[HTML][HTML] Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives
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 …
genomics and environment on plants, limiting the progress of smart breeding and precise …
[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 …
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 …
ensure food security for a growing global population. This is of particular importance faced …
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 …
Resources for image-based high-throughput phenotyping in crops and data sharing challenges
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) …
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
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 …
Field-based phenomics for plant genetics research
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 …
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
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 …
Proximal hyperspectral sensing and data analysis approaches for field-based plant phenomics
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 …
to successfully identify cultivars that exhibit phenotypes with high agronomic and economic …
Field high-throughput phenotyping: the new crop breeding frontier
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 …
quantitative traits, particularly those related to yield and stress tolerance (eg, yield potential …