IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v13y2023i7p1463-d1201179.html
   My bibliography  Save this article

Analysis of Hotspots in Subsurface Drip Irrigation Research Using CiteSpace

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/13/7/1463/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2077-0472/13/7/1463/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    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. 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.
    3. 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.
    4. 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.
    5. 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).
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Volschenk, Theresa, 2020. "Water use and irrigation management of pomegranate trees - A review," Agricultural Water Management, Elsevier, vol. 241(C).
    11. 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.
    12. 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.
    13. 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).
    14. 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).
    15. 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.
    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. Chaoxiang Sun & Dezhe Wang & Hailin Liu & Yatao Xiao & Wei Guo & Bing Liu, 2024. "Simulation and Optimization of the Throttle Releaser in Aerated Irrigation Systems," Agriculture, MDPI, vol. 14(8), pages 1-19, July.

    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. 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).
    2. Xian Liu & Yueyue Xu & Shikun Sun & Xining Zhao & Yubao Wang, 2022. "Analysis of the Coupling Characteristics of Water Resources and Food Security: The Case of Northwest China," Agriculture, MDPI, vol. 12(8), pages 1-19, July.
    3. Zhou, Yunpeng & Zhou, Bo & Xu, Feipeng & Muhammad, Tahir & Li, Yunkai, 2019. "Appropriate dissolved oxygen concentration and application stage of micro-nano bubble water oxygation in greenhouse crop plantation," Agricultural Water Management, Elsevier, vol. 223(C), pages 1-1.
    4. Yu, Liuyang & Zhao, Xining & Gao, Xiaodong & Siddique, Kadambot H.M., 2020. "Improving/maintaining water-use efficiency and yield of wheat by deficit irrigation: A global meta-analysis," Agricultural Water Management, Elsevier, vol. 228(C).
    5. Peisen Du & Zhiqin Li & Ruixia Hao & Juanjuan Ma & Da Yan, 2023. "Hydraulic Performance and Energy Dissipation Mechanism Analysis of the Tesla-Shaped Emitter," Energies, MDPI, vol. 16(14), pages 1-17, July.
    6. Zhang, Jili & Wang, Peng & Long, Huaiyu & Su, Shanshan & Wu, Yige & Wang, Hongrong, 2022. "Metabolomics analysis reveals the physiological mechanism underlying growth restriction in maize roots under continuous negative pressure and stable water supply," Agricultural Water Management, Elsevier, vol. 263(C).
    7. Yanto Chandra, 2018. "Mapping the evolution of entrepreneurship as a field of research (1990–2013): A scientometric analysis," PLOS ONE, Public Library of Science, vol. 13(1), pages 1-24, January.
    8. Piñeiro-Chousa, Juan & López-Cabarcos, M. Ángeles & Romero-Castro, Noelia María & Pérez-Pico, Ada María, 2020. "Innovation, entrepreneurship and knowledge in the business scientific field: Mapping the research front," Journal of Business Research, Elsevier, vol. 115(C), pages 475-485.
    9. Guan-Can Yang & Gang Li & Chun-Ya Li & Yun-Hua Zhao & Jing Zhang & Tong Liu & Dar-Zen Chen & Mu-Hsuan Huang, 2015. "Using the comprehensive patent citation network (CPC) to evaluate patent value," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(3), pages 1319-1346, December.
    10. Tsung Teng Chen, 2012. "The development and empirical study of a literature review aiding system," Scientometrics, Springer;Akadémiai Kiadó, vol. 92(1), pages 105-116, July.
    11. Pelai, Ricardo & Hagerman, Shannon M. & Kozak, Robert, 2020. "Biotechnologies in agriculture and forestry: Governance insights from a comparative systematic review of barriers and recommendations," Forest Policy and Economics, Elsevier, vol. 117(C).
    12. Gaviria-Marin, Magaly & Merigó, José M. & Baier-Fuentes, Hugo, 2019. "Knowledge management: A global examination based on bibliometric analysis," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 194-220.
    13. Filippo Corsini & Rafael Laurenti & Franziska Meinherz & Francesco Paolo Appio & Luca Mora, 2019. "The Advent of Practice Theories in Research on Sustainable Consumption: Past, Current and Future Directions of the Field," Sustainability, MDPI, vol. 11(2), pages 1-19, January.
    14. Pamela E. Sandstrom, 2001. "Scholarly communication as a socioecological system," Scientometrics, Springer;Akadémiai Kiadó, vol. 51(3), pages 573-605, July.
    15. Rahmani, Javad & Danesh-Yazdi, Mohammad, 2022. "Quantifying the impacts of agricultural alteration and climate change on the water cycle dynamics in a headwater catchment of Lake Urmia Basin," Agricultural Water Management, Elsevier, vol. 270(C).
    16. Serhat Burmaoglu & Ozcan Saritas, 2019. "An evolutionary analysis of the innovation policy domain: Is there a paradigm shift?," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(3), pages 823-847, March.
    17. Zhenzhen Yu & Chun Wang & Huafen Zou & Hongxuan Wang & Hailiang Li & Haitian Sun & Deshui Yu, 2022. "The Effects of Aerated Irrigation on Soil Respiration and the Yield of the Maize Root Zone," Sustainability, MDPI, vol. 14(8), pages 1-18, April.
    18. Andreas Bjurström & Merritt Polk, 2011. "Climate change and interdisciplinarity: a co-citation analysis of IPCC Third Assessment Report," Scientometrics, Springer;Akadémiai Kiadó, vol. 87(3), pages 525-550, June.
    19. Rey-Long Liu, 2017. "A new bibliographic coupling measure with descriptive capability," Scientometrics, Springer;Akadémiai Kiadó, vol. 110(2), pages 915-935, February.
    20. Giovanni Matteo & Pierfrancesco Nardi & Stefano Grego & Caterina Guidi, 2018. "Bibliometric analysis of Climate Change Vulnerability Assessment research," Environment Systems and Decisions, Springer, vol. 38(4), pages 508-516, December.

    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:13:y:2023:i:7:p:1463-:d:1201179. 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.