1. Multispectral Inversion of Citrus Multi-Slope Evapotranspiration by UAV Based on Modified RSEB Model.
- Author
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Zhu, Shijiang, Zhang, Zhiwei, Duan, Chenfei, Lin, Zhen, Hao, Kun, Li, Hu, and Zhong, Yun
- Subjects
CITRUS ,EVAPOTRANSPIRATION ,DRONE aircraft ,MULTISPECTRAL imaging ,HYDROLOGIC cycle ,WATER bikes - Abstract
Evaptotranspiration (ET
c ) is a crucial link in the farmland water cycle process. To accurately obtain the citrus ETc in different slope positions, the METRIC, RSEB, and FAO Penman–Monteith (P-M) models were constructed based on unmanned aerial vehicle (UAV) multispectral images to invert the ETc values. The ETc of citrus calculated by the P-M model was used as a reference standard, and the accuracy of the ETc inversion was evaluated by the METRIC model and the RSEB model. The results showed that the R2 , RMSE, and SE of the METRIC model and the RSEB model were 0.396 and 0.486, 4.940 and 3.010, and 4.570 and 2.090, respectively, indicating a higher accuracy of the RSEB model for inverting the ETc values. Furthermore, the accuracy of the RSEB model could be improved by introducing the optimal correction coefficient (after correction: RMSE = 1.470, SE = 0.003). Based on the modified RSEB model, the ETc values of the citrus in different slope positions were obtained. We also found that the middle slope ETc > the top slope ETc > the bottom slope ETc , indicating that the slope position indeed affected the citrus ETc . This research provides a favorable framework for the ETc inversion, and the results are of theoretical and practical importance to realize crop water conservation. [ABSTRACT FROM AUTHOR]- Published
- 2024
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