Crop phenomics and high-throughput phenoty**: past decades, current challenges, and future perspectives
Since whole-genome sequencing of many crops has been achieved, crop functional
genomics studies have stepped into the big-data and high-throughput era. However …
genomics studies have stepped into the big-data and high-throughput era. However …
Machine learning for high-throughput stress phenoty** in plants
Advances in automated and high-throughput imaging technologies have resulted in a
deluge of high-resolution images and sensor data of plants. However, extracting patterns …
deluge of high-resolution images and sensor data of plants. However, extracting patterns …
A review of imaging techniques for plant phenoty**
L Li, Q Zhang, D Huang - Sensors, 2014 - mdpi.com
Given the rapid development of plant genomic technologies, a lack of access to plant
phenoty** capabilities limits our ability to dissect the genetics of quantitative traits …
phenoty** capabilities limits our ability to dissect the genetics of quantitative traits …
Future scenarios for plant phenoty**
With increasing demand to support and accelerate progress in breeding for novel traits, the
plant research community faces the need to accurately measure increasingly large numbers …
plant research community faces the need to accurately measure increasingly large numbers …
Lights, camera, action: high-throughput plant phenoty** is ready for a close-up
Highlights•State of high-throughput imaging technologies.•Highlights of Maker-type
phenoty** technologies.•Table of well-curated publically available high-throughput …
phenoty** technologies.•Table of well-curated publically available high-throughput …
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 …
Low-altitude, high-resolution aerial imaging systems for row and field crop phenoty**: A review
Global plant genetics research efforts have focused on develo** high yielding, stress
tolerant, and disease resistant row and field crop varieties that are more efficient in their use …
tolerant, and disease resistant row and field crop varieties that are more efficient in their use …
Next-generation phenoty**: requirements and strategies for enhancing our understanding of genotype–phenotype relationships and its relevance to crop …
More accurate and precise phenoty** strategies are necessary to empower high-
resolution linkage map** and genome-wide association studies and for training genomic …
resolution linkage map** and genome-wide association studies and for training genomic …