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Ag-IoT for crop and environment monitoring: Past, present, and future

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Listed:
  • Chamara, Nipuna
  • Islam, Md Didarul
  • Bai, Geng (Frank)
  • Shi, Yeyin
  • Ge, Yufeng

Abstract

Automated monitoring of the soil-plant-atmospheric continuum at a high spatiotemporal resolution is a key to transform the labor-intensive, experience-based decision making to an automatic, data-driven approach in agricultural production. Growers could make better management decisions by leveraging the real-time field data while researchers could utilize these data to answer key scientific questions. Traditionally, data collection in agricultural fields, which largely relies on human labor, can only generate limited numbers of data points with low resolution and accuracy. During the last two decades, crop monitoring has drastically evolved with the advancement of modern sensing technologies. Most importantly, the introduction of IoT (Internet of Things) into crop, soil, and microclimate sensing has transformed crop monitoring into a quantitative and data-driven work from a qualitative and experience-based task.

Suggested Citation

  • Chamara, Nipuna & Islam, Md Didarul & Bai, Geng (Frank) & Shi, Yeyin & Ge, Yufeng, 2022. "Ag-IoT for crop and environment monitoring: Past, present, and future," Agricultural Systems, Elsevier, vol. 203(C).
    • Handle: RePEc:eee:agisys:v:203:y:2022:i:c:s0308521x22001330
    DOI: 10.1016/j.agsy.2022.103497
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    References listed on IDEAS

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    1. Alderfasi, Ali Abdullah & Nielsen, David C., 2001. "Use of crop water stress index for monitoring water status and scheduling irrigation in wheat," Agricultural Water Management, Elsevier, vol. 47(1), pages 69-75, February.
    2. Dora Cama-Pinto & Miguel Damas & Juan Antonio Holgado-Terriza & Francisco Gómez-Mula & Alejandro Cama-Pinto, 2019. "Path Loss Determination Using Linear and Cubic Regression Inside a Classic Tomato Greenhouse," IJERPH, MDPI, vol. 16(10), pages 1-15, May.
    3. Jonathan A. Foley & Navin Ramankutty & Kate A. Brauman & Emily S. Cassidy & James S. Gerber & Matt Johnston & Nathaniel D. Mueller & Christine O’Connell & Deepak K. Ray & Paul C. West & Christian Balz, 2011. "Solutions for a cultivated planet," Nature, Nature, vol. 478(7369), pages 337-342, October.
    4. Fukase, Emiko & Martin, Will, 2020. "Economic growth, convergence, and world food demand and supply," World Development, Elsevier, vol. 132(C).
    5. Ouyang, Zan & Tian, Juncang & Yan, Xinfang & Shen, Hui, 2020. "Effects of different concentrations of dissolved oxygen or temperatures on the growth, photosynthesis, yield and quality of lettuce," Agricultural Water Management, Elsevier, vol. 228(C).
    6. Wolfert, Sjaak & Ge, Lan & Verdouw, Cor & Bogaardt, Marc-Jeroen, 2017. "Big Data in Smart Farming – A review," Agricultural Systems, Elsevier, vol. 153(C), pages 69-80.
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