Application of Time Series in FY2C Cloud Detection

Chang-jun YANG; Jian-min XU; Feng-sheng ZHAO

[1] Yang Tieli, He Quanjun. Cloud detection in MODIS data[J]. Journal of Anshan University of Science and Technology, 2006, 29(2): 162-166(in Chinese).

[2] Goodman A H, Henderson-Sellers A. Cloud detection and analysis: a review of recent progress[J]. Atmospheric Research, 1988, 21: 203-228.

[3] Tanre D, Deroo C, Duhaut P, et al. Description of a computer code to simulate the satellite signal in the solar spectrum[J]. International Journal of Remote Sensing, 1990, 11: 659-668.

[4] Saunders R W, Kriebel K T. An improved method for detecting clear and cloudy radiances from AVHRR data[J]. Int. J. Remote Sensing, 1988, 9(1): 123-150.

[5] Song Xiaoning, Zhao Yingshi. Cloud detection and analysis of MODIS image[J]. Journal of Image and Graphics(A), 2003, 8(9): 1079-1083(in Chinese).

[6] Coakley J A, Bretherton F P. Cloud cover from high-resolution scanner data: detecting and allowing for partially filled fields of view[J]. J. Geophys. Res., 1982, 87: 4917-4932.

[7] Olesen F, Grassl H. Cloud detection and classification over oceans at night with NOAA-7[J]. Int. J. Remote Sens., 1985, 6: 1435-1444.

[8] Schiffer R A, Rossow W B. The international satellite cloud climatology project(ISCCP), the first project of the world climate research program [J]. Bull. Amer. Meteor. Soc., 1983, 64: 779-784.

[9] Rossow W B, Garder L C. Cloud detection using satellite measurements of infrared and visible radiances for ISCCP[J]. J. Clim., 1993a, 6: 2341-2369.

[10] Rossow W L, Walker A W, Garder L C. Comparison of ISCCP and other cloud amounts[J]. J.Clim., 1993b, 6: 2394-2418.

[11] Kittler J, Pairman D. Contextual pattern recognition applied to cloud detection and identification [J]. IEEE Trans. Geosci. Remote Sensing, 1985,23(11): 855-863.

[12] Christodoulou C I, Michaelides S C, Pattichis CS. Multifeature texture analysis for the classification of clouds in satellite imagery[J]. IEEE Trans action on Geoscience and Remote Sensing, 2003,41(11): 2662-2668.

[13] Yu Fan, Liu Changsheng, Xiao Wen'an. Those of other cloud species on GMS IR imagery[J].Journal of Nanjing University(Natural Sciences),1998, 4(3): 350-358(in Chinese).

[14] Cao Qiong, Zheng Hong, Li Xingshan. A method for detecting cloud in satellite remote sensing image based on texture[J]. Acta Aeronautica ET Astronautica Sinica, 2007, 28(3): 661-666(in Chinese).

[15] Koffler R, Decotiis A G, Rao P K. A procedure for estimating cloud amount and height from satellite infrared radiation data[J]. Mon. Wea. Rev.,1973, 101: 240-243.

[16] Rossow W B, Mosher F, Kinsella E, et al. ISCCP cloud algorithm intercomparison[J]. J. Clim.Appl. Meteorol., 1985, 24: 877-903.

[17] Di Vittorio A V, Emery W J. An automated dynamic threshold cloud-masking algorithm for daytime AVHRR images over land[J]. IEEE Transactions on Geoscience and Remote Sensing, 2002, 40(8): 1682-1694.

[18] Liu Xi, Xu Jianmin, Du Bingyu. A bi-channel dynamic threshold algorithm used in automatically identifying clouds on GMS-5 imagery[J]. Journal of Applied Meteorological Science, 2005, 16(4):434-444(in Chinese).

[19] Molnar G, Coakley Jr I A. Retrieval of cloud cover from satellite imagery data: a statistical approach [J]. J. Geophys. Res., 1985, 90(D7): 12960-12970.

[20] Luo Gang, Davis P A, Stowe L L, et al. A Pixelscale algorithm of cloud type, layer, and amount for AVHRR data. Part Ⅰ: Nighttime[J]. American Meteorological Society, 1995, 12: 1013-1037.

[21] Ackerman S, Strabala K, Menzel P. Discriminating clear-sky from cloud with MODIS algorithm theoretical basis document(MOD35)[EB/OL].ftp://eospso.gsfc.nasa.Gov/ATBD/REVIEW/MODIS/ATBD-MOD-35/atbd-mod-35.pdf,1997-11-01.

[22] Roskovensky J, Liou K N. Detection of thin cirrus using a combination of 1.38 μm/0.65 μm reflectance ratio and window brightness temperature difference[J]. J. Geophys. Res., 2003, 108,D18, ASC 4-1-4-5.

[23] Desbois M, Seze G, Szejwach G. Automatic classification of clouds on METEOSAT imagery application to high-level clouds[J]. Appl. Meteor.,1982, 21: 401-402.

[24] Simpson J J, Gobat J I. Improved cloud detection in GOES scenes over the land[J]. Remote Sensing of Environment, 1995, 52: 36-54.

[25] Simpson J J, Gobat J I. Improved cloud detection in GOES scenes over the oceans[J]. Remote Sensing of Environment, 1995, 52: 79-94.

[26] Simpson J J, Gobat J I. Improved cloud detection for daytime AVHRR scenes over land[J]. Remote Sensing of Environment, 1996, 55: 21-49.

[27] Key J, Maslanik J A, Schweiger A J. Classification of merged AVHRR and SMMR Arctic data with neural networks[J]. Photogram. Eng. Remote Sensing, 1989, 55: 1331-1338.

[28] Peak J E, Tag P M. Toward automated interpretation of satellite imagery for navy shipboard applications[J]. Bulletin of the American Meteorological Society, 1992, 73(7): 995-1008.

[29] Peak J E, Tag P M. Segmentation of satellite images using hierarchical thresholding and neural networks[J]. J. of Appl. Met., 1994, 33: 605-616.

[30] Yhann S R, Simpson J J. Application of neural networks to AVHRR cloud segmentation[J].IEEE Trans. Geo. Remote Sens., 1995, 33: 590-604.

[31] Shi Chunxiang, Wu Rongzhang, Xiang Xukang.Using hierarchical threshold and neural network[J]. Quarterly Journal of Applied Meteorology, 2001, 12(1): 70-78(in Chinese).

[32] Kang Xiaoguang, Sun Longxiang. Automaticcloud detection algorithm on artificial neural networks[J]. Journal of PLA University of Science and Technology(Natural Sciences), 2005, 6(5):506-510(in Chinese).

[33] Schiffer R A, Rossow W B. The international satellite cloud climatology project(ISCCP), the first project of the world climate research program [J]. Bull. Amer. Meteor. Soc., 1983, 64: 779-784.

[34] Séze G, Rossow W B. Time-cumulated visible and infrared radiance histograms used as descriptors of surface and cloud variations[J]. Int. J. Remote Sens., 1991, 12: 877-920.

[35] Séze G, Rossow W B. Effects of satellite data resolution on measuring the space/time variations of surfaces and clouds[J]. Int. J. Remote Sens.,1991, 12: 921-952.

[36] Rossow W B, Garder L C. Cloud detection using satellite measurements of infrared and visible radiances for ISCCP[J]. J. Clim., 1993, 6: 2341-2369.

[37] Kriebel K T, Gesell G, Kastner M, et al. The cloud analysis tool APOLLO: improvements and validations[J]. International Journal of Remote Sensing, 2003, 24(12): 2389-2408.

[38] Stowe L L, Davis P A, McClain P E. Scientific basis and initial evaluation of the CLAVR-1 global clear/cloud classification algorithm for advanced very high resolution radiometer[J]. J. Atmos. and Oceanic Technology, 1999, 16: 656-681.

[39] Liu Chenglin, Wu Bingfang. Application of cloud detection algorithm for the AVHRR data[J]. Journal of Remote Sensing, 2004, 8(6): 677-687(in Chinese).

[40] Derrien M, Gléau H L. MSG/SEVIRI cloud mask and type from SAFNWC[J]. Int. J. Remote Sensing, 2005, 26(21): 4707-4732.

[41] Tan Jianguo, Zhou Hongmei, Lu Xian, et al.Research and establishment in operation system of cloud detection and rehabilitation applied to NOAA satellite[J]. Remote Sensing Technology and Application, 2000, 15(4): 228-231(in Chinese).

[42] Lee W H , Kudoh J I, Makino S. Cloud detection for the Far East region using NOAA AVHRR images[J]. International Journal of Remote Sensing,2001, 22(7): 1349-1360.

[43] Chakrapani V, Spangenberg D A, Doelling D R,et al. Improvements in AVHRR daytime cloud detection over the ARM NSA Site[C]. Eleventh ARM Science Team Meeting Proceedings, Atlanta, Georgia, March 19-23, 2001.

[44] Chen P Y, Srinivasan R, Fedosejevs G, et al.An automated cloud detection method for daily NOAA-14 AVHRR data for Texas, USA[J]. International Journal of Remote Sensing, 2002, 23(15):2939-2950.

[45] Wang Changyu, Kong Yushou, Li Huijun, et al.The integrated technique of detaching cloud from the earth's surface on the basis of FY2C data[C]. Annual meeting of Chinese meteorological society in 2005, 2005(in Chinese).

[46] Lin Ye, Wang Anqing, Gu Songshan, et al. Atmospheric Sounding Coursebook[M]. 2nd edition,Beijng: China Meteorological Press, 1995, 30-32(in Chinese).

[47] Shi Sha, Ma Fengyun, Liu Lichao, et al. Study on the daily temperature change on the different ground surfaces and the plant surfaces in the shapotou region[J]. Arid Zone Research, 2004,21(3): 275-279(in Chinese).

[48] Wang Minyan, Lü Daren. Diurnal and seasonal variation of clear-sky land surface temperature of several representative land surface types in China retrieved by GMS5[J]. Acta Meteorologica Sinica,2005, 63(6): 957-968 (in Chinese).

[49] Zhou Guangsheng, Wang Yuhui. The feedback of land use/cover change on climate[J]. Journal of Natural Resources, 1999, 14(4): 318-322(in Chinese).

[50] Xie Zhiqing, Du Yin, Zeng Yan, et al. Impact of urbanization on regional temperature change in the Yangtze River Delta[J]. Acta Geographica Sinica, 2007, 62(7): 717-726(in Chinese).