IDEAS home Printed from https://ideas.repec.org/a/eee/agiwat/v307y2025ics0378377424005584.html
   My bibliography  Save this article

Model-assisted analysis on the response of tomato fruit growth to source-sink ratio regulated by water and nitrogen

Author

Listed:
  • Zhou, Huiping
  • Chen, Jinliang
  • Kang, Shaozhong

Abstract

Water and nitrogen (N) are essential factors affecting the tomato plant-fruit system. However, little is known about to what extent water and N could regulate the water and carbon fluxes between the source-sink system, thus influencing fruit growth. In this study, the source-sink ratio (Rss) was proposed and then related to water and N supply by a WN-Jensen function, according to the experimental observations from tomatoes grown under various water and N conditions. A process-based model was applied to investigate the effects of water and N supply on fruit growth through modifying one of the major model inputs, the sucrose concentration in phloem solution (Cp), which was assumed to be proportional to Rss. The model was then assessed with the data sets from tomatoes grown under different water and N conditions. The results showed that, N deficit and water stress at fruit early /whole growth stage had significant limitation on plant and fruit growth, together with low stem water potential and water consumption. The dynamics of fruit growth were better simulated by the model when the effects of water and N on source-sink regulation were taken into consideration through modifying Cp. Compared to the original model simulation, MAE and RRMSE of fruit growth prediction decreased by up to 82.0 % and 79.9 %. The simulation efficiency of fruit fresh and dry weights was in the range of 77.4 %-96.4 % and 72.9 %-92.9 % by the modified model, respectively. Model-assisted analysis showed that water supply could be reduced by 11.9 %, 27.0 % and 41.1 % at fruit early, middle and late stage together with a reduction of 27.5 % N application (saving investment of 131 $/ha), while ensuring the same fruit growth by considering water and nitrogen regulation on source-sink relation.

Suggested Citation

  • Zhou, Huiping & Chen, Jinliang & Kang, Shaozhong, 2025. "Model-assisted analysis on the response of tomato fruit growth to source-sink ratio regulated by water and nitrogen," Agricultural Water Management, Elsevier, vol. 307(C).
  • Handle: RePEc:eee:agiwat:v:307:y:2025:i:c:s0378377424005584
    DOI: 10.1016/j.agwat.2024.109222
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378377424005584
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.agwat.2024.109222?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. Chen, Jinliang & Kang, Shaozhong & Du, Taisheng & Qiu, Rangjian & Guo, Ping & Chen, Renqiang, 2013. "Quantitative response of greenhouse tomato yield and quality to water deficit at different growth stages," Agricultural Water Management, Elsevier, vol. 129(C), pages 152-162.
    2. Scrucca, Luca, 2013. "GA: A Package for Genetic Algorithms in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 53(i04).
    3. Patanè, C. & Cosentino, S.L., 2010. "Effects of soil water deficit on yield and quality of processing tomato under a Mediterranean climate," Agricultural Water Management, Elsevier, vol. 97(1), pages 131-138, January.
    Full references (including those not matched with items on IDEAS)

    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. Baoying Shan & Ping Guo & Shanshan Guo & Zhong Li, 2019. "A Price-Forecast-Based Irrigation Scheduling Optimization Model under the Response of Fruit Quality and Price to Water," Sustainability, MDPI, vol. 11(7), pages 1-21, April.
    2. Li, Hao & Hou, Xuemin & Bertin, Nadia & Ding, Risheng & Du, Taisheng, 2023. "Quantitative responses of tomato yield, fruit quality and water use efficiency to soil salinity under different water regimes in Northwest China," Agricultural Water Management, Elsevier, vol. 277(C).
    3. Zhang, Huimeng & Xiong, Yunwu & Huang, Guanhua & Xu, Xu & Huang, Quanzhong, 2017. "Effects of water stress on processing tomatoes yield, quality and water use efficiency with plastic mulched drip irrigation in sandy soil of the Hetao Irrigation District," Agricultural Water Management, Elsevier, vol. 179(C), pages 205-214.
    4. Li, Huanhuan & Liu, Hao & Gong, Xuewen & Li, Shuang & Pang, Jie & Chen, Zhifang & Sun, Jingsheng, 2021. "Optimizing irrigation and nitrogen management strategy to trade off yield, crop water productivity, nitrogen use efficiency and fruit quality of greenhouse grown tomato," Agricultural Water Management, Elsevier, vol. 245(C).
    5. Rasool, Ghulam & Guo, Xiangping & Wang, Zhenchang & Ali, Muhammad Usman & Chen, Sheng & Zhang, Shuxuan & Wu, Qijin & Ullah, Muhammad Saif, 2020. "Coupling fertigation and buried straw layer improves fertilizer use efficiency, fruit yield, and quality of greenhouse tomato," Agricultural Water Management, Elsevier, vol. 239(C).
    6. Chen, Jinliang & Kang, Shaozhong & Du, Taisheng & Guo, Ping & Qiu, Rangjian & Chen, Renqiang & Gu, Feng, 2014. "Modeling relations of tomato yield and fruit quality with water deficit at different growth stages under greenhouse condition," Agricultural Water Management, Elsevier, vol. 146(C), pages 131-148.
    7. Liu, Jie & Hu, Tiantian & Feng, Puyu & Yao, Delong & Gao, Fan & Hong, Xia, 2021. "Effect of potassium fertilization during fruit development on tomato quality, potassium uptake, water and potassium use efficiency under deficit irrigation regime," Agricultural Water Management, Elsevier, vol. 250(C).
    8. Wang, Chenxia & Gu, Feng & Chen, Jinliang & Yang, Hui & Jiang, Jingjing & Du, Taisheng & Zhang, Jianhua, 2015. "Assessing the response of yield and comprehensive fruit quality of tomato grown in greenhouse to deficit irrigation and nitrogen application strategies," Agricultural Water Management, Elsevier, vol. 161(C), pages 9-19.
    9. Lu, Jia & Shao, Guangcheng & Cui, Jintao & Wang, Xiaojun & Keabetswe, Larona, 2019. "Yield, fruit quality and water use efficiency of tomato for processing under regulated deficit irrigation: A meta-analysis," Agricultural Water Management, Elsevier, vol. 222(C), pages 301-312.
    10. Yang, Hui & Du, Taisheng & Qiu, Rangjian & Chen, Jinliang & Wang, Feng & Li, Yang & Wang, Chenxia & Gao, Lihong & Kang, Shaozhong, 2017. "Improved water use efficiency and fruit quality of greenhouse crops under regulated deficit irrigation in northwest China," Agricultural Water Management, Elsevier, vol. 179(C), pages 193-204.
    11. Cantore, V. & Lechkar, O. & Karabulut, E. & Sellami, M.H. & Albrizio, R. & Boari, F. & Stellacci, A.M. & Todorovic, M., 2016. "Combined effect of deficit irrigation and strobilurin application on yield, fruit quality and water use efficiency of “cherry” tomato (Solanum lycopersicum L.)," Agricultural Water Management, Elsevier, vol. 167(C), pages 53-61.
    12. Kang, Jian & Hao, Xinmei & Zhou, Huiping & Ding, Risheng, 2021. "An integrated strategy for improving water use efficiency by understanding physiological mechanisms of crops responding to water deficit: Present and prospect," Agricultural Water Management, Elsevier, vol. 255(C).
    13. Cui, Yi & Jiang, Shangming & Jin, Juliang & Ning, Shaowei & Feng, Ping, 2019. "Quantitative assessment of soybean drought loss sensitivity at different growth stages based on S-shaped damage curve," Agricultural Water Management, Elsevier, vol. 213(C), pages 821-832.
    14. Guo, Lijie & Cao, Hongxia & Helgason, Warren D. & Yang, Hui & Wu, Xuanyi & Li, Hongzheng, 2022. "Effect of drip-line layout and irrigation amount on yield, irrigation water use efficiency, and quality of short-season tomato in Northwest China," Agricultural Water Management, Elsevier, vol. 270(C).
    15. Zhou, Huiping & Chen, Jinliang & Wang, Feng & Li, Xiaojuan & Génard, Michel & Kang, Shaozhong, 2020. "An integrated irrigation strategy for water-saving and quality-improving of cash crops: Theory and practice in China," Agricultural Water Management, Elsevier, vol. 241(C).
    16. Jeet Chand & Guna Hewa & Ali Hassanli & Baden Myers, 2020. "Evaluation of Deficit Irrigation and Water Quality on Production and Water Productivity of Tomato in Greenhouse," Agriculture, MDPI, vol. 10(7), pages 1-18, July.
    17. Yang, Xin & Zhang, Peng & Wei, Zhenhua & Liu, Jie & Hu, Xiaotao & Liu, Fulai, 2020. "Effects of CO2 fertilization on tomato fruit quality under reduced irrigation," Agricultural Water Management, Elsevier, vol. 230(C).
    18. Gong, Xuewen & Qiu, Rangjian & Sun, Jingsheng & Ge, Jiankun & Li, Yanbin & Wang, Shunsheng, 2020. "Evapotranspiration and crop coefficient of tomato grown in a solar greenhouse under full and deficit irrigation," Agricultural Water Management, Elsevier, vol. 235(C).
    19. Bergeaud, Antonin & Raimbault, Juste, 2020. "An empirical analysis of the spatial variability of fuel prices in the United States," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 131-143.
    20. Lazzari, Florencia & Mor, Gerard & Cipriano, Jordi & Solsona, Francesc & Chemisana, Daniel & Guericke, Daniela, 2023. "Optimizing planning and operation of renewable energy communities with genetic algorithms," Applied Energy, Elsevier, vol. 338(C).

    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:307:y:2025:i:c:s0378377424005584. 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.