IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v12y2022i3p384-d767405.html
   My bibliography  Save this article

Evaluating the Waterlogging Tolerance of Wheat Cultivars during the Early Growth Stage Using the Comprehensive Evaluation Value and Digital Image Analysis

Author

Listed:
  • Xiaoyi Jiang

    (Jiangsu Key Laboratory of Crop Genetics and Physiology, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China)

  • Dandong Mao

    (Jiangsu Key Laboratory of Crop Genetics and Physiology, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China)

  • Min Zhu

    (Jiangsu Key Laboratory of Crop Genetics and Physiology, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
    Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou 225009, China)

  • Xingchun Wang

    (Jiangsu Key Laboratory of Crop Genetics and Physiology, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
    Planting Technology Extension Center of Jintan District, Changzhou 213200, China)

  • Chunyan Li

    (Jiangsu Key Laboratory of Crop Genetics and Physiology, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
    Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou 225009, China)

  • Xinkai Zhu

    (Jiangsu Key Laboratory of Crop Genetics and Physiology, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
    Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou 225009, China)

  • Wenshan Guo

    (Jiangsu Key Laboratory of Crop Genetics and Physiology, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
    Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou 225009, China)

  • Jinfeng Ding

    (Jiangsu Key Laboratory of Crop Genetics and Physiology, Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
    Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou 225009, China)

Abstract

The accurate and efficient screening of waterlogging-tolerant cultivars is an effective way to mitigate waterlogging damages. An experiment was conducted to evaluate the performance of 28 wheat varieties mainly planted in the middle and lower reaches of the Yangtze River, China, under control and waterlogging conditions. When the 15-day waterlogging that was initiated at the third-leaf stage was completed, the aboveground dry weight, plant height, leaf number on main stem, culm number, leaf area, and SPAD readings of wheat seedlings were significantly decreased by 14%, 11%, 6%, 13%, 14%, and 15% compared with the control treatment (maintaining approximately 80% of field capacity), respectively. The results showed that the percentage reductions in the dry weight and leaf area under stress accurately represented the influence of the majority of the measured agronomic traits and were significantly negatively correlated with the respective dry weight and leaf area of different cultivars under waterlogging. This suggests that dry weight and leaf area can be used as agronomic traits for screening waterlogging-tolerant cultivars. The comprehensive evaluation value of waterlogging tolerance (CEVW) was closely related to the percentage reduction in dry weight, plant height, culm number, leaf area, and SPAD reading. The range of CEVW was 0.187–0.819, indicating a wide variation in the waterlogging tolerance of the wheat cultivars. Comparing the top-view images, the phenotypic texture parameters (dissimilarity, homogeneity, and angular second moment (ASM)) extracted from the side-view images better reflected the dry weight, plant height, and leaf area under different water treatments. The percentage reduction in ASM had the strongest correlation with CEVW (root mean square error = 0.109); thus, the ASM is recommended as a suitable phenotypic parameter to evaluate waterlogging tolerance. The present results provide references for the rapid and intelligent screening of waterlogging-tolerant wheat cultivars, but future studies need to consider the stress evaluation of the adult plants.

Suggested Citation

  • Xiaoyi Jiang & Dandong Mao & Min Zhu & Xingchun Wang & Chunyan Li & Xinkai Zhu & Wenshan Guo & Jinfeng Ding, 2022. "Evaluating the Waterlogging Tolerance of Wheat Cultivars during the Early Growth Stage Using the Comprehensive Evaluation Value and Digital Image Analysis," Agriculture, MDPI, vol. 12(3), pages 1-15, March.
    • Handle: RePEc:gam:jagris:v:12:y:2022:i:3:p:384-:d:767405
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/12/3/384/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2077-0472/12/3/384/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    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. Abdul Waheed & Chuang Li & Murad Muhammad & Mushtaq Ahmad & Khalid Ali Khan & Hamed A. Ghramh & Zhongwei Wang & Daoyuan Zhang, 2023. "Sustainable Potato Growth under Straw Mulching Practices," Sustainability, MDPI, vol. 15(13), pages 1-16, July.
    2. Choudhury, B.U. & Singh, Anil Kumar & Pradhan, S., 2013. "Estimation of crop coefficients of dry-seeded irrigated rice–wheat rotation on raised beds by field water balance method in the Indo-Gangetic plains, India," Agricultural Water Management, Elsevier, vol. 123(C), pages 20-31.
    3. Fan, Yubing & Wang, Chenggang & Nan, Zhibiao, 2014. "Comparative evaluation of crop water use efficiency, economic analysis and net household profit simulation in arid Northwest China," Agricultural Water Management, Elsevier, vol. 146(C), pages 335-345.
    4. Zhang, Tiejun & Ali, Shahzad & Xi, Yueling & Ma, Xingchang & Sun, Lefang, 2022. "Cultivation models and mulching strategies to improve root-bleeding sap, nutrients uptake and wheat production in semi-arid regions," Agricultural Water Management, Elsevier, vol. 260(C).
    5. Zhang, Peng & Wei, Ting & Han, Qingfang & Ren, Xiaolong & Jia, Zhikuan, 2020. "Effects of different film mulching methods on soil water productivity and maize yield in a semiarid area of China," Agricultural Water Management, Elsevier, vol. 241(C).
    6. Li, S.X. & Wang, Z.H. & Li, S.Q. & Gao, Y.J. & Tian, X.H., 2013. "Effect of plastic sheet mulch, wheat straw mulch, and maize growth on water loss by evaporation in dryland areas of China," Agricultural Water Management, Elsevier, vol. 116(C), pages 39-49.
    7. Kader, M.A. & Nakamura, K. & Senge, M. & Mojid, M.A. & Kawashima, S., 2019. "Soil hydro-thermal regimes and water use efficiency of rain-fed soybean (Glycine max) as affected by organic mulches," Agricultural Water Management, Elsevier, vol. 223(C), pages 1-1.
    8. Liang, Yin-Li & Wu, Xing & Zhu, Juan-Juan & Zhou, Mao-Juan & Peng, Qiang, 2011. "Response of hot pepper (Capsicum annuum L.) to mulching practices under planted greenhouse condition," Agricultural Water Management, Elsevier, vol. 99(1), pages 111-120.
    9. Abd El-Mageed, Taia A. & El- Samnoudi, Ibrahim M. & Ibrahim, Abd El-Aty M. & Abd El Tawwab, Ahmed R., 2018. "Compost and mulching modulates morphological, physiological responses and water use efficiency in sorghum (bicolor L. Moench) under low moisture regime," Agricultural Water Management, Elsevier, vol. 208(C), pages 431-439.
    10. Liu, Zihan & Cai, Lu & Dong, Qinge & Zhao, Xiaoli & Han, Jianqiao, 2022. "Effects of microplastics on water infiltration in agricultural soil on the Loess Plateau, China," Agricultural Water Management, Elsevier, vol. 271(C).
    11. Araya, A. & Stroosnijder, L., 2010. "Effects of tied ridges and mulch on barley (Hordeum vulgare) rainwater use efficiency and production in Northern Ethiopia," Agricultural Water Management, Elsevier, vol. 97(6), pages 841-847, June.
    12. Mukherjee, A. & Sarkar, S. & Chakraborty, P.K., 2012. "Marginal analysis of water productivity function of tomato crop grown under different irrigation regimes and mulch managements," Agricultural Water Management, Elsevier, vol. 104(C), pages 121-127.
    13. Balwinder-Singh & Eberbach, P.L. & Humphreys, E. & Kukal, S.S., 2011. "The effect of rice straw mulch on evapotranspiration, transpiration and soil evaporation of irrigated wheat in Punjab, India," Agricultural Water Management, Elsevier, vol. 98(12), pages 1847-1855, October.
    14. 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.
    15. Wang, Jun & Ghimire, Rajan & Fu, Xin & Sainju, Upendra M. & Liu, Wenzhao, 2018. "Straw mulching increases precipitation storage rather than water use efficiency and dryland winter wheat yield," Agricultural Water Management, Elsevier, vol. 206(C), pages 95-101.
    16. Jia, Qianmin & Sun, Lefeng & Mou, Hongyan & Ali, Shahzad & Liu, Donghua & Zhang, Yan & Zhang, Peng & Ren, Xiaolong & Jia, Zhikuan, 2018. "Effects of planting patterns and sowing densities on grain-filling, radiation use efficiency and yield of maize (Zea mays L.) in semi-arid regions," Agricultural Water Management, Elsevier, vol. 201(C), pages 287-298.
    17. Gao, Haihe & Yan, Changrong & Liu, Qin & Li, Zhen & Yang, Xiao & Qi, Ruimin, 2019. "Exploring optimal soil mulching to enhance yield and water use efficiency in maize cropping in China: A meta-analysis," Agricultural Water Management, Elsevier, vol. 225(C).
    18. 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).
    19. Ali, Shahzad & Xu, Yueyue & Ma, Xiangcheng & Ahmad, Irshad & Manzoor, & Jia, Qianmin & Akmal, Muhammad & Hussain, Zahid & Arif, Muhammad & Cai, Tie & Zhang, Jiahua & Jia, Zhikuan, 2019. "Deficit irrigation strategies to improve winter wheat productivity and regulating root growth under different planting patterns," Agricultural Water Management, Elsevier, vol. 219(C), pages 1-11.
    20. Saglam, Mustafa & Sintim, Henry Y. & Bary, Andy I. & Miles, Carol A. & Ghimire, Shuresh & Inglis, Debra A. & Flury, Markus, 2017. "Modeling the effect of biodegradable paper and plastic mulch on soil moisture dynamics," Agricultural Water Management, Elsevier, vol. 193(C), pages 240-250.

    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:gam:jagris:v:12:y:2022:i:3:p:384-:d:767405. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.