[HTML][HTML] New sensors and data-driven approaches—A path to next generation phenomics

T Roitsch, L Cabrera-Bosquet, A Fournier, K Ghamkhar… - Plant Science, 2019 - Elsevier
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 …

[HTML][HTML] Unlocking the potential of plant phenotyping data through integration and data-driven approaches

F Coppens, N Wuyts, D Inzé, S Dhondt - Current Opinion in Systems …, 2017 - Elsevier
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 …

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 …

[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 …

Application of artificial intelligence in phenomics

S Nabwire, HK Suh, MS Kim, I Baek, BK Cho - Sensors, 2021 - mdpi.com
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 …

Advanced phenotyping and phenotype data analysis for the study of plant growth and development

MM Rahaman, D Chen, Z Gillani, C Klukas… - Frontiers in plant …, 2015 - frontiersin.org
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 …

High-throughput phenotyping for crop improvement in the genomics era

RR Mir, M Reynolds, F Pinto, MA Khan, MA Bhat - Plant Science, 2019 - Elsevier
Tremendous progress has been made with continually expanding genomics technologies to
unravel and understand crop genomes. However, the impact of genomics data on crop …

Plant phenotyping and phenomics for plant breeding

GA Lobos, AV Camargo, A Del Pozo, JL Araus… - Frontiers in plant …, 2017 - frontiersin.org
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 …

Phenotyping: new windows into the plant for breeders

M Watt, F Fiorani, B Usadel, U Rascher… - Annual review of …, 2020 - annualreviews.org
Plant phenotyping enables noninvasive quantification of plant structure and function and
interactions with environments. High-capacity phenotyping reaches hitherto inaccessible …

[HTML][HTML] Plant phenomics, from sensors to knowledge

F Tardieu, L Cabrera-Bosquet, T Pridmore, M Bennett - Current Biology, 2017 - cell.com
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 …