Title | ||
---|---|---|
Classification of soybean leaf wilting due to drought stress using UAV-based imagery. |
Abstract | ||
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•Soybean wilting trait is quantified using UAV image features.•Advance machine learning algorithms are developed and validated.•Broad-sense heritability indicates image feature reliable in selecting genotypes.•The usefulness of the developed system is validated. |
Year | DOI | Venue |
---|---|---|
2020 | 10.1016/j.compag.2020.105576 | Computers and Electronics in Agriculture |
Keywords | DocType | Volume |
Soybean breeding,Slow-wilting,Drought tolerance,UAV-based imagery,Machine learning | Journal | 175 |
ISSN | Citations | PageRank |
0168-1699 | 0 | 0.34 |
References | Authors | |
0 | 6 |
Name | Order | Citations | PageRank |
---|---|---|---|
jing zhou | 1 | 112 | 20.35 |
Jianfeng Zhou | 2 | 6 | 5.49 |
Heng Ye | 3 | 78 | 3.67 |
Md Liakat Ali | 4 | 0 | 0.34 |
Henry T. Nguyen | 5 | 31 | 4.50 |
Pengyin Chen | 6 | 5 | 1.18 |