quanzhong & Xiong, Yunwu & Huo, Zailin & Huang, Guanhua, 2019. "Hydrological complexities in irrigated agro-ecosystems with fragmented land cover types and shallow groundwater: Insights from a distributed hydrological modeling method," Agricultural Water Management, Elsevier, vol. 213(C), pages 868-881.
    20. Maryam Soltani & Reza Kerachian & Mohammad Reza Nikoo & Hamideh Noory, 2016. "A Conditional Value at Risk-Based Model for Planning Agricultural Water and Return Flow Allocation in River Systems," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(1), pages 427-443, January.

    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:148:y:2015:i:c:p:72-83. 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.