Innovative Approaches to Agricultural Plant Disease Identification: Integrating Deep Learning into Traditional Methods

Yongliang Qiao, Chunlei Xia, Meili Wang

Frontiers Media SA

Identifying and managing plant diseases is a critical aspect of agriculture, significantly...

Science Plant Science Sustainable and Intelligent Phytoprotection

Keywords: plant disease,­Disease identification,­deep learning,­crops,­Convolutional Neural Networks

Pests and Diseases Monitoring and Forecasting Algorithms, Technologies, and Applications

Yingying Dong, Wenjiang Huang, Giovanni Laneve, Kejian Lin, Liangxiu Han, Jingcheng Zhang

Frontiers Media SA

Plant pests and diseases cause an annual average of 40% global food failure addressed by FAO and...

Science Plant Science Sustainable and Intelligent Phytoprotection

Keywords: "pests and diseases,­Forestry,­vegetation parameters,­digital image processing,­Monitoring and forecasting,­agriculture×grass× "

Advanced AI Methods for Plant Disease and Pest Recognition

Jucheng Yang, Yalin Wu, Alvaro Fuentes, Sook Yoon, Tonghai Liu

Frontiers Media SA

Plant diseases and pests cause significant losses to farmers and threaten food security worldwide....

Science Plant Science Sustainable and Intelligent Phytoprotection

Keywords: plant disease,­pest recognition,­artificial intelligence,­deep learning

Precise Chemical Application Technology for Horticultural Crops

Xiaolan Lv, Andreas Herbst, Jianli Song, Xue Li

Frontiers Media SA

Plant chemical protection uses professional spraying machines to transport chemicals such as...

Science Plant Science Sustainable and Intelligent Phytoprotection

Keywords: Disease and pest control,­Simulation analysis,­ultra-low volume spraying,­Precise spraying,­spraying drift control,­Chemical application,­Horticultural crops,­smart agriculture

Field Precision Pesticide Application Technology and Ground Intelligent Sprayer

Wei Qiu, Yan Gong, Ramón Salcedo

Frontiers Media SA

At present, the prevention and control of crop diseases, insect pests, and weeds mainly depend on...

Science Plant Science Sustainable and Intelligent Phytoprotection

Spotlight on Artificial Intelligence (AI) for Sustainable Plant Production

Aitazaz Ahsan Farooque, Yubin Lan, Muhammad Naveed Tahir, E. Zhang, Wenjiang Huang

Frontiers Media SA

The Agricultural industry is always at risk - crops are affected by weather, diseases and pests....

Science Plant Science Sustainable and Intelligent Phytoprotection

Keywords: Artificial intelligence (AI),­sustainability,­Robotics,­IoT sensors,­big data