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internet of things

GeneTech 知识引擎共收录 1535 篇相关科研实体，横跨 29 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• Harnessing Digital Technologies in the Agro-Food Sector: An IoT-Driven Precision Agriculture Framework for Achieving Sustainable Development Goals.
  2026 · 智慧农业 · The agro-food industry is quickly digitizing to solve resource restrictions, climate unpredictability, and sustainable food production using Internet of Things (IoT), Artificial intelligence (AI), cloud computing, and da…
• Transforming Agriculture with Cyber-Physical Systems: An Insight into Future Smart Farming
  2026 · 智慧农业 · Agriculture is going through transformations by leveraging the advancements in technological practices including the implementation of Cyber-physical systems (CPS), a centralized system encompassing highly integrated com…
• A Comprehensive Review of Smart Agriculture: Integrating AI, IoT and Precision Farming
  2026 · 智慧农业 · Modern agriculture faces complex challenges that demand innovative solutions. This literature survey on smart agriculture technologies explores the collective findings from various papers, shedding light on the transform…
• A Scalable IoT and Fuzzy Logic based approach for Precision Agriculture in Greenhouses
  2026 · 智慧农业 · To meet the increasing demand for high-quality agricultural products, greenhouses offer a controlled environment that optimizes crop growth. This research aims to design an Internet of Things (IoT) based fuzzy logic cont…
• A Review on Smart Sensors for Precision Farming in Agriculture Using IoT
  2026 · 智慧农业 · Agriculture, science of growing plants, has greatly evolved over the ages as it has expanded human populations beyond that of hunters and gatherers. The use of Artificial Intelligence and the Internet of Things-based sol…
• Climate-smart agriculture
  2026 · 智慧农业 · The integration of climate-smart agriculture (CSA) with precision agriculture (PA) technology provides an opportunity to increase agricultural productivity, resource-use efficiency, and climate adaptation. This chapter e…
• The Precision Agriculture Revolution in Asia: Optimizing Crop Yields with IoT Technology
  2026 · 智慧农业 · Agriculture in Asia faces challenges in meeting increasing food needs due to population growth. Conventional farming methods are often less efficient and unsustainable. Precision agricultural technology, especially the I…
• Precision Agriculture Practices for Crop Yield Management with AI Models
  2026 · 智慧农业 · Advanced computational techniques have revolutionized precision agriculture by enabling information-based strategies and forecasting algorithms for optimizing crop yield. This chapter discusses the integration of artific…
• Influence of Internet of Things and Artificial Intelligence in Precision Agriculture of Coffee Crop
  2026 · 智慧农业 · The new generation of agricultural farms is based on precision agriculture. The precision agriculture promotes the adoption of advanced technologies, enhancing farm productivity, reducing operational costs, and supportin…
• Smart Farming with IoT and AI: Enhancing Precision Agriculture through Sensor Networks
  2026 · 智慧农业 · Precision agriculture received a major transformation through the Internet of Things which introduced real-time crop health monitoring capabilities. This article provides an extensive study about smart crop monitoring sy…
• An Enhanced IoT-Based Smart Agriculture System: Future Directions in Precision Farming
  2026 · 智慧农业 · Smart agriculture, powered by the Internet of Things (IoT), has revolutionized resource optimization and crop yield enhancement. However, challenges such as latency in cloud-dependent systems, data security vulnerabiliti…
• A Systematic Literature Review of IoT- and AI-Based Intelligent Irrigation Systems for Water Optimization in Precision Agriculture
  2026 · 智慧农业 · The increasing global demand for water has emphasized the importance of irrigation systems capable of efficiently managing water use in precision agriculture. This paper presents a review of one hundred studies published…
• A Comprehensive Review of Sensor Technologies and IoT Platforms for Precision Agriculture: Indian Context
  2026 · 智慧农业 · Precision Agriculture (PA) contributes to a paradigm shift from traditional farming towards a data-driven, technology-enabled approach that optimizes resource use and enhances productivity. This review follows a structur…
• An IoT-driven machine learning system for real-time smart crop recommendation and optimization in precision agriculture
  2026 · 智慧农业 · Agriculture is essential to global food security and sustainable development. The use of machine learning (ML) and Internet of Things (IoT) has the potential to enhance crop production and improve resource management thr…
• An Intelligent Cloud-Integrated Electronic Nose System for Non-Destructive Fruit Ripeness Monitoring in Precision Agriculture
  2026 · 智慧农业 · Precision in estimating the ripeness of fruits is critical in quality control and minimizing losses in supply chains of agricultural produce following harvesting. Conventional ripeness assessment techniques tend to be de…
• EDGE INTELLIGENCE FOR SMART AGRICULTURE: AN ARTIFICIAL INTELLIGENCE FRAMEWORK FOR PRECISION FARMING AND SUSTAINABLE CROP MANAGEMENT
  2026 · 智慧农业 · The rapid growth of the global population has intensified the demand for sustainable agricultural practices capable of increasing crop productivity while minimizing environmental impact. Conventional farming techniques o…
• FIWARE-Powered Smart Farming: Integrating Sensor Networks for Sustainable Soil Management
  2026 · 智慧农业 · Digital transformation in agriculture addresses key challenges such as climate change, water shortages, and sustainable production. Precision agriculture technologies rely on the Internet of Things (IoT) sensor networks,…
• Smart Agriculture Prototype : An IoT - Controlled System for Lightning and Nutrient Management in Dragon Fruit Farming
  2026 · 智慧农业 · Perkembangan teknologi mendorong sektor pertanian untuk beradaptasi menuju sistem yang lebih cerdas, efisien, dan terintegrasi. Buah naga salah satu komoditas bernilai ekonomi tinggi, membutuhkan pengelolaan intensitas c…
• Driving mechanism of Internet use on vegetable farmers’ smart farming adoption
  2026 · 智慧农业 · Smart farming (SF) is an important driving force for promoting the development of agricultural modernization. Internet use plays a key role in promoting farmers’ adoption of SF. Based on survey data from 603 rural househ…
• SMART AGRICULTURE: AN INTELLIGENT DECISION SUPPORT SYSTEM WITH ADVANCED MACHINE LEARNING AND EDGE AI
  2026 · 智慧农业 · Smart agriculture integrates modern digital technologies to enhance farming productivity and sustainability. This paper presents an updated Intelligent Machine Learning-based Decision Support System (IML-DSS) that incorp…
• SMART AGRICULTURE: AN INTELLIGENT DECISION SUPPORT SYSTEM WITH ADVANCED MACHINE LEARNING AND EDGE AI
  2026 · 智慧农业 · Smart agriculture integrates modern digital technologies to enhance farming productivity and sustainability. This paper presents an updated Intelligent Machine Learning-based Decision Support System (IML-DSS) that incorp…
• IoT-Zoo Network Traffic 8 hour capture
  2026 · 智慧农业 · This dataset consists of 34269178 network packet samples extracted from the IoT-Zoo testbed. It represents a 28800-second execution of a heterogeneous IoT environment, featuring 43 distinct device profiles spanning Urban…
• IoT-Zoo Network Traffic 8 hour capture
  2026 · 智慧农业 · This dataset consists of 34269178 network packet samples extracted from the IoT-Zoo testbed. It represents a 28800-second execution of a heterogeneous IoT environment, featuring 43 distinct device profiles spanning Urban…
• MultiLayer SVM Model for Intelligent Pest Detection and Precision Crop Protection in Smart Agriculture
  2026 · 智慧农业 · By integrating biological, chemical, and cultural approaches, Integrated Pest Management (IPM) keeps insect populations at economically harmful levels while lowering hazards to public health and the environment. It is an…
• Nano-Biochar in Sustainable Agriculture
  2026 · 智慧农业 · Innovative soil amendment research is driven by the need for sustainable agriculture to provide global food security and reduce environmental damage. Biochar, made from organic feedstocks that promote soil health and seq…
• Revolutionizing Crop and Soil Monitoring Through IoT-Enabled Farming
  2026 · 智慧农业 · The integration of Internet of Things (IoT) technologies is transforming agriculture from traditional input-based practices to data-driven, real-time, and automated production systems. IoT platforms integrate advanced se…
• Smart Precision Agriculture using IoT Sensing and Machine Learning Analytics for Farming in Mysuru District
  2026 · 智慧农业 · Precision farming has been found to be a viable solution to the problem of productivity, sustainability, and resource efficiency of the rural agricultural sector in India. In this paper, I introduce a combined Internet o…
• Metaverse-Based Precision Agriculture: Integrating IoT, AI, and Data Analytics for Sustainable Development
  2026 · 智慧农业 · The fast development of digital technologies has changed the contemporary agriculture, making it more precise, data-driven, and sustainable in managing the farm. Nevertheless, farmers continue to experience difficulties …
• IoT-Based Soil Nutrient Analysis and Crop Recommendation System for Precision Agriculture
  2026 · 智慧农业 · Agriculture plays a vital role in feeding the growing global population, yet optimizing crop production and resource management remains a significant challenge for farmers. This paper presents a Machine Learning (ML)-ena…
• Smart Crop Health Monitoring and Precision Irrigation with IoT‐Driven Systems
  2026 · 智慧农业 · This research investigates the development and implementation of an IoT-driven system for smart crop health monitoring and precision irrigation. The study addresses challenges of water scarcity, inefficient irrigation pr…
• Implementasi Smart Farming Berbasis Fuzzy Sugeno untuk Penyiraman dan Pemupukan Otomatis Tanaman Sawi Hijau
  2026 · 智慧农业 · Sektor pertanian di Indonesia memerlukan pengelolaan penyiraman dan pemupukan yang tepat untuk mendukung pertumbuhan tanaman secara optimal. Namun, sebagian besar petani masih menggunakan metode manual dalam menentukan w…
• Smart Farming Technologies
  2026 · 智慧农业 · The convergence of the Internet of Things (IoT), data analytics, and machine learning is transforming contemporary agriculture, resulting in the development of smart farming and precision agriculture. The current review …
• A Comprehensive Survey On IoT And AI-Based Smart Agriculture Systems
  2026 · 智慧农业 · Smart agriculture has emerged as a key solution to address critical challenges in traditional farming, including inefficient irrigation, excessive resource usage, delayed disease detection, and limited accessibility to m…
• A Comprehensive Survey On IoT And AI-Based Smart Agriculture Systems
  2026 · 智慧农业 · Smart agriculture has emerged as a key solution to address critical challenges in traditional farming, including inefficient irrigation, excessive resource usage, delayed disease detection, and limited accessibility to m…
• Security, Privacy, and Trust for Smart Agriculture Systems
  2026 · 智慧农业 · Smart agriculture integrates IoT, AI, and data analytics for precision farming, but digitalization expands cyberattack surfaces. Threats range from unauthorized access to AI manipulation, risking financial loss and food …
• A Hybrid CNN-LSTM Deep Learning Approach for Data-Driven Crop Yield Prediction in Smart Farming Systems
  2026 · 智慧农业 · Smart farming is an amalgamation of novel intelligent technologies like data analytics, machine learning and IoT to enhance the productivity of agriculture. One of the most vital branches of the agricultural sector is cr…
• Drone-Aided Agriculture 5.0: A Survey on Machine-Learning and IoT Paradigms for Smart Farming
  2026 · 智慧农业 · Abstract Agriculture 5.0 leverages emerging technologies such as drones, Internet-of-Things (IoT), machine-learning (ML), and digital twins to enhance precision farming and improve crop health management. Drone-based mon…
• A Perspective on Security of Smart Farming: Attacks and Countermeasures
  2026 · 智慧农业 · The integration of technologies like the Internet of Things (IoT) and Artificial Intelligence (AI) is fueling a shift toward smart farming, unlocking a fundamental change in how agriculture is practiced through new preci…
• Smart Farming Advisor: AI-Based System for Crop Recommendation and Market Prediction
  2026 · 智慧农业 · ABSTRACT This paper presents an automated approach to smart farming within the domain of precision farming and sustainability. In many farmers face challenges related to unpredictable weather, improper soil management, a…
• IoT-Based Smart Farming System Design for Greenhouse Monitoring in Urban Areas
  2026 · 智慧农业 · The rapid development of urban areas has led to a significant reduction in agricultural land, creating the need for innovative solutions to meet food demands, especially for fresh vegetables. One promising alternative is…
• IoT-Based Drone for Smart Farming
  2026 · 智慧农业 · India is one of the most significant income earners in the agriculture sector. As per the latest research, the productivity rate of crops in India in the field of agriculture is very high which is a considerable number o…
• An AI-supported Agent-based Security Model for the Internet of Things
  2025 · AI Agent 生态 · This paper proposes an agent-based security model that facilitates the integration of AI-supported analysis capabilities into IoT security research efforts. We aim to contribute to more secure IoT systems by combining fl…
• Agent-Based AI Approach to Security in IoT Systems Leveraging Genai
  2025 · AI Agent 生态 · Internet of Things (IoT) devices are becoming an important part of our environment - from home applications to smart city infrastructures. Therefore, secure deployment and operation of IoT-based applications is one of th…
• Self-Organizing Multi-Agent Collaborative Decision-Making System
  2025 · AI Agent 生态 · In the context of smart agriculture, the use of self-organizing computing systems becomes essential for optimizing monitoring and control processes. This study proposes a decision-making system based on a multi-agent arc…
• Current and Future Perspectives on Drone-Based Computer Vision for Precision Agriculture
  2025 · 智慧农业 · In recent years, drones with computer vision systems integrated with IoT frameworks have transformed precision agriculture by enabling efficient data collection, real-time analysis, and connectivity for autonomous or sup…
• IoT-Enabled Weather Monitoring System for Precision Agriculture and Smart Farming Decisions
  2025 · 智慧农业 · Agriculture is heavily influenced by weather conditions, and timely, data-driven decisions can significantly enhance crop yield and resource efficiency. This project proposes an IoT-based weather station designed to assi…
• IoT-Powered smart agriculture: Innovations in precision farming and sustainability
  2025 · 智慧农业 · Agriculture is one of the most vital sectors for human existence, as it provides the essential resource for survival food. In India, agriculture is not only a means of sustenance but also a cornerstone of the national ec…
• Precision Agriculture with Unmanned Aerial Vehicles
  2025 · 智慧农业 · The emergence of precision agriculture addresses the growing demand for more proficient and sustainable farming methods. By harnessing advanced tools like unmanned aerial vehicles (UAVs), GPS, remote sensing, and data an…
• Bio-Inspired Optimization of Convolutional Neural Networks for Enhanced Maize Disease Detection in Precision Agriculture
  2025 · 智慧农业 · Objetivo: El propósito de este estudio es desarrollar un sistema automatizado, basado en imágenes, para la detección temprana de cuatro enfermedades comunes del maíz—Puccinia sorghi, Cochliobolus carbonum, Bipolaris mayd…
• An AI-Driven Architecture for Precision Agriculture: IoT, Machine Learning, and Digital Twin Integration for Sustainable Crop Protection
  2025 · 智慧农业 · General efficient crop protection in olive orchards is challenged by the need for precise agrochemical application minimizing environmental impact while ensuring effective spray coverage. Conventional approaches often le…
• Revolutionizing Farming With Agriculture 4.0
  2025 · 智慧农业 · The emergence of Agriculture 4.0 signifies a pivotal transformation in farming, driven by the adoption of advanced technologies to address essential issues like global food security, environmental sustainability, and cli…
• IoT-Based Precision Agriculture with Integrated Security for Smart Farming
  2025 · 智慧农业 · The rapid advancement of the Internet of Things (IoT) has transformed nearly every industry, including smart farming, moving it from traditional statistical approaches to more data-driven, quantitative methods. These gro…
• Vertical Farming and Hydroponics Leveraging Smart Technologies for Urban Agriculture
  2025 · 智慧农业 · As urbanization accelerates and arable land becomes increasingly scarce, vertical farming and hydroponics have emerged as innovative solutions for sustainable food production within metropolitan environments. This chapte…
• Smart NFT based Hydroponic System for Precision Agriculture using IoT and AI
  2025 · 智慧农业 · Precision agriculture (PA) presents numerous possibilities to address the growing challenges of sustainability and food security. To develop an effective PA system, it is essential to collect and analyze real-time data u…
• Advancements in GIS for precision agriculture: Enhancing soil management and crop yield prediction
  2025 · 智慧农业 · Precision agriculture has emerged as a transformative paradigm in modern farming, driven by the integration of Geographic Information Systems (GIS), remote sensing, and data analytics. This review paper critically examin…
• AgriChainSync: A Scalable and Secure Blockchain-Enabled Framework for IOT-Driven Precision Agriculture
  2025 · 智慧农业 · The advancement of smart farming, a crucial aspect of the Internet of Things (IoT), facilitates data-driven insights to enhance agricultural efficiency. However, the widespread deployment of IoT devices presents notable …
• Integrating IoT With Machine Learning and Deep Learning Models for Precision Soil‐Less Agriculture: A Review
  2025 · 智慧农业 · ABSTRACT The rising global population, along with the challenges faced by conventional agricultural practices, has intensified the demand for smart agricultural solutions. In modern agriculture, the integration of Intern…
• AI-Driven IoT-Enabled Precision Agriculture: Optimizing Resource Usage with LoRaWAN and Drone-Based Monitoring
  2025 · 智慧农业 · To maximize the use of resources and increases crop productivity, this research proposes an end-to-end IOT-based precision agriculture system with real-time data gathering with the assistance of smart sensors, monitoring…
• IoT and Edge AI Integration for Real Time Monitoring in Precision Farming Environments
  2025 · 智慧农业 · The integration of Internet of Things (IoT) and Edge Artificial Intelligence (AI) has revolutionized precision agriculture by providing real-time, data-driven insights for optimizing farming practices. As IoT devices pro…
• Smart Agriculture: Enhancing Crop and Weed Detection Using MobileNetV2 for Autonomous Farming Systems
  2025 · 智慧农业 · Agriculture is vital to food security and economic stability, but weeds reduce crop yields by competing for sunlight, water, and nutrients. Manual weeding and herbicides are often ineffective and environmentally harmful.…

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