CCPortal
DOI10.1080/00387010.2019.1594309
Estimation of relative water content in rice panicle based on hyperspectral vegetation indexes under water saving irrigation
Zhang, Zhen1,2; Lou, Yunsheng1,2; Li, Rui2; Ma, Li2; Li, Jun2
发表日期2019
ISSN0038-7010
EISSN1532-2289
卷号52期号:2页码:150-158
英文摘要

Determining grain water content is a traditional method to quantify maturity, but this method is laborious. Ground-based remote sensing with rapidness and flexibility has been widely used in evaluating rice growth, but less attention has been paid to predicting physiological maturity. A field experiment with rice was conducted to investigate the effects of water saving irrigation on physiological maturity based on hyperspectral data. The results indicated that, with higher coefficients of determination (R-2 = 0.93 and 0.87, respectively), higher residual prediction deviation (RPD = 3.54 and 2.58, respectively) and lower root mean square error (RMSE = 2.88 and 4.43, respectively) among the tested models, R-1654/R-662 and R-546/R-562 were suggested as the optimal indexes for monitoring relative water content in rice panicle under flooding and wetting conditions, respectively. This finding is helpful in providing reference for monitoring rice physiological maturity.


WOS研究方向Spectroscopy
来源期刊SPECTROSCOPY LETTERS
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/95205
作者单位1.Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteoro, Nanjing 210044, Jiangsu, Peoples R China;
2.Nanjing Univ Informat Sci & Technol, Jiangsu Key Lab Agr Meteorol, Nanjing, Jiangsu, Peoples R China
推荐引用方式
GB/T 7714
Zhang, Zhen,Lou, Yunsheng,Li, Rui,et al. Estimation of relative water content in rice panicle based on hyperspectral vegetation indexes under water saving irrigation[J],2019,52(2):150-158.
APA Zhang, Zhen,Lou, Yunsheng,Li, Rui,Ma, Li,&Li, Jun.(2019).Estimation of relative water content in rice panicle based on hyperspectral vegetation indexes under water saving irrigation.SPECTROSCOPY LETTERS,52(2),150-158.
MLA Zhang, Zhen,et al."Estimation of relative water content in rice panicle based on hyperspectral vegetation indexes under water saving irrigation".SPECTROSCOPY LETTERS 52.2(2019):150-158.
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