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M.F. Taha ; H. Mao ; Z. Zhang ; G. Elmasry ; M.A. Awad ; A. Abdalla ; S. Mousa ; A.E. Elwakeel ; O. Elsherbiny |Agriculture 5.0 (Ag5.0) represents a groundbreaking shift in agricultural practices, addressing the global food security challenge by integrating cutting-edge technologies such as artificial intelligence (AI), machine learning (ML), robotics, an[...]
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F. Pallottino ; S. Violino ; S. Figorilli ; C. Pane ; J. Aguzzi ; G. Colle ; E. Nerio Nemmi ; A. Montaghi ; D. Chatzievangelou ; F. Antonucci ; L. Moscovini ; A. Mei ; C. Costa ; L. Ortenzi |Artificial Intelligence (AI) applications related to agriculture have recently gained in use and attention. They are indeed valuable tools for interpreting data, improving production chains, and optimizing the use of natural resources. Among AI [...]
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Z. Ali ; A. Muhammad ; N. Lee ; M. Waqar ; S.W. Lee |Smart farming leverages Artificial Intelligence (AI) to address modern agricultural sustainability challenges. This study investigates the application of machine learning (ML), deep learning (DL), and time series analysis in agriculture through [...]
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Artificial Neural Networks (ANNs) based models have emerged as a powerful tool for solving complex nonlinear problems in agriculture. These models simulate the human nervous system's structure, allowing them to learn hierarchical features from t[...]
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Y. Ayadi ; M. Gentilucci ; K. Ncibi ; R. Hadji ; Y. Hamed |Groundwater in northwest Tunisia plays a vital role in supporting the domestic, agriculture, industry, and tourism sectors. However, climate change and over-exploitation have led to significant degradation in groundwater quality and quantity. Tr[...]
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C. Xue ; A. Ghirardelli ; J. Chen ; P. Tarolli |Agricultural drought is a complex natural hazard involving multiple variables and has garnered increasing attention for its severe threat to food security worldwide. In the context of climate change and the increased occurrence of drought events[...]
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Y. Gao ; S.A. Camtepe ; N.H. Sultan ; H.T. Bui ; A. Mahboubi ; H. Aboutorab ; M. Bewong ; R. Islam ; M.Z. Islam ; A. Chauhan ; P. Gauravaram ; D. Singh |In light of their remarkable predictive capabilities, artificial intelligence (AI) models driven by deep learning (DL) have witnessed widespread adoption in the agriculture sector, contributing to diverse applications such as enhancing crop mana[...]
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La croissance rapide de la population mondiale exerce une pression considérable sur le secteur agricole, qui doit impérativement augmenter sa productivité tout en optimisant les rendements. Face aux menaces de pénuries alimentaires, deux grandes[...]
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Digital cultivation is emerging as one of the most promising fields that helped in creating an ecosystem for smart farming. Precision farming, modernized techniques, and creating smart agriculture supply chains are the need of the hour for high-[...]
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Optimizing agricultural productivity and promoting sustainability necessitates accurate predictions of crop yields to ensure food security. Various agricultural and climatic variables are included in the analysis, encompassing crop type, year, s[...]
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The Imamoğlu Agricultural Irrigation Automation Project aims to revolutionize water management and allocation in agricultural irrigation through the establishment of a central management-based system. By integrating modern irrigation techno[...]
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Due to the increased unpredictability and severity of weather patterns caused by climate change, traditional farming practices and risk management strategies are becoming increasingly inadequate. In this paper, we explore the literature to under[...]
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Agriculture 4.0 technologies like Artificial Intelligence (AI), the Internet of Things, Computer Vision, and Robotics, have revolutionized the agricultural sector. But the adoption of digital technologies has arguably created new or exacerbated [...]
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Water scarcity is a pressing global issue that needs to be faced. The United Nations highlights that only about 31 percent of the population is not characterized by water stress, meaning that the world?s freshwater resources are unevenly distrib[...]
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In agriculture, especially in crop breeding, innovative approaches are required to address the urgent issues posed by climate change and global food security. Artificial intelligence (AI) is a revolutionary technology in wheat breeding that prov[...]
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Artificial intelligence (AI) plays an essential role in agricultural mapping. It reduces costs and time and increases efficiency in agricultural management activities, which improves the food industry. Agricultural mapping is necessary for resou[...]
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The past decade has witnessed the rapid development and adoption of machine and deep learning (ML & DL) methodologies in agricultural systems, showcased by great successes in applications such as smart crop management, smart plant breeding, smar[...]
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M.T. Kuska ; M. Wahabzada ; S. Paulus |Since the launch of the “Generative Pre-trained Transformer 3.5”, ChatGPT by Open, artificial intelligence (AI) has been a main discussion topic in public. Especially large language models (LLM), so called “intelligent” chatbots, and the possibi[...]
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Agriculture is the backbone of numerous developing and emerging economies, supporting millions of livelihoods and playing a crucial role. The transformative integration of AI-driven tools, big-data analytics, and advanced technologies, such as d[...]
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Agriculture is the backbone of many economies across the globe [...]
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O. Rozenstein ; Y. Cohen ; V. Alchanatis ; K. Behrendt ; D.J. Bonfil ; G. Eshel ; A. Harari ; W.E. Harris ; I. Klapp ; Y. Laor ; R. Linker ; T. Paz-Kagan ; S. Peets ; S.M. Rutter ; Y. Salzer ; J. Lowenberg-DeBoer |Sustainability in our food and fiber agriculture systems is inherently knowledge intensive. It is more likely to be achieved by using all the knowledge, technology, and resources available, including data-driven agricultural technology and preci[...]
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M. Vasileiou ; L.S. Kyrgiakos ; C. Kleisiari ; G. Kleftodimos ; G. Vlontzos ; H. Belhouchette ; P.M. Pardalos |In the face of increasing agricultural demands and environmental concerns, the effective management of weeds presents a pressing challenge in modern agriculture. Weeds not only compete with crops for resources but also pose threats to food safet[...]
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This article presents findings from interviews that were conducted with agriculture and food system researchers to understand their views about what it means to conduct ‘responsible’ or ‘trustworthy’ artificial intelligence (AI) research. Findin[...]
Ouvrage
Le développement de l'IA conversationnelle et générative transforme en profondeur nos manières d'échanger, d'étudier ou de travailler. Mais savez-vous communiquer efficacement avec ces systèmes ? Ce guide vous propose toutes les clés pour compre[...]
Ouvrage
V.J.P.D. Martinho | Cham [Suisse] : Springer | SpringerBriefs in Applied Sciences and Technology, ISSN 2191-530X | 2024This book presents machine learning approaches to identify the most important predictors of crucial variables for dealing with the challenges of managing production units and designing agriculture policies. The book focuses on the agricultural s[...]
Ouvrage
La révolution de l'intelligence artificielle générative est en marche. Capable de générer des campagnes publicitaires ciblées, créer du contenu sur mesure et même analyser les tendances du marché avec une précision qui aurait semblé comme de la[...]
Ouvrage
Les IA génératives offrent des possibilités et des potentiels, vastes, éclectiques, sans fin, allant de la simple réponse à une question jusqu’à la création d'œuvres d'art, la conception de nouveaux produits, l’organisation de travail, sans parl[...]
Ouvrage
L’essor des intelligences artificielles génératives révolutionne les accès à l’information, dans le monde professionnel comme dans la sphère universitaire. Plus que jamais, la maitrise des nombreuses méthodes et approches de la recherche d’infor[...]
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This paper presents an idea analysis of AI in the policy documents and reports of the United Nations, the European Union, and the World Economic Forum. The three organisations expect AI to contribute to sustainability and a prosperous future wit[...]
