Integrating UAV, environmental, and management data to improve rice nitrogen nutrition index prediction using an ensemble learning algorithm

Zhaokai Ma, Dongbiao Xu, Zhengchao Qiu, Liwen Fang, Mengdi Wang, Zhiwei Wang, Ruisi Bao, Quan Tang, Xiaodong Song, Changwei Tan, Zhenwang Li

Open source

DOI
10.1186/s12870-026-08602-x
Published
2026-03-20
Container
BMC Plant Biology
Publisher
Springer Science and Business Media LLC
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1186/s12870-026-08602-x,
  title = {Integrating UAV, environmental, and management data to improve rice nitrogen nutrition index prediction using an ensemble learning algorithm},
  author = {Zhaokai Ma and Dongbiao Xu and Zhengchao Qiu and Liwen Fang and Mengdi Wang and Zhiwei Wang and Ruisi Bao and Quan Tang and Xiaodong Song and Changwei Tan and Zhenwang Li},
  year = {2026},
  journal = {BMC Plant Biology},
  doi = {10.1186/s12870-026-08602-x},
  url = {https://doi.org/10.1186/s12870-026-08602-x}
}

RIS

TY  - JOUR
TI  - Integrating UAV, environmental, and management data to improve rice nitrogen nutrition index prediction using an ensemble learning algorithm
AU  - Zhaokai Ma
AU  - Dongbiao Xu
AU  - Zhengchao Qiu
AU  - Liwen Fang
AU  - Mengdi Wang
AU  - Zhiwei Wang
AU  - Ruisi Bao
AU  - Quan Tang
AU  - Xiaodong Song
AU  - Changwei Tan
AU  - Zhenwang Li
PY  - 2026
JO  - BMC Plant Biology
DO  - 10.1186/s12870-026-08602-x
UR  - https://doi.org/10.1186/s12870-026-08602-x
ER  - 

APA

Ma, Z., Xu, D., Qiu, Z., Fang, L., Wang, M., Wang, Z., Bao, R., Tang, Q., Song, X., Tan, C., & Li, Z. (2026). Integrating UAV, environmental, and management data to improve rice nitrogen nutrition index prediction using an ensemble learning algorithm. BMC Plant Biology. https://doi.org/10.1186/s12870-026-08602-x

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