[HTML][HTML] New sensors and data-driven approaches—A path to next generation phenomics
Abstract At the 4th International Plant Phenotyping Symposium meeting of the International
Plant Phenotyping Network (IPPN) in 2016 at CIMMYT in Mexico, a workshop was convened …
Plant Phenotyping Network (IPPN) in 2016 at CIMMYT in Mexico, a workshop was convened …
[HTML][HTML] Unlocking the potential of plant phenotyping data through integration and data-driven approaches
Plant phenotyping has emerged as a comprehensive field of research as the result of
significant advancements in the application of imaging sensors for high-throughput data …
significant advancements in the application of imaging sensors for high-throughput data …
Crop phenomics: current status and perspectives
C Zhao, Y Zhang, J Du, X Guo, W Wen, S Gu… - Frontiers in Plant …, 2019 - frontiersin.org
Reliable, automatic, multifunctional, and high-throughput phenotypic technologies are
increasingly considered important tools for rapid advancement of genetic gain in breeding …
increasingly considered important tools for rapid advancement of genetic gain in breeding …
[HTML][HTML] Plant phenotyping: past, present, and future
R Pieruschka, U Schurr - Plant Phenomics, 2019 - spj.science.org
A plant develops the dynamic phenotypes from the interaction of the plant with the
environment. Understanding these processes that span plant's lifetime in a permanently …
environment. Understanding these processes that span plant's lifetime in a permanently …
Application of artificial intelligence in phenomics
Plant phenomics has been rapidly advancing over the past few years. This advancement is
attributed to the increased innovation and availability of new technologies which can enable …
attributed to the increased innovation and availability of new technologies which can enable …
Advanced phenotyping and phenotype data analysis for the study of plant growth and development
Due to an increase in the consumption of food, feed, fuel and to meet global food security
needs for the rapidly growing human population, there is a necessity to breed high yielding …
needs for the rapidly growing human population, there is a necessity to breed high yielding …
High-throughput phenotyping for crop improvement in the genomics era
Tremendous progress has been made with continually expanding genomics technologies to
unravel and understand crop genomes. However, the impact of genomics data on crop …
unravel and understand crop genomes. However, the impact of genomics data on crop …
Plant phenotyping and phenomics for plant breeding
A major challenge for food production in the coming decades is to meet the food demands of
a growing population (Beddington, 2010). The difficulty of expanding agricultural land, along …
a growing population (Beddington, 2010). The difficulty of expanding agricultural land, along …
Phenotyping: new windows into the plant for breeders
Plant phenotyping enables noninvasive quantification of plant structure and function and
interactions with environments. High-capacity phenotyping reaches hitherto inaccessible …
interactions with environments. High-capacity phenotyping reaches hitherto inaccessible …
[HTML][HTML] Plant phenomics, from sensors to knowledge
Major improvements in crop yield are needed to keep pace with population growth and
climate change. While plant breeding efforts have greatly benefited from advances in …
climate change. While plant breeding efforts have greatly benefited from advances in …