Design of a smart LED lamp to monitor insect populations in an integrated pest management approach

Carvalho, Maicon William Machado; Hickel, Eduardo Rodrigues; Bertoldi, Bruno; Knabben, Gustavo Carlos; Novaes, Yales Rômulo de

doi:10.1590/1807-1929/agriambi.v25n4p270-276

Cited by 6 publications

(3 citation statements)

References 18 publications

(20 reference statements)

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“…However, it is important to note that fluorescent lamps emit mercury, which can cause environmental pollution ( Li et al., 2018 ). In contrast, LED lamps have been considered safer to operate and have lower energy consumption compared to fluorescent lamps making them an attractive option for controlled environment cultivation ( De Carvalho et al., 2021 ). The effects of different light sources, including fluorescent lamps, LEDs, and high-pressure sodium (HPS) lamps, on plant growth and development have been extensively studied.…”

Section: Role Of Hardening Acclimatization and Transplantationmentioning

confidence: 99%

Advancing horizons in vegetable cultivation: a journey from ageold practices to high-tech greenhouse cultivation—a review

Ahmed,

Zhang,

Deng

et al. 2024

Front. Plant Sci.

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Vegetable cultivation stands as a pivotal element in the agricultural transformation illustrating a complex interplay between technological advancements, evolving environmental perspectives, and the growing global demand for food. This comprehensive review delves into the broad spectrum of developments in modern vegetable cultivation practices. Rooted in historical traditions, our exploration commences with conventional cultivation methods and traces the progression toward contemporary practices emphasizing the critical shifts that have refined techniques and outcomes. A significant focus is placed on the evolution of seed selection and quality assessment methods underlining the growing importance of seed treatments in enhancing both germination and plant growth. Transitioning from seeds to the soil, we investigate the transformative journey from traditional soil-based cultivation to the adoption of soilless cultures and the utilization of sustainable substrates like biochar and coir. The review also examines modern environmental controls highlighting the use of advanced greenhouse technologies and artificial intelligence in optimizing plant growth conditions. We underscore the increasing sophistication in water management strategies from advanced irrigation systems to intelligent moisture sensing. Additionally, this paper discusses the intricate aspects of precision fertilization, integrated pest management, and the expanding influence of plant growth regulators in vegetable cultivation. A special segment is dedicated to technological innovations, such as the integration of drones, robots, and state-of-the-art digital monitoring systems, in the cultivation process. While acknowledging these advancements, the review also realistically addresses the challenges and economic considerations involved in adopting cutting-edge technologies. In summary, this review not only provides a comprehensive guide to the current state of vegetable cultivation but also serves as a forward-looking reference emphasizing the critical role of continuous research and the anticipation of future developments in this field.

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Section: Role Of Hardening Acclimatization and Transplantationmentioning

confidence: 99%

Advancing horizons in vegetable cultivation: a journey from ageold practices to high-tech greenhouse cultivation—a review

Ahmed,

Zhang,

Deng

et al. 2024

Front. Plant Sci.

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“…Chemicals control of lepidopteran defoliators were not used in the plantation since six months before the first trap installation. A 3 L plastic container with a diameter of 12 cm was fixed to the trap bottom and filled with a solution of 200 mL of hydrated ethanol (70%) mixed with 3 mL of household detergent to quickly sacrifice, preserve and reduce the surface tension of the solution and the damage to insects besides reducing their escape (Mafia et al, 2018;Carvalho et al, 2021).…”

Section: Lepidopterans and Their Natural Enemy' Collectionmentioning

confidence: 99%

Ecological importance of lepidopteran defoliators on eucalyptus plantations based in faunistic and natural enemy analyses

et al. 2023

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Areas planted with Eucalyptus urophylla S.T. Blake variety platyphylla F. Muell. (Myrtaceae) expand annually in most regions of Brazil. Many lepidopteran species defoliate this plant, but with damage varying per species. The objective of this study was to identify the pest status of lepidopteran defoliators based in the faunistic analysis of these insects and of their natural enemies on E. urophylla variety platyphylla plantations in a representative producing region of Brazil. Adult moths of lepidopterans and of their natural enemies were captured using a light trap, installed every two weeks, from September 2016 to August 2018. A total of 183, 10, three and 139 lepidopteran species was captured and classified as primary, secondary, without defined importance to eucalypt plants and non-identified with 1,419, seven, 465 and 876 individuals, respectively. Two primary pest species were constants, two accessories and six accidentals and all secondary ones were accidentals. Six primary pest species were common and dominant and four non-dominants. Faunistic indices indicated the main lepidopteran species that should be monitored in pest management programs. Seven hymenopteran species (65 individuals), three dipterans (49 individuals) and two hemipterans (four individuals) were the natural enemies collected using light traps. The monitoring of lepidopteran pests with light traps can contribute to the management and to reduce damage and control costs for these species, besides identifying natural enemies for biological control programs in Eucalyptus plantations.

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“…In most cases, SIL-IoTs nodes are deployed in the wild. Because of the harsh environment, SIL-IoTs nodes are vulnerable to unpredicted faults, such as line open-circuit (OC), circuit board damage, and lure lamp damage [3], [4]. Furthermore, the remote deployment location and large-scale network make SIL-IoT maintenance difficult.…”

Section: Introductionmentioning

confidence: 99%

SILOS: An Intelligent Fault Detection Scheme for Solar Insecticidal Lamp IoT With Improved Energy Efficiency

Yang

Liu

et al. 2023

IEEE Internet Things J.

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Solar Insecticidal Lamp Internet of Things (SIL-IoTs) nodes are susceptible to failures due to the harsh environment, burn-in, theft, and vandalism in the agricultural setting. Most state-of-the-art research mainly focuses on fault detection without considering hardware and communication performance in terms of potential fault modes, energy consumption, and network loads. This study presents a completely decentralized solution, namely a SIL-Oriented binary Sliding window-based fault self-detection scheme (SILOS), which can be performed on each SIL-IoTs node. The problem we are trying to answer is how to detect faults as accurately as possible while keeping the communication overhead, memory, and computational costs low. Specifically, we develop a fault dictionary concept to 1) model the faults of SIL-IoTs nodes, 2) construct the fault dictionary according to the characteristics of measurements, and 3) detect faults via the fault dictionary. In addition, a binarybased sliding window (BSW) fault self-detection approach is proposed to save detection costs and reduce the false alarm rate (with only 92B system caches). A series of experiments are performed to evaluate the performance of the proposed method. The result demonstrates that the BSW method can detect faults with an average accuracy of 99.14% with less than 1% energy consumption. By only sending the fault code, 71B data (i.e., data transmitting and forwarding) can be reduced, saving energy consumption, and decreasing network congestion.

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Design of a smart LED lamp to monitor insect populations in an integrated pest management approach

Cited by 6 publications

References 18 publications

Advancing horizons in vegetable cultivation: a journey from ageold practices to high-tech greenhouse cultivation—a review

Advancing horizons in vegetable cultivation: a journey from ageold practices to high-tech greenhouse cultivation—a review

Ecological importance of lepidopteran defoliators on eucalyptus plantations based in faunistic and natural enemy analyses

SILOS: An Intelligent Fault Detection Scheme for Solar Insecticidal Lamp IoT With Improved Energy Efficiency

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