Real-time remote corn growth monitoring system using plant wearable fiber Bragg grating sensor

被引:0
|
作者
Zhang, Wei [1 ,2 ]
Awais, Muhammad [1 ,2 ]
Naqvi, Syed Muhammad Zaigham Abbas [1 ,2 ]
Xiong, Yani [1 ,2 ]
Li, Linze [1 ,2 ]
Zang, Yiheng [1 ,2 ]
Ahmed, Shakeel [1 ,2 ]
Wu, Junfeng [1 ,2 ]
Zhang, Hao [1 ,2 ]
Abdulraheem, Mukhtar Iderawumi [1 ,2 ]
Raghavan, Vijaya [3 ]
Ping, Jianfeng [4 ]
Hu, Jiandong [1 ,2 ,5 ]
机构
[1] Henan Agr Univ, Coll Mech & Elect Engn, Zhengzhou 450002, Peoples R China
[2] Henan Int Joint Lab Laser Technol Agr Sci, Zhengzhou 450002, Peoples R China
[3] McGill Univ, Fac Agr & Environm Studies, Dept Bioresource Engn, Sainte Anne de Bellevue, PQ H9X 3V9, Canada
[4] Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310000, Peoples R China
[5] State Key Lab Wheat & Maize Crop Sci, Zhengzhou 45002, Peoples R China
基金
国家科技攻关计划;
关键词
Crop growth monitoring; Fiber Bragg grating; Plant wearable sensor; Axial growth; Radial growth;
D O I
10.1016/j.compag.2024.109538
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Modern plant physiology and environmental factor quantification technologies rely on non-contact spectroscopy, airborne/satellite photography, and machine vision. Unfortunately, many plant health monitoring systems lack spatial and temporal resolution, continuous, dependable data, and the ability to track plant health or understand how biological and environmental factors influence plant growth. Some current methods are insufficient for realtime crop monitoring due to electromagnetic interference and biocompatibility. This paper presents a novel fiber Bragg grating (FBG) sensor system with flexible silicone clamps for monitoring corn ear growth over time. To measure the axial growth distance, a camera takes images of the corn ears at the same time, while a graduated circular tower is developed to measure the radial dimensions. To investigate how environmental conditions influence corn development, a unique circuit board was created to monitor temperature, humidity, and light intensity. In this experiment, the FBG sensor system was designed to measure corn ear axial and radial growth for 72 h. The experimental results demonstrate that on average the corn ear grows 1.25 mm axially and has a sensitivity of 0.01 nm/mm. Furthermore, the slope of the fitted line (= = 0.04 nm/mm) indicates the radial clamps sensitivity, with an average increase in corn ear girth of 5.41 mm. This study used a low-cost integrated flexible silicone clamp to hold the FBG sensor without impeding plant growth. As a result, even in challenging field conditions, the sensor can monitor the axial and circumferential growth of corn ears. These discoveries will aid in the adoption and improvement of cutting-edge technology in smart agriculture applications, providing important data for crop yields and agricultural advantages.
引用
收藏
页数:9
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