التفاصيل البيبلوغرافية
| العنوان: |
Field‐based individual plant phenotyping of herbaceous species by unmanned aerial vehicle. |
| المؤلفون: |
Guo, Wei, Fukano, Yuya, Noshita, Koji, Ninomiya, Seishi |
| المصدر: |
Ecology & Evolution (20457758); Nov2020, Vol. 10 Issue 21, p12318-12326, 9p |
| مصطلحات موضوعية: |
HERBACEOUS plants, JERUSALEM artichoke, IMAGE processing, SPECIES |
| مستخلص: |
Recent advances in Unmanned Aerial Vehicle (UAVs) and image processing have made high‐throughput field phenotyping possible at plot/canopy level in the mass grown experiment. Such techniques are now expected to be used for individual level phenotyping in the single grown experiment.We found two main challenges of phenotyping individual plants in the single grown experiment: plant segmentation from weedy backgrounds and the estimation of complex traits that are difficult to measure manually.In this study, we proposed a methodological framework for field‐based individual plant phenotyping by UAV. Two contributions, which are weed elimination for individual plant segmentation, and complex traits (volume and outline) extraction, have been developed. The framework demonstrated its utility in the phenotyping of Helianthus tuberosus (Jerusalem artichoke), an herbaceous perennial plant species.The proposed framework can be applied to either small and large scale phenotyping experiments. [ABSTRACT FROM AUTHOR] |
|
Copyright of Ecology & Evolution (20457758) is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) |
| قاعدة البيانات: |
Complementary Index |
Full Text Finder