[HTML][HTML] 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 …

Resources for image-based high-throughput phenotyping in crops and data sharing challenges

MF Danilevicz, PE Bayer, BJ Nestor… - Plant …, 2021 - academic.oup.com
High-throughput phenotyping (HTP) platforms are capable of monitoring the phenotypic
variation of plants through multiple types of sensors, such as red green and blue (RGB) …

[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 …

[HTML][HTML] High-throughput phenotyping: Breaking through the bottleneck in future crop breeding

P Song, J Wang, X Guo, W Yang, C Zhao - The Crop Journal, 2021 - Elsevier
With the rapid development of genetic analysis techniques and crop population size,
phenotyping has become the bottleneck restricting crop breeding. Breaking through this …

[HTML][HTML] 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 …

[PDF][PDF] Imaging technologies for plant high-throughput phenotyping: a review

Y Zhang, N Zhang - Frontiers of Agricultural Science and …, 2018 - researchgate.net
Phenomics studies a variety of phenotypic plant traits and is the key to understanding
genetic functions and environmental effects on plants. With the rapid development of …

[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 …

[HTML][HTML] Leveraging image analysis for high-throughput plant phenotyping

S Das Choudhury, A Samal, T Awada - Frontiers in plant science, 2019 - frontiersin.org
The complex interaction between a genotype and its environment controls the biophysical
properties of a plant, manifested in observable traits, ie, plant's phenome, which influences …

[HTML][HTML] Lights, camera, action: high-throughput plant phenotyping is ready for a close-up

N Fahlgren, MA Gehan, I Baxter - Current opinion in plant biology, 2015 - Elsevier
Highlights•State of high-throughput imaging technologies.•Highlights of Maker-type
phenotyping technologies.•Table of well-curated publically available high-throughput …