个人简介
宋开山 男 硕导 东北地理与农业生态研究所
宋开山，男，1974年生，博士，研究员，博士生导师，现任遥感与地理信息研究中心副主任兼中国科学院长春净月潭遥感试验站副站长，入选中国科学院“百人计划”。曾在澳大利亚CSIRO Land & Water研究中心从事地表蒸散发遥感研究；美国印第安纳大学博士后。担任国内外二十余家重要刊物审稿人；国家自然科学基金面上与重点项目函审专家。在内陆水生态系统遥感监测、区域土地利用变化等方面有较深入的研究。近年来主持国家自然科学基金面上项目、国家973基础研究计划专题、中国科学院知识创新工程重要方向项目、课题及专题等10余项。以第一作者和通讯作者发表论文80余篇，其中近5年以第一作者或通信作者发表SCI论文23篇/EI论文17篇；合作发表SCI论文50余篇；主编/合编专著各一部。多次到俄罗斯、日本、澳大利亚、韩国、南非、美国、中国香港进行短期访问与学术交流。
电子邮件：songks@neigae.ac.cn/songks@126.com
通信地址：吉林省长春市高新北区盛北大街4888号
邮政编码：130102
联系电话：86-**
教育经历与海外工作
1995-1999 吉林师范大学地理系，学士学位
1999-2002 东北师范大学城市与环境科学学院，硕士学位
2002-2005 中科院东北地理与农业生态研究所，博士学位
2007-2008 澳大利亚CSIRO水土研究中心，访问学者
2009-2012 印第安纳大学印第安纳波利斯校区地球科学系，博士后
工作经历
2005-2006 中国科学院东北地理与农业生态研究所 助理研究员
2006-2011 中国科学院东北地理与农业生态研究所所 副研究员
2011-至今 中国科学院东北地理与农业生态研究所 研究员
教授课程 地表参数遥感反演模型研究
科研活动
已完成课题
1. 中科院重要方向项目之课题：三江平原湿地植被定量遥感研究（2005-2007）
2. 中科院重要方向项目之专题：松花江水质污染遥感机理研究（2006-2007）
3. 中科院东北地理所前沿课题：湿地植被定量遥感研究（2007-2009）
4. 院地合作项目（副主持人）：吉林省重要水源地水质遥感监测与示范（2007-2009）
5. 中科院东北之春人才计划：东北农作物生理参数高光谱反演模型研究（2008-2010）
6. 中科院项目群之专题：粮食增产工程对查干湖水质影响及生态效应遥感研究（2009-2011）
7. 中科院重要方向项目之课题：土壤湿度与积雪参量微波遥感反演研究（2009-2011）
8. 中科院重要方向项目：基于卫地遥感信息的东北地区主要农作物生理参数反演研究（2010-2012）
在研项目
1. 国家重点自然基金课题：松嫩平原LUCC与湖沼生态系统演化的耦合机理（2011-2014）
2. 国家自然基金面上项目：内陆浑浊水体叶绿素a与藻清蛋白（PC）遥感反演研究（2012-2015）
3. 国家973计划专题：滨海湿地生态系统类型与格局演变规律研究 （2013-2017）
4. 院重点部署项目之课题：土壤理化性质遥感模型研究（2013-2016）
5. 中国科学院百人计划前期启动项目：内陆水体光学特性与水质遥感研究
专业与研究方向
专业
地图学与地理信息系统
方向
水体生物光学特性与水色遥感
内陆水体生产力与碳循环
土地利用及全球变化
专利与奖励
文章与著作
主要论文2014
Song, K. S., Li, L., Tedesco, L., Li, S., Hall, B., Du, J. 2014. Remote quantification of phycocyanin in potable water sources through an adaptive model. ISPRS Journal of Photogrammetry and Remote Sensing, DOI: 10.1016/j.isprs.2014.06.008
Song, K. S., Li, L., Tedesco, L., Li, S., Shi, K., Hall, B. 2014. Remote Estimation of Nutrients for a Drinking Water Source through Adaptive Modeling. Water Resources Management, DOI: 10.1007/s11269-014-0627-x
Song, K. S., Wang, Z.M., Du, J., Liu, L., Zeng, L.H., Ren, C.Y. 2014. Wetland degradation, driving forces and its environmental impacts in the Sanjiang Plain, China. Environmental Management, DOI: 10.1007/s00267-014-0278-y.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Li, L.H., Shi, K. 2014. Spectral Characterization of Colored Dissolved Organic Matter for Productive Inland Waters and Its Source Analysis. 24(2). DOI: 10.1007/s11769-014-0000-0.
Song, K. S., Li, L., Li, S., Tedesco, L., Duan, H. T., Li, Z. C., Shi, K., Du, J., Zhao, Y., Shao, T. T. 2014. Using Partial Least Squares-Artificial Neural Network for Inversion of Inland Water Chlorophyll-a. IEEE Transactions on Geoscience and Remote Sensing. 52: 1502-1517.
Song, K. S., Li, L., Duan, H. T., Tedesco, L., Li, L. H., Du, J. 2014. Remote quantification of total suspended matter through empirical approaches for inland waters. Journal of Environmental Informatics, 23(1): 23-36.
2013
Song, K. S., Li, L., Lenore, L. P., Li, S., Duan, H. T., Liu, D. W., Hall, B. E., Du, J., Li, Z. C., Shi, K., Zhao, Y. 2013. Remote estimation of chlorophyll-a in turbid inland waters: Three-band model versus GA-PLS model. Remote Sensing of Environment, 136, 342-357.
Song, K. S., Li, L., Li, Z. C., Tedesco, L., Hall, B., Shi, K. 2013. Remote detection of cyanobacteria through phycocyanin for water supply source using three-band model. Ecological Informatics, 15, 22-33.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Hall, B., Li, S., Shi, K., Liu, D. W., Sun, Y. 2013. Remote estimation of phycocyanin (PC) for inland waters coupled with YSI PC fluorescence probe. Environmental Science and Pollution Research, 20(8): 5330-5340.
Song, K. S., Zang, S. Y., Zhao, Y., Li, L., Du, J., Zhang, N. N., Wang, X. D., Shao, T. T., Liu, L., Guan, Y., 2013. Spatiotemporal characterization of dissolved Carbon for inland waters in semi-humid/semiarid region, China. Hydrology and Earth System Science, 17, 4269-4281.
Shi, K., Li, Y. M., Li, L., Lu, H., Song, K. S., Liu, Z. H., Xu, Y. F., Li, Z. C. 2013. Remote chlorophyll-a estimates for inland waters based on a cluster-based classification. Science of the Total Environment, 444: 1-15.
Li, Z. C., Li, L., Song, K. S., Cassar, N. 2013. Estimation of Phytoplankton Size Fractions Based on Spectral Features of Remote Sensing Ocean Color Data. Journal of Geophysical Research, Doi: 10.1002/jgrc.20137.
2012
Song, K. S., Wang, Z. M., Li, L., Tedesco, L., Li, F., Jin, C., Du, J. 2012. Wetlands shrinkage, fragmentation and their links to agriculture in the Muleng-Xingkai Plain, China. Journal of Environmental Management, 111: 120-132.
Song, K. S., Li, L., Li, S., Tedesco, L., Li, L. H., Hall, B. 2012. Hyperspectral remote sensing of total phosphorus (TP) in three central Indiana water supply reservoirs. Water, Air and Soil Pollution, 223(4): 1481-1502.
Song, K. S., Lu, D. M., Li, L., Li, S, Wang, Z. M., Du, J. 2012. Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling. Ecological Informactics, 10: 25-36.
Song, K. S., Li, L., Li, S., Tedesco, L., Hall, B., Li, Z. C. 2012. Hyperspectral retrieval of phycocyanin in potable water sources using genetic algorithm-partial least squares (GA–PLS) modeling. International Journal of Applied Earth Observation and Geoinformation, 18: 368-385.
Song, K. S., Li, L., Tedesco, L. P., Li, S., Clercin, A. N., Hall, B., Li, Z. C., Shi, K. 2012. Hyperspectral determination of eutrophication for a water supply source via genetic algorithm-partial least squares (GA–PLS) modeling. Science of the Total Environment, 426: 220-232.
Song, K. S., Wang, Z. M., Li, L., Xu, J. P. 2012. Retrieval of total suspended matter and chlorophyll-a using remote sensing data for drinking water resources. Environmental Monitoring and assessment, 184: 1449–1470.
Tang, X. G., Wang, Z. M., Liu, D. W., Song, K. S., Jia, M. M., Dong, Z. Y., Munger, J. W., Hollinger, D. Y., Bolstad, P. V., Goldstein, A. H., Desai, A. R., Dragoni, D., Liu, X. P. 2012. Estimating the net ecosystem exchange for the major forests in the northern United States by integrating MODIS and AmeriFlux data. Agricultural and Forest Meteorology, 156: 75–84.
Li, L. H., Li, L., Shi, K., Li, Z. C., Song, K. S. 2012. A semi-analytical algorithm for remote estimation of phycocyanin in inland waters. Science of the Total Environment, 435-436: 141–150.
Li, S., Li, L., Milliken, R., Song, K. S. 2012. Hybridization of partial least squares and neural network models for quantifying lunar surface minerals. Icarus, 211 (1): 208-225.
2011
Song, K. S., Wang, Z. M., Blackwell, J., Zhang, B., Zhang, Y. 2011. Water quality monitoring using Landsat Thematic Mapper data with empirical algorithms in Chagan Lake, China. Journal of Applied Remote Sensing, 5. Doi:10.1117/1.**.
Song, K. S., Wang, Z. M., Liu, Q. F., Liu, D. W., Ermoshin, V. V., Ganzei, S. S., Zhang, B., Ren, C. Y., Zeng, L. H., Du, J., 2011. Land Use/Land Cover (LULC) Classification with MODIS Time Series Data and Validation in the Amur River Basin. Geography and Natural Resources, 2011, 32(1): 9-15.
Zeng, L. H., Song, K. S*., Zhang, B., Li, L., Wang, Z. 2011. Evaportranspiration estimation using moderate resolution imaging spectroradiometer products through a surface energy balance algorithm for land model in Songnen Plain, China. Journal of Applied Remote Sensing, 5. Doi: 10.1117/1.**.
Wang, Z. M., Song, K. S., Hu, L. 2011. Response to “Rethinking ecological migration and the value of cultural continuity”. AMBIO, 40: 102-103.
Wang, Z. M., Song,K. S., Ma, W. H., Ren, C. Y., Zhang, B., Liu, D. W., Chen, J. M., Song, C. C. 2011. Loss and Fragmentation of Marshes in the Sanjiang Plain, Northeast China, 1954–2005. Wetland, 31 (5): 945-954.
Li, L. H., Li, L., Song, K. S., Li, Y. M., Shi, K., Li, Z. C. 2011. An improved analytical algorithm for remote estimation of chlorophyll-a in highly turbid waters. Environmental Research Letter. 6 034037 doi:10.1088/1748-9326/6/3/034037.
Wang, Z. M., Huang, N., Luo, L., Li, X., Ren, C., Song, K. S., Chen, J. M. 2011. Shrinkage and fragmentation of marshes in the West Songnen Plain, China, from 1954 to 2008 and its possible causes. International Journal of Earth Observation and Geoinformation, 13(3): 477-486.
Ren, C., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Yang, G., Liu, Z. 2011. Spatial variation of soil organic carbon and its relationship with environmental factors in the farming-pastoral eco-tone of Northeast China. Fresenius Environmental Bulletin, 20(1a): 253-261.
Liu, H. J., Zhang, X. L., Yu, W. T., Zhang, B., Song, K. S., Blackwell, J. 2011. Simulating models for Phaeozem hyperspectral reflectance. International Journal of Remote Sensing, 32(13), 3819-3834.
Tang, X. G., Liu, D. W., Song, K. S., Munger, J. W., Zhang, B., Wang, Z. M. 2011. A new model of net ecosystem carbon exchange for the deciduous-dominated forest by integrating MODIS and flux data. Ecological Engineering, 37: 1567–1571.
2010
Song, K. S., Liu, D. W., Li, L., Wang, Z. M., Wang, Y., Jiang, G. 2010. Spectral absorption properties of colored dissolved organic matter (CDOM) and total suspended matter (TSM) of inland waters. Proc. SPIE 7811, 78110B. doi:10.1117/12.859634.
Song, K. S., Lu, D., Liu, D. W, Wang, Z. M., Li, L. 2010. Retrieval of total suspended matter (TSM) using remotely sensed images in Shitoukoumen Reservoir, Northeast China. IGARSS10, Honolulu, HI, p. 405-408.
Song, K. S., Wu, J. J., Li, L., Wang, Z. M., Lu, D. M., Du, J., Zhang, B. 2010. MODIS-derived atmospheric water vapor (AWV) content and its correlation to land use and land cover in Northeast China. Proc. SPIE 7809, 78090L. doi:10.1117/12.859487.
Wang, Z. M., Hu, L., Song, K. S., Zhang, B. 2010. China’s largest ecological migration in the Three-River Headwater Region. AMBIO, 39: 443-446.
Wang, Z. M., Zhang, B., Song, K. S., Liu, D. W., Li, F., Ren, C., Hu, L., Yang, H., Liu, Z. 2010. Spatial variability of soil organic carbon under maize monoculture in the Song-nen Plain, Northeast China. Pedosphere, 20(1): 80-89.
Zhang, S., Wang, Z. M., Zhang, B., Ren C., Song, K. S., Liu, D. W., Hu, L. 2010. Assessment and Identification of the Critical Source Areas for Diffuse Phosphorus Loss in Shuangyang River Watershed, Northeast China. Fresenius Environmental Bulletin, 19(12): 2832-2839.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Application of Multivariate Model Based on Three Simulated Sensors for Water Quality Variables Estimation in Shitoukoumen Reservoir, Jilin Province, China. Chinese Geographical Science, 20(4): 337-344.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M., Du, J., Zeng, L. H., Lei, X. C. 2010. Wavelet Transform (WT) and neural network model applied to canopy hyperspectral data for corn Chl-a estimation in Songnen Plain, China. Proc. SPIE 7799, 77990P. doi:10.1117/12.859690.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M. 2010. Application of Wavelet Transform (WT) on canopy hyperspectral data for soybean Leaf Area Index (LAI) estimation in the Songnen Plain, China. Proc. SPIE 7807, 78070V. doi:10.1117/12.860896.
Tang, X. G., Song, K. S., Liu, D. W., Wang, Z. M., Zhang, B., Yang, F. 2010. Application of PCA and canopy near, shortwave-infrared bands for soybean and corn FPAR estimation in the Songnen plain, China. IGARSS10, p. 1485-1488.
Tang, X. G., Song, K. S., Wang, Z. M., Liu, D. W., 2010. Estimating the net ecosystem carbon exchange for the deciduous broadleaf forest by exclusive use of MODIS data. IEEE ICMT 2010 Proceedings, p. 1090-1093.
Lei, X. C., Song, K. S*. 2010. Analysis on the spectral reflectance response to snow contaminants in northeast china. IGARSS 2010, p. 1741-1744.
Wu, Y. Q., Song, K. S., Zhao, K., Wang, Z. M., Liu, D. W., Du, J. Lei, X. C., Zhang, B. 2010. Retrieval of soil moisture using ground-based microwave radiometer. Multimedia Technology, 2010 International Conference, ICTM10. Doi.10.1109/ICMULT.2010.**.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Spatial distribution and the possible sources of CDOM for inland water in summer in the Northeast China. IGRASS10, p. 386-388.
Li, L., Li, L., Song, K. S. 2010. A bio-optical approach to estimating chlorophyll-a concentration from hyperspectral remote sensing. Proceedings of SPIE, V. 7809, 78090E.
2009
Song, K. S., Hafeez, M., Du, J., Liu, D. W. 2009. Comparison Study on mapping of ET in the CIA of Murrumbidgee Catchment with Remote Sensing satellite data: examples from the Nafe06 Experimentation. IGARSS09, p. 2701-2704. Doi. 10.1109/IGARSS.2009.**.
Song, K. S., Jia, M. M., Hafeez, M., Wang, Z. M., Lu, D. M., Zeng, L. H., Liu, D. W., Zhang, B., Du, J., Liu, Q. F. 2009. Land use/cover characterization with MODIS time series data with hybrid classification method over Australia for 2001 and 2003. IGARSS09, III-306-III-309.
Song, K. S., Wang, Z. M., Liu, Q. F., Lu, D. M., Yang, G., Zeng, L. H., Liu, D. W., Zhang, B., Du, J. 2009. Land use/land cover (LULC) characterization with MODIS time series data in the Amu River Basin. IGARSS09, IV-310 - IV-313.
Song, K. S., Zhong, G. X., Wang, Z. M., Liu, D. W. 2009. Comparison study of seasonal snow cover area (SCA) from space-borne satellite data in the Heilongjiang Basin. SPIE, 0277-786X, V. 7471.
Wang, Z. M., Song, K. S*., Zhang, B., Liu, D. W. 2009. Spatial variability and affecting factors of soil nutrients in croplands of Northeast China: a case study in Dehui County. Plant, Soil and Environment, 55(3): 110-120.
Wang, Z. M., Song, K. S., Zhang, B. , Liu, D. W., Ren, C., Luo, L., Yang, T., Huang, N., Hu, L., Yang, H. J., Liu, Z. M. 2009. Shrinkage and fragmentation of grasslands in the West Songnen Plain, China. Agriculture, Ecosystems and Environment, 129: 315-324.
Xu, J., Zhang, B., Fang Li, Song, K. S., Wang, Z. M., Liu, D. W., Zhang, G. X. 2009. Retrieval of total suspended matters using field spectral data in Shitoukoumen Reservoir, China. Chinese Geographic Sciences, 19(1): 77-82.
Wang, Z. M., Zhang, B., Song, K. S., Guo, Z., Zhang, S., Liu, D. W., Zhang, S., Li, F., Yang, F., Liu, Z. 2009. Land use changes in Northeast China driven by human activities and climatic variation. Chinese Geographical Science, 19(3): 225-230.
Liu, D. W., Wang, Z. M*., Song, K. S., Zhang, B., Hu, L. J., Huang, N., Zhang, S. M., Luo, L., Zhang, C. H., Jiang, G. J. 2009. Land use/cover changes and environmental consequences in Songnen Plain, Northeast China. Chinese Geographical Science, 19(4): 299-305.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W., Ren, C., Zhang, S., Hu, L., Yang, H., Liu, Z. 2009. Landscape and land use effects on the spatial variation of soil chemical properties. Communications in Soil Science and Plant Analysis, 40(15-16): 2389 – 2412.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2009. Analysis of urban thermal characteristics and associated land cover with landsat TM/ETM+ data in Shenyang, China. SPIE, 0277-787X, V. 7471.
2008
Song, K. S., Zhang, Y. Z. 2008. Snow-cover environmental monitoring and assessment in Northeast China Using passive microwave emission models. Environmental Monitoring and assessment, 140(1-3): 223-229.
Song, K. S., Zhang, Y. Z., Jin, C., Yan, S. 2008. Seasonal snow monitoring in Northeast China using space-borne sensors: preliminary results. Chinese Professionals in Geographic Information Science, 14(2):112-118.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W. 2008. Soil organic carbon under different landscape attributes in croplands of Northeast China. Plant, Soil and Environment, 54(10): 420-427.
Wang, Z. M., Zhang, Y. B., Zhang, B., Song, K. S*, Liu, D. W. 2008. Landscape dynamics and driving factors in Da’an County of Jilin Province in Northeast China during 1956-2000. Chinese Geographical Science, 18(2): 137-145.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2008. Estmating Impervious Surface for the Urban Area Expansion: Examples from Changchun, Northeast China. ISPRS, 2008 Beijing, Vol. XXXVII. Part B8. p. 385-391.
Liu, H., Zhang, B., Zhang, Y., Song, K. S., Wang, Z. M., Li, F., Hu, M. 2008. Soil taxonomy on the basis of reflectance spectral characteristics. Spectroscopy and Spectral Analysis, 28(3): 624-628.
Duan, H. T., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M., Liu, D. W., Li, F. 2008. Estimation of chlorophyll-a concentration and trophic states for inland lakes in Northeast China from Landsat TM data and field spectral measurements. International Journal of Remote Sensing, 29: 767-786.
2007
Song, K. S., Zhang, Y. Z., Zhang, B., Liu, D. W., Wang, Z. M., Duan, H. T. 2007. Inverse data modeling for the optical properties of the eutrophic lake from reflectance spectra in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Application, 21(7): 889–898.
Xu,J. P., Zhang, B., Song, K. S., Wang, Z. M. 2007. Simplified bio-optical modeling of concentrations of total suspended matter in a turbid inland water condition. SPIE, 0277-786X, V.6752-54.
Li, X., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Guo, Z. 2007. Assessment for salinized wasteland expansion and land use change using GIS and remote sensing in the west part of Northeast China. Environmental Monitoring and Assessment, 131 (1-3): 421-437.
Ren, C., Zhang, B., Wang, Z. M., Song, K. S., Liu, D. W., Liu, Z. 2007. A GIS-based Tupu analysis of dynamics of saline-alkali land in Western Jilin Province. Chinese Geographical Science, 17(4): 333-340.
Duan, H., Zhang, Y., Zhang, B., Song, K. S., Wang, Z. M. 2007. Assessment of chlorophyll-a and trophic state for Lake Chagan using Landsat TM and field spectral data. Environmental Monitoring and Assessment, 129: 295-308.
Duan, H., Ma, R., Zhang, B., Song, K. S., Wang, Z. M. 2007. Determination of chlorophyll-a concentration using inverse continuum removal analysis of fluorescence peak in Lake Chagan, China. Proceedings of SPIE, Vol. 6752, 67521M.
2006
Song, K. S., Zhang, B., Wang, Z., Li, F., Duan, H., Guo, Y. 2006. Water TOC and TP Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3438 - 3442.
Liu, D. W., Song, K. S*., Zhang, B., Wang, Z. M., Li, F. 2006. Water Chlorophyll-a Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3654-3657.
Liu, D. W., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M. Duan, T. H. 2006. Effects of sensor noise in spectral measurement on chlorophyll-a retrieval in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Applications, 20(4): 547-557.
Liu, D. W., Wang, Z. M., Zhang, B., Song, K. S., Li, X. Y., Li, F., Li, J. P. 2006. Spatial distribution of soil organic carbon and analysis of related factors in cropland of the black soil region, Northeast China. Agriculture, Ecosystems and Environment, 113 (1): 73-81.
Wang, Z. M., Zhang, B., Li, X., Zhang, S., Song, K. S. 2006. Simulating Spring Wheat Growth in Black Soil Zone of Northeast China Using CropSyst. Pedosphere, 16(3): 354-361.
Wang, Z. M., Zhang, B., Zhang, S., Li, X., Liu, D. W., Song, K. S, Li, J. P., Li, F., Duan, H. T. 2006. Changes of land use and of ecosystem service values in Sanjiang Plain, Northeast China. Environmental Monitoring and Assessment, 112: 69-91.
2005 and before
Song, K. S., Zhang, B., Duan, H., Wang, Z. 2005. Establishing a ann model with in-situ hyperspectral data for estimation chlorophyll-a concentrations in Nanhu Lake of Changchun, China. IGARSS05, p. 5343-5346.
Zhang, B., Zhang, Y. Z., Song, K. S., Wang, Z. M., Li, F., Duan, H. T. 2005. The optical properties of the eutrophic water: a case study of Nanhu Lake in Changchun, China. Journal of Electromagnetic Waves and Applications, 19(3): 389-400.
Liu, D. W., Song, K. S*. 2005. Hyperspectral Approaches for Detecting the Roadside Tree Chlorophyll Content with BP neural networks. IGARSS 2005, IGARSS05, p. 3032-3035.
Zhang, B., Zhang, Y. Z., Song, K. S., Zhang, B., 2004. Detection of Sea Surface Temperature (SST) and Salinity Using Thermal Infrared Data of AVHRR and MODIS in the Gulf of Bohai Sea of China. International Journal of Infrared and Millimeter Waves, 25(1): 129-137.
Song, K. S., Zhang, B., Zhao, Y. S. 2003. Study on Polarizing Reflectance Characteristics of Leaves from Four Species of Deciduous Tree at various phenological phase in Northeast of China. IGARSS03, p. 4416-4418.
专利与软件著作权水体中总颗粒物吸收系数及浮游植物吸收系数的测定方法（**5.1）
测定水体中有色溶解有机物吸收系数的方法（**1.3）
水质监测评价系统V1.0 （2011年）
招生与学生培养
招生信息拟招收环境科学、应用化学、自然地理学、遥感与地理信息、水文专业学生
毕业硕士研究生曾丽红 硕士研究生（2006级）-地图学与地理信息系统
雷小春 硕士研究生（2008级）-地图学与地理信息系统
邵田田 硕士研究生（2009级）-地图学与地理信息系统
丁智 硕士研究生（2011级）-地图学与地理信息系统
在读学生邵田田 博士研究生（2012级）-地图学与地理信息系统
联合培养学生刘蕾 硕士研究生（2011级）哈尔滨师范大学地理科学学院
关莹 硕士研究生（2011级）哈尔滨师范大学地理科学学院
魏锦宏 硕士研究生（2011级）西南林业大学林学院
侯佳妮 硕士研究生（2011级）东北师范大学城市与环境科学学院
刘 杨 硕士研究生（2010级）东北师范大学城市与环境科学学院
高 邰 硕士研究生（2009级）吉林师范大学旅游与地理学院
王沫威 硕士研究生（2009级）东北师范大学城市与环境科学学院
吴俊杰 硕士研究生（2008级）东北师范大学城市与环境科学学院
刘庆凤 硕士研究生（2007级）吉林师范大学旅游与地理学院
社会兼职所属学会
1. 吉林省遥感学会常务理事
2. 吉林省地理学会会员
3. 美国地球物理协会会员（AGU）
稿件审理
中文期刊：地理科学、生态学报、生态学杂志、应用生态学报、植物生态学报、遥感技术与应用、中科院研究生院学报、干旱区研究、中国科学-D辑、光谱学与光谱分析、红外与毫米波.
外文期刊：Remote Sensing of Environment; Water Research; ISPRS-PE&RS; International Journal of remote sensing; Physics and Chemistry of the Earth; The Science of Total Environment; Progress in Electromanatic Research; Geocarto International; Journal of Applied Remote Sensing; IEEE-Geoscience and Remote Sensing Letter; Journal of Chinese Geographic Science; Optical Engineering; Computers and Electronics in Agriculture; Remote Sensing; IEEE Transactions on Geoscience and Remote Sensing; Stochastic Environmental Research and Risk Assessment.
2005-2006 中国科学院东北地理与农业生态研究所 助理研究员
2006-2011 中国科学院东北地理与农业生态研究所所 副研究员
2011-至今 中国科学院东北地理与农业生态研究所 研究员
教授课程 地表参数遥感反演模型研究
科研活动
已完成课题
1. 中科院重要方向项目之课题：三江平原湿地植被定量遥感研究（2005-2007）
2. 中科院重要方向项目之专题：松花江水质污染遥感机理研究（2006-2007）
3. 中科院东北地理所前沿课题：湿地植被定量遥感研究（2007-2009）
4. 院地合作项目（副主持人）：吉林省重要水源地水质遥感监测与示范（2007-2009）
5. 中科院东北之春人才计划：东北农作物生理参数高光谱反演模型研究（2008-2010）
6. 中科院项目群之专题：粮食增产工程对查干湖水质影响及生态效应遥感研究（2009-2011）
7. 中科院重要方向项目之课题：土壤湿度与积雪参量微波遥感反演研究（2009-2011）
8. 中科院重要方向项目：基于卫地遥感信息的东北地区主要农作物生理参数反演研究（2010-2012）
在研项目
1. 国家重点自然基金课题：松嫩平原LUCC与湖沼生态系统演化的耦合机理（2011-2014）
2. 国家自然基金面上项目：内陆浑浊水体叶绿素a与藻清蛋白（PC）遥感反演研究（2012-2015）
3. 国家973计划专题：滨海湿地生态系统类型与格局演变规律研究 （2013-2017）
4. 院重点部署项目之课题：土壤理化性质遥感模型研究（2013-2016）
5. 中国科学院百人计划前期启动项目：内陆水体光学特性与水质遥感研究
专业与研究方向
专业
地图学与地理信息系统
方向
水体生物光学特性与水色遥感
内陆水体生产力与碳循环
土地利用及全球变化
专利与奖励
文章与著作
主要论文2014
Song, K. S., Li, L., Tedesco, L., Li, S., Hall, B., Du, J. 2014. Remote quantification of phycocyanin in potable water sources through an adaptive model. ISPRS Journal of Photogrammetry and Remote Sensing, DOI: 10.1016/j.isprs.2014.06.008
Song, K. S., Li, L., Tedesco, L., Li, S., Shi, K., Hall, B. 2014. Remote Estimation of Nutrients for a Drinking Water Source through Adaptive Modeling. Water Resources Management, DOI: 10.1007/s11269-014-0627-x
Song, K. S., Wang, Z.M., Du, J., Liu, L., Zeng, L.H., Ren, C.Y. 2014. Wetland degradation, driving forces and its environmental impacts in the Sanjiang Plain, China. Environmental Management, DOI: 10.1007/s00267-014-0278-y.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Li, L.H., Shi, K. 2014. Spectral Characterization of Colored Dissolved Organic Matter for Productive Inland Waters and Its Source Analysis. 24(2). DOI: 10.1007/s11769-014-0000-0.
Song, K. S., Li, L., Li, S., Tedesco, L., Duan, H. T., Li, Z. C., Shi, K., Du, J., Zhao, Y., Shao, T. T. 2014. Using Partial Least Squares-Artificial Neural Network for Inversion of Inland Water Chlorophyll-a. IEEE Transactions on Geoscience and Remote Sensing. 52: 1502-1517.
Song, K. S., Li, L., Duan, H. T., Tedesco, L., Li, L. H., Du, J. 2014. Remote quantification of total suspended matter through empirical approaches for inland waters. Journal of Environmental Informatics, 23(1): 23-36.
2013
Song, K. S., Li, L., Lenore, L. P., Li, S., Duan, H. T., Liu, D. W., Hall, B. E., Du, J., Li, Z. C., Shi, K., Zhao, Y. 2013. Remote estimation of chlorophyll-a in turbid inland waters: Three-band model versus GA-PLS model. Remote Sensing of Environment, 136, 342-357.
Song, K. S., Li, L., Li, Z. C., Tedesco, L., Hall, B., Shi, K. 2013. Remote detection of cyanobacteria through phycocyanin for water supply source using three-band model. Ecological Informatics, 15, 22-33.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Hall, B., Li, S., Shi, K., Liu, D. W., Sun, Y. 2013. Remote estimation of phycocyanin (PC) for inland waters coupled with YSI PC fluorescence probe. Environmental Science and Pollution Research, 20(8): 5330-5340.
Song, K. S., Zang, S. Y., Zhao, Y., Li, L., Du, J., Zhang, N. N., Wang, X. D., Shao, T. T., Liu, L., Guan, Y., 2013. Spatiotemporal characterization of dissolved Carbon for inland waters in semi-humid/semiarid region, China. Hydrology and Earth System Science, 17, 4269-4281.
Shi, K., Li, Y. M., Li, L., Lu, H., Song, K. S., Liu, Z. H., Xu, Y. F., Li, Z. C. 2013. Remote chlorophyll-a estimates for inland waters based on a cluster-based classification. Science of the Total Environment, 444: 1-15.
Li, Z. C., Li, L., Song, K. S., Cassar, N. 2013. Estimation of Phytoplankton Size Fractions Based on Spectral Features of Remote Sensing Ocean Color Data. Journal of Geophysical Research, Doi: 10.1002/jgrc.20137.
2012
Song, K. S., Wang, Z. M., Li, L., Tedesco, L., Li, F., Jin, C., Du, J. 2012. Wetlands shrinkage, fragmentation and their links to agriculture in the Muleng-Xingkai Plain, China. Journal of Environmental Management, 111: 120-132.
Song, K. S., Li, L., Li, S., Tedesco, L., Li, L. H., Hall, B. 2012. Hyperspectral remote sensing of total phosphorus (TP) in three central Indiana water supply reservoirs. Water, Air and Soil Pollution, 223(4): 1481-1502.
Song, K. S., Lu, D. M., Li, L., Li, S, Wang, Z. M., Du, J. 2012. Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling. Ecological Informactics, 10: 25-36.
Song, K. S., Li, L., Li, S., Tedesco, L., Hall, B., Li, Z. C. 2012. Hyperspectral retrieval of phycocyanin in potable water sources using genetic algorithm-partial least squares (GA–PLS) modeling. International Journal of Applied Earth Observation and Geoinformation, 18: 368-385.
Song, K. S., Li, L., Tedesco, L. P., Li, S., Clercin, A. N., Hall, B., Li, Z. C., Shi, K. 2012. Hyperspectral determination of eutrophication for a water supply source via genetic algorithm-partial least squares (GA–PLS) modeling. Science of the Total Environment, 426: 220-232.
Song, K. S., Wang, Z. M., Li, L., Xu, J. P. 2012. Retrieval of total suspended matter and chlorophyll-a using remote sensing data for drinking water resources. Environmental Monitoring and assessment, 184: 1449–1470.
Tang, X. G., Wang, Z. M., Liu, D. W., Song, K. S., Jia, M. M., Dong, Z. Y., Munger, J. W., Hollinger, D. Y., Bolstad, P. V., Goldstein, A. H., Desai, A. R., Dragoni, D., Liu, X. P. 2012. Estimating the net ecosystem exchange for the major forests in the northern United States by integrating MODIS and AmeriFlux data. Agricultural and Forest Meteorology, 156: 75–84.
Li, L. H., Li, L., Shi, K., Li, Z. C., Song, K. S. 2012. A semi-analytical algorithm for remote estimation of phycocyanin in inland waters. Science of the Total Environment, 435-436: 141–150.
Li, S., Li, L., Milliken, R., Song, K. S. 2012. Hybridization of partial least squares and neural network models for quantifying lunar surface minerals. Icarus, 211 (1): 208-225.
2011
Song, K. S., Wang, Z. M., Blackwell, J., Zhang, B., Zhang, Y. 2011. Water quality monitoring using Landsat Thematic Mapper data with empirical algorithms in Chagan Lake, China. Journal of Applied Remote Sensing, 5. Doi:10.1117/1.**.
Song, K. S., Wang, Z. M., Liu, Q. F., Liu, D. W., Ermoshin, V. V., Ganzei, S. S., Zhang, B., Ren, C. Y., Zeng, L. H., Du, J., 2011. Land Use/Land Cover (LULC) Classification with MODIS Time Series Data and Validation in the Amur River Basin. Geography and Natural Resources, 2011, 32(1): 9-15.
Zeng, L. H., Song, K. S*., Zhang, B., Li, L., Wang, Z. 2011. Evaportranspiration estimation using moderate resolution imaging spectroradiometer products through a surface energy balance algorithm for land model in Songnen Plain, China. Journal of Applied Remote Sensing, 5. Doi: 10.1117/1.**.
Wang, Z. M., Song, K. S., Hu, L. 2011. Response to “Rethinking ecological migration and the value of cultural continuity”. AMBIO, 40: 102-103.
Wang, Z. M., Song,K. S., Ma, W. H., Ren, C. Y., Zhang, B., Liu, D. W., Chen, J. M., Song, C. C. 2011. Loss and Fragmentation of Marshes in the Sanjiang Plain, Northeast China, 1954–2005. Wetland, 31 (5): 945-954.
Li, L. H., Li, L., Song, K. S., Li, Y. M., Shi, K., Li, Z. C. 2011. An improved analytical algorithm for remote estimation of chlorophyll-a in highly turbid waters. Environmental Research Letter. 6 034037 doi:10.1088/1748-9326/6/3/034037.
Wang, Z. M., Huang, N., Luo, L., Li, X., Ren, C., Song, K. S., Chen, J. M. 2011. Shrinkage and fragmentation of marshes in the West Songnen Plain, China, from 1954 to 2008 and its possible causes. International Journal of Earth Observation and Geoinformation, 13(3): 477-486.
Ren, C., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Yang, G., Liu, Z. 2011. Spatial variation of soil organic carbon and its relationship with environmental factors in the farming-pastoral eco-tone of Northeast China. Fresenius Environmental Bulletin, 20(1a): 253-261.
Liu, H. J., Zhang, X. L., Yu, W. T., Zhang, B., Song, K. S., Blackwell, J. 2011. Simulating models for Phaeozem hyperspectral reflectance. International Journal of Remote Sensing, 32(13), 3819-3834.
Tang, X. G., Liu, D. W., Song, K. S., Munger, J. W., Zhang, B., Wang, Z. M. 2011. A new model of net ecosystem carbon exchange for the deciduous-dominated forest by integrating MODIS and flux data. Ecological Engineering, 37: 1567–1571.
2010
Song, K. S., Liu, D. W., Li, L., Wang, Z. M., Wang, Y., Jiang, G. 2010. Spectral absorption properties of colored dissolved organic matter (CDOM) and total suspended matter (TSM) of inland waters. Proc. SPIE 7811, 78110B. doi:10.1117/12.859634.
Song, K. S., Lu, D., Liu, D. W, Wang, Z. M., Li, L. 2010. Retrieval of total suspended matter (TSM) using remotely sensed images in Shitoukoumen Reservoir, Northeast China. IGARSS10, Honolulu, HI, p. 405-408.
Song, K. S., Wu, J. J., Li, L., Wang, Z. M., Lu, D. M., Du, J., Zhang, B. 2010. MODIS-derived atmospheric water vapor (AWV) content and its correlation to land use and land cover in Northeast China. Proc. SPIE 7809, 78090L. doi:10.1117/12.859487.
Wang, Z. M., Hu, L., Song, K. S., Zhang, B. 2010. China’s largest ecological migration in the Three-River Headwater Region. AMBIO, 39: 443-446.
Wang, Z. M., Zhang, B., Song, K. S., Liu, D. W., Li, F., Ren, C., Hu, L., Yang, H., Liu, Z. 2010. Spatial variability of soil organic carbon under maize monoculture in the Song-nen Plain, Northeast China. Pedosphere, 20(1): 80-89.
Zhang, S., Wang, Z. M., Zhang, B., Ren C., Song, K. S., Liu, D. W., Hu, L. 2010. Assessment and Identification of the Critical Source Areas for Diffuse Phosphorus Loss in Shuangyang River Watershed, Northeast China. Fresenius Environmental Bulletin, 19(12): 2832-2839.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Application of Multivariate Model Based on Three Simulated Sensors for Water Quality Variables Estimation in Shitoukoumen Reservoir, Jilin Province, China. Chinese Geographical Science, 20(4): 337-344.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M., Du, J., Zeng, L. H., Lei, X. C. 2010. Wavelet Transform (WT) and neural network model applied to canopy hyperspectral data for corn Chl-a estimation in Songnen Plain, China. Proc. SPIE 7799, 77990P. doi:10.1117/12.859690.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M. 2010. Application of Wavelet Transform (WT) on canopy hyperspectral data for soybean Leaf Area Index (LAI) estimation in the Songnen Plain, China. Proc. SPIE 7807, 78070V. doi:10.1117/12.860896.
Tang, X. G., Song, K. S., Liu, D. W., Wang, Z. M., Zhang, B., Yang, F. 2010. Application of PCA and canopy near, shortwave-infrared bands for soybean and corn FPAR estimation in the Songnen plain, China. IGARSS10, p. 1485-1488.
Tang, X. G., Song, K. S., Wang, Z. M., Liu, D. W., 2010. Estimating the net ecosystem carbon exchange for the deciduous broadleaf forest by exclusive use of MODIS data. IEEE ICMT 2010 Proceedings, p. 1090-1093.
Lei, X. C., Song, K. S*. 2010. Analysis on the spectral reflectance response to snow contaminants in northeast china. IGARSS 2010, p. 1741-1744.
Wu, Y. Q., Song, K. S., Zhao, K., Wang, Z. M., Liu, D. W., Du, J. Lei, X. C., Zhang, B. 2010. Retrieval of soil moisture using ground-based microwave radiometer. Multimedia Technology, 2010 International Conference, ICTM10. Doi.10.1109/ICMULT.2010.**.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Spatial distribution and the possible sources of CDOM for inland water in summer in the Northeast China. IGRASS10, p. 386-388.
Li, L., Li, L., Song, K. S. 2010. A bio-optical approach to estimating chlorophyll-a concentration from hyperspectral remote sensing. Proceedings of SPIE, V. 7809, 78090E.
2009
Song, K. S., Hafeez, M., Du, J., Liu, D. W. 2009. Comparison Study on mapping of ET in the CIA of Murrumbidgee Catchment with Remote Sensing satellite data: examples from the Nafe06 Experimentation. IGARSS09, p. 2701-2704. Doi. 10.1109/IGARSS.2009.**.
Song, K. S., Jia, M. M., Hafeez, M., Wang, Z. M., Lu, D. M., Zeng, L. H., Liu, D. W., Zhang, B., Du, J., Liu, Q. F. 2009. Land use/cover characterization with MODIS time series data with hybrid classification method over Australia for 2001 and 2003. IGARSS09, III-306-III-309.
Song, K. S., Wang, Z. M., Liu, Q. F., Lu, D. M., Yang, G., Zeng, L. H., Liu, D. W., Zhang, B., Du, J. 2009. Land use/land cover (LULC) characterization with MODIS time series data in the Amu River Basin. IGARSS09, IV-310 - IV-313.
Song, K. S., Zhong, G. X., Wang, Z. M., Liu, D. W. 2009. Comparison study of seasonal snow cover area (SCA) from space-borne satellite data in the Heilongjiang Basin. SPIE, 0277-786X, V. 7471.
Wang, Z. M., Song, K. S*., Zhang, B., Liu, D. W. 2009. Spatial variability and affecting factors of soil nutrients in croplands of Northeast China: a case study in Dehui County. Plant, Soil and Environment, 55(3): 110-120.
Wang, Z. M., Song, K. S., Zhang, B. , Liu, D. W., Ren, C., Luo, L., Yang, T., Huang, N., Hu, L., Yang, H. J., Liu, Z. M. 2009. Shrinkage and fragmentation of grasslands in the West Songnen Plain, China. Agriculture, Ecosystems and Environment, 129: 315-324.
Xu, J., Zhang, B., Fang Li, Song, K. S., Wang, Z. M., Liu, D. W., Zhang, G. X. 2009. Retrieval of total suspended matters using field spectral data in Shitoukoumen Reservoir, China. Chinese Geographic Sciences, 19(1): 77-82.
Wang, Z. M., Zhang, B., Song, K. S., Guo, Z., Zhang, S., Liu, D. W., Zhang, S., Li, F., Yang, F., Liu, Z. 2009. Land use changes in Northeast China driven by human activities and climatic variation. Chinese Geographical Science, 19(3): 225-230.
Liu, D. W., Wang, Z. M*., Song, K. S., Zhang, B., Hu, L. J., Huang, N., Zhang, S. M., Luo, L., Zhang, C. H., Jiang, G. J. 2009. Land use/cover changes and environmental consequences in Songnen Plain, Northeast China. Chinese Geographical Science, 19(4): 299-305.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W., Ren, C., Zhang, S., Hu, L., Yang, H., Liu, Z. 2009. Landscape and land use effects on the spatial variation of soil chemical properties. Communications in Soil Science and Plant Analysis, 40(15-16): 2389 – 2412.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2009. Analysis of urban thermal characteristics and associated land cover with landsat TM/ETM+ data in Shenyang, China. SPIE, 0277-787X, V. 7471.
2008
Song, K. S., Zhang, Y. Z. 2008. Snow-cover environmental monitoring and assessment in Northeast China Using passive microwave emission models. Environmental Monitoring and assessment, 140(1-3): 223-229.
Song, K. S., Zhang, Y. Z., Jin, C., Yan, S. 2008. Seasonal snow monitoring in Northeast China using space-borne sensors: preliminary results. Chinese Professionals in Geographic Information Science, 14(2):112-118.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W. 2008. Soil organic carbon under different landscape attributes in croplands of Northeast China. Plant, Soil and Environment, 54(10): 420-427.
Wang, Z. M., Zhang, Y. B., Zhang, B., Song, K. S*, Liu, D. W. 2008. Landscape dynamics and driving factors in Da’an County of Jilin Province in Northeast China during 1956-2000. Chinese Geographical Science, 18(2): 137-145.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2008. Estmating Impervious Surface for the Urban Area Expansion: Examples from Changchun, Northeast China. ISPRS, 2008 Beijing, Vol. XXXVII. Part B8. p. 385-391.
Liu, H., Zhang, B., Zhang, Y., Song, K. S., Wang, Z. M., Li, F., Hu, M. 2008. Soil taxonomy on the basis of reflectance spectral characteristics. Spectroscopy and Spectral Analysis, 28(3): 624-628.
Duan, H. T., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M., Liu, D. W., Li, F. 2008. Estimation of chlorophyll-a concentration and trophic states for inland lakes in Northeast China from Landsat TM data and field spectral measurements. International Journal of Remote Sensing, 29: 767-786.
2007
Song, K. S., Zhang, Y. Z., Zhang, B., Liu, D. W., Wang, Z. M., Duan, H. T. 2007. Inverse data modeling for the optical properties of the eutrophic lake from reflectance spectra in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Application, 21(7): 889–898.
Xu,J. P., Zhang, B., Song, K. S., Wang, Z. M. 2007. Simplified bio-optical modeling of concentrations of total suspended matter in a turbid inland water condition. SPIE, 0277-786X, V.6752-54.
Li, X., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Guo, Z. 2007. Assessment for salinized wasteland expansion and land use change using GIS and remote sensing in the west part of Northeast China. Environmental Monitoring and Assessment, 131 (1-3): 421-437.
Ren, C., Zhang, B., Wang, Z. M., Song, K. S., Liu, D. W., Liu, Z. 2007. A GIS-based Tupu analysis of dynamics of saline-alkali land in Western Jilin Province. Chinese Geographical Science, 17(4): 333-340.
Duan, H., Zhang, Y., Zhang, B., Song, K. S., Wang, Z. M. 2007. Assessment of chlorophyll-a and trophic state for Lake Chagan using Landsat TM and field spectral data. Environmental Monitoring and Assessment, 129: 295-308.
Duan, H., Ma, R., Zhang, B., Song, K. S., Wang, Z. M. 2007. Determination of chlorophyll-a concentration using inverse continuum removal analysis of fluorescence peak in Lake Chagan, China. Proceedings of SPIE, Vol. 6752, 67521M.
2006
Song, K. S., Zhang, B., Wang, Z., Li, F., Duan, H., Guo, Y. 2006. Water TOC and TP Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3438 - 3442.
Liu, D. W., Song, K. S*., Zhang, B., Wang, Z. M., Li, F. 2006. Water Chlorophyll-a Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3654-3657.
Liu, D. W., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M. Duan, T. H. 2006. Effects of sensor noise in spectral measurement on chlorophyll-a retrieval in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Applications, 20(4): 547-557.
Liu, D. W., Wang, Z. M., Zhang, B., Song, K. S., Li, X. Y., Li, F., Li, J. P. 2006. Spatial distribution of soil organic carbon and analysis of related factors in cropland of the black soil region, Northeast China. Agriculture, Ecosystems and Environment, 113 (1): 73-81.
Wang, Z. M., Zhang, B., Li, X., Zhang, S., Song, K. S. 2006. Simulating Spring Wheat Growth in Black Soil Zone of Northeast China Using CropSyst. Pedosphere, 16(3): 354-361.
Wang, Z. M., Zhang, B., Zhang, S., Li, X., Liu, D. W., Song, K. S, Li, J. P., Li, F., Duan, H. T. 2006. Changes of land use and of ecosystem service values in Sanjiang Plain, Northeast China. Environmental Monitoring and Assessment, 112: 69-91.
2005 and before
Song, K. S., Zhang, B., Duan, H., Wang, Z. 2005. Establishing a ann model with in-situ hyperspectral data for estimation chlorophyll-a concentrations in Nanhu Lake of Changchun, China. IGARSS05, p. 5343-5346.
Zhang, B., Zhang, Y. Z., Song, K. S., Wang, Z. M., Li, F., Duan, H. T. 2005. The optical properties of the eutrophic water: a case study of Nanhu Lake in Changchun, China. Journal of Electromagnetic Waves and Applications, 19(3): 389-400.
Liu, D. W., Song, K. S*. 2005. Hyperspectral Approaches for Detecting the Roadside Tree Chlorophyll Content with BP neural networks. IGARSS 2005, IGARSS05, p. 3032-3035.
Zhang, B., Zhang, Y. Z., Song, K. S., Zhang, B., 2004. Detection of Sea Surface Temperature (SST) and Salinity Using Thermal Infrared Data of AVHRR and MODIS in the Gulf of Bohai Sea of China. International Journal of Infrared and Millimeter Waves, 25(1): 129-137.
Song, K. S., Zhang, B., Zhao, Y. S. 2003. Study on Polarizing Reflectance Characteristics of Leaves from Four Species of Deciduous Tree at various phenological phase in Northeast of China. IGARSS03, p. 4416-4418.
专利与软件著作权水体中总颗粒物吸收系数及浮游植物吸收系数的测定方法（**5.1）
测定水体中有色溶解有机物吸收系数的方法（**1.3）
水质监测评价系统V1.0 （2011年）
招生与学生培养
招生信息拟招收环境科学、应用化学、自然地理学、遥感与地理信息、水文专业学生
毕业硕士研究生曾丽红 硕士研究生（2006级）-地图学与地理信息系统
雷小春 硕士研究生（2008级）-地图学与地理信息系统
邵田田 硕士研究生（2009级）-地图学与地理信息系统
丁智 硕士研究生（2011级）-地图学与地理信息系统
在读学生邵田田 博士研究生（2012级）-地图学与地理信息系统
联合培养学生刘蕾 硕士研究生（2011级）哈尔滨师范大学地理科学学院
关莹 硕士研究生（2011级）哈尔滨师范大学地理科学学院
魏锦宏 硕士研究生（2011级）西南林业大学林学院
侯佳妮 硕士研究生（2011级）东北师范大学城市与环境科学学院
刘 杨 硕士研究生（2010级）东北师范大学城市与环境科学学院
高 邰 硕士研究生（2009级）吉林师范大学旅游与地理学院
王沫威 硕士研究生（2009级）东北师范大学城市与环境科学学院
吴俊杰 硕士研究生（2008级）东北师范大学城市与环境科学学院
刘庆凤 硕士研究生（2007级）吉林师范大学旅游与地理学院
社会兼职所属学会
1. 吉林省遥感学会常务理事
2. 吉林省地理学会会员
3. 美国地球物理协会会员（AGU）
稿件审理
中文期刊：地理科学、生态学报、生态学杂志、应用生态学报、植物生态学报、遥感技术与应用、中科院研究生院学报、干旱区研究、中国科学-D辑、光谱学与光谱分析、红外与毫米波.
外文期刊：Remote Sensing of Environment; Water Research; ISPRS-PE&RS; International Journal of remote sensing; Physics and Chemistry of the Earth; The Science of Total Environment; Progress in Electromanatic Research; Geocarto International; Journal of Applied Remote Sensing; IEEE-Geoscience and Remote Sensing Letter; Journal of Chinese Geographic Science; Optical Engineering; Computers and Electronics in Agriculture; Remote Sensing; IEEE Transactions on Geoscience and Remote Sensing; Stochastic Environmental Research and Risk Assessment.
已完成课题
1. 中科院重要方向项目之课题：三江平原湿地植被定量遥感研究（2005-2007）
2. 中科院重要方向项目之专题：松花江水质污染遥感机理研究（2006-2007）
3. 中科院东北地理所前沿课题：湿地植被定量遥感研究（2007-2009）
4. 院地合作项目（副主持人）：吉林省重要水源地水质遥感监测与示范（2007-2009）
5. 中科院东北之春人才计划：东北农作物生理参数高光谱反演模型研究（2008-2010）
6. 中科院项目群之专题：粮食增产工程对查干湖水质影响及生态效应遥感研究（2009-2011）
7. 中科院重要方向项目之课题：土壤湿度与积雪参量微波遥感反演研究（2009-2011）
8. 中科院重要方向项目：基于卫地遥感信息的东北地区主要农作物生理参数反演研究（2010-2012）
在研项目
1. 国家重点自然基金课题：松嫩平原LUCC与湖沼生态系统演化的耦合机理（2011-2014）
2. 国家自然基金面上项目：内陆浑浊水体叶绿素a与藻清蛋白（PC）遥感反演研究（2012-2015）
3. 国家973计划专题：滨海湿地生态系统类型与格局演变规律研究 （2013-2017）
4. 院重点部署项目之课题：土壤理化性质遥感模型研究（2013-2016）
5. 中国科学院百人计划前期启动项目：内陆水体光学特性与水质遥感研究
专业与研究方向
专业
地图学与地理信息系统
方向
水体生物光学特性与水色遥感
内陆水体生产力与碳循环
土地利用及全球变化
专利与奖励
文章与著作
主要论文2014
Song, K. S., Li, L., Tedesco, L., Li, S., Hall, B., Du, J. 2014. Remote quantification of phycocyanin in potable water sources through an adaptive model. ISPRS Journal of Photogrammetry and Remote Sensing, DOI: 10.1016/j.isprs.2014.06.008
Song, K. S., Li, L., Tedesco, L., Li, S., Shi, K., Hall, B. 2014. Remote Estimation of Nutrients for a Drinking Water Source through Adaptive Modeling. Water Resources Management, DOI: 10.1007/s11269-014-0627-x
Song, K. S., Wang, Z.M., Du, J., Liu, L., Zeng, L.H., Ren, C.Y. 2014. Wetland degradation, driving forces and its environmental impacts in the Sanjiang Plain, China. Environmental Management, DOI: 10.1007/s00267-014-0278-y.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Li, L.H., Shi, K. 2014. Spectral Characterization of Colored Dissolved Organic Matter for Productive Inland Waters and Its Source Analysis. 24(2). DOI: 10.1007/s11769-014-0000-0.
Song, K. S., Li, L., Li, S., Tedesco, L., Duan, H. T., Li, Z. C., Shi, K., Du, J., Zhao, Y., Shao, T. T. 2014. Using Partial Least Squares-Artificial Neural Network for Inversion of Inland Water Chlorophyll-a. IEEE Transactions on Geoscience and Remote Sensing. 52: 1502-1517.
Song, K. S., Li, L., Duan, H. T., Tedesco, L., Li, L. H., Du, J. 2014. Remote quantification of total suspended matter through empirical approaches for inland waters. Journal of Environmental Informatics, 23(1): 23-36.
2013
Song, K. S., Li, L., Lenore, L. P., Li, S., Duan, H. T., Liu, D. W., Hall, B. E., Du, J., Li, Z. C., Shi, K., Zhao, Y. 2013. Remote estimation of chlorophyll-a in turbid inland waters: Three-band model versus GA-PLS model. Remote Sensing of Environment, 136, 342-357.
Song, K. S., Li, L., Li, Z. C., Tedesco, L., Hall, B., Shi, K. 2013. Remote detection of cyanobacteria through phycocyanin for water supply source using three-band model. Ecological Informatics, 15, 22-33.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Hall, B., Li, S., Shi, K., Liu, D. W., Sun, Y. 2013. Remote estimation of phycocyanin (PC) for inland waters coupled with YSI PC fluorescence probe. Environmental Science and Pollution Research, 20(8): 5330-5340.
Song, K. S., Zang, S. Y., Zhao, Y., Li, L., Du, J., Zhang, N. N., Wang, X. D., Shao, T. T., Liu, L., Guan, Y., 2013. Spatiotemporal characterization of dissolved Carbon for inland waters in semi-humid/semiarid region, China. Hydrology and Earth System Science, 17, 4269-4281.
Shi, K., Li, Y. M., Li, L., Lu, H., Song, K. S., Liu, Z. H., Xu, Y. F., Li, Z. C. 2013. Remote chlorophyll-a estimates for inland waters based on a cluster-based classification. Science of the Total Environment, 444: 1-15.
Li, Z. C., Li, L., Song, K. S., Cassar, N. 2013. Estimation of Phytoplankton Size Fractions Based on Spectral Features of Remote Sensing Ocean Color Data. Journal of Geophysical Research, Doi: 10.1002/jgrc.20137.
2012
Song, K. S., Wang, Z. M., Li, L., Tedesco, L., Li, F., Jin, C., Du, J. 2012. Wetlands shrinkage, fragmentation and their links to agriculture in the Muleng-Xingkai Plain, China. Journal of Environmental Management, 111: 120-132.
Song, K. S., Li, L., Li, S., Tedesco, L., Li, L. H., Hall, B. 2012. Hyperspectral remote sensing of total phosphorus (TP) in three central Indiana water supply reservoirs. Water, Air and Soil Pollution, 223(4): 1481-1502.
Song, K. S., Lu, D. M., Li, L., Li, S, Wang, Z. M., Du, J. 2012. Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling. Ecological Informactics, 10: 25-36.
Song, K. S., Li, L., Li, S., Tedesco, L., Hall, B., Li, Z. C. 2012. Hyperspectral retrieval of phycocyanin in potable water sources using genetic algorithm-partial least squares (GA–PLS) modeling. International Journal of Applied Earth Observation and Geoinformation, 18: 368-385.
Song, K. S., Li, L., Tedesco, L. P., Li, S., Clercin, A. N., Hall, B., Li, Z. C., Shi, K. 2012. Hyperspectral determination of eutrophication for a water supply source via genetic algorithm-partial least squares (GA–PLS) modeling. Science of the Total Environment, 426: 220-232.
Song, K. S., Wang, Z. M., Li, L., Xu, J. P. 2012. Retrieval of total suspended matter and chlorophyll-a using remote sensing data for drinking water resources. Environmental Monitoring and assessment, 184: 1449–1470.
Tang, X. G., Wang, Z. M., Liu, D. W., Song, K. S., Jia, M. M., Dong, Z. Y., Munger, J. W., Hollinger, D. Y., Bolstad, P. V., Goldstein, A. H., Desai, A. R., Dragoni, D., Liu, X. P. 2012. Estimating the net ecosystem exchange for the major forests in the northern United States by integrating MODIS and AmeriFlux data. Agricultural and Forest Meteorology, 156: 75–84.
Li, L. H., Li, L., Shi, K., Li, Z. C., Song, K. S. 2012. A semi-analytical algorithm for remote estimation of phycocyanin in inland waters. Science of the Total Environment, 435-436: 141–150.
Li, S., Li, L., Milliken, R., Song, K. S. 2012. Hybridization of partial least squares and neural network models for quantifying lunar surface minerals. Icarus, 211 (1): 208-225.
2011
Song, K. S., Wang, Z. M., Blackwell, J., Zhang, B., Zhang, Y. 2011. Water quality monitoring using Landsat Thematic Mapper data with empirical algorithms in Chagan Lake, China. Journal of Applied Remote Sensing, 5. Doi:10.1117/1.**.
Song, K. S., Wang, Z. M., Liu, Q. F., Liu, D. W., Ermoshin, V. V., Ganzei, S. S., Zhang, B., Ren, C. Y., Zeng, L. H., Du, J., 2011. Land Use/Land Cover (LULC) Classification with MODIS Time Series Data and Validation in the Amur River Basin. Geography and Natural Resources, 2011, 32(1): 9-15.
Zeng, L. H., Song, K. S*., Zhang, B., Li, L., Wang, Z. 2011. Evaportranspiration estimation using moderate resolution imaging spectroradiometer products through a surface energy balance algorithm for land model in Songnen Plain, China. Journal of Applied Remote Sensing, 5. Doi: 10.1117/1.**.
Wang, Z. M., Song, K. S., Hu, L. 2011. Response to “Rethinking ecological migration and the value of cultural continuity”. AMBIO, 40: 102-103.
Wang, Z. M., Song,K. S., Ma, W. H., Ren, C. Y., Zhang, B., Liu, D. W., Chen, J. M., Song, C. C. 2011. Loss and Fragmentation of Marshes in the Sanjiang Plain, Northeast China, 1954–2005. Wetland, 31 (5): 945-954.
Li, L. H., Li, L., Song, K. S., Li, Y. M., Shi, K., Li, Z. C. 2011. An improved analytical algorithm for remote estimation of chlorophyll-a in highly turbid waters. Environmental Research Letter. 6 034037 doi:10.1088/1748-9326/6/3/034037.
Wang, Z. M., Huang, N., Luo, L., Li, X., Ren, C., Song, K. S., Chen, J. M. 2011. Shrinkage and fragmentation of marshes in the West Songnen Plain, China, from 1954 to 2008 and its possible causes. International Journal of Earth Observation and Geoinformation, 13(3): 477-486.
Ren, C., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Yang, G., Liu, Z. 2011. Spatial variation of soil organic carbon and its relationship with environmental factors in the farming-pastoral eco-tone of Northeast China. Fresenius Environmental Bulletin, 20(1a): 253-261.
Liu, H. J., Zhang, X. L., Yu, W. T., Zhang, B., Song, K. S., Blackwell, J. 2011. Simulating models for Phaeozem hyperspectral reflectance. International Journal of Remote Sensing, 32(13), 3819-3834.
Tang, X. G., Liu, D. W., Song, K. S., Munger, J. W., Zhang, B., Wang, Z. M. 2011. A new model of net ecosystem carbon exchange for the deciduous-dominated forest by integrating MODIS and flux data. Ecological Engineering, 37: 1567–1571.
2010
Song, K. S., Liu, D. W., Li, L., Wang, Z. M., Wang, Y., Jiang, G. 2010. Spectral absorption properties of colored dissolved organic matter (CDOM) and total suspended matter (TSM) of inland waters. Proc. SPIE 7811, 78110B. doi:10.1117/12.859634.
Song, K. S., Lu, D., Liu, D. W, Wang, Z. M., Li, L. 2010. Retrieval of total suspended matter (TSM) using remotely sensed images in Shitoukoumen Reservoir, Northeast China. IGARSS10, Honolulu, HI, p. 405-408.
Song, K. S., Wu, J. J., Li, L., Wang, Z. M., Lu, D. M., Du, J., Zhang, B. 2010. MODIS-derived atmospheric water vapor (AWV) content and its correlation to land use and land cover in Northeast China. Proc. SPIE 7809, 78090L. doi:10.1117/12.859487.
Wang, Z. M., Hu, L., Song, K. S., Zhang, B. 2010. China’s largest ecological migration in the Three-River Headwater Region. AMBIO, 39: 443-446.
Wang, Z. M., Zhang, B., Song, K. S., Liu, D. W., Li, F., Ren, C., Hu, L., Yang, H., Liu, Z. 2010. Spatial variability of soil organic carbon under maize monoculture in the Song-nen Plain, Northeast China. Pedosphere, 20(1): 80-89.
Zhang, S., Wang, Z. M., Zhang, B., Ren C., Song, K. S., Liu, D. W., Hu, L. 2010. Assessment and Identification of the Critical Source Areas for Diffuse Phosphorus Loss in Shuangyang River Watershed, Northeast China. Fresenius Environmental Bulletin, 19(12): 2832-2839.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Application of Multivariate Model Based on Three Simulated Sensors for Water Quality Variables Estimation in Shitoukoumen Reservoir, Jilin Province, China. Chinese Geographical Science, 20(4): 337-344.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M., Du, J., Zeng, L. H., Lei, X. C. 2010. Wavelet Transform (WT) and neural network model applied to canopy hyperspectral data for corn Chl-a estimation in Songnen Plain, China. Proc. SPIE 7799, 77990P. doi:10.1117/12.859690.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M. 2010. Application of Wavelet Transform (WT) on canopy hyperspectral data for soybean Leaf Area Index (LAI) estimation in the Songnen Plain, China. Proc. SPIE 7807, 78070V. doi:10.1117/12.860896.
Tang, X. G., Song, K. S., Liu, D. W., Wang, Z. M., Zhang, B., Yang, F. 2010. Application of PCA and canopy near, shortwave-infrared bands for soybean and corn FPAR estimation in the Songnen plain, China. IGARSS10, p. 1485-1488.
Tang, X. G., Song, K. S., Wang, Z. M., Liu, D. W., 2010. Estimating the net ecosystem carbon exchange for the deciduous broadleaf forest by exclusive use of MODIS data. IEEE ICMT 2010 Proceedings, p. 1090-1093.
Lei, X. C., Song, K. S*. 2010. Analysis on the spectral reflectance response to snow contaminants in northeast china. IGARSS 2010, p. 1741-1744.
Wu, Y. Q., Song, K. S., Zhao, K., Wang, Z. M., Liu, D. W., Du, J. Lei, X. C., Zhang, B. 2010. Retrieval of soil moisture using ground-based microwave radiometer. Multimedia Technology, 2010 International Conference, ICTM10. Doi.10.1109/ICMULT.2010.**.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Spatial distribution and the possible sources of CDOM for inland water in summer in the Northeast China. IGRASS10, p. 386-388.
Li, L., Li, L., Song, K. S. 2010. A bio-optical approach to estimating chlorophyll-a concentration from hyperspectral remote sensing. Proceedings of SPIE, V. 7809, 78090E.
2009
Song, K. S., Hafeez, M., Du, J., Liu, D. W. 2009. Comparison Study on mapping of ET in the CIA of Murrumbidgee Catchment with Remote Sensing satellite data: examples from the Nafe06 Experimentation. IGARSS09, p. 2701-2704. Doi. 10.1109/IGARSS.2009.**.
Song, K. S., Jia, M. M., Hafeez, M., Wang, Z. M., Lu, D. M., Zeng, L. H., Liu, D. W., Zhang, B., Du, J., Liu, Q. F. 2009. Land use/cover characterization with MODIS time series data with hybrid classification method over Australia for 2001 and 2003. IGARSS09, III-306-III-309.
Song, K. S., Wang, Z. M., Liu, Q. F., Lu, D. M., Yang, G., Zeng, L. H., Liu, D. W., Zhang, B., Du, J. 2009. Land use/land cover (LULC) characterization with MODIS time series data in the Amu River Basin. IGARSS09, IV-310 - IV-313.
Song, K. S., Zhong, G. X., Wang, Z. M., Liu, D. W. 2009. Comparison study of seasonal snow cover area (SCA) from space-borne satellite data in the Heilongjiang Basin. SPIE, 0277-786X, V. 7471.
Wang, Z. M., Song, K. S*., Zhang, B., Liu, D. W. 2009. Spatial variability and affecting factors of soil nutrients in croplands of Northeast China: a case study in Dehui County. Plant, Soil and Environment, 55(3): 110-120.
Wang, Z. M., Song, K. S., Zhang, B. , Liu, D. W., Ren, C., Luo, L., Yang, T., Huang, N., Hu, L., Yang, H. J., Liu, Z. M. 2009. Shrinkage and fragmentation of grasslands in the West Songnen Plain, China. Agriculture, Ecosystems and Environment, 129: 315-324.
Xu, J., Zhang, B., Fang Li, Song, K. S., Wang, Z. M., Liu, D. W., Zhang, G. X. 2009. Retrieval of total suspended matters using field spectral data in Shitoukoumen Reservoir, China. Chinese Geographic Sciences, 19(1): 77-82.
Wang, Z. M., Zhang, B., Song, K. S., Guo, Z., Zhang, S., Liu, D. W., Zhang, S., Li, F., Yang, F., Liu, Z. 2009. Land use changes in Northeast China driven by human activities and climatic variation. Chinese Geographical Science, 19(3): 225-230.
Liu, D. W., Wang, Z. M*., Song, K. S., Zhang, B., Hu, L. J., Huang, N., Zhang, S. M., Luo, L., Zhang, C. H., Jiang, G. J. 2009. Land use/cover changes and environmental consequences in Songnen Plain, Northeast China. Chinese Geographical Science, 19(4): 299-305.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W., Ren, C., Zhang, S., Hu, L., Yang, H., Liu, Z. 2009. Landscape and land use effects on the spatial variation of soil chemical properties. Communications in Soil Science and Plant Analysis, 40(15-16): 2389 – 2412.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2009. Analysis of urban thermal characteristics and associated land cover with landsat TM/ETM+ data in Shenyang, China. SPIE, 0277-787X, V. 7471.
2008
Song, K. S., Zhang, Y. Z. 2008. Snow-cover environmental monitoring and assessment in Northeast China Using passive microwave emission models. Environmental Monitoring and assessment, 140(1-3): 223-229.
Song, K. S., Zhang, Y. Z., Jin, C., Yan, S. 2008. Seasonal snow monitoring in Northeast China using space-borne sensors: preliminary results. Chinese Professionals in Geographic Information Science, 14(2):112-118.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W. 2008. Soil organic carbon under different landscape attributes in croplands of Northeast China. Plant, Soil and Environment, 54(10): 420-427.
Wang, Z. M., Zhang, Y. B., Zhang, B., Song, K. S*, Liu, D. W. 2008. Landscape dynamics and driving factors in Da’an County of Jilin Province in Northeast China during 1956-2000. Chinese Geographical Science, 18(2): 137-145.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2008. Estmating Impervious Surface for the Urban Area Expansion: Examples from Changchun, Northeast China. ISPRS, 2008 Beijing, Vol. XXXVII. Part B8. p. 385-391.
Liu, H., Zhang, B., Zhang, Y., Song, K. S., Wang, Z. M., Li, F., Hu, M. 2008. Soil taxonomy on the basis of reflectance spectral characteristics. Spectroscopy and Spectral Analysis, 28(3): 624-628.
Duan, H. T., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M., Liu, D. W., Li, F. 2008. Estimation of chlorophyll-a concentration and trophic states for inland lakes in Northeast China from Landsat TM data and field spectral measurements. International Journal of Remote Sensing, 29: 767-786.
2007
Song, K. S., Zhang, Y. Z., Zhang, B., Liu, D. W., Wang, Z. M., Duan, H. T. 2007. Inverse data modeling for the optical properties of the eutrophic lake from reflectance spectra in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Application, 21(7): 889–898.
Xu,J. P., Zhang, B., Song, K. S., Wang, Z. M. 2007. Simplified bio-optical modeling of concentrations of total suspended matter in a turbid inland water condition. SPIE, 0277-786X, V.6752-54.
Li, X., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Guo, Z. 2007. Assessment for salinized wasteland expansion and land use change using GIS and remote sensing in the west part of Northeast China. Environmental Monitoring and Assessment, 131 (1-3): 421-437.
Ren, C., Zhang, B., Wang, Z. M., Song, K. S., Liu, D. W., Liu, Z. 2007. A GIS-based Tupu analysis of dynamics of saline-alkali land in Western Jilin Province. Chinese Geographical Science, 17(4): 333-340.
Duan, H., Zhang, Y., Zhang, B., Song, K. S., Wang, Z. M. 2007. Assessment of chlorophyll-a and trophic state for Lake Chagan using Landsat TM and field spectral data. Environmental Monitoring and Assessment, 129: 295-308.
Duan, H., Ma, R., Zhang, B., Song, K. S., Wang, Z. M. 2007. Determination of chlorophyll-a concentration using inverse continuum removal analysis of fluorescence peak in Lake Chagan, China. Proceedings of SPIE, Vol. 6752, 67521M.
2006
Song, K. S., Zhang, B., Wang, Z., Li, F., Duan, H., Guo, Y. 2006. Water TOC and TP Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3438 - 3442.
Liu, D. W., Song, K. S*., Zhang, B., Wang, Z. M., Li, F. 2006. Water Chlorophyll-a Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3654-3657.
Liu, D. W., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M. Duan, T. H. 2006. Effects of sensor noise in spectral measurement on chlorophyll-a retrieval in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Applications, 20(4): 547-557.
Liu, D. W., Wang, Z. M., Zhang, B., Song, K. S., Li, X. Y., Li, F., Li, J. P. 2006. Spatial distribution of soil organic carbon and analysis of related factors in cropland of the black soil region, Northeast China. Agriculture, Ecosystems and Environment, 113 (1): 73-81.
Wang, Z. M., Zhang, B., Li, X., Zhang, S., Song, K. S. 2006. Simulating Spring Wheat Growth in Black Soil Zone of Northeast China Using CropSyst. Pedosphere, 16(3): 354-361.
Wang, Z. M., Zhang, B., Zhang, S., Li, X., Liu, D. W., Song, K. S, Li, J. P., Li, F., Duan, H. T. 2006. Changes of land use and of ecosystem service values in Sanjiang Plain, Northeast China. Environmental Monitoring and Assessment, 112: 69-91.
2005 and before
Song, K. S., Zhang, B., Duan, H., Wang, Z. 2005. Establishing a ann model with in-situ hyperspectral data for estimation chlorophyll-a concentrations in Nanhu Lake of Changchun, China. IGARSS05, p. 5343-5346.
Zhang, B., Zhang, Y. Z., Song, K. S., Wang, Z. M., Li, F., Duan, H. T. 2005. The optical properties of the eutrophic water: a case study of Nanhu Lake in Changchun, China. Journal of Electromagnetic Waves and Applications, 19(3): 389-400.
Liu, D. W., Song, K. S*. 2005. Hyperspectral Approaches for Detecting the Roadside Tree Chlorophyll Content with BP neural networks. IGARSS 2005, IGARSS05, p. 3032-3035.
Zhang, B., Zhang, Y. Z., Song, K. S., Zhang, B., 2004. Detection of Sea Surface Temperature (SST) and Salinity Using Thermal Infrared Data of AVHRR and MODIS in the Gulf of Bohai Sea of China. International Journal of Infrared and Millimeter Waves, 25(1): 129-137.
Song, K. S., Zhang, B., Zhao, Y. S. 2003. Study on Polarizing Reflectance Characteristics of Leaves from Four Species of Deciduous Tree at various phenological phase in Northeast of China. IGARSS03, p. 4416-4418.
专利与软件著作权水体中总颗粒物吸收系数及浮游植物吸收系数的测定方法（**5.1）
测定水体中有色溶解有机物吸收系数的方法（**1.3）
水质监测评价系统V1.0 （2011年）
招生与学生培养
招生信息拟招收环境科学、应用化学、自然地理学、遥感与地理信息、水文专业学生
毕业硕士研究生曾丽红 硕士研究生（2006级）-地图学与地理信息系统
雷小春 硕士研究生（2008级）-地图学与地理信息系统
邵田田 硕士研究生（2009级）-地图学与地理信息系统
丁智 硕士研究生（2011级）-地图学与地理信息系统
在读学生邵田田 博士研究生（2012级）-地图学与地理信息系统
联合培养学生刘蕾 硕士研究生（2011级）哈尔滨师范大学地理科学学院
关莹 硕士研究生（2011级）哈尔滨师范大学地理科学学院
魏锦宏 硕士研究生（2011级）西南林业大学林学院
侯佳妮 硕士研究生（2011级）东北师范大学城市与环境科学学院
刘 杨 硕士研究生（2010级）东北师范大学城市与环境科学学院
高 邰 硕士研究生（2009级）吉林师范大学旅游与地理学院
王沫威 硕士研究生（2009级）东北师范大学城市与环境科学学院
吴俊杰 硕士研究生（2008级）东北师范大学城市与环境科学学院
刘庆凤 硕士研究生（2007级）吉林师范大学旅游与地理学院
社会兼职所属学会
1. 吉林省遥感学会常务理事
2. 吉林省地理学会会员
3. 美国地球物理协会会员（AGU）
稿件审理
中文期刊：地理科学、生态学报、生态学杂志、应用生态学报、植物生态学报、遥感技术与应用、中科院研究生院学报、干旱区研究、中国科学-D辑、光谱学与光谱分析、红外与毫米波.
外文期刊：Remote Sensing of Environment; Water Research; ISPRS-PE&RS; International Journal of remote sensing; Physics and Chemistry of the Earth; The Science of Total Environment; Progress in Electromanatic Research; Geocarto International; Journal of Applied Remote Sensing; IEEE-Geoscience and Remote Sensing Letter; Journal of Chinese Geographic Science; Optical Engineering; Computers and Electronics in Agriculture; Remote Sensing; IEEE Transactions on Geoscience and Remote Sensing; Stochastic Environmental Research and Risk Assessment.
1. 国家重点自然基金课题：松嫩平原LUCC与湖沼生态系统演化的耦合机理（2011-2014）
2. 国家自然基金面上项目：内陆浑浊水体叶绿素a与藻清蛋白（PC）遥感反演研究（2012-2015）
3. 国家973计划专题：滨海湿地生态系统类型与格局演变规律研究 （2013-2017）
4. 院重点部署项目之课题：土壤理化性质遥感模型研究（2013-2016）
5. 中国科学院百人计划前期启动项目：内陆水体光学特性与水质遥感研究
专业与研究方向
专业
地图学与地理信息系统
方向
水体生物光学特性与水色遥感
内陆水体生产力与碳循环
土地利用及全球变化
专利与奖励
文章与著作
主要论文2014
Song, K. S., Li, L., Tedesco, L., Li, S., Hall, B., Du, J. 2014. Remote quantification of phycocyanin in potable water sources through an adaptive model. ISPRS Journal of Photogrammetry and Remote Sensing, DOI: 10.1016/j.isprs.2014.06.008
Song, K. S., Li, L., Tedesco, L., Li, S., Shi, K., Hall, B. 2014. Remote Estimation of Nutrients for a Drinking Water Source through Adaptive Modeling. Water Resources Management, DOI: 10.1007/s11269-014-0627-x
Song, K. S., Wang, Z.M., Du, J., Liu, L., Zeng, L.H., Ren, C.Y. 2014. Wetland degradation, driving forces and its environmental impacts in the Sanjiang Plain, China. Environmental Management, DOI: 10.1007/s00267-014-0278-y.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Li, L.H., Shi, K. 2014. Spectral Characterization of Colored Dissolved Organic Matter for Productive Inland Waters and Its Source Analysis. 24(2). DOI: 10.1007/s11769-014-0000-0.
Song, K. S., Li, L., Li, S., Tedesco, L., Duan, H. T., Li, Z. C., Shi, K., Du, J., Zhao, Y., Shao, T. T. 2014. Using Partial Least Squares-Artificial Neural Network for Inversion of Inland Water Chlorophyll-a. IEEE Transactions on Geoscience and Remote Sensing. 52: 1502-1517.
Song, K. S., Li, L., Duan, H. T., Tedesco, L., Li, L. H., Du, J. 2014. Remote quantification of total suspended matter through empirical approaches for inland waters. Journal of Environmental Informatics, 23(1): 23-36.
2013
Song, K. S., Li, L., Lenore, L. P., Li, S., Duan, H. T., Liu, D. W., Hall, B. E., Du, J., Li, Z. C., Shi, K., Zhao, Y. 2013. Remote estimation of chlorophyll-a in turbid inland waters: Three-band model versus GA-PLS model. Remote Sensing of Environment, 136, 342-357.
Song, K. S., Li, L., Li, Z. C., Tedesco, L., Hall, B., Shi, K. 2013. Remote detection of cyanobacteria through phycocyanin for water supply source using three-band model. Ecological Informatics, 15, 22-33.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Hall, B., Li, S., Shi, K., Liu, D. W., Sun, Y. 2013. Remote estimation of phycocyanin (PC) for inland waters coupled with YSI PC fluorescence probe. Environmental Science and Pollution Research, 20(8): 5330-5340.
Song, K. S., Zang, S. Y., Zhao, Y., Li, L., Du, J., Zhang, N. N., Wang, X. D., Shao, T. T., Liu, L., Guan, Y., 2013. Spatiotemporal characterization of dissolved Carbon for inland waters in semi-humid/semiarid region, China. Hydrology and Earth System Science, 17, 4269-4281.
Shi, K., Li, Y. M., Li, L., Lu, H., Song, K. S., Liu, Z. H., Xu, Y. F., Li, Z. C. 2013. Remote chlorophyll-a estimates for inland waters based on a cluster-based classification. Science of the Total Environment, 444: 1-15.
Li, Z. C., Li, L., Song, K. S., Cassar, N. 2013. Estimation of Phytoplankton Size Fractions Based on Spectral Features of Remote Sensing Ocean Color Data. Journal of Geophysical Research, Doi: 10.1002/jgrc.20137.
2012
Song, K. S., Wang, Z. M., Li, L., Tedesco, L., Li, F., Jin, C., Du, J. 2012. Wetlands shrinkage, fragmentation and their links to agriculture in the Muleng-Xingkai Plain, China. Journal of Environmental Management, 111: 120-132.
Song, K. S., Li, L., Li, S., Tedesco, L., Li, L. H., Hall, B. 2012. Hyperspectral remote sensing of total phosphorus (TP) in three central Indiana water supply reservoirs. Water, Air and Soil Pollution, 223(4): 1481-1502.
Song, K. S., Lu, D. M., Li, L., Li, S, Wang, Z. M., Du, J. 2012. Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling. Ecological Informactics, 10: 25-36.
Song, K. S., Li, L., Li, S., Tedesco, L., Hall, B., Li, Z. C. 2012. Hyperspectral retrieval of phycocyanin in potable water sources using genetic algorithm-partial least squares (GA–PLS) modeling. International Journal of Applied Earth Observation and Geoinformation, 18: 368-385.
Song, K. S., Li, L., Tedesco, L. P., Li, S., Clercin, A. N., Hall, B., Li, Z. C., Shi, K. 2012. Hyperspectral determination of eutrophication for a water supply source via genetic algorithm-partial least squares (GA–PLS) modeling. Science of the Total Environment, 426: 220-232.
Song, K. S., Wang, Z. M., Li, L., Xu, J. P. 2012. Retrieval of total suspended matter and chlorophyll-a using remote sensing data for drinking water resources. Environmental Monitoring and assessment, 184: 1449–1470.
Tang, X. G., Wang, Z. M., Liu, D. W., Song, K. S., Jia, M. M., Dong, Z. Y., Munger, J. W., Hollinger, D. Y., Bolstad, P. V., Goldstein, A. H., Desai, A. R., Dragoni, D., Liu, X. P. 2012. Estimating the net ecosystem exchange for the major forests in the northern United States by integrating MODIS and AmeriFlux data. Agricultural and Forest Meteorology, 156: 75–84.
Li, L. H., Li, L., Shi, K., Li, Z. C., Song, K. S. 2012. A semi-analytical algorithm for remote estimation of phycocyanin in inland waters. Science of the Total Environment, 435-436: 141–150.
Li, S., Li, L., Milliken, R., Song, K. S. 2012. Hybridization of partial least squares and neural network models for quantifying lunar surface minerals. Icarus, 211 (1): 208-225.
2011
Song, K. S., Wang, Z. M., Blackwell, J., Zhang, B., Zhang, Y. 2011. Water quality monitoring using Landsat Thematic Mapper data with empirical algorithms in Chagan Lake, China. Journal of Applied Remote Sensing, 5. Doi:10.1117/1.**.
Song, K. S., Wang, Z. M., Liu, Q. F., Liu, D. W., Ermoshin, V. V., Ganzei, S. S., Zhang, B., Ren, C. Y., Zeng, L. H., Du, J., 2011. Land Use/Land Cover (LULC) Classification with MODIS Time Series Data and Validation in the Amur River Basin. Geography and Natural Resources, 2011, 32(1): 9-15.
Zeng, L. H., Song, K. S*., Zhang, B., Li, L., Wang, Z. 2011. Evaportranspiration estimation using moderate resolution imaging spectroradiometer products through a surface energy balance algorithm for land model in Songnen Plain, China. Journal of Applied Remote Sensing, 5. Doi: 10.1117/1.**.
Wang, Z. M., Song, K. S., Hu, L. 2011. Response to “Rethinking ecological migration and the value of cultural continuity”. AMBIO, 40: 102-103.
Wang, Z. M., Song,K. S., Ma, W. H., Ren, C. Y., Zhang, B., Liu, D. W., Chen, J. M., Song, C. C. 2011. Loss and Fragmentation of Marshes in the Sanjiang Plain, Northeast China, 1954–2005. Wetland, 31 (5): 945-954.
Li, L. H., Li, L., Song, K. S., Li, Y. M., Shi, K., Li, Z. C. 2011. An improved analytical algorithm for remote estimation of chlorophyll-a in highly turbid waters. Environmental Research Letter. 6 034037 doi:10.1088/1748-9326/6/3/034037.
Wang, Z. M., Huang, N., Luo, L., Li, X., Ren, C., Song, K. S., Chen, J. M. 2011. Shrinkage and fragmentation of marshes in the West Songnen Plain, China, from 1954 to 2008 and its possible causes. International Journal of Earth Observation and Geoinformation, 13(3): 477-486.
Ren, C., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Yang, G., Liu, Z. 2011. Spatial variation of soil organic carbon and its relationship with environmental factors in the farming-pastoral eco-tone of Northeast China. Fresenius Environmental Bulletin, 20(1a): 253-261.
Liu, H. J., Zhang, X. L., Yu, W. T., Zhang, B., Song, K. S., Blackwell, J. 2011. Simulating models for Phaeozem hyperspectral reflectance. International Journal of Remote Sensing, 32(13), 3819-3834.
Tang, X. G., Liu, D. W., Song, K. S., Munger, J. W., Zhang, B., Wang, Z. M. 2011. A new model of net ecosystem carbon exchange for the deciduous-dominated forest by integrating MODIS and flux data. Ecological Engineering, 37: 1567–1571.
2010
Song, K. S., Liu, D. W., Li, L., Wang, Z. M., Wang, Y., Jiang, G. 2010. Spectral absorption properties of colored dissolved organic matter (CDOM) and total suspended matter (TSM) of inland waters. Proc. SPIE 7811, 78110B. doi:10.1117/12.859634.
Song, K. S., Lu, D., Liu, D. W, Wang, Z. M., Li, L. 2010. Retrieval of total suspended matter (TSM) using remotely sensed images in Shitoukoumen Reservoir, Northeast China. IGARSS10, Honolulu, HI, p. 405-408.
Song, K. S., Wu, J. J., Li, L., Wang, Z. M., Lu, D. M., Du, J., Zhang, B. 2010. MODIS-derived atmospheric water vapor (AWV) content and its correlation to land use and land cover in Northeast China. Proc. SPIE 7809, 78090L. doi:10.1117/12.859487.
Wang, Z. M., Hu, L., Song, K. S., Zhang, B. 2010. China’s largest ecological migration in the Three-River Headwater Region. AMBIO, 39: 443-446.
Wang, Z. M., Zhang, B., Song, K. S., Liu, D. W., Li, F., Ren, C., Hu, L., Yang, H., Liu, Z. 2010. Spatial variability of soil organic carbon under maize monoculture in the Song-nen Plain, Northeast China. Pedosphere, 20(1): 80-89.
Zhang, S., Wang, Z. M., Zhang, B., Ren C., Song, K. S., Liu, D. W., Hu, L. 2010. Assessment and Identification of the Critical Source Areas for Diffuse Phosphorus Loss in Shuangyang River Watershed, Northeast China. Fresenius Environmental Bulletin, 19(12): 2832-2839.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Application of Multivariate Model Based on Three Simulated Sensors for Water Quality Variables Estimation in Shitoukoumen Reservoir, Jilin Province, China. Chinese Geographical Science, 20(4): 337-344.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M., Du, J., Zeng, L. H., Lei, X. C. 2010. Wavelet Transform (WT) and neural network model applied to canopy hyperspectral data for corn Chl-a estimation in Songnen Plain, China. Proc. SPIE 7799, 77990P. doi:10.1117/12.859690.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M. 2010. Application of Wavelet Transform (WT) on canopy hyperspectral data for soybean Leaf Area Index (LAI) estimation in the Songnen Plain, China. Proc. SPIE 7807, 78070V. doi:10.1117/12.860896.
Tang, X. G., Song, K. S., Liu, D. W., Wang, Z. M., Zhang, B., Yang, F. 2010. Application of PCA and canopy near, shortwave-infrared bands for soybean and corn FPAR estimation in the Songnen plain, China. IGARSS10, p. 1485-1488.
Tang, X. G., Song, K. S., Wang, Z. M., Liu, D. W., 2010. Estimating the net ecosystem carbon exchange for the deciduous broadleaf forest by exclusive use of MODIS data. IEEE ICMT 2010 Proceedings, p. 1090-1093.
Lei, X. C., Song, K. S*. 2010. Analysis on the spectral reflectance response to snow contaminants in northeast china. IGARSS 2010, p. 1741-1744.
Wu, Y. Q., Song, K. S., Zhao, K., Wang, Z. M., Liu, D. W., Du, J. Lei, X. C., Zhang, B. 2010. Retrieval of soil moisture using ground-based microwave radiometer. Multimedia Technology, 2010 International Conference, ICTM10. Doi.10.1109/ICMULT.2010.**.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Spatial distribution and the possible sources of CDOM for inland water in summer in the Northeast China. IGRASS10, p. 386-388.
Li, L., Li, L., Song, K. S. 2010. A bio-optical approach to estimating chlorophyll-a concentration from hyperspectral remote sensing. Proceedings of SPIE, V. 7809, 78090E.
2009
Song, K. S., Hafeez, M., Du, J., Liu, D. W. 2009. Comparison Study on mapping of ET in the CIA of Murrumbidgee Catchment with Remote Sensing satellite data: examples from the Nafe06 Experimentation. IGARSS09, p. 2701-2704. Doi. 10.1109/IGARSS.2009.**.
Song, K. S., Jia, M. M., Hafeez, M., Wang, Z. M., Lu, D. M., Zeng, L. H., Liu, D. W., Zhang, B., Du, J., Liu, Q. F. 2009. Land use/cover characterization with MODIS time series data with hybrid classification method over Australia for 2001 and 2003. IGARSS09, III-306-III-309.
Song, K. S., Wang, Z. M., Liu, Q. F., Lu, D. M., Yang, G., Zeng, L. H., Liu, D. W., Zhang, B., Du, J. 2009. Land use/land cover (LULC) characterization with MODIS time series data in the Amu River Basin. IGARSS09, IV-310 - IV-313.
Song, K. S., Zhong, G. X., Wang, Z. M., Liu, D. W. 2009. Comparison study of seasonal snow cover area (SCA) from space-borne satellite data in the Heilongjiang Basin. SPIE, 0277-786X, V. 7471.
Wang, Z. M., Song, K. S*., Zhang, B., Liu, D. W. 2009. Spatial variability and affecting factors of soil nutrients in croplands of Northeast China: a case study in Dehui County. Plant, Soil and Environment, 55(3): 110-120.
Wang, Z. M., Song, K. S., Zhang, B. , Liu, D. W., Ren, C., Luo, L., Yang, T., Huang, N., Hu, L., Yang, H. J., Liu, Z. M. 2009. Shrinkage and fragmentation of grasslands in the West Songnen Plain, China. Agriculture, Ecosystems and Environment, 129: 315-324.
Xu, J., Zhang, B., Fang Li, Song, K. S., Wang, Z. M., Liu, D. W., Zhang, G. X. 2009. Retrieval of total suspended matters using field spectral data in Shitoukoumen Reservoir, China. Chinese Geographic Sciences, 19(1): 77-82.
Wang, Z. M., Zhang, B., Song, K. S., Guo, Z., Zhang, S., Liu, D. W., Zhang, S., Li, F., Yang, F., Liu, Z. 2009. Land use changes in Northeast China driven by human activities and climatic variation. Chinese Geographical Science, 19(3): 225-230.
Liu, D. W., Wang, Z. M*., Song, K. S., Zhang, B., Hu, L. J., Huang, N., Zhang, S. M., Luo, L., Zhang, C. H., Jiang, G. J. 2009. Land use/cover changes and environmental consequences in Songnen Plain, Northeast China. Chinese Geographical Science, 19(4): 299-305.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W., Ren, C., Zhang, S., Hu, L., Yang, H., Liu, Z. 2009. Landscape and land use effects on the spatial variation of soil chemical properties. Communications in Soil Science and Plant Analysis, 40(15-16): 2389 – 2412.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2009. Analysis of urban thermal characteristics and associated land cover with landsat TM/ETM+ data in Shenyang, China. SPIE, 0277-787X, V. 7471.
2008
Song, K. S., Zhang, Y. Z. 2008. Snow-cover environmental monitoring and assessment in Northeast China Using passive microwave emission models. Environmental Monitoring and assessment, 140(1-3): 223-229.
Song, K. S., Zhang, Y. Z., Jin, C., Yan, S. 2008. Seasonal snow monitoring in Northeast China using space-borne sensors: preliminary results. Chinese Professionals in Geographic Information Science, 14(2):112-118.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W. 2008. Soil organic carbon under different landscape attributes in croplands of Northeast China. Plant, Soil and Environment, 54(10): 420-427.
Wang, Z. M., Zhang, Y. B., Zhang, B., Song, K. S*, Liu, D. W. 2008. Landscape dynamics and driving factors in Da’an County of Jilin Province in Northeast China during 1956-2000. Chinese Geographical Science, 18(2): 137-145.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2008. Estmating Impervious Surface for the Urban Area Expansion: Examples from Changchun, Northeast China. ISPRS, 2008 Beijing, Vol. XXXVII. Part B8. p. 385-391.
Liu, H., Zhang, B., Zhang, Y., Song, K. S., Wang, Z. M., Li, F., Hu, M. 2008. Soil taxonomy on the basis of reflectance spectral characteristics. Spectroscopy and Spectral Analysis, 28(3): 624-628.
Duan, H. T., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M., Liu, D. W., Li, F. 2008. Estimation of chlorophyll-a concentration and trophic states for inland lakes in Northeast China from Landsat TM data and field spectral measurements. International Journal of Remote Sensing, 29: 767-786.
2007
Song, K. S., Zhang, Y. Z., Zhang, B., Liu, D. W., Wang, Z. M., Duan, H. T. 2007. Inverse data modeling for the optical properties of the eutrophic lake from reflectance spectra in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Application, 21(7): 889–898.
Xu,J. P., Zhang, B., Song, K. S., Wang, Z. M. 2007. Simplified bio-optical modeling of concentrations of total suspended matter in a turbid inland water condition. SPIE, 0277-786X, V.6752-54.
Li, X., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Guo, Z. 2007. Assessment for salinized wasteland expansion and land use change using GIS and remote sensing in the west part of Northeast China. Environmental Monitoring and Assessment, 131 (1-3): 421-437.
Ren, C., Zhang, B., Wang, Z. M., Song, K. S., Liu, D. W., Liu, Z. 2007. A GIS-based Tupu analysis of dynamics of saline-alkali land in Western Jilin Province. Chinese Geographical Science, 17(4): 333-340.
Duan, H., Zhang, Y., Zhang, B., Song, K. S., Wang, Z. M. 2007. Assessment of chlorophyll-a and trophic state for Lake Chagan using Landsat TM and field spectral data. Environmental Monitoring and Assessment, 129: 295-308.
Duan, H., Ma, R., Zhang, B., Song, K. S., Wang, Z. M. 2007. Determination of chlorophyll-a concentration using inverse continuum removal analysis of fluorescence peak in Lake Chagan, China. Proceedings of SPIE, Vol. 6752, 67521M.
2006
Song, K. S., Zhang, B., Wang, Z., Li, F., Duan, H., Guo, Y. 2006. Water TOC and TP Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3438 - 3442.
Liu, D. W., Song, K. S*., Zhang, B., Wang, Z. M., Li, F. 2006. Water Chlorophyll-a Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3654-3657.
Liu, D. W., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M. Duan, T. H. 2006. Effects of sensor noise in spectral measurement on chlorophyll-a retrieval in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Applications, 20(4): 547-557.
Liu, D. W., Wang, Z. M., Zhang, B., Song, K. S., Li, X. Y., Li, F., Li, J. P. 2006. Spatial distribution of soil organic carbon and analysis of related factors in cropland of the black soil region, Northeast China. Agriculture, Ecosystems and Environment, 113 (1): 73-81.
Wang, Z. M., Zhang, B., Li, X., Zhang, S., Song, K. S. 2006. Simulating Spring Wheat Growth in Black Soil Zone of Northeast China Using CropSyst. Pedosphere, 16(3): 354-361.
Wang, Z. M., Zhang, B., Zhang, S., Li, X., Liu, D. W., Song, K. S, Li, J. P., Li, F., Duan, H. T. 2006. Changes of land use and of ecosystem service values in Sanjiang Plain, Northeast China. Environmental Monitoring and Assessment, 112: 69-91.
2005 and before
Song, K. S., Zhang, B., Duan, H., Wang, Z. 2005. Establishing a ann model with in-situ hyperspectral data for estimation chlorophyll-a concentrations in Nanhu Lake of Changchun, China. IGARSS05, p. 5343-5346.
Zhang, B., Zhang, Y. Z., Song, K. S., Wang, Z. M., Li, F., Duan, H. T. 2005. The optical properties of the eutrophic water: a case study of Nanhu Lake in Changchun, China. Journal of Electromagnetic Waves and Applications, 19(3): 389-400.
Liu, D. W., Song, K. S*. 2005. Hyperspectral Approaches for Detecting the Roadside Tree Chlorophyll Content with BP neural networks. IGARSS 2005, IGARSS05, p. 3032-3035.
Zhang, B., Zhang, Y. Z., Song, K. S., Zhang, B., 2004. Detection of Sea Surface Temperature (SST) and Salinity Using Thermal Infrared Data of AVHRR and MODIS in the Gulf of Bohai Sea of China. International Journal of Infrared and Millimeter Waves, 25(1): 129-137.
Song, K. S., Zhang, B., Zhao, Y. S. 2003. Study on Polarizing Reflectance Characteristics of Leaves from Four Species of Deciduous Tree at various phenological phase in Northeast of China. IGARSS03, p. 4416-4418.
专利与软件著作权水体中总颗粒物吸收系数及浮游植物吸收系数的测定方法（**5.1）
测定水体中有色溶解有机物吸收系数的方法（**1.3）
水质监测评价系统V1.0 （2011年）
招生与学生培养
招生信息拟招收环境科学、应用化学、自然地理学、遥感与地理信息、水文专业学生
毕业硕士研究生曾丽红 硕士研究生（2006级）-地图学与地理信息系统
雷小春 硕士研究生（2008级）-地图学与地理信息系统
邵田田 硕士研究生（2009级）-地图学与地理信息系统
丁智 硕士研究生（2011级）-地图学与地理信息系统
在读学生邵田田 博士研究生（2012级）-地图学与地理信息系统
联合培养学生刘蕾 硕士研究生（2011级）哈尔滨师范大学地理科学学院
关莹 硕士研究生（2011级）哈尔滨师范大学地理科学学院
魏锦宏 硕士研究生（2011级）西南林业大学林学院
侯佳妮 硕士研究生（2011级）东北师范大学城市与环境科学学院
刘 杨 硕士研究生（2010级）东北师范大学城市与环境科学学院
高 邰 硕士研究生（2009级）吉林师范大学旅游与地理学院
王沫威 硕士研究生（2009级）东北师范大学城市与环境科学学院
吴俊杰 硕士研究生（2008级）东北师范大学城市与环境科学学院
刘庆凤 硕士研究生（2007级）吉林师范大学旅游与地理学院
社会兼职所属学会
1. 吉林省遥感学会常务理事
2. 吉林省地理学会会员
3. 美国地球物理协会会员（AGU）
稿件审理
中文期刊：地理科学、生态学报、生态学杂志、应用生态学报、植物生态学报、遥感技术与应用、中科院研究生院学报、干旱区研究、中国科学-D辑、光谱学与光谱分析、红外与毫米波.
外文期刊：Remote Sensing of Environment; Water Research; ISPRS-PE&RS; International Journal of remote sensing; Physics and Chemistry of the Earth; The Science of Total Environment; Progress in Electromanatic Research; Geocarto International; Journal of Applied Remote Sensing; IEEE-Geoscience and Remote Sensing Letter; Journal of Chinese Geographic Science; Optical Engineering; Computers and Electronics in Agriculture; Remote Sensing; IEEE Transactions on Geoscience and Remote Sensing; Stochastic Environmental Research and Risk Assessment.
文章与著作
主要论文2014
Song, K. S., Li, L., Tedesco, L., Li, S., Hall, B., Du, J. 2014. Remote quantification of phycocyanin in potable water sources through an adaptive model. ISPRS Journal of Photogrammetry and Remote Sensing, DOI: 10.1016/j.isprs.2014.06.008
Song, K. S., Li, L., Tedesco, L., Li, S., Shi, K., Hall, B. 2014. Remote Estimation of Nutrients for a Drinking Water Source through Adaptive Modeling. Water Resources Management, DOI: 10.1007/s11269-014-0627-x
Song, K. S., Wang, Z.M., Du, J., Liu, L., Zeng, L.H., Ren, C.Y. 2014. Wetland degradation, driving forces and its environmental impacts in the Sanjiang Plain, China. Environmental Management, DOI: 10.1007/s00267-014-0278-y.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Li, L.H., Shi, K. 2014. Spectral Characterization of Colored Dissolved Organic Matter for Productive Inland Waters and Its Source Analysis. 24(2). DOI: 10.1007/s11769-014-0000-0.
Song, K. S., Li, L., Li, S., Tedesco, L., Duan, H. T., Li, Z. C., Shi, K., Du, J., Zhao, Y., Shao, T. T. 2014. Using Partial Least Squares-Artificial Neural Network for Inversion of Inland Water Chlorophyll-a. IEEE Transactions on Geoscience and Remote Sensing. 52: 1502-1517.
Song, K. S., Li, L., Duan, H. T., Tedesco, L., Li, L. H., Du, J. 2014. Remote quantification of total suspended matter through empirical approaches for inland waters. Journal of Environmental Informatics, 23(1): 23-36.
2013
Song, K. S., Li, L., Lenore, L. P., Li, S., Duan, H. T., Liu, D. W., Hall, B. E., Du, J., Li, Z. C., Shi, K., Zhao, Y. 2013. Remote estimation of chlorophyll-a in turbid inland waters: Three-band model versus GA-PLS model. Remote Sensing of Environment, 136, 342-357.
Song, K. S., Li, L., Li, Z. C., Tedesco, L., Hall, B., Shi, K. 2013. Remote detection of cyanobacteria through phycocyanin for water supply source using three-band model. Ecological Informatics, 15, 22-33.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Hall, B., Li, S., Shi, K., Liu, D. W., Sun, Y. 2013. Remote estimation of phycocyanin (PC) for inland waters coupled with YSI PC fluorescence probe. Environmental Science and Pollution Research, 20(8): 5330-5340.
Song, K. S., Zang, S. Y., Zhao, Y., Li, L., Du, J., Zhang, N. N., Wang, X. D., Shao, T. T., Liu, L., Guan, Y., 2013. Spatiotemporal characterization of dissolved Carbon for inland waters in semi-humid/semiarid region, China. Hydrology and Earth System Science, 17, 4269-4281.
Shi, K., Li, Y. M., Li, L., Lu, H., Song, K. S., Liu, Z. H., Xu, Y. F., Li, Z. C. 2013. Remote chlorophyll-a estimates for inland waters based on a cluster-based classification. Science of the Total Environment, 444: 1-15.
Li, Z. C., Li, L., Song, K. S., Cassar, N. 2013. Estimation of Phytoplankton Size Fractions Based on Spectral Features of Remote Sensing Ocean Color Data. Journal of Geophysical Research, Doi: 10.1002/jgrc.20137.
2012
Song, K. S., Wang, Z. M., Li, L., Tedesco, L., Li, F., Jin, C., Du, J. 2012. Wetlands shrinkage, fragmentation and their links to agriculture in the Muleng-Xingkai Plain, China. Journal of Environmental Management, 111: 120-132.
Song, K. S., Li, L., Li, S., Tedesco, L., Li, L. H., Hall, B. 2012. Hyperspectral remote sensing of total phosphorus (TP) in three central Indiana water supply reservoirs. Water, Air and Soil Pollution, 223(4): 1481-1502.
Song, K. S., Lu, D. M., Li, L., Li, S, Wang, Z. M., Du, J. 2012. Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling. Ecological Informactics, 10: 25-36.
Song, K. S., Li, L., Li, S., Tedesco, L., Hall, B., Li, Z. C. 2012. Hyperspectral retrieval of phycocyanin in potable water sources using genetic algorithm-partial least squares (GA–PLS) modeling. International Journal of Applied Earth Observation and Geoinformation, 18: 368-385.
Song, K. S., Li, L., Tedesco, L. P., Li, S., Clercin, A. N., Hall, B., Li, Z. C., Shi, K. 2012. Hyperspectral determination of eutrophication for a water supply source via genetic algorithm-partial least squares (GA–PLS) modeling. Science of the Total Environment, 426: 220-232.
Song, K. S., Wang, Z. M., Li, L., Xu, J. P. 2012. Retrieval of total suspended matter and chlorophyll-a using remote sensing data for drinking water resources. Environmental Monitoring and assessment, 184: 1449–1470.
Tang, X. G., Wang, Z. M., Liu, D. W., Song, K. S., Jia, M. M., Dong, Z. Y., Munger, J. W., Hollinger, D. Y., Bolstad, P. V., Goldstein, A. H., Desai, A. R., Dragoni, D., Liu, X. P. 2012. Estimating the net ecosystem exchange for the major forests in the northern United States by integrating MODIS and AmeriFlux data. Agricultural and Forest Meteorology, 156: 75–84.
Li, L. H., Li, L., Shi, K., Li, Z. C., Song, K. S. 2012. A semi-analytical algorithm for remote estimation of phycocyanin in inland waters. Science of the Total Environment, 435-436: 141–150.
Li, S., Li, L., Milliken, R., Song, K. S. 2012. Hybridization of partial least squares and neural network models for quantifying lunar surface minerals. Icarus, 211 (1): 208-225.
2011
Song, K. S., Wang, Z. M., Blackwell, J., Zhang, B., Zhang, Y. 2011. Water quality monitoring using Landsat Thematic Mapper data with empirical algorithms in Chagan Lake, China. Journal of Applied Remote Sensing, 5. Doi:10.1117/1.**.
Song, K. S., Wang, Z. M., Liu, Q. F., Liu, D. W., Ermoshin, V. V., Ganzei, S. S., Zhang, B., Ren, C. Y., Zeng, L. H., Du, J., 2011. Land Use/Land Cover (LULC) Classification with MODIS Time Series Data and Validation in the Amur River Basin. Geography and Natural Resources, 2011, 32(1): 9-15.
Zeng, L. H., Song, K. S*., Zhang, B., Li, L., Wang, Z. 2011. Evaportranspiration estimation using moderate resolution imaging spectroradiometer products through a surface energy balance algorithm for land model in Songnen Plain, China. Journal of Applied Remote Sensing, 5. Doi: 10.1117/1.**.
Wang, Z. M., Song, K. S., Hu, L. 2011. Response to “Rethinking ecological migration and the value of cultural continuity”. AMBIO, 40: 102-103.
Wang, Z. M., Song,K. S., Ma, W. H., Ren, C. Y., Zhang, B., Liu, D. W., Chen, J. M., Song, C. C. 2011. Loss and Fragmentation of Marshes in the Sanjiang Plain, Northeast China, 1954–2005. Wetland, 31 (5): 945-954.
Li, L. H., Li, L., Song, K. S., Li, Y. M., Shi, K., Li, Z. C. 2011. An improved analytical algorithm for remote estimation of chlorophyll-a in highly turbid waters. Environmental Research Letter. 6 034037 doi:10.1088/1748-9326/6/3/034037.
Wang, Z. M., Huang, N., Luo, L., Li, X., Ren, C., Song, K. S., Chen, J. M. 2011. Shrinkage and fragmentation of marshes in the West Songnen Plain, China, from 1954 to 2008 and its possible causes. International Journal of Earth Observation and Geoinformation, 13(3): 477-486.
Ren, C., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Yang, G., Liu, Z. 2011. Spatial variation of soil organic carbon and its relationship with environmental factors in the farming-pastoral eco-tone of Northeast China. Fresenius Environmental Bulletin, 20(1a): 253-261.
Liu, H. J., Zhang, X. L., Yu, W. T., Zhang, B., Song, K. S., Blackwell, J. 2011. Simulating models for Phaeozem hyperspectral reflectance. International Journal of Remote Sensing, 32(13), 3819-3834.
Tang, X. G., Liu, D. W., Song, K. S., Munger, J. W., Zhang, B., Wang, Z. M. 2011. A new model of net ecosystem carbon exchange for the deciduous-dominated forest by integrating MODIS and flux data. Ecological Engineering, 37: 1567–1571.
2010
Song, K. S., Liu, D. W., Li, L., Wang, Z. M., Wang, Y., Jiang, G. 2010. Spectral absorption properties of colored dissolved organic matter (CDOM) and total suspended matter (TSM) of inland waters. Proc. SPIE 7811, 78110B. doi:10.1117/12.859634.
Song, K. S., Lu, D., Liu, D. W, Wang, Z. M., Li, L. 2010. Retrieval of total suspended matter (TSM) using remotely sensed images in Shitoukoumen Reservoir, Northeast China. IGARSS10, Honolulu, HI, p. 405-408.
Song, K. S., Wu, J. J., Li, L., Wang, Z. M., Lu, D. M., Du, J., Zhang, B. 2010. MODIS-derived atmospheric water vapor (AWV) content and its correlation to land use and land cover in Northeast China. Proc. SPIE 7809, 78090L. doi:10.1117/12.859487.
Wang, Z. M., Hu, L., Song, K. S., Zhang, B. 2010. China’s largest ecological migration in the Three-River Headwater Region. AMBIO, 39: 443-446.
Wang, Z. M., Zhang, B., Song, K. S., Liu, D. W., Li, F., Ren, C., Hu, L., Yang, H., Liu, Z. 2010. Spatial variability of soil organic carbon under maize monoculture in the Song-nen Plain, Northeast China. Pedosphere, 20(1): 80-89.
Zhang, S., Wang, Z. M., Zhang, B., Ren C., Song, K. S., Liu, D. W., Hu, L. 2010. Assessment and Identification of the Critical Source Areas for Diffuse Phosphorus Loss in Shuangyang River Watershed, Northeast China. Fresenius Environmental Bulletin, 19(12): 2832-2839.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Application of Multivariate Model Based on Three Simulated Sensors for Water Quality Variables Estimation in Shitoukoumen Reservoir, Jilin Province, China. Chinese Geographical Science, 20(4): 337-344.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M., Du, J., Zeng, L. H., Lei, X. C. 2010. Wavelet Transform (WT) and neural network model applied to canopy hyperspectral data for corn Chl-a estimation in Songnen Plain, China. Proc. SPIE 7799, 77990P. doi:10.1117/12.859690.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M. 2010. Application of Wavelet Transform (WT) on canopy hyperspectral data for soybean Leaf Area Index (LAI) estimation in the Songnen Plain, China. Proc. SPIE 7807, 78070V. doi:10.1117/12.860896.
Tang, X. G., Song, K. S., Liu, D. W., Wang, Z. M., Zhang, B., Yang, F. 2010. Application of PCA and canopy near, shortwave-infrared bands for soybean and corn FPAR estimation in the Songnen plain, China. IGARSS10, p. 1485-1488.
Tang, X. G., Song, K. S., Wang, Z. M., Liu, D. W., 2010. Estimating the net ecosystem carbon exchange for the deciduous broadleaf forest by exclusive use of MODIS data. IEEE ICMT 2010 Proceedings, p. 1090-1093.
Lei, X. C., Song, K. S*. 2010. Analysis on the spectral reflectance response to snow contaminants in northeast china. IGARSS 2010, p. 1741-1744.
Wu, Y. Q., Song, K. S., Zhao, K., Wang, Z. M., Liu, D. W., Du, J. Lei, X. C., Zhang, B. 2010. Retrieval of soil moisture using ground-based microwave radiometer. Multimedia Technology, 2010 International Conference, ICTM10. Doi.10.1109/ICMULT.2010.**.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Spatial distribution and the possible sources of CDOM for inland water in summer in the Northeast China. IGRASS10, p. 386-388.
Li, L., Li, L., Song, K. S. 2010. A bio-optical approach to estimating chlorophyll-a concentration from hyperspectral remote sensing. Proceedings of SPIE, V. 7809, 78090E.
2009
Song, K. S., Hafeez, M., Du, J., Liu, D. W. 2009. Comparison Study on mapping of ET in the CIA of Murrumbidgee Catchment with Remote Sensing satellite data: examples from the Nafe06 Experimentation. IGARSS09, p. 2701-2704. Doi. 10.1109/IGARSS.2009.**.
Song, K. S., Jia, M. M., Hafeez, M., Wang, Z. M., Lu, D. M., Zeng, L. H., Liu, D. W., Zhang, B., Du, J., Liu, Q. F. 2009. Land use/cover characterization with MODIS time series data with hybrid classification method over Australia for 2001 and 2003. IGARSS09, III-306-III-309.
Song, K. S., Wang, Z. M., Liu, Q. F., Lu, D. M., Yang, G., Zeng, L. H., Liu, D. W., Zhang, B., Du, J. 2009. Land use/land cover (LULC) characterization with MODIS time series data in the Amu River Basin. IGARSS09, IV-310 - IV-313.
Song, K. S., Zhong, G. X., Wang, Z. M., Liu, D. W. 2009. Comparison study of seasonal snow cover area (SCA) from space-borne satellite data in the Heilongjiang Basin. SPIE, 0277-786X, V. 7471.
Wang, Z. M., Song, K. S*., Zhang, B., Liu, D. W. 2009. Spatial variability and affecting factors of soil nutrients in croplands of Northeast China: a case study in Dehui County. Plant, Soil and Environment, 55(3): 110-120.
Wang, Z. M., Song, K. S., Zhang, B. , Liu, D. W., Ren, C., Luo, L., Yang, T., Huang, N., Hu, L., Yang, H. J., Liu, Z. M. 2009. Shrinkage and fragmentation of grasslands in the West Songnen Plain, China. Agriculture, Ecosystems and Environment, 129: 315-324.
Xu, J., Zhang, B., Fang Li, Song, K. S., Wang, Z. M., Liu, D. W., Zhang, G. X. 2009. Retrieval of total suspended matters using field spectral data in Shitoukoumen Reservoir, China. Chinese Geographic Sciences, 19(1): 77-82.
Wang, Z. M., Zhang, B., Song, K. S., Guo, Z., Zhang, S., Liu, D. W., Zhang, S., Li, F., Yang, F., Liu, Z. 2009. Land use changes in Northeast China driven by human activities and climatic variation. Chinese Geographical Science, 19(3): 225-230.
Liu, D. W., Wang, Z. M*., Song, K. S., Zhang, B., Hu, L. J., Huang, N., Zhang, S. M., Luo, L., Zhang, C. H., Jiang, G. J. 2009. Land use/cover changes and environmental consequences in Songnen Plain, Northeast China. Chinese Geographical Science, 19(4): 299-305.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W., Ren, C., Zhang, S., Hu, L., Yang, H., Liu, Z. 2009. Landscape and land use effects on the spatial variation of soil chemical properties. Communications in Soil Science and Plant Analysis, 40(15-16): 2389 – 2412.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2009. Analysis of urban thermal characteristics and associated land cover with landsat TM/ETM+ data in Shenyang, China. SPIE, 0277-787X, V. 7471.
2008
Song, K. S., Zhang, Y. Z. 2008. Snow-cover environmental monitoring and assessment in Northeast China Using passive microwave emission models. Environmental Monitoring and assessment, 140(1-3): 223-229.
Song, K. S., Zhang, Y. Z., Jin, C., Yan, S. 2008. Seasonal snow monitoring in Northeast China using space-borne sensors: preliminary results. Chinese Professionals in Geographic Information Science, 14(2):112-118.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W. 2008. Soil organic carbon under different landscape attributes in croplands of Northeast China. Plant, Soil and Environment, 54(10): 420-427.
Wang, Z. M., Zhang, Y. B., Zhang, B., Song, K. S*, Liu, D. W. 2008. Landscape dynamics and driving factors in Da’an County of Jilin Province in Northeast China during 1956-2000. Chinese Geographical Science, 18(2): 137-145.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2008. Estmating Impervious Surface for the Urban Area Expansion: Examples from Changchun, Northeast China. ISPRS, 2008 Beijing, Vol. XXXVII. Part B8. p. 385-391.
Liu, H., Zhang, B., Zhang, Y., Song, K. S., Wang, Z. M., Li, F., Hu, M. 2008. Soil taxonomy on the basis of reflectance spectral characteristics. Spectroscopy and Spectral Analysis, 28(3): 624-628.
Duan, H. T., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M., Liu, D. W., Li, F. 2008. Estimation of chlorophyll-a concentration and trophic states for inland lakes in Northeast China from Landsat TM data and field spectral measurements. International Journal of Remote Sensing, 29: 767-786.
2007
Song, K. S., Zhang, Y. Z., Zhang, B., Liu, D. W., Wang, Z. M., Duan, H. T. 2007. Inverse data modeling for the optical properties of the eutrophic lake from reflectance spectra in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Application, 21(7): 889–898.
Xu,J. P., Zhang, B., Song, K. S., Wang, Z. M. 2007. Simplified bio-optical modeling of concentrations of total suspended matter in a turbid inland water condition. SPIE, 0277-786X, V.6752-54.
Li, X., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Guo, Z. 2007. Assessment for salinized wasteland expansion and land use change using GIS and remote sensing in the west part of Northeast China. Environmental Monitoring and Assessment, 131 (1-3): 421-437.
Ren, C., Zhang, B., Wang, Z. M., Song, K. S., Liu, D. W., Liu, Z. 2007. A GIS-based Tupu analysis of dynamics of saline-alkali land in Western Jilin Province. Chinese Geographical Science, 17(4): 333-340.
Duan, H., Zhang, Y., Zhang, B., Song, K. S., Wang, Z. M. 2007. Assessment of chlorophyll-a and trophic state for Lake Chagan using Landsat TM and field spectral data. Environmental Monitoring and Assessment, 129: 295-308.
Duan, H., Ma, R., Zhang, B., Song, K. S., Wang, Z. M. 2007. Determination of chlorophyll-a concentration using inverse continuum removal analysis of fluorescence peak in Lake Chagan, China. Proceedings of SPIE, Vol. 6752, 67521M.
2006
Song, K. S., Zhang, B., Wang, Z., Li, F., Duan, H., Guo, Y. 2006. Water TOC and TP Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3438 - 3442.
Liu, D. W., Song, K. S*., Zhang, B., Wang, Z. M., Li, F. 2006. Water Chlorophyll-a Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3654-3657.
Liu, D. W., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M. Duan, T. H. 2006. Effects of sensor noise in spectral measurement on chlorophyll-a retrieval in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Applications, 20(4): 547-557.
Liu, D. W., Wang, Z. M., Zhang, B., Song, K. S., Li, X. Y., Li, F., Li, J. P. 2006. Spatial distribution of soil organic carbon and analysis of related factors in cropland of the black soil region, Northeast China. Agriculture, Ecosystems and Environment, 113 (1): 73-81.
Wang, Z. M., Zhang, B., Li, X., Zhang, S., Song, K. S. 2006. Simulating Spring Wheat Growth in Black Soil Zone of Northeast China Using CropSyst. Pedosphere, 16(3): 354-361.
Wang, Z. M., Zhang, B., Zhang, S., Li, X., Liu, D. W., Song, K. S, Li, J. P., Li, F., Duan, H. T. 2006. Changes of land use and of ecosystem service values in Sanjiang Plain, Northeast China. Environmental Monitoring and Assessment, 112: 69-91.
2005 and before
Song, K. S., Zhang, B., Duan, H., Wang, Z. 2005. Establishing a ann model with in-situ hyperspectral data for estimation chlorophyll-a concentrations in Nanhu Lake of Changchun, China. IGARSS05, p. 5343-5346.
Zhang, B., Zhang, Y. Z., Song, K. S., Wang, Z. M., Li, F., Duan, H. T. 2005. The optical properties of the eutrophic water: a case study of Nanhu Lake in Changchun, China. Journal of Electromagnetic Waves and Applications, 19(3): 389-400.
Liu, D. W., Song, K. S*. 2005. Hyperspectral Approaches for Detecting the Roadside Tree Chlorophyll Content with BP neural networks. IGARSS 2005, IGARSS05, p. 3032-3035.
Zhang, B., Zhang, Y. Z., Song, K. S., Zhang, B., 2004. Detection of Sea Surface Temperature (SST) and Salinity Using Thermal Infrared Data of AVHRR and MODIS in the Gulf of Bohai Sea of China. International Journal of Infrared and Millimeter Waves, 25(1): 129-137.
Song, K. S., Zhang, B., Zhao, Y. S. 2003. Study on Polarizing Reflectance Characteristics of Leaves from Four Species of Deciduous Tree at various phenological phase in Northeast of China. IGARSS03, p. 4416-4418.
专利与软件著作权水体中总颗粒物吸收系数及浮游植物吸收系数的测定方法（**5.1）
测定水体中有色溶解有机物吸收系数的方法（**1.3）
水质监测评价系统V1.0 （2011年）
招生与学生培养
招生信息拟招收环境科学、应用化学、自然地理学、遥感与地理信息、水文专业学生
毕业硕士研究生曾丽红 硕士研究生（2006级）-地图学与地理信息系统
雷小春 硕士研究生（2008级）-地图学与地理信息系统
邵田田 硕士研究生（2009级）-地图学与地理信息系统
丁智 硕士研究生（2011级）-地图学与地理信息系统
在读学生邵田田 博士研究生（2012级）-地图学与地理信息系统
联合培养学生刘蕾 硕士研究生（2011级）哈尔滨师范大学地理科学学院
关莹 硕士研究生（2011级）哈尔滨师范大学地理科学学院
魏锦宏 硕士研究生（2011级）西南林业大学林学院
侯佳妮 硕士研究生（2011级）东北师范大学城市与环境科学学院
刘 杨 硕士研究生（2010级）东北师范大学城市与环境科学学院
高 邰 硕士研究生（2009级）吉林师范大学旅游与地理学院
王沫威 硕士研究生（2009级）东北师范大学城市与环境科学学院
吴俊杰 硕士研究生（2008级）东北师范大学城市与环境科学学院
刘庆凤 硕士研究生（2007级）吉林师范大学旅游与地理学院
社会兼职所属学会
1. 吉林省遥感学会常务理事
2. 吉林省地理学会会员
3. 美国地球物理协会会员（AGU）
稿件审理
中文期刊：地理科学、生态学报、生态学杂志、应用生态学报、植物生态学报、遥感技术与应用、中科院研究生院学报、干旱区研究、中国科学-D辑、光谱学与光谱分析、红外与毫米波.
外文期刊：Remote Sensing of Environment; Water Research; ISPRS-PE&RS; International Journal of remote sensing; Physics and Chemistry of the Earth; The Science of Total Environment; Progress in Electromanatic Research; Geocarto International; Journal of Applied Remote Sensing; IEEE-Geoscience and Remote Sensing Letter; Journal of Chinese Geographic Science; Optical Engineering; Computers and Electronics in Agriculture; Remote Sensing; IEEE Transactions on Geoscience and Remote Sensing; Stochastic Environmental Research and Risk Assessment.
Song, K. S., Li, L., Tedesco, L., Li, S., Hall, B., Du, J. 2014. Remote quantification of phycocyanin in potable water sources through an adaptive model. ISPRS Journal of Photogrammetry and Remote Sensing, DOI: 10.1016/j.isprs.2014.06.008
Song, K. S., Li, L., Tedesco, L., Li, S., Shi, K., Hall, B. 2014. Remote Estimation of Nutrients for a Drinking Water Source through Adaptive Modeling. Water Resources Management, DOI: 10.1007/s11269-014-0627-x
Song, K. S., Wang, Z.M., Du, J., Liu, L., Zeng, L.H., Ren, C.Y. 2014. Wetland degradation, driving forces and its environmental impacts in the Sanjiang Plain, China. Environmental Management, DOI: 10.1007/s00267-014-0278-y.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Li, L.H., Shi, K. 2014. Spectral Characterization of Colored Dissolved Organic Matter for Productive Inland Waters and Its Source Analysis. 24(2). DOI: 10.1007/s11769-014-0000-0.
Song, K. S., Li, L., Li, S., Tedesco, L., Duan, H. T., Li, Z. C., Shi, K., Du, J., Zhao, Y., Shao, T. T. 2014. Using Partial Least Squares-Artificial Neural Network for Inversion of Inland Water Chlorophyll-a. IEEE Transactions on Geoscience and Remote Sensing. 52: 1502-1517.
Song, K. S., Li, L., Duan, H. T., Tedesco, L., Li, L. H., Du, J. 2014. Remote quantification of total suspended matter through empirical approaches for inland waters. Journal of Environmental Informatics, 23(1): 23-36.
2013
Song, K. S., Li, L., Lenore, L. P., Li, S., Duan, H. T., Liu, D. W., Hall, B. E., Du, J., Li, Z. C., Shi, K., Zhao, Y. 2013. Remote estimation of chlorophyll-a in turbid inland waters: Three-band model versus GA-PLS model. Remote Sensing of Environment, 136, 342-357.
Song, K. S., Li, L., Li, Z. C., Tedesco, L., Hall, B., Shi, K. 2013. Remote detection of cyanobacteria through phycocyanin for water supply source using three-band model. Ecological Informatics, 15, 22-33.
Song, K. S., Li, L., Tedesco, L., Clercin, N., Hall, B., Li, S., Shi, K., Liu, D. W., Sun, Y. 2013. Remote estimation of phycocyanin (PC) for inland waters coupled with YSI PC fluorescence probe. Environmental Science and Pollution Research, 20(8): 5330-5340.
Song, K. S., Zang, S. Y., Zhao, Y., Li, L., Du, J., Zhang, N. N., Wang, X. D., Shao, T. T., Liu, L., Guan, Y., 2013. Spatiotemporal characterization of dissolved Carbon for inland waters in semi-humid/semiarid region, China. Hydrology and Earth System Science, 17, 4269-4281.
Shi, K., Li, Y. M., Li, L., Lu, H., Song, K. S., Liu, Z. H., Xu, Y. F., Li, Z. C. 2013. Remote chlorophyll-a estimates for inland waters based on a cluster-based classification. Science of the Total Environment, 444: 1-15.
Li, Z. C., Li, L., Song, K. S., Cassar, N. 2013. Estimation of Phytoplankton Size Fractions Based on Spectral Features of Remote Sensing Ocean Color Data. Journal of Geophysical Research, Doi: 10.1002/jgrc.20137.
2012
Song, K. S., Wang, Z. M., Li, L., Tedesco, L., Li, F., Jin, C., Du, J. 2012. Wetlands shrinkage, fragmentation and their links to agriculture in the Muleng-Xingkai Plain, China. Journal of Environmental Management, 111: 120-132.
Song, K. S., Li, L., Li, S., Tedesco, L., Li, L. H., Hall, B. 2012. Hyperspectral remote sensing of total phosphorus (TP) in three central Indiana water supply reservoirs. Water, Air and Soil Pollution, 223(4): 1481-1502.
Song, K. S., Lu, D. M., Li, L., Li, S, Wang, Z. M., Du, J. 2012. Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling. Ecological Informactics, 10: 25-36.
Song, K. S., Li, L., Li, S., Tedesco, L., Hall, B., Li, Z. C. 2012. Hyperspectral retrieval of phycocyanin in potable water sources using genetic algorithm-partial least squares (GA–PLS) modeling. International Journal of Applied Earth Observation and Geoinformation, 18: 368-385.
Song, K. S., Li, L., Tedesco, L. P., Li, S., Clercin, A. N., Hall, B., Li, Z. C., Shi, K. 2012. Hyperspectral determination of eutrophication for a water supply source via genetic algorithm-partial least squares (GA–PLS) modeling. Science of the Total Environment, 426: 220-232.
Song, K. S., Wang, Z. M., Li, L., Xu, J. P. 2012. Retrieval of total suspended matter and chlorophyll-a using remote sensing data for drinking water resources. Environmental Monitoring and assessment, 184: 1449–1470.
Tang, X. G., Wang, Z. M., Liu, D. W., Song, K. S., Jia, M. M., Dong, Z. Y., Munger, J. W., Hollinger, D. Y., Bolstad, P. V., Goldstein, A. H., Desai, A. R., Dragoni, D., Liu, X. P. 2012. Estimating the net ecosystem exchange for the major forests in the northern United States by integrating MODIS and AmeriFlux data. Agricultural and Forest Meteorology, 156: 75–84.
Li, L. H., Li, L., Shi, K., Li, Z. C., Song, K. S. 2012. A semi-analytical algorithm for remote estimation of phycocyanin in inland waters. Science of the Total Environment, 435-436: 141–150.
Li, S., Li, L., Milliken, R., Song, K. S. 2012. Hybridization of partial least squares and neural network models for quantifying lunar surface minerals. Icarus, 211 (1): 208-225.
2011
Song, K. S., Wang, Z. M., Blackwell, J., Zhang, B., Zhang, Y. 2011. Water quality monitoring using Landsat Thematic Mapper data with empirical algorithms in Chagan Lake, China. Journal of Applied Remote Sensing, 5. Doi:10.1117/1.**.
Song, K. S., Wang, Z. M., Liu, Q. F., Liu, D. W., Ermoshin, V. V., Ganzei, S. S., Zhang, B., Ren, C. Y., Zeng, L. H., Du, J., 2011. Land Use/Land Cover (LULC) Classification with MODIS Time Series Data and Validation in the Amur River Basin. Geography and Natural Resources, 2011, 32(1): 9-15.
Zeng, L. H., Song, K. S*., Zhang, B., Li, L., Wang, Z. 2011. Evaportranspiration estimation using moderate resolution imaging spectroradiometer products through a surface energy balance algorithm for land model in Songnen Plain, China. Journal of Applied Remote Sensing, 5. Doi: 10.1117/1.**.
Wang, Z. M., Song, K. S., Hu, L. 2011. Response to “Rethinking ecological migration and the value of cultural continuity”. AMBIO, 40: 102-103.
Wang, Z. M., Song,K. S., Ma, W. H., Ren, C. Y., Zhang, B., Liu, D. W., Chen, J. M., Song, C. C. 2011. Loss and Fragmentation of Marshes in the Sanjiang Plain, Northeast China, 1954–2005. Wetland, 31 (5): 945-954.
Li, L. H., Li, L., Song, K. S., Li, Y. M., Shi, K., Li, Z. C. 2011. An improved analytical algorithm for remote estimation of chlorophyll-a in highly turbid waters. Environmental Research Letter. 6 034037 doi:10.1088/1748-9326/6/3/034037.
Wang, Z. M., Huang, N., Luo, L., Li, X., Ren, C., Song, K. S., Chen, J. M. 2011. Shrinkage and fragmentation of marshes in the West Songnen Plain, China, from 1954 to 2008 and its possible causes. International Journal of Earth Observation and Geoinformation, 13(3): 477-486.
Ren, C., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Yang, G., Liu, Z. 2011. Spatial variation of soil organic carbon and its relationship with environmental factors in the farming-pastoral eco-tone of Northeast China. Fresenius Environmental Bulletin, 20(1a): 253-261.
Liu, H. J., Zhang, X. L., Yu, W. T., Zhang, B., Song, K. S., Blackwell, J. 2011. Simulating models for Phaeozem hyperspectral reflectance. International Journal of Remote Sensing, 32(13), 3819-3834.
Tang, X. G., Liu, D. W., Song, K. S., Munger, J. W., Zhang, B., Wang, Z. M. 2011. A new model of net ecosystem carbon exchange for the deciduous-dominated forest by integrating MODIS and flux data. Ecological Engineering, 37: 1567–1571.
2010
Song, K. S., Liu, D. W., Li, L., Wang, Z. M., Wang, Y., Jiang, G. 2010. Spectral absorption properties of colored dissolved organic matter (CDOM) and total suspended matter (TSM) of inland waters. Proc. SPIE 7811, 78110B. doi:10.1117/12.859634.
Song, K. S., Lu, D., Liu, D. W, Wang, Z. M., Li, L. 2010. Retrieval of total suspended matter (TSM) using remotely sensed images in Shitoukoumen Reservoir, Northeast China. IGARSS10, Honolulu, HI, p. 405-408.
Song, K. S., Wu, J. J., Li, L., Wang, Z. M., Lu, D. M., Du, J., Zhang, B. 2010. MODIS-derived atmospheric water vapor (AWV) content and its correlation to land use and land cover in Northeast China. Proc. SPIE 7809, 78090L. doi:10.1117/12.859487.
Wang, Z. M., Hu, L., Song, K. S., Zhang, B. 2010. China’s largest ecological migration in the Three-River Headwater Region. AMBIO, 39: 443-446.
Wang, Z. M., Zhang, B., Song, K. S., Liu, D. W., Li, F., Ren, C., Hu, L., Yang, H., Liu, Z. 2010. Spatial variability of soil organic carbon under maize monoculture in the Song-nen Plain, Northeast China. Pedosphere, 20(1): 80-89.
Zhang, S., Wang, Z. M., Zhang, B., Ren C., Song, K. S., Liu, D. W., Hu, L. 2010. Assessment and Identification of the Critical Source Areas for Diffuse Phosphorus Loss in Shuangyang River Watershed, Northeast China. Fresenius Environmental Bulletin, 19(12): 2832-2839.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Application of Multivariate Model Based on Three Simulated Sensors for Water Quality Variables Estimation in Shitoukoumen Reservoir, Jilin Province, China. Chinese Geographical Science, 20(4): 337-344.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M., Du, J., Zeng, L. H., Lei, X. C. 2010. Wavelet Transform (WT) and neural network model applied to canopy hyperspectral data for corn Chl-a estimation in Songnen Plain, China. Proc. SPIE 7799, 77990P. doi:10.1117/12.859690.
Lu, D. M., Song, K. S*., Li, L., Wang, Z. M. 2010. Application of Wavelet Transform (WT) on canopy hyperspectral data for soybean Leaf Area Index (LAI) estimation in the Songnen Plain, China. Proc. SPIE 7807, 78070V. doi:10.1117/12.860896.
Tang, X. G., Song, K. S., Liu, D. W., Wang, Z. M., Zhang, B., Yang, F. 2010. Application of PCA and canopy near, shortwave-infrared bands for soybean and corn FPAR estimation in the Songnen plain, China. IGARSS10, p. 1485-1488.
Tang, X. G., Song, K. S., Wang, Z. M., Liu, D. W., 2010. Estimating the net ecosystem carbon exchange for the deciduous broadleaf forest by exclusive use of MODIS data. IEEE ICMT 2010 Proceedings, p. 1090-1093.
Lei, X. C., Song, K. S*. 2010. Analysis on the spectral reflectance response to snow contaminants in northeast china. IGARSS 2010, p. 1741-1744.
Wu, Y. Q., Song, K. S., Zhao, K., Wang, Z. M., Liu, D. W., Du, J. Lei, X. C., Zhang, B. 2010. Retrieval of soil moisture using ground-based microwave radiometer. Multimedia Technology, 2010 International Conference, ICTM10. Doi.10.1109/ICMULT.2010.**.
Jiang, G. J., Liu, D. W., Song, K. S., Zhang, B., Wang, Y. D. 2010. Spatial distribution and the possible sources of CDOM for inland water in summer in the Northeast China. IGRASS10, p. 386-388.
Li, L., Li, L., Song, K. S. 2010. A bio-optical approach to estimating chlorophyll-a concentration from hyperspectral remote sensing. Proceedings of SPIE, V. 7809, 78090E.
2009
Song, K. S., Hafeez, M., Du, J., Liu, D. W. 2009. Comparison Study on mapping of ET in the CIA of Murrumbidgee Catchment with Remote Sensing satellite data: examples from the Nafe06 Experimentation. IGARSS09, p. 2701-2704. Doi. 10.1109/IGARSS.2009.**.
Song, K. S., Jia, M. M., Hafeez, M., Wang, Z. M., Lu, D. M., Zeng, L. H., Liu, D. W., Zhang, B., Du, J., Liu, Q. F. 2009. Land use/cover characterization with MODIS time series data with hybrid classification method over Australia for 2001 and 2003. IGARSS09, III-306-III-309.
Song, K. S., Wang, Z. M., Liu, Q. F., Lu, D. M., Yang, G., Zeng, L. H., Liu, D. W., Zhang, B., Du, J. 2009. Land use/land cover (LULC) characterization with MODIS time series data in the Amu River Basin. IGARSS09, IV-310 - IV-313.
Song, K. S., Zhong, G. X., Wang, Z. M., Liu, D. W. 2009. Comparison study of seasonal snow cover area (SCA) from space-borne satellite data in the Heilongjiang Basin. SPIE, 0277-786X, V. 7471.
Wang, Z. M., Song, K. S*., Zhang, B., Liu, D. W. 2009. Spatial variability and affecting factors of soil nutrients in croplands of Northeast China: a case study in Dehui County. Plant, Soil and Environment, 55(3): 110-120.
Wang, Z. M., Song, K. S., Zhang, B. , Liu, D. W., Ren, C., Luo, L., Yang, T., Huang, N., Hu, L., Yang, H. J., Liu, Z. M. 2009. Shrinkage and fragmentation of grasslands in the West Songnen Plain, China. Agriculture, Ecosystems and Environment, 129: 315-324.
Xu, J., Zhang, B., Fang Li, Song, K. S., Wang, Z. M., Liu, D. W., Zhang, G. X. 2009. Retrieval of total suspended matters using field spectral data in Shitoukoumen Reservoir, China. Chinese Geographic Sciences, 19(1): 77-82.
Wang, Z. M., Zhang, B., Song, K. S., Guo, Z., Zhang, S., Liu, D. W., Zhang, S., Li, F., Yang, F., Liu, Z. 2009. Land use changes in Northeast China driven by human activities and climatic variation. Chinese Geographical Science, 19(3): 225-230.
Liu, D. W., Wang, Z. M*., Song, K. S., Zhang, B., Hu, L. J., Huang, N., Zhang, S. M., Luo, L., Zhang, C. H., Jiang, G. J. 2009. Land use/cover changes and environmental consequences in Songnen Plain, Northeast China. Chinese Geographical Science, 19(4): 299-305.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W., Ren, C., Zhang, S., Hu, L., Yang, H., Liu, Z. 2009. Landscape and land use effects on the spatial variation of soil chemical properties. Communications in Soil Science and Plant Analysis, 40(15-16): 2389 – 2412.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2009. Analysis of urban thermal characteristics and associated land cover with landsat TM/ETM+ data in Shenyang, China. SPIE, 0277-787X, V. 7471.
2008
Song, K. S., Zhang, Y. Z. 2008. Snow-cover environmental monitoring and assessment in Northeast China Using passive microwave emission models. Environmental Monitoring and assessment, 140(1-3): 223-229.
Song, K. S., Zhang, Y. Z., Jin, C., Yan, S. 2008. Seasonal snow monitoring in Northeast China using space-borne sensors: preliminary results. Chinese Professionals in Geographic Information Science, 14(2):112-118.
Wang, Z. M., Zhang, B., Song, K. S*., Liu, D. W. 2008. Soil organic carbon under different landscape attributes in croplands of Northeast China. Plant, Soil and Environment, 54(10): 420-427.
Wang, Z. M., Zhang, Y. B., Zhang, B., Song, K. S*, Liu, D. W. 2008. Landscape dynamics and driving factors in Da’an County of Jilin Province in Northeast China during 1956-2000. Chinese Geographical Science, 18(2): 137-145.
Lu, D. M., Song, K. S*., Zeng, L. H., Liu, D. W. 2008. Estmating Impervious Surface for the Urban Area Expansion: Examples from Changchun, Northeast China. ISPRS, 2008 Beijing, Vol. XXXVII. Part B8. p. 385-391.
Liu, H., Zhang, B., Zhang, Y., Song, K. S., Wang, Z. M., Li, F., Hu, M. 2008. Soil taxonomy on the basis of reflectance spectral characteristics. Spectroscopy and Spectral Analysis, 28(3): 624-628.
Duan, H. T., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M., Liu, D. W., Li, F. 2008. Estimation of chlorophyll-a concentration and trophic states for inland lakes in Northeast China from Landsat TM data and field spectral measurements. International Journal of Remote Sensing, 29: 767-786.
2007
Song, K. S., Zhang, Y. Z., Zhang, B., Liu, D. W., Wang, Z. M., Duan, H. T. 2007. Inverse data modeling for the optical properties of the eutrophic lake from reflectance spectra in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Application, 21(7): 889–898.
Xu,J. P., Zhang, B., Song, K. S., Wang, Z. M. 2007. Simplified bio-optical modeling of concentrations of total suspended matter in a turbid inland water condition. SPIE, 0277-786X, V.6752-54.
Li, X., Wang, Z. M., Song, K. S., Zhang, B., Liu, D. W., Guo, Z. 2007. Assessment for salinized wasteland expansion and land use change using GIS and remote sensing in the west part of Northeast China. Environmental Monitoring and Assessment, 131 (1-3): 421-437.
Ren, C., Zhang, B., Wang, Z. M., Song, K. S., Liu, D. W., Liu, Z. 2007. A GIS-based Tupu analysis of dynamics of saline-alkali land in Western Jilin Province. Chinese Geographical Science, 17(4): 333-340.
Duan, H., Zhang, Y., Zhang, B., Song, K. S., Wang, Z. M. 2007. Assessment of chlorophyll-a and trophic state for Lake Chagan using Landsat TM and field spectral data. Environmental Monitoring and Assessment, 129: 295-308.
Duan, H., Ma, R., Zhang, B., Song, K. S., Wang, Z. M. 2007. Determination of chlorophyll-a concentration using inverse continuum removal analysis of fluorescence peak in Lake Chagan, China. Proceedings of SPIE, Vol. 6752, 67521M.
2006
Song, K. S., Zhang, B., Wang, Z., Li, F., Duan, H., Guo, Y. 2006. Water TOC and TP Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3438 - 3442.
Liu, D. W., Song, K. S*., Zhang, B., Wang, Z. M., Li, F. 2006. Water Chlorophyll-a Concentration Estimation Using Landsat TM Data with Empirical Algorithms in Chagan Lake, China. IGARSS06, p. 3654-3657.
Liu, D. W., Zhang, Y. Z., Zhang, B., Song, K. S., Wang, Z. M. Duan, T. H. 2006. Effects of sensor noise in spectral measurement on chlorophyll-a retrieval in Nanhu Lake of Changchun, China. Journal of Electromagnetic Waves and Applications, 20(4): 547-557.
Liu, D. W., Wang, Z. M., Zhang, B., Song, K. S., Li, X. Y., Li, F., Li, J. P. 2006. Spatial distribution of soil organic carbon and analysis of related factors in cropland of the black soil region, Northeast China. Agriculture, Ecosystems and Environment, 113 (1): 73-81.
Wang, Z. M., Zhang, B., Li, X., Zhang, S., Song, K. S. 2006. Simulating Spring Wheat Growth in Black Soil Zone of Northeast China Using CropSyst. Pedosphere, 16(3): 354-361.
Wang, Z. M., Zhang, B., Zhang, S., Li, X., Liu, D. W., Song, K. S, Li, J. P., Li, F., Duan, H. T. 2006. Changes of land use and of ecosystem service values in Sanjiang Plain, Northeast China. Environmental Monitoring and Assessment, 112: 69-91.
2005 and before
Song, K. S., Zhang, B., Duan, H., Wang, Z. 2005. Establishing a ann model with in-situ hyperspectral data for estimation chlorophyll-a concentrations in Nanhu Lake of Changchun, China. IGARSS05, p. 5343-5346.
Zhang, B., Zhang, Y. Z., Song, K. S., Wang, Z. M., Li, F., Duan, H. T. 2005. The optical properties of the eutrophic water: a case study of Nanhu Lake in Changchun, China. Journal of Electromagnetic Waves and Applications, 19(3): 389-400.
Liu, D. W., Song, K. S*. 2005. Hyperspectral Approaches for Detecting the Roadside Tree Chlorophyll Content with BP neural networks. IGARSS 2005, IGARSS05, p. 3032-3035.
Zhang, B., Zhang, Y. Z., Song, K. S., Zhang, B., 2004. Detection of Sea Surface Temperature (SST) and Salinity Using Thermal Infrared Data of AVHRR and MODIS in the Gulf of Bohai Sea of China. International Journal of Infrared and Millimeter Waves, 25(1): 129-137.
Song, K. S., Zhang, B., Zhao, Y. S. 2003. Study on Polarizing Reflectance Characteristics of Leaves from Four Species of Deciduous Tree at various phenological phase in Northeast of China. IGARSS03, p. 4416-4418.
专利与软件著作权水体中总颗粒物吸收系数及浮游植物吸收系数的测定方法（**5.1）
测定水体中有色溶解有机物吸收系数的方法（**1.3）
水质监测评价系统V1.0 （2011年）
招生与学生培养
招生信息拟招收环境科学、应用化学、自然地理学、遥感与地理信息、水文专业学生
毕业硕士研究生曾丽红 硕士研究生（2006级）-地图学与地理信息系统
雷小春 硕士研究生（2008级）-地图学与地理信息系统
邵田田 硕士研究生（2009级）-地图学与地理信息系统
丁智 硕士研究生（2011级）-地图学与地理信息系统
在读学生邵田田 博士研究生（2012级）-地图学与地理信息系统
联合培养学生刘蕾 硕士研究生（2011级）哈尔滨师范大学地理科学学院
关莹 硕士研究生（2011级）哈尔滨师范大学地理科学学院
魏锦宏 硕士研究生（2011级）西南林业大学林学院
侯佳妮 硕士研究生（2011级）东北师范大学城市与环境科学学院
刘 杨 硕士研究生（2010级）东北师范大学城市与环境科学学院
高 邰 硕士研究生（2009级）吉林师范大学旅游与地理学院
王沫威 硕士研究生（2009级）东北师范大学城市与环境科学学院
吴俊杰 硕士研究生（2008级）东北师范大学城市与环境科学学院
刘庆凤 硕士研究生（2007级）吉林师范大学旅游与地理学院
社会兼职所属学会
1. 吉林省遥感学会常务理事
2. 吉林省地理学会会员
3. 美国地球物理协会会员（AGU）
稿件审理
中文期刊：地理科学、生态学报、生态学杂志、应用生态学报、植物生态学报、遥感技术与应用、中科院研究生院学报、干旱区研究、中国科学-D辑、光谱学与光谱分析、红外与毫米波.
外文期刊：Remote Sensing of Environment; Water Research; ISPRS-PE&RS; International Journal of remote sensing; Physics and Chemistry of the Earth; The Science of Total Environment; Progress in Electromanatic Research; Geocarto International; Journal of Applied Remote Sensing; IEEE-Geoscience and Remote Sensing Letter; Journal of Chinese Geographic Science; Optical Engineering; Computers and Electronics in Agriculture; Remote Sensing; IEEE Transactions on Geoscience and Remote Sensing; Stochastic Environmental Research and Risk Assessment.
招生信息拟招收环境科学、应用化学、自然地理学、遥感与地理信息、水文专业学生
毕业硕士研究生曾丽红 硕士研究生（2006级）-地图学与地理信息系统
雷小春 硕士研究生（2008级）-地图学与地理信息系统
邵田田 硕士研究生（2009级）-地图学与地理信息系统
丁智 硕士研究生（2011级）-地图学与地理信息系统
在读学生邵田田 博士研究生（2012级）-地图学与地理信息系统
联合培养学生刘蕾 硕士研究生（2011级）哈尔滨师范大学地理科学学院
关莹 硕士研究生（2011级）哈尔滨师范大学地理科学学院
魏锦宏 硕士研究生（2011级）西南林业大学林学院
侯佳妮 硕士研究生（2011级）东北师范大学城市与环境科学学院
刘 杨 硕士研究生（2010级）东北师范大学城市与环境科学学院
高 邰 硕士研究生（2009级）吉林师范大学旅游与地理学院
王沫威 硕士研究生（2009级）东北师范大学城市与环境科学学院
吴俊杰 硕士研究生（2008级）东北师范大学城市与环境科学学院
刘庆凤 硕士研究生（2007级）吉林师范大学旅游与地理学院
社会兼职所属学会
1. 吉林省遥感学会常务理事
2. 吉林省地理学会会员
3. 美国地球物理协会会员（AGU）
稿件审理
中文期刊：地理科学、生态学报、生态学杂志、应用生态学报、植物生态学报、遥感技术与应用、中科院研究生院学报、干旱区研究、中国科学-D辑、光谱学与光谱分析、红外与毫米波.
外文期刊：Remote Sensing of Environment; Water Research; ISPRS-PE&RS; International Journal of remote sensing; Physics and Chemistry of the Earth; The Science of Total Environment; Progress in Electromanatic Research; Geocarto International; Journal of Applied Remote Sensing; IEEE-Geoscience and Remote Sensing Letter; Journal of Chinese Geographic Science; Optical Engineering; Computers and Electronics in Agriculture; Remote Sensing; IEEE Transactions on Geoscience and Remote Sensing; Stochastic Environmental Research and Risk Assessment.
雷小春 硕士研究生（2008级）-地图学与地理信息系统
邵田田 硕士研究生（2009级）-地图学与地理信息系统
丁智 硕士研究生（2011级）-地图学与地理信息系统
在读学生邵田田 博士研究生（2012级）-地图学与地理信息系统
联合培养学生刘蕾 硕士研究生（2011级）哈尔滨师范大学地理科学学院
关莹 硕士研究生（2011级）哈尔滨师范大学地理科学学院
魏锦宏 硕士研究生（2011级）西南林业大学林学院
侯佳妮 硕士研究生（2011级）东北师范大学城市与环境科学学院
刘 杨 硕士研究生（2010级）东北师范大学城市与环境科学学院
高 邰 硕士研究生（2009级）吉林师范大学旅游与地理学院
王沫威 硕士研究生（2009级）东北师范大学城市与环境科学学院
吴俊杰 硕士研究生（2008级）东北师范大学城市与环境科学学院
刘庆凤 硕士研究生（2007级）吉林师范大学旅游与地理学院
社会兼职所属学会
1. 吉林省遥感学会常务理事
2. 吉林省地理学会会员
3. 美国地球物理协会会员（AGU）
稿件审理
中文期刊：地理科学、生态学报、生态学杂志、应用生态学报、植物生态学报、遥感技术与应用、中科院研究生院学报、干旱区研究、中国科学-D辑、光谱学与光谱分析、红外与毫米波.
外文期刊：Remote Sensing of Environment; Water Research; ISPRS-PE&RS; International Journal of remote sensing; Physics and Chemistry of the Earth; The Science of Total Environment; Progress in Electromanatic Research; Geocarto International; Journal of Applied Remote Sensing; IEEE-Geoscience and Remote Sensing Letter; Journal of Chinese Geographic Science; Optical Engineering; Computers and Electronics in Agriculture; Remote Sensing; IEEE Transactions on Geoscience and Remote Sensing; Stochastic Environmental Research and Risk Assessment.
关莹 硕士研究生（2011级）哈尔滨师范大学地理科学学院
魏锦宏 硕士研究生（2011级）西南林业大学林学院
侯佳妮 硕士研究生（2011级）东北师范大学城市与环境科学学院
刘 杨 硕士研究生（2010级）东北师范大学城市与环境科学学院
高 邰 硕士研究生（2009级）吉林师范大学旅游与地理学院
王沫威 硕士研究生（2009级）东北师范大学城市与环境科学学院
吴俊杰 硕士研究生（2008级）东北师范大学城市与环境科学学院
刘庆凤 硕士研究生（2007级）吉林师范大学旅游与地理学院
