CAJ | 학술논문

为了实现大田作物生长信息全天候实时、快速无损监测，基于作物生长光谱分析技术原理，研发了一种基于主动光源的作物生长信息监测仪。该监测仪包括由730和810 nm 2个光学通道组成的作物生长信息传感系统、控制器系统及其他部件，能快速、准确地获得作物冠层归一化植被指数值、比值植被指数值、差值植被指数值、重归一化植被指数值等主要光谱植被指数信息，为大田作物生长指标的实时反演奠定了基础。试验结果表明，在不同光照条件下，监测仪的抗光照稳定性能良好，标准差为1.05%和0.47%；该监测仪与 FieldSpec3地物光谱仪测得小麦冠层归一化植被指数值、比值植被指数值、差值植被指数值、重归一化植被指数值具有显著相关性，其决定系数分别为0.7017、0.7071、0.8178、0.7804；均方根误差分别为0.05362、0.2118、0.03434、0.04182。该监测仪具有稳定性好、抗干扰能力强、操作简便等优点，能够满足大田作物生长信息监测的要求，该研究为实现作物精确管理调控提供了可行的参考方法。
위료실현대전작물생장신식전천후실시、쾌속무손감측，기우작물생장광보분석기술원리，연발료일충기우주동광원적작물생장신식감측의。해감측의포괄유730화810 nm 2개광학통도조성적작물생장신식전감계통、공제기계통급기타부건，능쾌속、준학지획득작물관층귀일화식피지수치、비치식피지수치、차치식피지수치、중귀일화식피지수치등주요광보식피지수신식，위대전작물생장지표적실시반연전정료기출。시험결과표명，재불동광조조건하，감측의적항광조은정성능량호，표준차위1.05%화0.47%；해감측의여 FieldSpec3지물광보의측득소맥관층귀일화식피지수치、비치식피지수치、차치식피지수치、중귀일화식피지수치구유현저상관성，기결정계수분별위0.7017、0.7071、0.8178、0.7804；균방근오차분별위0.05362、0.2118、0.03434、0.04182。해감측의구유은정성호、항간우능력강、조작간편등우점，능구만족대전작물생장신식감측적요구，해연구위실현작물정학관리조공제공료가행적삼고방법。
Spectral remote sensing instrument is widely used for land-use management, precision agriculture, and crop monitoring. However, these spectral sensors have some problems with expensive, complex operation, restricted by the intellectual property rights and environmental impact. In order to resolve monitoring the field growth information with characteristics of all-weather, real-time, fast and non-destructive, a crop growth information monitoring instrument based on active light source was developed based on crop growth spectroscopy. The instrument composed of the crop growth information sensor system, the control system and other units. can acquire the vegetation spectral index value of normalized differential vegetation index, ratio vegetation index, difference vegetation index and renormalized difference vegetative index are quickly and accurately. And these factors are the real-time indicators for the growth of the inversion field crops. The crop growth information sensor system includes two sensing channels of 730nm and 810nm. Each sensing channel includes light source unit and spectrum signal acquisition unit, and the light source unit sends spectrum signals of modulation to radiate crop canopy and spectrum signal acquisition unit receives information reflected for removing the sun light from crop canopy. The reflection and vegetation spectral index value of normalized differential vegetation index, ratio vegetation index, difference vegetation index and renormalized difference vegetative index were calculated. The light source unit is composed of square-wave generator, LED constant current drive circuit and optical system for light source, which exposure to crop canopy. By using active light modulation modulating technology and special optical and circuit design, the spectral information is switched to voltage information, which is easy to be obtained by hardware selection filter technology. The modulation frequency is 1 kHz. The spectrum signal acquisition unit is made up of optical system for spectrum signal acquisition, photoelectric detector circuit, the first level amplifier circuit, band filter circuit, the second level amplifier circuit and signal detector circuit, which can abstract characteristic spectrum information. The control system uses ATmega32 microprocessor as core, including key input, liquid crystal display(LCD), SD card storage, temperature and humidity sensors, sound and light alerts and power supply modules. The modularized structure is used in the design of software system based on C language, the main function of the temperature and humidity of the acquisition, supply power collection, low voltage alarm, spectral reflectance capture and storage, crop vegetation spectral index of conversion, liquid crystal display(LCD), key input and so on. The monitor can be better to remove the external interference caused by the sun in measurement process, so as to realize accurate measurement in vegetation spectral index of crop canopy. The stability experiments showed that the monitor had good stability of anti-light interference, and the output volt of monitor is almost constant, and the stability standard deviation(SD) of 730 nm and 810 nm were 1.05% and 0.47%. Wheat experiments showed that the value of vegetation spectral index measured by the monitor had significant correlation with normalized differential vegetation index, ratio vegetation index, difference vegetation index and renormalized difference vegetative index with the coefficients of determination R2 were 0.7017, 0.7071, 0.8178, 0.7804, and the root mean square error(RMSE) were 0.05362, 0.2118, 0.03434, 0.04182, respectively. Finally, the monitor has advantages as good stability, strong anti-interference capacity and easy to operate, can achieve the monitoring requirements of the field crop growth information.