Spectroscopy, imaging and machine learning for crop stress

Shizhuang Weng, Baohua Zhang, Yijun Yan

Frontiers Media SA

Science Plant Science Technical Advances in Plant Science

Keywords: spectroscopy,­Machine Vision,­hyperspectral imaging,­machine learning,­deep learning,­Crop stress

Investigating AI-based smart precision agriculture techniques

Uzair Aslam Bhatti, Mehedi Masud

Frontiers Media SA

Science Plant Science Technical Advances in Plant Science

Keywords: Agriculture,­techniques,­Monsoon,­Climatic conditions,­crop management,­ecosystem,­SSA,­smart agriculture,­Artificial intelligence (AI),­Computational Intelligence in Agriculture,­Environment prediction

Wild Plant Genetic Resources: A Hope for Tomorrow

Mohd. Kamran Khan, Francesco Di Gioia, Tofazzal Islam, Sait Gezgin, Hannah Schneider

Frontiers Media SA

Science Plant Science Technical Advances in Plant Science

Keywords: Environmental stresses,­Crop wild relatives,­endangered wild species,­nutritional development,­Molecular strategies,­Genetic Variation,­Omics approach,­Food security,­marker-assisted selection,­wild plant genetic resources,­genetic erosion

Advanced technologies for energy saving, plant quality control and mechanization development in plant factory

Yuxin Tong, Myung-Min Oh, Wei Fang

Frontiers Media SA

Science Plant Science Technical Advances in Plant Science

Keywords: Computer Vision,­Energy saving,­plant quality control,­mechanization development,­Plant factory

State-of-the-art technology and applications in crop phenomics, volume II

Wanneng Yang, John Doonan, Xinyu Guo, Xiaohui Yuan, Feng Ling

Frontiers Media SA

Science Plant Science Technical Advances in Plant Science

Keywords: high-throughput phenotyping,­AI-driven phenotypic analysis,­UAV,­hyperspectral,­X-ray micro-CT

Computer vision in plant phenotyping and agriculture

Valerio Giuffrida, Hanno Scharr, Ian Stavness

Frontiers Media SA

Science Plant Science Plant Breeding

Keywords: Computer Vision,­plant phenotyping,­Agriculture

Improving crop health: Understanding the interaction mechanisms between crops and their pathogens

Yuheng Yang, Shunyuan Xiao, Zhanhong Ma, Guotian Li, Yang Yu, Qiong Zhang

Frontiers Media SA

Science Plant Science Technical Advances in Plant Science

Keywords: Crop health,­crop-pathogen interactions,­Disease Management,­disease modelling,­Disease resistance genes

Non-Destructive Methods for Monitoring Plant Health

Nam-Hai Chua, Rajeev Ram, Michael S. Strano

Frontiers Media SA

Science Plant Science Technical Advances in Plant Science

Keywords: Hyperspectral reflectance,­Thermo IR imaging,­NMR,­RGB,­Raman spectroscopy,­nanosensors,­nanogenerators

Convolutional neural networks and deep learning for crop improvement and production

Wanneng Yang, Kioumars Ghamkhar, Gregorio Egea

Frontiers Media SA

Science Plant Science Technical Advances in Plant Science

Keywords: Convolutional Neural Networks(CNN),­deep learning (DL),­big data,­pattern recognition,­object recognition,­Crop Improvement,­Crop Production,­artificial intelligence