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
Modelling Crop Yield with Deep CNN-LSTM for Spatiotemporal Data Analysis

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Knowledge-guided graph machine learning improves corn yield mapping in the U.S. Midwest

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

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Human centered design of an artificial intelligence-based diagnostic system for tomato diseases in smallholder agriculture

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Agri-informatics and Eco-friendly Innovations for a Secure Food Future

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A review on machine learning-based precision agriculture techniques for crop farming monitoring with IOT

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A Review of Drones in Smart Agriculture: Issues, Models, Trends, and Challenges

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Artificial intelligence in crop protection: Revolutionizing agriculture for a sustainable future

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A deep learning-based generative model for NIR spectral data augmentation and herbal medicine-food homologous classification

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Vision transformers in precision agriculture: A comprehensive survey

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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 870 FWCI7.2605

Understanding the potential applications of Artificial Intelligence in Agriculture Sector

article Full Text OpenAlex 704 FWCI136.2431

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

article Full Text OpenAlex 688 FWCI137.7148

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

article Full Text OpenAlex 648 FWCI129.9355

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

article Full Text OpenAlex 640 FWCI258.8271

Drones in agriculture: A review and bibliometric analysis

review Full Text OpenAlex 604 FWCI320.5227

Enhancing smart farming through the applications of Agriculture 4.0 technologies

article Full Text OpenAlex 514 FWCI103.4438