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基于MODIS数据的海上气象能见度遥感光谱分析与统计反演

Spectral Analysis and Statistcal Retrieval of Marine Meteorological Visibility Using MODIS Data

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【作者】 钱峻屏黄菲崔祖强郑志宏吴志军

【Author】 QIAN Jun ping 1,HUANG Fei 2,CUI Zu qiang 3,ZHENG Zhi hong 3,WU Zhi jun 3 (1. Guangzhou Institute of Geography , Guangzhou 510070, China; 2. Ocean University of China, Qingdao 266003, China; 3. Guangzhou Meteorological Satellite Ground Statition , Guangzhou 510640, China)

【机构】 广州地理研究所广东省遥感与GIS应用重点实验室中国海洋大学海洋环境学院广州气象卫星地面站

【摘要】 重点分析了不同等级能见度过程在MODIS 36 通道中的谱特征及与能见度的相关性,并对能见度进行了光谱统计分析。经去云处理后,对多点测站的相关分析发现:能见度因子和ch1,3,4,8,16,24,25,29~36的辐射和反射率存在很好的相关性(置信度达90 %以上,相关系数≥0.8),进一步的通道筛选和压缩对能见度的反演有重要意义。典型个例分析发现低能见度与高能见度天气过程存在较明显的光谱辐射和反射差异,可用于低能见度的识别。

【Abstract】 In this paper, the correlation between visibility and its spectral characteristics on 36 MODIS channels is analysed. The MODIS visibility data were first processed to remove the cloud effects, and the spectral and statistical analysis were then made for the visibility data. It is shown from the analysis results that the visibility factors show good correlations with the central wavelengths of reflection and radiation channels(confidence level is greater than 90% and correlation coefficients are not less than 0.8), and the further selection and reduction of MODIS channels are highly important to the retrieval of meteorological visibility. It is shown from the analysis results for several typical cases that the low visibility weather process differs from the high visibility weather process significantly in spectral radiation and reflection, which can be used to recognize the low visibility.

【基金】 国家高技术研究发展计划青年基金项目——海上能见度的遥感反演技术研究(2002AA639500)
  • 【会议录名称】 第十四届全国遥感技术学术交流会论文选集
  • 【会议名称】第十四届全国遥感技术学术交流会
  • 【会议时间】2003-10
  • 【会议地点】中国青岛
  • 【分类号】P714.2
  • 【主办单位】遥感专业委员会
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