Characterising the Agriculture 4.0 Landscape—Emerging Trends, Challenges and Opportunities

Agronomy, Journal Year: 2021, Volume and Issue: 11(4), P. 667 - 667

Published: April 1, 2021

Investment in technological research is imperative to stimulate the development of sustainable solutions for agricultural sector. Advances Internet Things, sensors and sensor networks, robotics, artificial intelligence, big data, cloud computing, etc. foster transition towards Agriculture 4.0 era. This fourth revolution currently seen as a possible solution improving growth, ensuring future needs global population fair, resilient way. In this context, article aims at characterising current landscape. Emerging trends were compiled using semi-automated process by analysing relevant scientific publications published past ten years. Subsequently, literature review focusing these was conducted, with particular emphasis on their applications real environments. From results study, some challenges are discussed, well opportunities research. Finally, high-level cloud-based IoT architecture presented, serving foundation designing smart systems. It expected that work will positively impact around systems, providing clear characterisation concept along guidelines assist actors successful digitalisation

Language: Английский

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Application of digital technologies for ensuring agricultural productivity

Heliyon, Journal Year: 2023, Volume and Issue: 9(12), P. e22601 - e22601

Published: Nov. 21, 2023

Over the decades, agri-food security has become one of most critical concerns in world. Sustainable production technologies have been reliable mitigating poverty caused by high demands for food. Recently, applications system meaningfully changing worldwide scene due to both external strengths and internal forces. Digital agriculture (DA) is a pioneering technology helping meet growing global demand sustainable food production. Integrating different sub-branches DA such as artificial intelligence, automation robotics, sensors, Internet Things (IoT) data analytics into practices reduce waste, optimize farming inputs enhance crop This can help shift from tedious operations continuously automated processes, resulting increasing agricultural enabling traceability products processes. The application provides producers with accurate real-time observations regarding features influencing their productivity, plant health, soil quality, weather conditions, pest disease pressure. Analyzing results achieved scholars make better decisions increase yields, improve efficiency, costs, manage resources. core focus current work clarify benefits some discuss challenges practical field, highlight future perspectives DA. review paper open new directions speed up on farm link traditional modern technologies.

Language: Английский

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Industry 4.0 digital technologies enhancing sustainability: Applications and barriers from the agricultural industry in an emerging economy

Journal of Cleaner Production, Journal Year: 2023, Volume and Issue: 408, P. 137208 - 137208

Published: April 17, 2023

Digital technologies are powerful innovations that can enhance operational improvements and social environmental sustainability. This phenomen is amplified for developing countries characterised by agricultural-centered economies. The need of understanding impacts, benefits obstacles implementing digital crucial the economy, environment society those entire planet. Hence, this study provides a detailed Industry 4.0 technology in agricultural industry barriers might impede its wider adoption. First, A qualitative research was conducted through an exploratory single case study, analysing different business units multinational firm to discover application relative country. Then, quantitative approach, were clustered, rated ranked. highlights technologies' impacts optimising operations resource use. Findings reveal drones, Internet Things sensors, Cloud, Big Data analytics among most beneficial industry, while impactful scarce government support limited access foreign markets, followed economic, technological, cultural barriers.

Language: Английский

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A Systematic Review of Agricultural Sustainability Indicators

Agriculture, Journal Year: 2023, Volume and Issue: 13(2), P. 241 - 241

Published: Jan. 19, 2023

A rapidly expanding field, sustainable agriculture aims to produce food and energy for people today future generations. The sustainability concept is different in every field; thus, the indicators are unique any area country. Sustainable contains three main dimensions: economic, environmental, social. has been focus of researchers past twenty-five years attracted much attention. Many tried identify these dimensions, but there a lack new research concerned with grouping all together. Moreover, will change year, so list needs be frequently updated. This study follows protocol SALSA (Search, Appraisal, Synthesis, Analysis) PRISMA (Preferred Reporting Items Systematic Reviews Meta-Analyses). Web Science (WoS) was used literature search. total 101 were found from previous studies social, environment, economic. In order measure most important agriculture, paper proposes an appropriate set indicators, as well providing papers analyzed by year publication, continent, topic.

Language: Английский

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Recent advances in the use of digital technologies in agri-food processing: A short review

Applied Food Research, Journal Year: 2023, Volume and Issue: 3(2), P. 100329 - 100329

Published: Aug. 2, 2023

This review provides an overview of recent advances in the use digital technologies agri-food processing. With increasing demand for food, industry must produce more food with fewer resources while also addressing sustainability concerns. Digital technologies, such as Internet Things, artificial intelligence, blockchain, and robotics, are transforming way is produced, processed, distributed. These offer several benefits, including increased efficiency, improved product quality safety, reduced waste, environmental sustainability. enable real-time monitoring critical parameters, temperature, pH, moisture, which can help prevent spoilage, reduce ensure that safe high-quality reaches consumers. The covers challenges opportunities wider adoption sector, well potential future developments. has to undergo a revolutionary transformation tackle significant by embracing technologies.

Language: Английский

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Application of Precision Agriculture Technologies for Sustainable Crop Production and Environmental Sustainability: A Systematic Review

The Scientific World JOURNAL, Journal Year: 2024, Volume and Issue: 2024(1)

Published: Jan. 1, 2024

Precision agriculture technologies (PATs) transform crop production by enabling more sustainable and efficient agricultural practices. These utilize data-driven approaches to optimize the management of crops, soil, resources, thus enhancing both productivity environmental sustainability. This article reviewed application PATs for sustainability around globe. Key components PAT include remote sensing, GPS-guided equipment, variable rate technology (VRT), Internet Things (IoT) devices. Remote sensing drones deliver high-resolution imagery data, precise monitoring health, soil conditions, pest activity. machinery ensures accurate planting, fertilizing, harvesting, which reduces waste enhances efficiency. VRT optimizes resource use allowing farmers apply inputs such as water, fertilizers, pesticides at varying rates across a field based on real-time data specific requirements. over-application minimizes impact, nutrient runoff greenhouse gas emissions. IoT devices sensors provide continuous conditions status, timely informed decision-making. The contributes significantly promoting practices that conserve reduce chemical usage, enhance health. By precision operations, these impact farming, while simultaneously boosting yields profitability. As global demand food increases, offers promising pathway achieving ensuring long-term

Language: Английский

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Potential Role of Technology Innovation in Transformation of Sustainable Food Systems: A Review

Agriculture, Journal Year: 2021, Volume and Issue: 11(10), P. 984 - 984

Published: Oct. 9, 2021

Advanced technologies and innovation are essential for promoting sustainable food systems (SFSs) because these can be used to answer some of the critical questions needed transform SFSs help us better understand global security nutrition. The main objective this study is address question whether technological innovations have an impact on transformation SFSs. There certain including agricultural land utilization, processing, production systems, improvement in diets according people’s needs, management waste products. This provides overview new being with potential Applications emerging digital agriculture, Internet Things (IoT), artificial intelligence machine learning, drones, use physical (e.g., advanced robotics, autonomous vehicles, materials), gene technology biofortified crops, genome-wide selection, genome editing), discussed study. Additionally, we suggest eight action initiatives, which transforming mindsets, enabling social licensing, changing policies regulations, designing market incentives, safeguarding against undesirable effects, ensuring stable finance, building trust, developing transition pathways that hasten more We conclude appropriate permits play a role enhancing adoption modern promote

Language: Английский

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Digitalization in Food Supply Chains: A Bibliometric Review and Key-Route Main Path Analysis

Sustainability, Journal Year: 2021, Volume and Issue: 14(1), P. 83 - 83

Published: Dec. 22, 2021

Technological advances such as blockchain, artificial intelligence, big data, social media, and geographic information systems represent a building block of the digital transformation that supports resilience food supply chain (FSC) increases its efficiency. This paper reviews literature surrounding digitalization in FSCs. A bibliometric key-route main path analysis was carried out to objectively analytically uncover knowledge development within context sustainable The research began with selection 2140 articles published over nearly five decades. Then, were examined according several metrics year publication, countries, institutions, sources, authors, keywords frequency. keyword co-occurrence network generated cluster relevant literature. Findings review indicate at intersection technology FSC has gained substantial interest from scholars. On basis network, is focused on role communication for agriculture security, waste circular economy, merge Internet Things blockchain FSC. uncovers three critical periods marking technology-enabled study offers scholars better understanding agri-food industry current gaps future research. Practitioners may find useful remain ahead latest discussions To authors’ best knowledge, one few endeavors explore FSCs using comprehensive sample journal during past

Language: Английский

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Digitalization and Future Agro-Food Supply Chain Management: A Literature-Based Implications

Sustainability, Journal Year: 2021, Volume and Issue: 13(21), P. 12181 - 12181

Published: Nov. 4, 2021

Achieving transition towards sustainable and resilient food systems is a critical issue on the current societal agenda. This study examined potential contribution of digitalization system to such by reviewing 76 relevant journal articles, indexed Scopus database, using integrative literature review approach descriptive content analysis with MAXQDA 2020 software. ‘Blockchain’ was top hit among keywords main concepts applied system. The UK as country Europe continent were found lead scientific research digitalization. Use digital technologies blockchain, Internet Things, big-data analytics, artificial intelligence, related information communications identified enablers. Traceability, sustainability, resilience crises COVID-19 pandemic, reducing waste key benefit areas associated for different commodities. Challenges practical applications infrastructure cost, knowledge skill, law regulations, nature technologies, identified. Developing policies supporting development, educating training people could facilitate fuller

Language: Английский

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Intelligent System for Estimation of the Spatial Position of Apples Based on YOLOv3 and Real Sense Depth Camera D415

Symmetry, Journal Year: 2022, Volume and Issue: 14(1), P. 148 - 148

Published: Jan. 13, 2022

Despite the great possibilities of modern neural network architectures concerning problems object detection and recognition, output such models is local (pixel) coordinates objects bounding boxes in image their predicted classes. However, several practical tasks, it necessary to obtain more complete information about from image. In particular, for robotic apple picking, clearly understand where how much move grabber. To determine real position relative source registration, proposed use Intel Real Sense depth camera aggregate its brightness channels. The apples carried out using YOLOv3 architecture; then, based on distance localization image, distances are calculated all coordinates. this case, apples, a transition symmetric coordinate system takes place by means simple linear transformations. Estimating allows estimating not only magnitude shift but also location camera. approach makes possible estimates with high accuracy. approximate root mean square error 7–12 mm, depending range axis. As precision recall metrics, first 100% second 90%.

Language: Английский

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