Recalibrating plant water status of winter wheat based on nitrogen nutrition index using thermal images
文献类型: 外文期刊
作者: Zhao, Ben 1 ; Adama, Traore 1 ; Ata-Ul-Karim, Syed Tahir 3 ; Guo, Yan 4 ; Liu, Zhandong 1 ; Xiao, Junfu 1 ; Liu, Zugui 1 ;
作者机构: 1.Chinese Acad Agr Sci, Farmland Irrigat Res Inst, Key Lab Crop Water Use & Regulat, Minist Agr, Xinxiang, Henan, Peoples R China
2.Chinese Acad Agr Sci, Grad Sch, Beijing, Peoples R China
3.Univ Tokyo, Grad Sch Agr & Life Sci, Bunkyo Ku, 1-1-1 Yayoi, Tokyo 1138657, Japan
4.Henan Acad Agr Sci, Inst Agr Econ & Informat, Zhengzhou 450002, Peoples R China
关键词: Winter wheat; Plant water status; Nitrogen nutrition index; Thermal image
期刊名称:PRECISION AGRICULTURE ( 影响因子:5.385; 五年影响因子:5.004 )
ISSN: 1385-2256
年卷期:
页码:
收录情况: SCI
摘要: Accurate and timely assessment of crop water status is imperative for in-season irrigation scheduling in crop production. The canopy water stress index and water deficit index have been widely used to appraise crop water status using spatial thermal images. However, the inter-relationships of CWSI, WDI and crop nitrogen status have been rarely investigated. Therefore, the present study was conducted to compare the differences between the CWSI and WDI values of winter wheat across different N and irrigation treatments, to examine the effect of crop N status on CWSI and WDI, and to recalibrate the CWSI and WDI values for better assessment of water status in winter wheat using nitrogen nutrition index. The result demonstrated that CWSI and WDI values decreased with the increasing irrigation rates within the same N treatments. However, both indices could not be used for assessing plant water status under different N treatments at the same I treatments. The increase in CWSI and WDI values with decreasing N rates indicated that there is a significant effect of plant N status on CWSI and WDI values. The pure canopy foliage temperature and mixed soil canopy temperature showed a significantly negative relationship with NNI across different N treatments. The recalibrated Tc and Ts values were lower than the original values under the N-limiting treatments. Using the recalibrated Tc and Ts value, the CWSI and WDI values were recalculated, which can better signify plant water status under different N conditions.
- 相关文献
作者其他论文 更多>>
-
Improvement of Winter Wheat Aboveground Biomass Estimation Using Digital Surface Model Information Extracted from Unmanned-Aerial-Vehicle-Based Multispectral Images
作者:Guo, Yan;He, Jia;Zhang, Huifang;Wei, Panpan;Jing, Yuhang;Yang, Xiuzhong;Zhang, Yan;Wang, Laigang;Zheng, Guoqing;Guo, Yan;He, Jia;Zhang, Huifang;Wei, Panpan;Jing, Yuhang;Yang, Xiuzhong;Zhang, Yan;Zheng, Guoqing;Guo, Yan;Yang, Xiuzhong;Zhang, Yan;Zheng, Guoqing;Shi, Zhou;Wang, Laigang
关键词:aboveground biomass; UAV; height; transferability; BP neural network; machine learning
-
A Comprehensive Evaluation of Dual-Polarimetric Sentinel-1 SAR Data for Monitoring Key Phenological Stages of Winter Wheat
作者:Wang, Mo;Cui, Yunpeng;Liu, Juan;Chen, Li;Wang, Ting;Li, Huan;Wang, Mo;Cui, Yunpeng;Liu, Juan;Chen, Li;Wang, Ting;Li, Huan;Wang, Laigang;Guo, Yan;Wang, Laigang;Guo, Yan
关键词:dual-polarimetric SAR; wheat phenology; Sentinel-1; polarimetric parameters
-
Effects of the Spatial Resolution of UAV Images on the Prediction and Transferability of Nitrogen Content Model for Winter Wheat
作者:Guo, Yan;He, Jia;Jing, Yuhang;Xu, Shaobo;Wang, Laigang;Li, Shimin;Zheng, Guoqing;Guo, Yan;Wang, Laigang;He, Jia;Xu, Shaobo;Huang, Jingyi;Jing, Yuhang
关键词:UAV; spectral features; texture features; nitrogen content; random forest; model transferability
-
Exploring the nitrogen source-sink ratio to quantify ear nitrogen accumulation in maize and wheat using critical nitrogen dilution curve
作者:Zhao, Ben;Duan, Aiwang;Liu, Zhandong;Qin, Anzhen;Ning, Dongfeng;Liu, Zugui;Ata-Ul-Karim, Syed Tahir;Lemaire, Gilles;Guo, Yan
关键词:Cereal crop; Ear nitrogen accumulation rate index; Ear nitrogen source; Ear nitrogen sink; Quantitative model
-
Determination of the post-anthesis nitrogen status using ear critical nitrogen dilution curve and its implications for nitrogen management in maize and wheat
作者:Zhao, Ben;Duan, Aiwang;Liu, Zhandong;Niu, Xiaoli;Ata-Ul-Karim, Syed Tahir;Wang, Laigang;Lemaire, Gilles
关键词:Ear; Critical nitrogen concentration; Nitrogen nutrition index; Ear nitrogen accumulation; Crop nitrogen management
-
Evaluating the feasibility of GF-1 remote sensing comparison with hyperspectral data for soil organic carbon prediction and mapping
作者:Guo, Yan;He, Jia;Li, Shimin;Zheng, Guoqing;Wang, Laigang;Li, Shimin
关键词:
-
Characterization of field scale soil variability using remotely and proximally sensed data and response surface method
作者:Guo, Yan;Wang, Laigang;Guo, Yan;Shi, Zhou;Zhou, Lianqing;Zhou, Yin;Huang, Jingyi;Shi, Zhou
关键词:Saline soils;EM38;Backscattering coefficient;Electrical conductivity;Response surface methodology (RSM)