IDEAS home Printed from https://ideas.repec.org/a/eee/agiwat/v247y2021ics0378377420322538.html
   My bibliography  Save this article

Evapotranspiration partitioning of greenhouse grown tomato using a modified Priestley–Taylor model

Author

Listed:
  • Gong, Xuewen
  • Qiu, Rangjian
  • Ge, Jiankun
  • Bo, Guokui
  • Ping, Yinglu
  • Xin, Qingsong
  • Wang, Shunsheng

Abstract

Greenhouse industry has been rapidly expanded worldwide. An accurate partitioning evapotranspiration (ET) into transpiration (Tr) and evaporation (Es) is critical for developing precise irrigation scheduling and enhancing water productivity in greenhouses. Here, we proposed a modified Priestley–Taylor (MPT) model considering the effects of leaf senescence and plant temperature constraint on Tr and effect of index of soil water stress (fsw) on Es to estimate Es, Tr, and ET. In the MPT model, the performance of three sub-models for estimating Es was evaluated. The MPT model was assessed based on the measurements in 2016, 2017, 2019, and 2020. The ET, Es, and Tr of greenhouse grown tomato under drip irrigation were measured by the weighting lysimeters, micro-lysimeters and sap flow monitor system, respectively. Results showed that the total seasonal ET of tomato was 315.1–350.8 mm, of which 15.4–26.5% was consumed by Es. The partitioning of ET was controlled by leaf area index (LAI), as indicated by a significant logarithmical relationship between Es/ET and LAI. LAI and air temperature (Ta) are two important factors affecting ET as shown by good correlations between PT coefficient (αm) and LAI/Ta. The daily Es can be reasonably estimated by the sub-model with the soil water-related fsw. Moreover, the MPT model can also well estimate hourly and daily Tr and ET, hence can be used as a tool to develop precise irrigation scheduling for similar greenhouse cultivation.

Suggested Citation

  • Gong, Xuewen & Qiu, Rangjian & Ge, Jiankun & Bo, Guokui & Ping, Yinglu & Xin, Qingsong & Wang, Shunsheng, 2021. "Evapotranspiration partitioning of greenhouse grown tomato using a modified Priestley–Taylor model," Agricultural Water Management, Elsevier, vol. 247(C).
  • Handle: RePEc:eee:agiwat:v:247:y:2021:i:c:s0378377420322538
    DOI: 10.1016/j.agwat.2020.106709
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378377420322538
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.agwat.2020.106709?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. Utset, Angel & Farre, Imma & Martinez-Cob, Antonio & Cavero, Jose, 2004. "Comparing Penman-Monteith and Priestley-Taylor approaches as reference-evapotranspiration inputs for modeling maize water-use under Mediterranean conditions," Agricultural Water Management, Elsevier, vol. 66(3), pages 205-219, May.
    2. Gong, Xuewen & Liu, Hao & Sun, Jingsheng & Gao, Yang & Zhang, Hao, 2019. "Comparison of Shuttleworth-Wallace model and dual crop coefficient method for estimating evapotranspiration of tomato cultivated in a solar greenhouse," Agricultural Water Management, Elsevier, vol. 217(C), pages 141-153.
    3. Jiao, Linjie & Ding, Risheng & Kang, Shaozhong & Du, Taisheng & Tong, Ling & Li, Sien, 2018. "A comparison of energy partitioning and evapotranspiration over closed maize and sparse grapevine canopies in northwest China," Agricultural Water Management, Elsevier, vol. 203(C), pages 251-260.
    4. Li, Bo & Shi, Bijiao & Yao, Zhenzhu & Kumar Shukla, Manoj & Du, Taisheng, 2020. "Energy partitioning and microclimate of solar greenhouse under drip and furrow irrigation systems," Agricultural Water Management, Elsevier, vol. 234(C).
    5. Gong, Daozhi & Mei, Xurong & Hao, Weiping & Wang, Hanbo & Caylor, Kelly K., 2017. "Comparison of ET partitioning and crop coefficients between partial plastic mulched and non-mulched maize fields," Agricultural Water Management, Elsevier, vol. 181(C), pages 23-34.
    6. Qiu, Rangjian & Du, Taisheng & Kang, Shaozhong & Chen, Renqiang & Wu, Laosheng, 2015. "Assessing the SIMDualKc model for estimating evapotranspiration of hot pepper grown in a solar greenhouse in Northwest China," Agricultural Systems, Elsevier, vol. 138(C), pages 1-9.
    7. Wang, Feng & Kang, Shaozhong & Du, Taisheng & Li, Fusheng & Qiu, Rangjian, 2011. "Determination of comprehensive quality index for tomato and its response to different irrigation treatments," Agricultural Water Management, Elsevier, vol. 98(8), pages 1228-1238, May.
    8. Kerridge, B.L. & Hornbuckle, J.W. & Christen, E.W. & Faulkner, R.D., 2013. "Using soil surface temperature to assess soil evaporation in a drip irrigated vineyard," Agricultural Water Management, Elsevier, vol. 116(C), pages 128-141.
    9. Alberto, Ma. Carmelita R. & Quilty, James R. & Buresh, Roland J. & Wassmann, Reiner & Haidar, Sam & Correa, Teodoro Q. & Sandro, Joseph M., 2014. "Actual evapotranspiration and dual crop coefficients for dry-seeded rice and hybrid maize grown with overhead sprinkler irrigation," Agricultural Water Management, Elsevier, vol. 136(C), pages 1-12.
    10. Yang, Danni & Li, Sien & Kang, Shaozhong & Du, Taisheng & Guo, Ping & Mao, Xiaomin & Tong, Ling & Hao, Xinmei & Ding, Risheng & Niu, Jun, 2020. "Effect of drip irrigation on wheat evapotranspiration, soil evaporation and transpiration in Northwest China," Agricultural Water Management, Elsevier, vol. 232(C).
    11. Jiang, Xuelian & Kang, Shaozhong & Li, Fusheng & Du, Taisheng & Tong, Ling & Comas, Louise, 2016. "Evapotranspiration partitioning and variation of sap flow in female and male parents of maize for hybrid seed production in arid region," Agricultural Water Management, Elsevier, vol. 176(C), pages 132-141.
    12. Zhao, Peng & Kang, Shaozhong & Li, Sien & Ding, Risheng & Tong, Ling & Du, Taisheng, 2018. "Seasonal variations in vineyard ET partitioning and dual crop coefficients correlate with canopy development and surface soil moisture," Agricultural Water Management, Elsevier, vol. 197(C), pages 19-33.
    13. Libardi, Luís Guilherme Polizel & de Faria, Rogério Teixeira & Dalri, Alexandre Barcellos & de Souza Rolim, Glauco & Palaretti, Luiz Fabiano & Coelho, Anderson Prates & Martins, Izabela Paiva, 2019. "Evapotranspiration and crop coefficient (Kc) of pre-sprouted sugarcane plantlets for greenhouse irrigation management," Agricultural Water Management, Elsevier, vol. 212(C), pages 306-316.
    14. 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).
    15. Ding, Risheng & Kang, Shaozhong & Zhang, Yanqun & Hao, Xinmei & Tong, Ling & Du, Taisheng, 2013. "Partitioning evapotranspiration into soil evaporation and transpiration using a modified dual crop coefficient model in irrigated maize field with ground-mulching," Agricultural Water Management, Elsevier, vol. 127(C), pages 85-96.
    16. Huang, Song & Yan, Haofang & Zhang, Chuan & Wang, Guoqing & Acquah, Samuel Joe & Yu, Jianjun & Li, Lanlan & Ma, Jiamin & Opoku Darko, Ransford, 2020. "Modeling evapotranspiration for cucumber plants based on the Shuttleworth-Wallace model in a Venlo-type greenhouse," Agricultural Water Management, Elsevier, vol. 228(C).
    17. Naveen-Gupta, & Eberbach, P.L. & Humphreys, E. & Balwinder-Singh, & Sudhir-Yadav, & Kukal, S.S., 2019. "Estimating soil evaporation in dry seeded rice and wheat crops after wetting events," Agricultural Water Management, Elsevier, vol. 217(C), pages 98-106.
    18. Gharsallah, O. & Facchi, A. & Gandolfi, C., 2013. "Comparison of six evapotranspiration models for a surface irrigated maize agro-ecosystem in Northern Italy," Agricultural Water Management, Elsevier, vol. 130(C), pages 119-130.
    19. Qiu, Rangjian & Liu, Chunwei & Cui, Ningbo & Wu, Youjie & Wang, Zhenchang & Li, Gen, 2019. "Evapotranspiration estimation using a modified Priestley-Taylor model in a rice-wheat rotation system," Agricultural Water Management, Elsevier, vol. 224(C), pages 1-1.
    20. Rodriguez-Ortega, W.M. & Martinez, V. & Rivero, R.M. & Camara-Zapata, J.M. & Mestre, T. & Garcia-Sanchez, F., 2017. "Use of a smart irrigation system to study the effects of irrigation management on the agronomic and physiological responses of tomato plants grown under different temperatures regimes," Agricultural Water Management, Elsevier, vol. 183(C), pages 158-168.
    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. Wu, You & Si, Wei & Yan, Shicheng & Wu, Lifeng & Zhao, Wenju & Zhang, Jiale & Zhang, Fucang & Fan, Junliang, 2023. "Water consumption, soil nitrate-nitrogen residue and fruit yield of drip-irrigated greenhouse tomato under various irrigation levels and fertilization practices," Agricultural Water Management, Elsevier, vol. 277(C).
    2. Chen, Ning & Li, Xianyue & Shi, Haibin & Hu, Qi & Zhang, Yuehong & Hou, Chenli & Liu, Yahui, 2022. "Modeling evapotranspiration and evaporation in corn/tomato intercropping ecosystem using a modified ERIN model considering plastic film mulching," Agricultural Water Management, Elsevier, vol. 260(C).
    3. Gong, Xuewen & Li, Xiaoming & Qiu, Rangjian & Bo, Guokui & Ping, Yinglu & Xin, Qingsong & Ge, Jiankun, 2022. "Ventilation and irrigation management strategy for tomato cultivated in greenhouses," Agricultural Water Management, Elsevier, vol. 273(C).
    4. Gong, Xuewen & Qiu, Rangjian & Zhang, Baozhong & Wang, Shunsheng & Ge, Jiankun & Gao, Shikai & Yang, Zaiqiang, 2021. "Energy budget for tomato plants grown in a greenhouse in northern China," Agricultural Water Management, Elsevier, vol. 255(C).
    5. Qin, Shujing & Liu, Zhihe & Qiu, Rangjian & Luo, Yufeng & Wu, Jingwei & Zhang, Baozhong & Wu, Lifeng & Agathokleous, Evgenios, 2023. "Short–term global solar radiation forecasting based on an improved method for sunshine duration prediction and public weather forecasts," Applied Energy, Elsevier, vol. 343(C).
    6. Pengrui Ai & Yingjie Ma & Ying Hai, 2023. "Comparing Simulated Jujube Evapotranspiration from P–T, Dual Kc, and S–W Models against Measurements Using a Large Weighing Lysimeter under Drip Irrigation in an Arid Area," Agriculture, MDPI, vol. 13(2), pages 1-23, February.
    7. Qiu, Rangjian & Luo, Yufeng & Wu, Jingwei & Zhang, Baozhong & Liu, Zhihe & Agathokleous, Evgenios & Yang, Xiumei & Hu, Wei & Clothier, Brent, 2023. "Short–term forecasting of daily evapotranspiration from rice using a modified Priestley–Taylor model and public weather forecasts," Agricultural Water Management, Elsevier, vol. 277(C).
    8. Mingze Yao & Manman Gao & Jingkuan Wang & Bo Li & Lizhen Mao & Mingyu Zhao & Zhanyang Xu & Hongfei Niu & Tieliang Wang & Lei Sun & Dongshuang Niu, 2023. "Estimating Evapotranspiration of Greenhouse Tomato under Different Irrigation Levels Using a Modified Dual Crop Coefficient Model in Northeast China," Agriculture, MDPI, vol. 13(9), pages 1-19, September.
    9. Jia Luo & Xianming Dou & Mingguo Ma, 2022. "Evaluation of Empirical and Machine Learning Approaches for Estimating Monthly Reference Evapotranspiration with Limited Meteorological Data in the Jialing River Basin, China," IJERPH, MDPI, vol. 19(20), pages 1-16, October.

    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. Mingze Yao & Manman Gao & Jingkuan Wang & Bo Li & Lizhen Mao & Mingyu Zhao & Zhanyang Xu & Hongfei Niu & Tieliang Wang & Lei Sun & Dongshuang Niu, 2023. "Estimating Evapotranspiration of Greenhouse Tomato under Different Irrigation Levels Using a Modified Dual Crop Coefficient Model in Northeast China," Agriculture, MDPI, vol. 13(9), pages 1-19, September.
    2. Gong, Xuewen & Qiu, Rangjian & Zhang, Baozhong & Wang, Shunsheng & Ge, Jiankun & Gao, Shikai & Yang, Zaiqiang, 2021. "Energy budget for tomato plants grown in a greenhouse in northern China," Agricultural Water Management, Elsevier, vol. 255(C).
    3. Haofang Yan & Song Huang & Jianyun Zhang & Chuan Zhang & Guoqing Wang & Lanlan Li & Shuang Zhao & Mi Li & Baoshan Zhao, 2022. "Comparison of Shuttleworth–Wallace and Dual Crop Coefficient Method for Estimating Evapotranspiration of a Tea Field in Southeast China," Agriculture, MDPI, vol. 12(9), pages 1-17, September.
    4. Gong, Xuewen & Li, Xiaoming & Qiu, Rangjian & Bo, Guokui & Ping, Yinglu & Xin, Qingsong & Ge, Jiankun, 2022. "Ventilation and irrigation management strategy for tomato cultivated in greenhouses," Agricultural Water Management, Elsevier, vol. 273(C).
    5. 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).
    6. Zheng, Jing & Fan, Junliang & Zhang, Fucang & Zhuang, Qianlai, 2021. "Evapotranspiration partitioning and water productivity of rainfed maize under contrasting mulching conditions in Northwest China," Agricultural Water Management, Elsevier, vol. 243(C).
    7. Qiu, Rangjian & Li, Longan & Liu, Chunwei & Wang, Zhenchang & Zhang, Baozhong & Liu, Zhandong, 2022. "Evapotranspiration estimation using a modified crop coefficient model in a rotated rice-winter wheat system," Agricultural Water Management, Elsevier, vol. 264(C).
    8. Zhao, Peng & Kang, Shaozhong & Li, Sien & Ding, Risheng & Tong, Ling & Du, Taisheng, 2018. "Seasonal variations in vineyard ET partitioning and dual crop coefficients correlate with canopy development and surface soil moisture," Agricultural Water Management, Elsevier, vol. 197(C), pages 19-33.
    9. Yan, Haofang & Deng, Shuaishuai & Zhang, Chuan & Wang, Guoqing & Zhao, Shuang & Li, Mi & Liang, Shaowei & Jiang, Jianhui & Zhou, Yudong, 2023. "Determination of energy partition of a cucumber grown Venlo-type greenhouse in southeast China," Agricultural Water Management, Elsevier, vol. 276(C).
    10. Feng, Yu & Gong, Daozhi & Mei, Xurong & Hao, Weiping & Tang, Dahua & Cui, Ningbo, 2017. "Energy balance and partitioning in partial plastic mulched and non-mulched maize fields on the Loess Plateau of China," Agricultural Water Management, Elsevier, vol. 191(C), pages 193-206.
    11. Jovanovic, N. & Pereira, L.S. & Paredes, P. & Pôças, I. & Cantore, V. & Todorovic, M., 2020. "A review of strategies, methods and technologies to reduce non-beneficial consumptive water use on farms considering the FAO56 methods," Agricultural Water Management, Elsevier, vol. 239(C).
    12. Qin, Shujing & Li, Sien & Kang, Shaozhong & Du, Taisheng & Tong, Ling & Ding, Risheng & Wang, Yahui & Guo, Hui, 2019. "Transpiration of female and male parents of seed maize in northwest China," Agricultural Water Management, Elsevier, vol. 213(C), pages 397-409.
    13. Qiu, Rangjian & Luo, Yufeng & Wu, Jingwei & Zhang, Baozhong & Liu, Zhihe & Agathokleous, Evgenios & Yang, Xiumei & Hu, Wei & Clothier, Brent, 2023. "Short–term forecasting of daily evapotranspiration from rice using a modified Priestley–Taylor model and public weather forecasts," Agricultural Water Management, Elsevier, vol. 277(C).
    14. Qiu, Rangjian & Liu, Chunwei & Cui, Ningbo & Wu, Youjie & Wang, Zhenchang & Li, Gen, 2019. "Evapotranspiration estimation using a modified Priestley-Taylor model in a rice-wheat rotation system," Agricultural Water Management, Elsevier, vol. 224(C), pages 1-1.
    15. Pereira, L.S. & Paredes, P. & Hunsaker, D.J. & López-Urrea, R. & Mohammadi Shad, Z., 2021. "Standard single and basal crop coefficients for field crops. Updates and advances to the FAO56 crop water requirements method," Agricultural Water Management, Elsevier, vol. 243(C).
    16. Jiang, Xuelian & Kang, Shaozhong & Tong, Ling & Li, Sien & Ding, Risheng & Du, Taisheng, 2019. "Modeling evapotranspiration and its components of maize for seed production in an arid region of northwest China using a dual crop coefficient and multisource models," Agricultural Water Management, Elsevier, vol. 222(C), pages 105-117.
    17. Feng, Yu & Cui, Ningbo & Du, Taisheng & Gong, Daozhi & Hu, Xiaotao & Zhao, Lu, 2017. "Response of sap flux and evapotranspiration to deficit irrigation of greenhouse pear-jujube trees in semi-arid northwest China," Agricultural Water Management, Elsevier, vol. 194(C), pages 1-12.
    18. Li Yang & Haijun Liu & Shabtai Cohen & Zhuangzhuang Gao, 2022. "Microclimate and Plant Transpiration of Tomato ( Solanum lycopersicum L.) in a Sunken Solar Greenhouse in North China," Agriculture, MDPI, vol. 12(2), pages 1-21, February.
    19. Gong, Xuewen & Liu, Hao & Sun, Jingsheng & Gao, Yang & Zhang, Hao, 2019. "Comparison of Shuttleworth-Wallace model and dual crop coefficient method for estimating evapotranspiration of tomato cultivated in a solar greenhouse," Agricultural Water Management, Elsevier, vol. 217(C), pages 141-153.
    20. Zhao, Yin & Mao, Xiaomin & Shukla, Manoj K. & Tian, Fei & Hou, Mengjie & Zhang, Tong & Li, Sien, 2021. "How does film mulching modify available energy, evapotranspiration, and crop coefficient during the seed–maize growing season in northwest China?," Agricultural Water Management, Elsevier, vol. 245(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:247:y:2021:i:c:s0378377420322538. 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.