Automatic root measurement: a lightweight method for measuring pea root length
The ARM model offers an efficient and cost-effective technological solution for high-throughput root length measurement in peas. It achieves a favorable balance between accuracy, speed, and computational resource requirements, demonstrating broad application potential in agricultural production and breeding research. The model offers critical technical support for ensuring food security and enhancing crop stress resistance.
Authors
- Chunlan Jin (ORCID: https://orcid.org/0000-0003-4763-0854)
- Fei Hu (ORCID: https://orcid.org/0000-0002-2030-6563)
- Haoyu Jiang (ORCID: https://orcid.org/0000-0002-7031-3649)
- Chenhan Hu
- Xiuqing Fu (ORCID: https://orcid.org/0000-0002-1124-5586)
- Tengfei Liu (ORCID: https://orcid.org/0000-0002-6222-2579)
- Bo Zhang (ORCID: https://orcid.org/0000-0002-7853-979X)
- Weili Sun
- Luxu Tian
Institutions
- Nanjing Agricultural University (CN)
- University of Electronic Science and Technology of China (CN)
Publication Details
- Journal
- Plant Methods
- Published
- 2025-12-08
- DOI
- https://doi.org/10.1186/s13007-025-01479-1
- Primary Topic
- Plant nutrient uptake and metabolism
- Type
- article
- Field-Weighted Citation Impact
- 0.00