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国家自然科学基金(41001196)

作品数:3 被引量:22H指数:3
相关作者:李想包颖陈君颖田庆久张秀英更多>>
相关机构:中国石油天然气股份有限公司中国资源卫星应用中心南京大学更多>>
发文基金:国家自然科学基金更多>>
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Determining oil slick thickness using hyperspectral remote sensing in the Bohai Sea of China被引量:4
2013年
Determining oil slick thickness plays an important role in assessing oil spill volume and its environmental impacts on the ocean.In this study,we used a Hyperion image of an oil spill accident area and seawater and fresh crude oil samples collected in the Bohai Sea of China.A well-controlled laboratory experiment was designed to simulate spectral responses to different oil slick thicknesses.Spectral resampling and normalization methods were used to reduce the differences in spectral reflectances between the experimental background seawater sample and real background seawater.Fitting the analysis with laboratory experimental data results showed a linear relationship between normalized oil slick reflectance and normalized oil slick thickness[20th band(R^(2)-0.92938,n=49,pB0.01),26th band(R^(2)=0.93806,n=49,pB0.01),29th band(R^(2)=0.93288,n=49,pB0.01)].By using these statistical models,we successfully determined the normalized oil slick thickness with the Hyperion image.Our results indicate that hyperspectral remote sensing technology is an effective method to monitor oil spills on water.The spectral ranges of visible green and red light were the optimal bands for estimating oil slick thickness in case 2 water.The high,stabilized spectral reflectance of background seawater will be helpful in oil slick thickness inversion.
Yingcheng LuQingjiu TianXinyuan WangGuang ZhengXiang Li
关键词:HYPERSPECTRAL
The remote sensing inversion theory of offshore oil slick thickness based on a two-beam interference model被引量:11
2011年
Offshore oil slicks are significant for both the monitoring of marine spill accidents and the detection of marine oil resources.The use of remote sensing technology to detect the thickness of oil slicks is a major area of research.The reflected light from oil slicks changes with the thickness of the oil.This is the theoretical basis of research on optical remote sensing of offshore oil slicks.A two-beam interference model that considers the offshore oil slick as a flat plate has been developed in this study.A quantitative remote sensing model which describes a series of processes that use oil slick thickness and reflectance as variables is established.The use of the Fresnel equation to analyze parameters in the model indicated that the key property of the quantitative relationship between the oil slick thickness and reflectance was ultimately the disappearance or extinction of the oil slick.This model has been tested and verified by data from offshore oil slick spectral response experiments.Results showed that the oil slick thickness remote sensing model can be theoretically analyzed and is efficient.The research indicated that the major cause of variations in the spectral response as a function of oil slick thickness was the different light-scattering characteristics.These characteristics can be used in remote sensing applications to identify the different types of offshore oil slicks.The theoretical interpretation of each parameter in this model led to the development of a look-up table of the model parameters which will improve the efficiency of future offshore oil slick remote sensing.
LU YingChengTIAN QingJiuLI Xiang
关键词:油膜厚度海洋遥感双光束反演理论海洋石油资源
基于HJ-1星CCD数据的溢油遥感特性分析与信息提取被引量:10
2011年
基于HJ-1星CCD多光谱数据,以2010年美国墨西哥湾深海油井溢油污染海域为研究区,对溢油迁移转化过程进行分析,认为油水混合物是该次事故的主要污染类型之一.研究HJ-1星CCD数据多种目标的影像特征与光谱响应特征,指出油水混合物能明显改变海水对入射光的后向散射性能,可以被有效地识别与判定.利用决策树分类方法能有效地提取墨西哥湾溢油污染中的油水混合物;对误判信息进行分块合并处理后,可进一步提高油水混合物的提取精度.研究表明,HJ-1星CCD多光谱数据能有效提取海洋溢油污染信息,具备了开展海洋溢油污染遥感监测的能力.
陆应诚陈君颖包颖韩文超李想田庆久张秀英
关键词:溢油CCD数据
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