Artificial Intelligence-of-Things (AIoT) in Precision Agriculture

Yaqoob Majeed, Longsheng Fu, Long He

Frontiers Media SA

The merging of Artificial Intelligence (AI) and Internet-of-Things is known as Artificial...

Science Plant Science Technical Advances in Plant Science

Keywords: IoT,­Internet of Things,­artificial intelligence,­precision agriculture,­sustainability

Advances in Statistical Methods for the Genetic Dissection of Complex Traits in Plants

Yuan-Ming Zhang, Zhenyu Jia, Shang-Qian Xie, Jia Wen, Shibo Wang, Ya-Wen Zhang

Frontiers Media SA

Genome-wide association studies (GWAS) have been widely used in the genetic dissection of complex...

Science Plant Science Technical Advances in Plant Science

Keywords: GWAS,­multi-omics profiling,­Plants,­3VmrMLM,­Genome-Wide Association Study,­complex traits

Machine Vision and Machine Learning for Plant Phenotyping and Precision Agriculture

Huajian Liu, Zhanyou Xu

Frontiers Media SA

Plant phenotyping (PP) describes the physiological and biochemical properties of plants affected by...

Science Plant Science Technical Advances in Plant Science

Keywords: plant phenotyping,­precision agriculture,­Machine Vision,­machine learning,­Weed Control,­Pest Control,­crop breeding,­Crop cultivation

Advanced Technologies of UAV Application in Crop Pest, Disease and Weed Control

Ruirui Zhang, J. Connor Ferguson, Huizhu Yuan, Andrew Hewitt

Frontiers Media SA

Science Plant Science Technical Advances in Plant Science

Keywords: Plant protection UAV,­Chemical spraying,­spraying drift control,­UAV remote sensing,­precision agriculture,­pest management

Omics and its Integration: A Systems Biology Approach to Understanding Plant Physiology

Kashif Ali, Milen I. Georgiev

Frontiers Media SA

Due to the complexity and interconnectivity of many biological processes, an integrative systems...

Science Plant Science Technical Advances in Plant Science

Keywords: omics,­Genomics,­Proteomics,­Metabolomics,­Systems Biology,­Transciptomics

Insight into plant spatial omics: Mass spectrometry imaging

Xiaodong Wang, Liangyu Liu, Jun Han, Zhili Li, Bin Li, Yinglang Wan

Frontiers Media SA

Science Plant Science Technical Advances in Plant Science

Keywords: Mass spectrometry imaging,­plant science,­spatial omics,­in situ analysis,­tissue imaging,­Endogenous compounds

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