Comparison of Red Edge Parameters of Winter Wheat Canopy under Late Frost Stress

被引:6
|
作者
Wu Yong-feng [1 ]
Hu Xin [2 ]
Lu Guo-hua [1 ]
Ren De-chao [2 ]
Jiang Wei-guo [3 ]
Song Ji-qing [1 ]
机构
[1] Chinese Acad Agr Sci, Key Lab Agr Environm, Minist Agr, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
[2] Shangqiu Acad Agr & Forestry Sci, Wheat Res Lab, Shangqiu 476000, Peoples R China
[3] Beijing Normal Univ, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China
关键词
Jointing stage; Frost temperature; Winter wheat canopy; Extraction method; Red edge parameter comparison; HYPERSPECTRAL DATA; PLANT STRESS; REFLECTANCE; POSITION; STAGE;
D O I
10.3964/j.issn.1000-0593(2014)08-2190-06
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
In the present study, late frost experiments were implemented under a range of subfreezing temperatures (-1 similar to-9 degrees C) by using a field movable climate chamber (FMCC) and a cold climate chamber, respectively. Based on the spectra of winter wheat canopy measured at noon on the first day after the frost experiments, red edge parameters REP, Dr, SDr, Dr(min),, Dr/Dr(min) and Dr/SDr were extracted using maximum first derivative spectrum method (FD), linear four-point interpolation method (FPI), polynomial fitting method (POLY), inverted Gaussian fitting method (IG) and linear extrapolation technique (LE), respectively. The capacity of the red edge parameters to detect late frost stress was explicated from the aspects of the early, sensitivity and stability through correlation analysis, linear regression modeling and fluctuation analysis. The result indicates that except for REP calculated from FPI and IG method in Experiment 1, REP from the other methods was correlated with frost temperatures (P<0. 05). Thereinto, significant levels (P) of POLY and LE methods all reached 0. 01. Except for POLY method in Experiment 2, Dr/SDr from the other methods were all significantly correlated with frost temperatures (P<0. 01). REP showed a trend to shift to short-wave band with decreasing temperatures. The lower the temperature, the more obvious the trend is. Of all the REP, REP calculated by LE method had the highest correlation with frost temperatures which indicated that LE method is the best for REP extraction. In Experiment 1 and 2, only Dr(min) and Dr/Dr(min) calculated by FD method simultaneously achieved the requirements for the early (their correlations with frost temperatures showed a significant level P<0. 01), sensitivity (absolute value of the slope of fluctuation coefficient is greater than 2. 0) and stability (their correlations with frost temperatures always keep a consistent direction). Dr/SDr calculated from FD and IG methods always had a low sensitivity in Experiment 2. In Experiment 1, the sensitivity of Dr/SDr from FD was moderate and IG was high. REP calculated from LE method had a lowest sensitivity in the two experiments. Totally, Dr(min), and Dr/Dr(min) calculated by FD method have the strongest detection capacity for frost temperature, which will be helpful to conducting the research on early diagnosis of late frost injury to winter wheat.
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页码:2190 / 2195
页数:6
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