[HTML][HTML] Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives

H Tao, S Xu, Y Tian, Z Li, Y Ge, J Zhang, Y Wang… - Plant …, 2022 - cell.com
Plant phenomics (PP) has been recognized as a bottleneck in studying the interactions of
genomics and environment on plants, limiting the progress of smart breeding and precise …

[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 …

Bridging the gap between remote sensing and plant phenotyping—Challenges and opportunities for the next generation of sustainable agriculture

M Machwitz, R Pieruschka, K Berger… - Frontiers in plant …, 2021 - frontiersin.org
Sustainable and resilient agriculture with a low impact on the environment is pivotal to
ensure food security for a growing global population. This is of particular importance faced …

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 …

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) …

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 …

Field-based phenomics for plant genetics research

JW White, P Andrade-Sanchez, MA Gore… - Field Crops …, 2012 - Elsevier
A major challenge for crop research in the 21st century is how to predict crop performance
as a function of genetic architecture. Advances in “next generation” DNA sequencing have …

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 …

Proximal hyperspectral sensing and data analysis approaches for field-based plant phenomics

KR Thorp, MA Gore, P Andrade-Sanchez… - … and Electronics in …, 2015 - Elsevier
Field-based plant phenomics requires robust crop sensing platforms and data analysis tools
to successfully identify cultivars that exhibit phenotypes with high agronomic and economic …

Field high-throughput phenotyping: the new crop breeding frontier

JL Araus, JE Cairns - Trends in plant science, 2014 - cell.com
Constraints in field phenotyping capability limit our ability to dissect the genetics of
quantitative traits, particularly those related to yield and stress tolerance (eg, yield potential …