IoT-based Plant Health Analysis using Optical Sensors in Precision Agriculture

Bagha, Hamid; Yavari, Ali; Georgakopoulos, Dimitrios

doi:10.1109/dicta52665.2021.9647066

Cited by 4 publications

(3 citation statements)

References 20 publications

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“…Plant health is observed through the leaves. The advancement of technologies allows leave analysis, through (1) IoT-based system applying image processing machine learning techniques [54,55] or (2) IoT-based system using optical analysis [56,57]. The condition of the plant, including any diseases or excess or deficiency in nutrients and water, is indicated by the state of the leaves.…”

Section: Plant Health Monitoringmentioning

confidence: 99%

“…The plant-health-monitoring approach used in Ref. [56], monitors the plant based on a health cycle, by observing the leaves from green-yellow to completely dry. The authors first demonstrated the indoor implementation where the temperature and light are under control, the image of the plant is captured by RGB camera and multi-spectral data are captured with a micro spectrometer.…”

Section: Plant Health Monitoringmentioning

confidence: 99%

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Internet of Things for Crop Farming: A Review of Technologies and Applications

Ndjuluwa,

Adebisi,

Dayoub

2023

Commodities

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Climate change, soil erosion, and degradation among others affect the growth and production of crops. Soil is suffering from intensive farming and unsustainable soil disturbance, leading to severe soil degradation. The Internet of Things (IoT) allows the monitoring of crucial environmental parameters such as soil nutrients, moisture, humidity, and temperature. A pre-understanding of these parameters allows agriculturists to use the optimum quantity of water and fertilizer for different types of soil. Soil fertility can be detected by using NPK sensors. The Internet of Things (IoT) brought a new face to the crop farming approach where conventional methods are automated and/or remotely controlled to improve crop farming. In this paper, a survey on IoT technologies for crop farming including sensors, communication, and network protocols in crop farming activities is considered. Additionally, applications of IoT technologies in soil management and monitoring, growth and yield estimation, and quality control mechanisms are presented.

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Section: Plant Health Monitoringmentioning

confidence: 99%

Section: Plant Health Monitoringmentioning

confidence: 99%

Internet of Things for Crop Farming: A Review of Technologies and Applications

Ndjuluwa,

Adebisi,

Dayoub

2023

Commodities

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“…Additionally, multispectral sensors can assess plant health through changes in color and reflectance. These technologies enhance precision and efficiency in vertical farming [111]. Recently, portable optical sensors have been developed to monitor plant stress, offering a valuable tool for early diagnosis and realtime plant health assessment on farms [112].…”

Section: Plant Monitoring and Control Systemsmentioning

confidence: 99%

Technological Trends and Engineering Issues on Vertical Farms: A Review

Kabir,

Reza,

Chowdhury

et al. 2023

Horticulturae

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Vertical farming has emerged as a promising solution to cope with increasing food demand, urbanization pressure, and limited resources and to ensure sustainable year-round urban agriculture. The aim of this review was to investigate the evolving technological landscape and engineering considerations, with a focus on innovative developments and future prospects. This paper presents technological trends in vertical farming, covering advances in sensing technologies, monitoring and control systems, and unmanned systems. It also highlights the growing role of artificial intelligence (AI) in contributing to data-driven decision-making and the optimization of vertical farms. A global perspective on vertical farming is presented, including the current status and advanced technological trends across regions like Asia, the USA, and Europe. Innovative concepts and upcoming enterprises that could shape the future of vertical agriculture are explored. Additionally, the challenges and future prospects of vertical farming are also addressed, focusing on crop production limitations, environmental sustainability, economic feasibility, and contributions to global food security. This review provides guidance on the state of vertical farming, technological advancements, global trends, challenges, and prospects, offering insights into the roles of researchers, practitioners, and policymakers in advancing sustainable vertical agriculture and food security.

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A Survey on Computational Aptitudes towards Precision Agriculture using Data Mining

Murali

Anouncia

2022

2022 3rd International Conference on Smart Electronics and Communication (ICOSEC)

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IoT-based Plant Health Analysis using Optical Sensors in Precision Agriculture

Cited by 4 publications

References 20 publications

Internet of Things for Crop Farming: A Review of Technologies and Applications

Internet of Things for Crop Farming: A Review of Technologies and Applications

Technological Trends and Engineering Issues on Vertical Farms: A Review

A Survey on Computational Aptitudes towards Precision Agriculture using Data Mining

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