2021
DOI: 10.1002/adma.202007764
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Abstract: a compelling need to utilize advanced technologies in the agriculture sector to increase agricultural productivity and reduce food losses to guarantee food security. [2] In this regard, "smart agriculture" or "precision agriculture" has been attracting increasing attention due to its capability for using less to grow more compared to traditional agricultural practices. In addition, it improves the quality of the work environment and social aspects of farming, ranching, and other relevant professions. [4] Smart… Show more

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Cited by 143 publications
(105 citation statements)
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“…Digital technologies are supporting scientists to better understand and study soil in agriculture. Soil monitoring sensors such as moisture, temperature, organic matter, and soil pollutant sensors are playing critical roles in digital agriculture [49]. For instance, soil moisture information can be used to assess irrigation efficiency in agricultural fields [50].…”
Section: Digital Twin In Soil and Irrigationmentioning
confidence: 99%
“…Digital technologies are supporting scientists to better understand and study soil in agriculture. Soil monitoring sensors such as moisture, temperature, organic matter, and soil pollutant sensors are playing critical roles in digital agriculture [49]. For instance, soil moisture information can be used to assess irrigation efficiency in agricultural fields [50].…”
Section: Digital Twin In Soil and Irrigationmentioning
confidence: 99%
“…Wearable electronics are promising for plant health monitoring due to the remarkable sensing resolution, accessibility, and continuous in-situ measurement. [36][37][38][39]42] By rapidly detecting the status of the plant health with wearable electronics in real-time, it is possible to detect plant diseases or abnormal conditions at a much earlier stage, and therefore reduce the crop loss of the agricultural industry in the future.…”
Section: Summary Challenges and Future Perspectivesmentioning
confidence: 99%
“…For example, roots absorb water and nutrients from the soil, while stems uptake and transport water and minerals from the root to leaf. [38,39] Processes of plant gas exchanges, including various volatile organic compounds (VOCs), carbon dioxide (CO 2 ), oxygen (O 2 ), and water vapor, take place through functional pores on the leaf surface, called stomata. [40,41] Therefore, plant health monitoring can be achieved by tracking the various biological processes, as mentioned above.…”
mentioning
confidence: 99%
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“…Smart agriculture is established based on the digital process, combining the data in the agricultural field and the Information and Communications Technology (ICT) (Friha et al, 2021 ; Sun et al, 2021 ). As for the intelligent plant protection, the related data have various sources, such as the sensing of soil (Yin et al, 2021 ), light intensity (Yu et al, 2021 ), water stress (Mundim and Pringle, 2018 ; Ihuoma and Madramootoo, 2019 ), mixture of water and fertilizer (Jia et al, 2019 ), temperature and humidity (Mekala and Viswanathan, 2019 ), etc. However, more commonly used data sources in artificial intelligence (AI)-driven applications are images or videos.…”
Section: Introductionmentioning
confidence: 99%