Agricultural Data Fusion for SmartAgro Telemetry System

Marcu, Ioana; Drăgulinescu, Ana–Maria; Florea, Carmen; Balaceanu, Cristina Mihaela; Dobrea, Marius; Suciu, George

doi:10.25046/aj0505152

Cited by 2 publications

(1 citation statement)

References 15 publications

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“…We have noted that this architecture can be customized according to context and the needs of the solution, having more intermediate sublayers. Marcu et al. (2020) have introduced a SmartAgro telemetry system that can remotely monitor underlying crop conditions consisting of a local storage layer for processing the sensor data and an edge layer with decision-making capability for analyzing sensor data in real-time and filtering them without any latency.…”

Section: Why Smart Agriculture?mentioning

confidence: 99%

Towards making the fields talks: A real-time cloud enabled IoT crop management platform for smart agriculture

Thilakarathne

Bakar²,

Abas³

et al. 2023

Front. Plant Sci.

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Agriculture is the primary and oldest industry in the world and has been transformed over the centuries from the prehistoric era to the technology-driven 21st century, where people are always solving complex problems with the aid of technology. With the power of Information and Communication Technologies (ICTs), the world has become a global village, where every digital object that prevails in the world is connected to each other with the Internet of Things (IoT). The fast proliferation of IoT-based technology has revolutionized practically every sector, including agriculture, shifting the industry from statistical to quantitative techniques. Such profound transformations are reshaping traditional agricultural practices and generating new possibilities in the face of various challenges. With the opportunities created, farmers are now able to monitor the condition of crops in real time. With the automated IoT solutions, farmers can automate tasks in the farmland, as these solutions are capable of making precise decisions based on underlying challenges and executing actions to overcome such difficulties, alerting farmers in real-time, eventually leading to increased productivity and higher harvest. In this context, we present a cloud-enabled low-cost sensorized IoT platform for real-time monitoring and automating tasks dealing with a tomato plantation in an indoor environment, highlighting the necessity of smart agriculture. We anticipate that the findings of this study will serve as vital guides in developing and promoting smart agriculture solutions aimed at improving productivity and quality while also enabling the transition to a sustainable environment.

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Section: Why Smart Agriculture?mentioning

confidence: 99%

Towards making the fields talks: A real-time cloud enabled IoT crop management platform for smart agriculture

Thilakarathne

Bakar²,

Abas³

et al. 2023

Front. Plant Sci.

View full text Add to dashboard Cite

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The potential of Industry 4.0 technologies in transforming agricultural and livestock practices: a systematic review

Pletsch,

Stenger,

Sehnem

2024

IJPCC

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Purpose This research centres on how digital technologies are revolutionizing agriculture, affording farmers improved access to information, crop forecasts, markets and innovations, in addition to facilitating training and other benefits. The purpose of this investigation is to examine how technologies used in the Agro 4.0 industry facilitate agricultural and livestock practices. Design/methodology/approach A thorough examination of the existing literature on this subject was conducted, encompassing articles published between 2013 and 2023 that have been catalogued in Scopus and the Web of Science. Findings The analysis of these studies reveals the growing significance of innovations such as artificial intelligence, blockchain, precision agriculture, the Internet of Things (IoT) and robotics in the transformation of agriculture and livestock farming. The implementation of these technologies is occurring across various sectors of agricultural production, including livestock production, shrimp farming, vertical farming, supply chains, irrigation, grain inspection, the dairy sector and smart farms. The impacts identified include improvements in productivity, intelligent analysis systems, operational efficiency, transparency and reliability, management per square metre, optimization, environmental sustainability, animal welfare, enhancement of food security and risk reduction. Originality/value Therefore, the contributions of technologies are associated with data-based decision-making, digital skills to maximize agribusiness performance, digital transformation in the field and competitiveness in the global market.

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Agricultural Data Fusion for SmartAgro Telemetry System

Cited by 2 publications

References 15 publications

Towards making the fields talks: A real-time cloud enabled IoT crop management platform for smart agriculture

Towards making the fields talks: A real-time cloud enabled IoT crop management platform for smart agriculture

The potential of Industry 4.0 technologies in transforming agricultural and livestock practices: a systematic review

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