摘要
水上溢油光谱作为高光谱遥感目标识别与分类的参考依据,在溢油识别与厚度区分等方面具有重要的研究意义。通过测量厚度范围为1.0～127μm间的轻柴油的20组光谱曲线,计算其反射率光谱曲线随厚度变化的特征,并利用db4小波对反射率数据进行处理,突出光谱奇异性及其位置与奇异值随油膜厚度变化的特征。在研究范围内的油膜光谱反射率高于水体,但反射率值与油膜厚度间无固定增减关系。在其厚度小于6μm时反射率光谱曲线无明显特征,厚度大于6μm后在388nm附近存在区别于水体的反射峰特征且随厚度增加特征愈加突出。油膜光谱小波分析后的细节系数在388～393nm内表现出明显的奇异性,并且奇异位置随厚度增加向短波方向移动、奇异极值增大。研究证实了小波分析在确定油膜光谱特征位置与变化研究中的积极作用,并发现了紫外-可见光短波范围内的光谱特征,为紫外遥感进行溢油识别提供了科学依据。
The diagnostic features are the basis to detect and characterize the oil film on water through optical remote sensing. This work shows the results of lab spectral measurements of light diesel oil with thickness ranged 1.0 - 127 μm. A wavelet transform were performed to the reflectance, and the singularity （388-393 nm） was explored as the indicators of oil film thick- ness. The results indicate that the reflectance of light diesel oil film is higher than that of water in the range from 350-2 500 nm. There is a reflectance peak near 388 nm when the thickness of oil film is larger than 6 μm, however, no distinguished fea- tures could be recognized when oil films were thinner than 6 μm. The wavelet coefficients of the fifth decomposition level by ap- plying Daubechies 4 （db4） mother wavelets proved successful for identifying the singularity of oil film＇s reflectance spectra and its accurate position. With the thickness lager than 6μm, the detail coefficients performed an abrupt change within the range of 388-393 nm, and became more violent while oil films＇ thickness increased. This research demonstrated that oil films on water with different thickness could be distinguished based on wavelet detail coefficients, with important implications for detection of oils on water using UV and short wave optical remote sensing.
出处
《光谱学与光谱分析》
SCIE
EI
CAS
CSCD
北大核心
2012年第7期1923-1927,共5页
Spectroscopy and Spectral Analysis
基金
国家自然科学基金项目(41071260
41171329)
国家海洋局公益项目(2012418012-02)
辽宁省教育厅项目(2009T010)资助
关键词
小波分析
溢油
光谱
遥感
Wavelet analysis
Oil spill
Spectrum
Remote sensing
