Instant Insights: Phenotyping applications in agriculture
About this ebook
The first chapter outlines how plant phenotyping has developed over recent decades, driven by factors such as advances in optical sensors, image analysis and automation as well as multidisciplinary cooperation in establishing facilities for high-throughput plant phenotyping.
The second chapter reviews the importance of phenotyping in plant breeding programmes and considers the role of phenomics in boosting the genetic gain in grain yields. Using high-throughput phenotyping techniques as a cost-efficient method for phenotypic data acquisition is also discussed.
The third chapter examines recent advances in phenotyping to identify drought-resistance traits in cereal roots. It also reviews current root phenotyping strategies and challenges.
The fourth chapter considers the application of phenotyping techniques based on existing plant cohort research in plant factories with artificial lighting (PFALs). The chapter also explores the possibility of plant phenotype-based environmental control in PFALs.
The final chapter provides an overview of the imaging techniques used in seed phenotyping, focussing primarily on the recent advances in X-ray imaging and the main parameters required to produce optimal image data.
About the author
Roland Pieruschka is currently a plant scientist at the Forschungszentrum Jülich, IBG2: Plant Sciences after his PhD at the University of Düsseldorf and Postdoc at the Carnegie Institution in Stanford. He has been interested in physiological concepts and plant-environment interactions, particularly plant phenotyping, which he combines with establishment and coordination of international plant phenotyping research infrastructures (EMPHASIS), research infrastructure projects (EPPN, EPPN2020), international networks (IPPN).
Dr Eri Hayashi is the President of the JPFA, where she is also the Director of International Relations and Consulting. Eri was Research Project Leader for a national project on Artificial Intelligence- and Phenotyping-based Smart Plant Factories with Artificial Lighting (PFALs). She leads a number of international projects on technology development, has given presentations at a number of international conferences, and has written widely on the topic of smart plant factories. She was a co-convener of the Symposium of Advances in Vertical Farming at the 31st International Horticultural Congress (IHC 2022). She led the JPFA in organizing the first JPFA International Symposium on Plant Factory (ISPF 2023) at Kashiwanoha, Japan.
