Rapid real-time monitoring of wheat nitrogen (N) status is crucial for precision N management during wheat growth. In
this study, Multi Lookup Table (Multi-LUT) approach based on the N-PROSAIL model parameters setting at different
growth stages was constructed to estimating canopy N density (CND) in winter wheat. The results showed that the
estimated CND was in line with with measured CND, with the determination coefficient (R2) and the corresponding root
mean square error (RMSE) values of 0.80 and 1.16 g m-2, respectively. Time-consuming of one sample estimation was
only 6 ms under the test machine with CPU configuration of Intel(R) Core(TM) i5-2430 @2.40GHz quad-core. These
results confirmed the potential of using Multi-LUT approach for CND retrieval in winter wheat at different growth
stages and under variables climatic conditions.
Zhenhai Li, Na Li, Zhenhong Li, Jianwen Wang, and Chang Liu, "Estimation of winter wheat canopy nitrogen density at different growth stages based on Multi-LUT approach," Proc. SPIE 10421, Remote Sensing for Agriculture, Ecosystems, and Hydrology XIX, 1042119 (Presented at SPIE Remote Sensing: September 14, 2017; Published: 2 November 2017); https://doi.org/10.1117/12.2278719.
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