In-Season Estimation of Rice Nitrogen Status With an Active Crop Canopy Sensor

被引:40
|
作者
Yao, Yinkun [1 ]
Miao, Yuxin [1 ]
Cao, Qiang [1 ]
Wang, Hongye [1 ]
Gnyp, Martin L. [2 ]
Bareth, Georg [2 ]
Khosla, Rajiv [3 ]
Yang, Wen [4 ]
Liu, Fengyan [4 ]
Liu, Cheng [5 ]
机构
[1] China Agr Univ, Coll Resources & Environm Sci, ICASD, Beijing 100193, Peoples R China
[2] Univ Cologne, Inst Geog, ICASD, D-50923 Cologne, Germany
[3] Colorado State Univ, Dept Soil & Crop Sci, Ft Collins, CO 80523 USA
[4] Jiansanjiang Inst Agr Sci, Fujin 156300, Heilongjiang, Peoples R China
[5] Qixing Modern Agr Dev Ctr, Fujin 156300, Heilongjiang, Peoples R China
关键词
Active crop sensor; biomass; nitrogen nutrition index (NNI); plant nitrogen concentration; plant nitrogen uptake; precision nitrogen management; NUTRITION INDEX; PADDY RICE; CHLOROPHYLL CONTENT; VEGETATION INDEXES; DILUTION CURVE; MANAGEMENT; BIOMASS; PLANT; GROWTH; CORN;
D O I
10.1109/JSTARS.2014.2322659
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Timely nondestructive estimation of crop nitrogen (N) status is crucial for in-season site-specific N management.,Active crop canopy sensors are the promising tools to obtain the needed information without being affected by environmental light conditions. The objective of this study was to evaluate the potential for the GreenSeeker active crop canopy sensor to estimate rice (Oryzu sativa L.) N status. Nine N rate experiments were conducted from 2008 to 2012 in Jiansanjiang, Ileilongjiang Province in Northeast China. The results indicated that across site-years and growth stages, normalized difference vegetation index (NDVI) and ratio vegetation index (RVI) obtained with the GreenSeeker sensor could explain 73%-76"/o and 70%-73% of rice aboveground biomass and plant N uptake variability in this study, respectively. The NDVI index became saturated when biomass reached about 4 t ha(-1) or when plant N uptake reached about 100 kg ha(-1), whereas RVI did not show obvious saturation effect. The validation results, however, indicated that both indices performed similarly, and their relative errors (RE) were still large (> 40%).,Although the two indices only explained less than 40% of plant N concentration or N nutrition index (NNE) variability-, the RE values were acceptable (< 26%). The results indicated some potentials of using the GreenSeeker sensor to estimate rice N status nondestructively, but more studies are needed to further evaluate and improve its performance for practical applications.
引用
收藏
页码:4403 / 4413
页数:11
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