Artificial intelligence‐enabled sensing technologies in the 5G/internet of things era: from virtual reality/augmented reality to the digital twin

Z Zhang, F Wen, Z Sun, X Guo, T He… - Advanced Intelligent …, 2022 - Wiley Online Library
With the development of 5G and Internet of Things (IoT), the era of big data‐driven product
design is booming. In addition, artificial intelligence (AI) is also emerging and evolving by …

Soil sensors and plant wearables for smart and precision agriculture

H Yin, Y Cao, B Marelli, X Zeng, AJ Mason… - Advanced …, 2021 - Wiley Online Library
Soil sensors and plant wearables play a critical role in smart and precision agriculture via
monitoring real‐time physical and chemical signals in the soil, such as temperature …

A new frontier of printed electronics: flexible hybrid electronics

Y Khan, A Thielens, S Muin, J Ting… - Advanced …, 2020 - Wiley Online Library
The performance and integration density of silicon integrated circuits (ICs) have progressed
at an unprecedented pace in the past 60 years. While silicon ICs thrive at low‐power high …

One-step and large-scale fabrication of flexible and wearable humidity sensor based on laser-induced graphene for real-time tracking of plant transpiration at bio …

L Lan, X Le, H Dong, J Xie, Y Ying, J Ping - Biosensors and Bioelectronics, 2020 - Elsevier
The rapidly growing demand for humidity sensing in various applications such as
noninvasive epidermal sensing, water status tracking of plants, and environmental …

Nanobiotechnology approaches for engineering smart plant sensors

JP Giraldo, H Wu, GM Newkirk, S Kruss - Nature nanotechnology, 2019 - nature.com
Nanobiotechnology has the potential to enable smart plant sensors that communicate with
and actuate electronic devices for improving plant productivity, optimize and automate water …

Emerging wearable sensors for plant health monitoring

G Lee, Q Wei, Y Zhu - Advanced Functional Materials, 2021 - Wiley Online Library
Emerging plant diseases, caused by pathogens, pests, and climate change, are critical
threats to not only the natural ecosystem but also human life. To mitigate crop loss due to …

Multimodal plant healthcare flexible sensor system

Y Lu, K Xu, L Zhang, M Deguchi, H Shishido, T Arie… - ACS …, 2020 - ACS Publications
The rising global human population and increased environmental stresses require a higher
plant productivity while balancing the ecosystem using advanced nanoelectronic …

Real-time monitoring of plant stresses via chemiresistive profiling of leaf volatiles by a wearable sensor

Z Li, Y Liu, O Hossain, R Paul, S Yao, S Wu… - Matter, 2021 - cell.com
Determination of plant stresses such as infections by plant pathogens is currently dependent
on time-consuming and complicated analytical technologies. Here, we report a leaf …

Plant bioelectronics and biohybrids: the growing contribution of organic electronic and carbon-based materials

G Dufil, I Bernacka-Wojcik, A Armada-Moreira… - Chemical …, 2021 - ACS Publications
Life in our planet is highly dependent on plants as they are the primary source of food,
regulators of the atmosphere, and providers of a variety of materials. In this work, we review …

Current understanding, challenges and perspective on portable systems applied to plant monitoring and precision agriculture

DL Presti, J Di Tocco, C Massaroni, S Cimini… - Biosensors and …, 2023 - Elsevier
The devastating effects of global climate change on crop production and exponential
population growth pose a major challenge to agricultural yields. To cope with this problem …