Technological Forecasting and Social Change, Journal Year: 2023, Volume and Issue: 200, P. 123149 - 123149
Published: Dec. 21, 2023
Language: Английский
International Journal of Intelligent Networks, Journal Year: 2022, Volume and Issue: 3, P. 150 - 164
Published: Jan. 1, 2022
Agriculture 4.0 represents the fourth agriculture revolution that uses digital technologies and moves toward a smarter, more efficient, environmentally responsible sector. Agricultural have emerged to enhance sustainability discover effective farm methods. This encompasses all digitalisation automation processes in business our daily lives, including Big Data, Artificial Intelligence (AI), robots, Internet of Things (IoT), virtual augmented reality. These technological advancements are having profound impact on lives. From technical standpoint, it brings us precision agriculture. provides data-driven strategy for efficiently growing maintaining crops cultivable land, enabling farmers use most resources at their disposal. Throughout supply chain, operations create massive volumes data. Most this information was previously untouched, but with help big data technologies, such can be used improve performance production any crop. Depending crop type its growth needs, digitised harvesters handle huge areas various situations, particularly paper is brief about condition. Smart farming, Various key specific domains Exploring Domain discussed detail and, finally, identified significant applications technologies. essential lives since they simplify duties without recognising them. In systems, fleets equipment employ current infrastructures like cloud computing connect, identify processing condition different regions requirement input materials coordinate machinery.
Language: Английский
Citations
372
European Review of Agricultural Economics, Journal Year: 2023, Volume and Issue: 50(4), P. 1277 - 1309
Published: June 27, 2023
Abstract Digitalisation is rapidly transforming the agri-food sector. This paper investigates emerging opportunities, challenges and policy options. We show that digital innovations can contribute to more sustainable resilient agricultural systems. For example, enable increased productivity, reduced environmental footprints higher resilience of farms. However, these optimistic outcomes increasing digitalisation sector will not emerge on their own, but this development comes with several challenges, costs risks, e.g. in economic, social ethical dimensions. provide recommendations explore opportunities avoid risks. Moreover, we discuss implications for future research economics.
Language: Английский
Citations
80
Computers and Electronics in Agriculture, Journal Year: 2022, Volume and Issue: 202, P. 107336 - 107336
Published: Sept. 16, 2022
Language: Английский
Citations
76
IEEE Access, Journal Year: 2023, Volume and Issue: 11, P. 145813 - 145852
Published: Jan. 1, 2023
The increasing food scarcity necessitates sustainable agriculture achieved through automation to meet the growing demand. Integrating Internet of Things (IoT) and Wireless Sensor Networks (WSNs) is crucial in enhancing production across various agricultural domains, encompassing irrigation, soil moisture monitoring, fertilizer optimization control, early-stage pest crop disease management, energy conservation. application protocols such as ZigBee, WiFi, SigFox, LoRaWAN are commonly employed collect real-time data for monitoring purposes. Embracing advanced technology imperative ensure efficient annual production. Therefore, this study emphasizes a comprehensive, future-oriented approach, delving into IoT-WSNs, wireless network protocols, their applications since 2019. It thoroughly discusses overview IoT WSNs, architectures summarization protocols. Furthermore, addresses recent issues challenges related IoT-WSNs proposes mitigation strategies. provides clear recommendations future, emphasizing integration aiming contribute future development smart systems.
Language: Английский
Citations
70
Green Technologies and Sustainability, Journal Year: 2023, Volume and Issue: 1(2), P. 100021 - 100021
Published: March 8, 2023
Global food insecurity has become a significant concern, especially for emerging economies. The crisis been exacerbated recently due to the intense supply chain disruption resulting from COVID-19 pandemic and ongoing Russia–Ukraine war. Agriculture 4.0, which combines conventional agriculture with various modern cutting-edge technologies, might help in this regard improve security. In such context, it is essential accurately identify pertinent drivers of 4.0 implementation ensure sustainability security This study, therefore, aims classify, assess, analyze hierarchical relationships among context an economy like Bangladesh, combining Pareto analysis, fuzzy theory, total interpretative structural modeling (TISM), Matriced' Impacts Cruoses Multiplication Applique un Classement (MICMAC) analysis. Based on literature review expert feedback, eighteen factors were identified initially. After employing top thirteen have further analyzed using TISM MICMAC examine their interrelationships. study findings indicate that "Automation & Robotics lessen usage manual labor", "Augmented reality (AR) training new farmers guiding tool evaluation," "Providing adequate financial incentives impoverished building storage facilities" are three most influential implement 4.0. expected contribute significantly future innovation development sector, eliminate hunger regional It potential assist practitioners industry leaders economies strategic decision-making achieving agricultural sector thus achieve relevant SDGs.
Language: Английский
Citations
67
Electronics, Journal Year: 2023, Volume and Issue: 12(12), P. 2651 - 2651
Published: June 13, 2023
Throughout human history, agriculture has undergone a series of progressive transformations based on ever-evolving technologies in an effort to increase productivity and profitability. Over the years, farming methods have evolved significantly, progressing from Agriculture 1.0, which relied primitive tools, 2.0, incorporated machinery advanced practices, subsequently 3.0, emphasized mechanization employed intelligent technology enhance levels. To further automate agricultural while minimizing inputs pollutants, new approach management concepts fourth industrial revolution is being embraced gradually. This referred as “Agriculture 4.0” mainly implemented through use Internet Things (IoT) technologies, enabling remote control sensors actuators efficient collection transfer data. In addition, fueled by such robotics, artificial intelligence, quantum sensing, four-dimensional communication, form smart agriculture, called 5.0,” now emerging. 5.0 can exploit growing 5G network infrastructure basis. However, only 6G-IoT networks will be able offer technological advances that allow full expansion 5.0, inferred relevant scientific literature research. this article, we first introduce scope well key features leveraged much-anticipated communication systems. We then highlight importance influence these developing advancement conclude with discussion future challenges opportunities.
Language: Английский
Citations
60
Journal of Sensor and Actuator Networks, Journal Year: 2024, Volume and Issue: 13(4), P. 39 - 39
Published: July 8, 2024
This paper explores the potential of smart crop management based on incorporation tools like digital agriculture, which considers current technological applied in such as Internet Things (IoT), remote sensing, and artificial intelligence (AI), to improve production efficiency sustainability. is essential context varying climatic conditions that affect availability resources for agriculture. The integration IoT sensor networks can allow farmers obtain real-time data their crops, assessing key health factors, soil conditions, plant water status, presence pests, environmental among others, finally result data-based decision-making optimize irrigation, fertilization, pest control. Also, this be enhanced by incorporating drones unmanned aerial vehicles (UAVs), increase monitoring capabilities through comprehensive field surveys high-precision growth tracking. On other hand, big analytics AI are crucial analyzing extensive datasets uncover patterns trends provide valuable insights improving agricultural practices. highlights advancements applications management, addressing challenges barriers global adoption these new types technologies emphasizing need ongoing research collaboration achieve sustainable efficient production.
Language: Английский
Citations
56
Artificial Intelligence Review, Journal Year: 2023, Volume and Issue: 56(11), P. 13373 - 13406
Published: April 11, 2023
Language: Английский
Citations
46
Sustainability, Journal Year: 2024, Volume and Issue: 16(2), P. 475 - 475
Published: Jan. 5, 2024
Agriculture is essential to the existence of human race, as well foundation our civilization, because it provides food, fuel, fiber, and other resources necessary for survival; however, facing critical challenges due anthropogenic climate change, which hampers food nutritional security. Consequently, agriculture industry must adjust farming issues, such shift in global temperatures environmental degradation, scarcity farm workers, population growth, dietary changes. Several measures have been implemented enhance agricultural productivity, including plant breeding, genetic engineering, precision agriculture. In recent years, world has witnessed burgeoning development novel scientific innovations technological advancements enabled by drones, smart sensors, robotics, remote sensing, resulting a plethora revolutionary methods that can be applied real-time crop modeling, high-throughput phenotyping, weather forecasting, yield prediction, fertilizer application, disease detection, market trading, practices, practices vital yield, quality. Furthermore, rise big data, advanced analytics, falling technology costs, faster internet connections, increased connectivity, increases computational power are all part current digitalization wave potential support commercial achieving its goals farming, resilience, sustainability. These technologies enable efficient monitoring crops, soil, conditions over large areas, providing farmers with data precise management optimizes productivity minimizes impacts. Though significant potential, like high implementation security concerns, inadequate digital literacy among remain. summary, rapidly transforming from conventional offering solutions, resource utilization, minimized input costs while fostering farmer livelihoods economic growth. Delivering comprehensive view how could help tackling issues degradation threatened biodiversity, this perspective emphasizes perks digitalization. Future may involve encryption, literacy, particular policies.
Language: Английский
Citations
41
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Journal Year: 2024, Volume and Issue: 17, P. 5920 - 5945
Published: Jan. 1, 2024
Agriculture can be regarded as the backbone of human civilization. As technology evolved, synergy between agriculture and remote sensing has brought about a paradigm shift, thereby entirely revolutionizing traditional agricultural practices. Nevertheless, adoption technologies in face various challenges terms limited spatial temporal coverage, high cloud cover, low data quality so on. Industry 5.0 marks new era industrial revolution, where humans machines collaborate closely, leveraging their distinct capabilities, enhancing decision making sustainability resilience. This paper provides comprehensive survey on related aspects dealing with practices (I5.0) era. We also elaborately discuss applications pertaining to I5.0- enabled for agriculture. Finally, we several issues integration I5.0 sensing. offers valuable insights into current state, challenges, potential advancements principles agriculture, thus paving way future research, development, implementation strategies this domain.
Language: Английский
Citations
25