Liu Xiangnan
Geosciences resources
China University of Geosciences Beijing
China
Biography
1983-1987: Hunan Normal University, Department of Geography, Geography, Bachelor 　　1987-1990: Department of Geography, Northeast Normal University, maps and remote sensing, a master's degree Postgraduate 　　1993-1996: Key Laboratory of Grassland Ecology Engineering, Northeast Normal University, Key Laboratory of Ecological Remote Sensing, Ph.D. 　　1996-1999: Key Laboratory of Forest Vegetation Ecology, Ministry of Education, Northeast Forestry University, Post-doctoral 　　1990-2005: Northeast Normal Department of Geography, lecturer, associate professor, professor, doctoral tutor 2006-present: China University of Geosciences (Beijing) Information Engineering, Professor, doctoral tutor
Research Interest
The main research interests include remote sensing geoscience application model, resource and environment remote sensing information mechanism, natural disaster remote sensing analysis and GIS spatial analysis and modeling.
Publications
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Liu M, Liu X, Ding W, Wu L. Monitoring stress levels on rice with heavy metal pollution from hyperspectral reflectance data using wavelet-fractal analysis. International Journal of Applied Earth Observation and Geoinformation. 2011 Apr 30;13(2):246-55.
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Liu M, Liu X, Li M, Fang M, Chi W. Neural-network model for estimating leaf chlorophyll concentration in rice under stress from heavy metals using four spectral indices. biosystems engineering. 2010 Jul 31;106(3):223-33.
