专题:Smart Agriculture and AI

This cluster of papers focuses on the advancements in precision agriculture technologies, including the use of deep learning, machine learning, and image processing for plant disease detection, crop yield prediction, and environmental monitoring. It also explores the integration of Internet of Things (IoT) and wireless sensor networks in smart farming, as well as the application of agricultural robotics for automated tasks. The research emphasizes the potential of these technologies to revolutionize farming practices and contribute to sustainable agriculture.
最新文献
Multimodal AI for Real‐Time Food Safety and Quality: From Sensors to Foundation Models, Edge Deployment, and Regulation

article Full Text OpenAlex

Precision Farming with Smart Sensors: Current State, Challenges and Future Outlook

article Full Text OpenAlex

Advancing Grapevine Leaf Classification Through Transfer Learning: A Fine-Tuned VGG19 Deep Learning Approach

article Full Text OpenAlex

Multimodal abnormal and dead laying hen detection using transformer-based model

article Full Text OpenAlex

ResNet-Based Deep Convolutional Model for Automated Corn Leaf Disease Classification

article Full Text OpenAlex

Gradient-guided boundary-aware selective scanning with multi-scale context aggregation for plant lesion segmentation

article Full Text OpenAlex

AI-driven drone technology and computer vision for early detection of crop disease in large agricultural areas

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Vision transformers in precision agriculture: A comprehensive survey

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An ensemble heterogeneous transformer model for an effective diagnosis of multiple plant diseases

article Full Text OpenAlex

AgriPath: a robust multi-objective path planning framework for agricultural robots in dynamic field environments

article Full Text OpenAlex

近5年高被引文献
Using Machine Learning to Identify Diseases and Perform Sorting in Apple Fruit

article Full Text OpenAlex 963 FWCI698.1309

Classifying Crop Leaf Diseases using Different Deep Learning Models with Transfer Learning

article Full Text OpenAlex 960 FWCI623.4202

IoT Solutions in Agriculture: Enhancing Efficiency and Productivity

article Full Text OpenAlex 960 FWCI621.7724

An Improved Grading System for Measuring Plant Diseases

article Full Text OpenAlex 872 FWCI7.3296

Understanding the potential applications of Artificial Intelligence in Agriculture Sector

article Full Text OpenAlex 737 FWCI136.7385

Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming

article Full Text OpenAlex 708 FWCI137.5786

The Path to Smart Farming: Innovations and Opportunities in Precision Agriculture

article Full Text OpenAlex 666 FWCI253.4713

Smart Farming: Internet of Things (IoT)-Based Sustainable Agriculture

article Full Text OpenAlex 665 FWCI130.4371

Drones in agriculture: A review and bibliometric analysis

review Full Text OpenAlex 629 FWCI354.603

Enhancing smart farming through the applications of Agriculture 4.0 technologies

article Full Text OpenAlex 527 FWCI103.5515