| 光谱学与光谱分析 |
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| Progress in Research on Land Cover Products of MODIS |
| WEI Ya-xing, WANG Li-wen |
| Center for Marine Economic and Sustainable Development, College of Urban and Environment Science, Liaoning Normal University, Dalian 116029, China |
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Abstract Remote sensing technology has been rapidly developed in recent decades, and has been widely used in ecology and environment field. MODIS is a new data source, and in its many products, land cover product is an important product, and it has often been used in global and regional models. In the present review, the procedure of producing land cover product is clearly discussed, and the feature of the classification based network or decision tree is introduced. The paper emphasized the importance of direction information in classification, detailed introduction of change vector analysis methods and land cover change detection based artificial nerve network, analyzed global 17 land cover types defined by IGBP, and compared with other 3 classification systems.
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Received: 2009-09-02
Accepted: 2009-12-06
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Corresponding Authors:
WEI Ya-xing
E-mail: wyx9585@sina.com
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[1] Martin Jung, Kathrin Henkel, Martin Herold, et al. Remote Sensing of Environment, 2006, 101: 534.
[2] Cihlar J. Int. J. Remote Sensing, 2000, 21: 1093.
[3] Yang X, Zhang K, Jia B, et al. Journal of Arid Environments, 2005, 63(2): 517.
[4] Hansen M C, DeFries R S, Townshend J R G, et al. Earth Interactions, 2003, 7(10): 15.
[5] Boles S, Xiao X, Liu J, et al. Remote Sensing of Environment, 2004 90: 477.
[6] Groten S M E, Ocatre R. International Journal of Remote Sensing, 2002, 23: 2797.
[7] Schmidt H, Karnieli A. Journal of Arid Environments, 2000, 45: 43.
[8] Peters A J, Eve M D. Environmental Monitoring and Assessment, 1995, 37: 273.
[9] Zha Y, Gao J. Journal of Arid Environments, 1997, 37(3): 419.
[10] Okin G S, Roberts D A. Manual of Remote Sensing, vol. 4, third ed. New York: Wiley, 2004. 111.
[11] Weiss J L, Gutzler D S, Coonrod J E A, et al. Journal of Arid Environments, 2004，58: 248.
[12] Huanga S, Siegert F. Journal of Arid Environments, 2006, 67: 308.
[13] YANG Jian-ping, DING Yong-jian, CHEN Ren-sheng(杨建平，丁永建，陈仁升). Acta Geographica Sinica(地理学报), 2005, 60(3): 467.
[14] WANG Li-wen，WEI Ya-xing，NIU Zheng(王莉雯, 卫亚星, 牛 铮). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2008，28(12)：2956.
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