IDEAS home Printed from https://ideas.repec.org/a/eee/agiwat/v278y2023ics0378377423000136.html
   My bibliography  Save this article

Soil water sensors for irrigation scheduling in the United States: A systematic review of literature

Author

Listed:
  • Datta, Sumon
  • Taghvaeian, Saleh

Abstract

Soil water sensors (SWS) have been widely researched and practiced for irrigation scheduling. Due to popularity of this approach, there is a need for frequent reviews of the SWS literature to keep the researchers, extension professionals, and end-users updated and to help with defining and modifying future directions. In addition, existing literature reviews do not systematically report and summarize the results of previous studies. To address this gap, a systematic review was carried out to identify and analyze related literature published in the United States in the past two decades. Two focus areas were SWS accuracy assessment and SWS application in irrigation scheduling. The results showed that SWS accuracy was most susceptible to sensor calibration. The reported root mean square errors had similar ranges and means among different technologies, installation orientations, and study environments. Compared to other scheduling methods, SWS-based scheduling resulted in water saving, with average amounts ranging from 1 % when compared to canopy temperature methods to 38 % in case of traditional approaches. In addition, SWS-based scheduling led to larger or similar yields compared to other scheduling methods. Texas and Nebraska were the top two states in terms of the number of studies on SWS accuracy and irrigation scheduling.

Suggested Citation

  • Datta, Sumon & Taghvaeian, Saleh, 2023. "Soil water sensors for irrigation scheduling in the United States: A systematic review of literature," Agricultural Water Management, Elsevier, vol. 278(C).
    • Handle: RePEc:eee:agiwat:v:278:y:2023:i:c:s0378377423000136
    DOI: 10.1016/j.agwat.2023.108148
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378377423000136
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.agwat.2023.108148?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. Singh, J. & Lo, T. & Rudnick, D.R. & Irmak, S. & Blanco-Canqui, H., 2019. "Quantifying and correcting for clay content effects on soil water measurement by reflectometers," Agricultural Water Management, Elsevier, vol. 216(C), pages 390-399.
    2. Evett, Steven R. & Schwartz, Robert C. & Casanova, Joaquin J. & Heng, Lee K., 2012. "Soil water sensing for water balance, ET and WUE," Agricultural Water Management, Elsevier, vol. 104(C), pages 1-9.
    3. Matthew J Page & Joanne E McKenzie & Patrick M Bossuyt & Isabelle Boutron & Tammy C Hoffmann & Cynthia D Mulrow & Larissa Shamseer & Jennifer M Tetzlaff & Elie A Akl & Sue E Brennan & Roger Chou & Jul, 2021. "The PRISMA 2020 statement: An updated guideline for reporting systematic reviews," PLOS Medicine, Public Library of Science, vol. 18(3), pages 1-15, March.
    4. Younsuk Dong & Steve Miller & Lyndon Kelley, 2020. "Performance Evaluation of Soil Moisture Sensors in Coarse- and Fine-Textured Michigan Agricultural Soils," Agriculture, MDPI, vol. 10(12), pages 1-11, 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. Rizkiana Sidqiyatul Hamdani & Sudharto Prawata Hadi & Iwan Rudiarto, 2021. "Progress or Regress? A Systematic Review on Two Decades of Monitoring and Addressing Land Subsidence Hazards in Semarang City," Sustainability, MDPI, vol. 13(24), pages 1-26, December.
    2. Boglárka Anna Éliás & Attila Jámbor, 2021. "Food Security and COVID-19: A Systematic Review of the First-Year Experience," Sustainability, MDPI, vol. 13(9), pages 1-18, May.
    3. Cala, Anggie & Maturana-Córdoba, Aymer & Soto-Verjel, Joseph, 2023. "Exploring the pretreatments' influence on pressure reverse osmosis: PRISMA review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
    4. Ming Shan & Yu-Shan Li & Bon-Gang Hwang & Jia-En Chua, 2021. "Productivity Metrics and Its Implementations in Construction Projects: A Case Study of Singapore," Sustainability, MDPI, vol. 13(21), pages 1-19, November.
    5. Susca, T. & Zanghirella, F. & Colasuonno, L. & Del Fatto, V., 2022. "Effect of green wall installation on urban heat island and building energy use: A climate-informed systematic literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    6. Alexander P. L. Martindale & Benjamin Ng & Victoria Ngai & Aditya U. Kale & Lavinia Ferrante di Ruffano & Robert M. Golub & Gary S. Collins & David Moher & Melissa D. McCradden & Lauren Oakden-Rayner , 2024. "Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    7. Gizéh Rangel-de Lázaro & Josep M. Duart, 2023. "You Can Handle, You Can Teach It: Systematic Review on the Use of Extended Reality and Artificial Intelligence Technologies for Online Higher Education," Sustainability, MDPI, vol. 15(4), pages 1-23, February.
    8. Phogat, V. & Skewes, M.A. & McCarthy, M.G. & Cox, J.W. & Šimůnek, J. & Petrie, P.R., 2017. "Evaluation of crop coefficients, water productivity, and water balance components for wine grapes irrigated at different deficit levels by a sub-surface drip," Agricultural Water Management, Elsevier, vol. 180(PA), pages 22-34.
    9. Deniz Dutz & Ingrid Huitfeldt & Santiago Lacouture & Magne Mogstad & Alexander Torgovitsky & Winnie van Dijk, 2021. "Selection in Surveys," NBER Working Papers 29549, National Bureau of Economic Research, Inc.
      • Deniz Dutz & Ingrid Huitfeldt & Santiago Lacouture & Magne Mogstad & Alexander Torgovitsky & Winnie van Dijk, 2021. "Selection in Surveys," Discussion Papers 971, Statistics Norway, Research Department.
    10. Lemesa Hirpe & Chunho Yeom, 2021. "Municipal Solid Waste Management Policies, Practices, and Challenges in Ethiopia: A Systematic Review," Sustainability, MDPI, vol. 13(20), pages 1-16, October.
    11. Ellen Busink & Dana Kendzia & Fatih Kircelli & Sophie Boeger & Jovana Petrovic & Helen Smethurst & Stephen Mitchell & Christian Apel, 2023. "A systematic review of the cost-effectiveness of renal replacement therapies, and consequences for decision-making in the end-stage renal disease treatment pathway," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(3), pages 377-392, April.
    12. Wang, Nan & Wang, Julian & Feng, Yanxiao, 2022. "Systematic review: Acute thermal effects of artificial light in the daytime," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
    13. Tania Mateos-Blanco & Encarnación Sánchez‐Lissen & Inés Gil‐Jaurena & Clara Romero‐Pérez, 2022. "Child‐Led Participation: A Scoping Review of Empirical Studies," Social Inclusion, Cogitatio Press, vol. 10(2), pages 32-42.
    14. Rabassa, Judit & Fuentes-Peláez, Nuria, 2023. "Effectiveness of group intervention in improving kinship care families’ outcomes: A systematic review of group interventions aimed at kinship caregivers and youth in kinship care," Children and Youth Services Review, Elsevier, vol. 150(C).
    15. Ward, Bernadette & Moller, Carl & Maybery, Darryl & Weimand, Bente & Krause, Mona & Dietze, Paul & Harvey, Pamela & Kippen, Rebecca & McCormick, Francis & Lloyd-Jones, Martyn & Reupert, Andrea, 2022. "Interventions to support parents who use methamphetamine: A narrative systematic review," Children and Youth Services Review, Elsevier, vol. 139(C).
    16. Da-Jung Ha & Jung-Hyun Park & Su-Eun Jung & Boram Lee & Myo-Sung Kim & Kyo-Lin Sim & Yung-Hyun Choi & Chan-Young Kwon, 2021. "The Experience of Emotional Labor and Its Related Factors among Nurses in General Hospital Settings in Republic of Korea: A Systematic Review and Meta-Analysis," Sustainability, MDPI, vol. 13(21), pages 1-21, October.
    17. Tarkalson, David D. & King, Bradley A. & Bjorneberg, Dave L., 2022. "Maize grain yield and crop water productivity functions in the arid Northwest U.S," Agricultural Water Management, Elsevier, vol. 264(C).
    18. Eric O. Verger & Cédric Gaillard & Andrew D. Jones & Roseline Remans & Gina Kennedy, 2021. "Construction and Interpretation of Production and Market Metrics Used to Understand Relationships with Dietary Diversity of Rural Smallholder Farming Households," Agriculture, MDPI, vol. 11(8), pages 1-21, August.
    19. Nakabuye, Hope Njuki & Rudnick, Daran & DeJonge, Kendall C. & Lo, Tsz Him & Heeren, Derek & Qiao, Xin & Franz, Trenton E. & Katimbo, Abia & Duan, Jiaming, 2022. "Real-time irrigation scheduling of maize using Degrees Above Non-Stressed (DANS) index in semi-arid environment," Agricultural Water Management, Elsevier, vol. 274(C).
    20. Boada, Júlia Pareto & Maestre, Begoña Román & Genís, Carme Torras, 2021. "The ethical issues of social assistive robotics: A critical literature review," Technology in Society, Elsevier, vol. 67(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:278:y:2023:i:c:s0378377423000136. 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.