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Analysis of Hotspots in Subsurface Drip Irrigation Research Using CiteSpace

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  • Yatao Xiao

    (Institute of Farmland Irrigation of CAAS, Key Laboratory of High-Efficient and Safe Utilization of Agriculture Water Resources, Chinese Academy of Agricultural Sciences, Xinxiang 453003, China
    College of Mechanical and Electrical Engineering, Henan Agricultural University, Zhengzhou 450002, China
    These authors contributed equally to this work.)

  • Chaoxiang Sun

    (College of Mechanical and Electrical Engineering, Henan Agricultural University, Zhengzhou 450002, China
    These authors contributed equally to this work.)

  • Dezhe Wang

    (College of Mechanical and Electrical Engineering, Henan Agricultural University, Zhengzhou 450002, China)

  • Huiqin Li

    (College of Mechanical and Electrical Engineering, Henan Agricultural University, Zhengzhou 450002, China)

  • Wei Guo

    (Institute of Farmland Irrigation of CAAS, Key Laboratory of High-Efficient and Safe Utilization of Agriculture Water Resources, Chinese Academy of Agricultural Sciences, Xinxiang 453003, China)

Abstract

To investigate the research hotspots and development trends of subsurface drip irrigation (SDI) over the past 20 years, this study analyzed relevant literature from the Web of Science Core Collection spanning from 2002 to 2022. The data were visualized using CiteSpace, showcasing the publication volume trends, countries, keywords, cited references, authors, and affiliated institutions. Based on 1079 articles, the annual publication volume showed an overall upward trend. The United States had the most extensive research coverage and highest publication volume, whereas China had the fastest growing publication rate in recent years. However, relatively little cooperation occurred among research teams and institutions. Over time, research topics became increasingly diverse, with water conservation and yield increases being the primary research objectives. In addition to improving irrigation and fertilizer use efficiency, SDI has also been applied in research on the safe utilization of unconventional water resources (wastewater and salt water) and the optimization of soil conditions. Among these, aerated irrigation technology—aimed at improving root growth in the rhizosphere—may become a new branch of SDI research. Currently, the main research focus in the field of SDI is the diffusion and distribution of water in the crop root zone, for which Hydrus model simulation is a particularly important method.

Suggested Citation

  • Yatao Xiao & Chaoxiang Sun & Dezhe Wang & Huiqin Li & Wei Guo, 2023. "Analysis of Hotspots in Subsurface Drip Irrigation Research Using CiteSpace," Agriculture, MDPI, vol. 13(7), pages 1-18, July.
    • Handle: RePEc:gam:jagris:v:13:y:2023:i:7:p:1463-:d:1201179
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    as
    1. Palacios-Díaz, M.P. & Mendoza-Grimón, V. & Fernández-Vera, J.R. & Rodríguez-Rodríguez, F. & Tejedor-Junco, M.T. & Hernández-Moreno, J.M., 2009. "Subsurface drip irrigation and reclaimed water quality effects on phosphorus and salinity distribution and forage production," Agricultural Water Management, Elsevier, vol. 96(11), pages 1659-1666, November.
    2. Henry Small, 1973. "Co‐citation in the scientific literature: A new measure of the relationship between two documents," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 24(4), pages 265-269, July.
    3. Bern, Carleton R. & Breit, George N. & Healy, Richard W. & Zupancic, John W., 2013. "Deep subsurface drip irrigation using coal-bed sodic water: Part II. Geochemistry," Agricultural Water Management, Elsevier, vol. 118(C), pages 135-149.
    4. Du, Ya-Dan & Niu, Wen-Quan & Gu, Xiao-Bo & Zhang, Qian & Cui, Bing-Jing & Zhao, Ying, 2018. "Crop yield and water use efficiency under aerated irrigation: A meta-analysis," Agricultural Water Management, Elsevier, vol. 210(C), pages 158-164.
    5. Xufeng Li & Juanjuan Ma & Lijian Zheng & Jinping Chen & Xihuan Sun & Xianghong Guo, 2022. "Optimization of the Regulated Deficit Irrigation Strategy for Greenhouse Tomato Based on the Fuzzy Borda Model," Agriculture, MDPI, vol. 12(3), pages 1-16, February.
    6. Volschenk, Theresa, 2020. "Water use and irrigation management of pomegranate trees - A review," Agricultural Water Management, Elsevier, vol. 241(C).
    7. Bern, Carleton R. & Breit, George N. & Healy, Richard W. & Zupancic, John W. & Hammack, Richard, 2013. "Deep subsurface drip irrigation using coal-bed sodic water: Part I. Water and solute movement," Agricultural Water Management, Elsevier, vol. 118(C), pages 122-134.
    8. Peisen Du & Zhiqin Li & Cuncai Wang & Juanjuan Ma, 2022. "Analysis of the Influence of the Channel Layout and Size on the Hydraulic Performance of Emitters," Agriculture, MDPI, vol. 12(4), pages 1-13, April.
    9. Hanjra, Munir A. & Qureshi, M. Ejaz, 2010. "Global water crisis and future food security in an era of climate change," Food Policy, Elsevier, vol. 35(5), pages 365-377, October.
    10. Ma, Xiaochi & Sanguinet, Karen A. & Jacoby, Pete W., 2020. "Direct root-zone irrigation outperforms surface drip irrigation for grape yield and crop water use efficiency while restricting root growth," Agricultural Water Management, Elsevier, vol. 231(C).
    11. Irmak, Suat & Mohammed, Ali T. & Kukal, Meetpal S., 2022. "Maize response to coupled irrigation and nitrogen fertilization under center pivot, subsurface drip and surface (furrow) irrigation: Growth, development and productivity," Agricultural Water Management, Elsevier, vol. 263(C).
    12. Yan Zhu & Huanjie Cai & Libing Song & Xiaowen Wang & Zihui Shang & Yanan Sun, 2020. "Aerated Irrigation of Different Irrigation Levels and Subsurface Dripper Depths Affects Fruit Yield, Quality and Water Use Efficiency of Greenhouse Tomato," Sustainability, MDPI, vol. 12(7), pages 1-19, March.
    13. Li, Shengping & Tan, Deshui & Wu, Xueping & Degré, Aurore & Long, Huaiyu & Zhang, Shuxiang & Lu, Jinjing & Gao, Lili & Zheng, Fengjun & Liu, Xiaotong & Liang, Guopeng, 2021. "Negative pressure irrigation increases vegetable water productivity and nitrogen use efficiency by improving soil water and NO3–-N distributions," Agricultural Water Management, Elsevier, vol. 251(C).
    14. Cuncai Wang & Zhiqin Li & Juanjuan Ma, 2021. "Influence of Emitter Structure on Its Hydraulic Performance Based on the Vortex," Agriculture, MDPI, vol. 11(6), pages 1-12, May.
    15. Ana Allende & James Monaghan, 2015. "Irrigation Water Quality for Leafy Crops: A Perspective of Risks and Potential Solutions," IJERPH, MDPI, vol. 12(7), pages 1-21, July.
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