Volume 8 Issue 2
Apr.  2015
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FENG Shu-yi, ZHANG Ning, SHEN Ji, YE Sheng, ZHANG Zhen. Method of cloud detection with hyperspectral remote sensing image based on the reflective characteristics[J]. Chinese Optics, 2015, 8(2): 198-204. doi: 10.3788/CO.20150802.0198
Citation: FENG Shu-yi, ZHANG Ning, SHEN Ji, YE Sheng, ZHANG Zhen. Method of cloud detection with hyperspectral remote sensing image based on the reflective characteristics[J]. Chinese Optics, 2015, 8(2): 198-204. doi: 10.3788/CO.20150802.0198

Method of cloud detection with hyperspectral remote sensing image based on the reflective characteristics

doi: 10.3788/CO.20150802.0198
  • Received Date: 19 Nov 2014
  • Accepted Date: 17 Jan 2015
  • Publish Date: 25 Apr 2015
  • To improve the effectiveness of remote-sensing image data, a cloud detection method based on the reflectivity of hyperspectral remote image is proposed. According to the characteristic of the reflectivity between different earth background, image data of five specific wavelengths are chosen, then high-cloud area and low-cloud are determined by judging the threshold of different spectrum. The object cloud area can be obtained by combining the high-cloud and low-cloud areas. The experiment result indicates that the accuracy of cloud detection is more than 90%, while false alarm ratio is less than 1%, which proves that the cloud area can be accurately identified from multiple types of earth background.

     

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  • [1]
    [1] 王颖,董戈.一种基于小波边缘检测的CLOUDSAT数据云检测方法研究[J].科学技术与工程,2009,9(13):3847-3849. WANG Y,DONG G. Application research of edge detection in cloud detection using wavelet transform based on C loudsat data[J]. Science Technology and Engineering,2009,9(13):3847-3849.(in Chinese)
    [2]
    [2] 李微,方圣辉,佃袁勇,等.基于光谱分析的MODIS云检测算法研究[J].武汉大学学报,2005,30(5):435-438. LI W,FANG S H,DIAN Y Y,et al.. Cloud detection in MODIS data based on spectrum analysis[J]. Geometrics and Information Science of Wuhan University,2005,30(5):435-438.(in Chinese)
    [3]
    [3] 马芳,张强,郭铌,等.多通道卫星云图云检测方法的研究[J].大气科学,2007,31(1):120-128. MA F,ZHANG Q,GUO N,et al.. The study of cloud detection with multi-channel data of satellite[J]. Chinese J. Atmospheric Sciences,2007,31(1):120-128.(in Chinese)
    [4]
    [4] 闫宇松,龙腾.遥感图像的实时云判技术[J].北京理工大学学报,2010,30(7):817-821. YAN Y S,LONG T. Real-time cloud detection in optical remote sensing image[J] Transactions of Beijing Institute of Technology,2010,30(7):817-821.(in Chinese)
    [5]
    [5] GOODMAN A H,HENDERSON-SELLERS A. Cloud detection and analysis:a review of recent progress[J]. Atmospheric Research,1988,21:20322.
    [6]
    [6] CHOI H,BINDSCHADLER R. Cloud detection in Landsat imagery of ice sheets using shadow matching technique and automatic normalized difference snow index threshold value decision[J]. Remote Sensing of Environment,2004,91(2):237-242.
    [7]
    [7] MICHAEL K. GRIFFIN,HSIAO-HUA K. BURKE,DAN MANDL,et al.. Cloud cover detection algorithm for EO-1 Hyperion imagery[J]. SPIE,2003,9(24):483.
    [8]
    [8] YANG P,LIOU K N,GAO B,et al.. MODIS user manual[J]. NASA,1999:1-30.
    [9]
    [9] 田卓,易凡,黄启俊,等.基于MODIS数据的卷云反射率的反演实现[J].光学与光电技术,2012,10(4):73-77. TIAN ZH,YI F,HUANG Q J,et al.. Realization of retrieving the cirrus clouds reflectivity based on MODIS data[J]. Optics & Optoelectronic Technology,2012,10(4):73-77.(in Chinese)
    [10]
    [10] 陈道群,黄启俊,易凡,等.中纬度卷云光学特性的研究[J].光学与光电技术,2011,9(4):74-78. CHEN D Q,HUANG Q J,YI F,et al.. Study on optical properties of Mid-Latitude cirrus[J]. Optics & Optoelectronic Technology,2011,9(4):74-78.(in Chinese)
    [11]
    [11] 廖子君,杨春平.可见光波段卷云散射特性的研究[J].光学与光电技术,2011,9(6):25-28. LIAO Z J,YANG CH P. Scattering properties of ice clouds in the visible light spectral region[J]. Optics & Optoelectronic Technology,2011,9(6):25-28.(in Chinese)
    [12]
    [12] 杨嗣承,易凡,等.基于多重散射的卷云辐射传输特性[J].光学与光电技术,2012,10(1):32-36. YANG S CH,YI F,ZHANG X,et al.. Radiation transmission properties of cirrus based on multiple scattering[J]. Optics & Optoelectronic Technology,2012,10(1):32-36.(in Chinese)
    [13]
    [13] 刘洋,田小建,王晴,等.采用局部分形的高效图像分割方法在红外云图处理中的应用[J].光学精密工程,2011,19(6):1368-1374. LIU Y,TIAN X J,WANG Q,et al.. Application of efficient image segmentation method based on local fractal in the infrared cloud image processing[J]. Opt. Precision Eng.,2011,19(6):1368-1374.(in Chinese)
    [14]
    [14] 范冬娟,张韶华.高光谱影像反射率反演方法的研究[J].海洋测绘,2006:26(3):28-30. FAN D J,ZHANG SH H. Research on the methods of the reflectivity inversion of the high spectrum image[J]. Hydrographic Surveying and ChartinG,2006:26(3):28-30.(in Chinese)
    [15]
    [15] MARK A. FOLKMAN,JAY PEARLMAN,LUSHALAN B. LIAO,et al.. EO-1/Hyperion hyperspectral imager design, development, characterization,and calibration[C]. SPIE,Hyperspectral Remote Sensing of the Land and Atmosphere,Sendai,Japan October.9,2000.
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