ASABE Technical Library - Abstract
Member and Access Notice
Development of NDVI Measurement Device Based on Active Light Source
Published by the American Society of Agricultural and Biological Engineers, St. Joseph, Michigan www.asabe.org
Citation: 2015 ASABE Annual International Meeting 152188954.(doi:10.13031/aim.20152188954)Authors: MENG ZHANG, QIN ZHANG, MINZAN LI, HONG SUN, XIAOSHUAI PEI, XIUCHEN MI, LIHUA ZHENG
Keywords: Cropgrowth,NDVI, active light, laser diode, modulation, demodulation
Abstract.TheNormalized Difference Vegetation Index (NDVI) is one of important parameters to detect the growth of plant using spectrometer. In order to measure the NDVI efficiently and reduce the influence by the changes of sunlight, a new type NDVI measurement device based on active light source wasdeveloped. The deviceincludedfour modules: optical module, sensor module, signal processing module and power module. The optical module was designed with laser source and optical fiber. The laser diodes provided the laser light at red (650nm) and near-infrared (780nm) band. In sensor module, two kinds of photodiodes were applied and the sensor conditioning circuits was designed. In the software, a new method based on laser pulse modulationanddemodulation was presented. The MCU and laser driving circuits generateda 1Hz rectangular pulse wave. When the optical sensor detected the light signal reflected by the green plant, the signal processing module could demodulate the rectangular pulse wave by Fourier transformfrom the background light. By this way, the NDVI value of detecting plant could be calculated by acquired signals. Experiments have been done between the instrument and Shimadzu spectrophotometer. Use the instrument and the spectrophotometer to measure the corn leaf (75 samples) separately. The result is showed thatin 650nm, the R2=0.683 between the two devices and the relative error is ±5%. In 780nm, the R2=0.507 between the two devices, and the relative error is ±5%.
(Download PDF) (Export to EndNotes)