个人简介

宋开山,1974,男  博导,遥感与地理信息中心主任, 中国科学院东北地理与农业生态研究所

电子邮件: songks@neigae.ac.cn 或 songkaishan@iga.ac.cn

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

教育背景

2002-09--2005-07   中国科学院东北地理与农业生态研究所   环境科学博士
1999-09--2002-07   东北师范大学   地图学与地理信息系统硕士
1995-09--1999-07   四平师范学院(现吉林师范大学)   地理教育学士
学历
-- 研究生
学位
-- 博士

招生与学生培养

已指导学生

雷小春  硕士研究生  070503-地图学与地理信息系统  

邵田田  硕士研究生  070503-地图学与地理信息系统  

丁智  硕士研究生  070503-地图学与地理信息系统  

马建行  硕士研究生  070503-地图学与地理信息系统  

王铭  硕士研究生  070503-地图学与地理信息系统  

现指导学生

赵莹  博士研究生  070503-地图学与地理信息系统  

沙林伟  硕士研究生  070503-地图学与地理信息系统  

房冲  博士研究生  070503-地图学与地理信息系统  

招生信息

拟招收环境科学、自然地理学、遥感与地理信息、水文专业学生

联合指导学生

刘庆凤 硕士研究生 (2007级)吉林师范大学旅游与地理学院 

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 

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 

高 邰   硕士研究生 (2009级)吉林师范大学旅游与地理学院 

刘 杨   硕士研究生 (2010级)东北师范大学城市与环境科学学院 

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 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

李思佳 硕士研究生 (2012级)吉林师范大学旅游与地理学院

臧晶晶 硕士研究生 (2013级)吉林师范大学旅游与地理学院

侯军斌 硕士研究生 (2014级)吉林师范大学旅游与地理学院

王 敏   硕士研究生 (2014级)吉林师范大学旅游与地理学院

李晟铭 硕士研究生 (2015级)吉林师范大学旅游与地理学院

马学垚 硕士研究生 (2015级)吉林师范大学旅游与地理学院

张东方 硕士研究生 (2015级)吉林师范大学旅游与地理学院

孟庆吉 硕士研究生 (2016级)哈尔滨师范大学地理科学学院

王 强   硕士研究生 (2016级)吉林师范大学旅游与地理学院

尹 炀   硕士研究生 (2016级)吉林师范大学旅游与地理学院

王良玉 硕士研究生 (2016级)吉林师范大学旅游与地理学院

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

工作简历
2011-12~现在, 中国科学院东北地理与农业生态研究所, 研究员
2009-12~2012-12,印第安纳大学, 博士后(Research Associate)
2007-05~2008-05,澳大利亚联邦科学与工业组织(CSIRO), 访问学者
2006-06~现在, 中国科学院东北地理与农业生态研究所, 副研究员
2005-01~2006-05,中国科学院东北地理与农业生态研究所, 助理研究员
社会兼职
2017-12-14-今,吉林省卫星遥感应用技术重点实验室, 委员
2016-06-17-今,吉林省地理学会, 常务理事
2016-06-17-今,吉林省遥感学会, 常务理事
2014-07-01-今,地理科学, 编委

教授课程

地表参数遥感反演模型研究

科研活动

   
参与会议
(1)中国不同类型水体CDOM与DOC关系研究   海洋水色遥感技术研讨会暨第15届全国II类水体水色遥感研讨会   2015-11-21
(2)蓝绿藻色素与藻类功能群组遥感反演   变化环境下湿地演变机制与适应策略研讨会暨中国生态学学会湿地生态专业委员会2015年年会   2015-08-26
(3)Remote Sensing of Phytoplankton Using Adaptive Modelling Approaches   Kaishan Song, Lin Li, Zuchuan Li and Linhai Li   2012-06-20
(4)Remotely Estimates of Nutrients through daptive modelling    Kaishan Song, Lin Li   2010-08-11
(5)Retrieval of total suspended matter (TSM) using remotely sensed images in Shitoukoumen Reservoir, Northeast China   Kaishan Song, et al.   2010-07-23
(6)Land use/land cover classification using MODIS time series data sets   Kaishan Song, Zongming Wang, Dianwei Liu   2009-07-11
专利与软件著作权

(1)  多源传感器波段融合及像素频率统计软件,2017SR 683136,2017.12.12

(2)   多传感器水体边界及藻华信息自动提取软件,2017SR16753,2017.5.10

(3)  Shape文件批量裁剪遥感影像软件,2017SR387285,2017.7.20

(4)  基于时间序列遥感影像的云雾去除软件,2017SR360639,2017.5.15

(5)  GOCI卫星数据处理及水体动态监测软件V1.0,软著登字第1423699号,2016.8.22

(6)   MODIS地表温度数据处理及分析软件V1.0,软著登字第1406529号,2016.9.1

(7)  Landsat系列卫星数据水体批量提取软件V1.0,2016SR176450,2016.7.12

(8)  高光谱遥感影像处理与分析系统,2016SR128145,2016.6.1

(9)  水色遥感实验室数据处理软件,2015R11S277342,2015.12.18

(10)  高效节水空间管理信息系统,2014SR040047,2014.2.18

(11)  水质监测评价系统,2011SR006664,2011.2.14


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)

(9)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) 

(10)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) 

(11)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)

(12)院重点部署项目之课题:土壤理化性质遥感模型研究(2013-2016) 

(13)中国科学院海外引进人才前期启动项目:内陆水体光学特性与水质遥感研究 

(14)国防科工局高分系统重大专项“GF-5高光谱载荷的内陆水体参量反演技术-东北共性技术”(41-Y20A31-9003-15/17),宋开山,2016-2018

(15)国家自然科学基金面上项目“湖冰生物光学特性研究”(41471293),宋开山,2015-2018

(16)吉林省科技厅领军人才及创新团队项目吉林省“城市及饮用水体水质遥感创新团队”(20150519006JH),宋开山,2015-2017

(17)中国科学院“海外引进人才”项目“内陆水体光学特性与水质遥感研究”,宋开山,2014-2018



在研项目

(1)国家自然科学基金重点项目“咸水湖泊固有光学-偏振-介电特性研究”(41730104),宋开山,2018-2022

(2)国家科技部重点研发项目子课题“全球湿地动态变化检测及环境变化研究”(2016YFB0501502),宋开山,2016-2020

(3)国家科技部重点研发项目课题“水资源高效利用与安全保障综合管控平台”(2019YFC0409105),宋开山,2019-2022


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
 
            

招生专业
070503-地图学与地理信息系统

专利与奖励


奖励信息
(1) 湖沼湿地生态环境演变过程与机理研究, 二等奖, 省级, 2017
(2) 吉林省自然科学学术成果奖, 一等奖, 省级, 2014
(3) 吉林省科学技术奖, 二等奖, 省级, 2013
(4) 第十二届全国青年地理科技奖, 国家级, 2013
专利成果
( 1 ) 测定水体中有色溶解有机物吸收系数的方法, 发明, 2009, 第 3 作者, 专利号: 200910309611.3
( 2 ) 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, 发明, 2009, 第 3 作者, 专利号: 200910073205.1

文章与著作

   
主要论文

 

       2020

Song, K. S.*, Ge Liu, Qiang Wang, Zhidan Wen, Lili Lyu, Yunxia Du, Linwei Sha,Chong Fang.2020. Quantification of lake clarity in China using Landsat OLI imagery data, Remote Sensing of Environment,243,111800

Ge Liu, Lin Li, Song, K. S., Yunmei Lib*, Heng Lyu, Zhidan Wen, Chong Fang, Shun Bi,Xiaoping Sun, Zongming Wang, Zhigang Cao, Yingxin Shang, Gongliang Yu, Zhubin Zheng,Changchun Huang, Yifan Xu, Kun Shi.2020. An OLCI-based algorithm for semi-empirically partitioning absorption coefficient and estimating chlorophyll a concentration in various turbid case-2 waters, Remote Sensing of Environment,239,111648

Zhidan Wen, Song, K. S.*, Lili Lyu, Chong Fang, Yingxin Shang, Ge Liu, Jia Du.2020. A national-scale data set for dissolved carbon and its spatial pattern in lakes and reservoirs across China,Scientific Data, 7:82 | https://doi.org/10.1038/s41597-020-0419-5

Lili Lyu, Zhidan Wen, Pierre-Andre Jacinthe, Yingxin Shang, Ning Zhang, Ge Liu,Chong Fang, Junbin Hou, Song, K. S.*.2020.Absorption characteristics of CDOM in treated and non-treated urban lakes in Changchun, China, Environmental Research,182,109084

2019

Song, K. S.*, Yingxin Shang, Zhidan Wen, Pierre-Andre Jacinthe, Ge Liu ,Lili Lyu , Chong Fang.2019. Characterization of CDOM in saline and freshwater lakes across China using spectroscopic analysis, Water Research ,150 ,403-417.

Song, K. S.*, Zhidan Wen, Pierre-André Jacinthe, Ying Zhao, Jia Du.2019. Dissolved carbon and CDOM in lake ice and underlying waters along a salinity gradient in shallow lakes of Northeast China. Journal of Hydrology ,571,545–558.

Song, K. S.*, Sijia Li, Zhidan Wen, Lili Lyu, Yingxin Shang.2019. Characterization of chromophoric dissolved organic matter in lakes across the Tibet-Qinghai Plateau using spectroscopic analysis. Journal of Hydrology,579: 124190

Zhidan Wen , Song, K. S.*, Ge Liu, Yingxin Shang, Chong Fang , Jia Du , Lili Lyu.2019. Quantifying the trophic status of lakes using total light absorption of optically active      components. Environmental Pollution, 245, 684-693.

Zhidan Wen, Song, K. S.*, Ge Liu, Yingxin Shang,Junbin Hou, Lili Lyu, Chong  Fang.2019. Impact factor of dissolved organic carbon and the transport in a river-lake continuum in the Tibet Plateau of China, Journal of Hydrology

Zhidan Wen, Song, K. S.*, Ge Liu, Lili Lyu, Yingxin Shang, Chong Fang, Jia Du.2019. Characterizing DOC sources in China’s Haihe River basin using spectroscopy and stable carbon isotopes, Environmental Pollution

Zhidan Wen, Song, K. S.*, Chong Fang, Qian Yang, Ge Liu, Yingxin Shang, Xiaodi Wang.2019. Estimation of Kd(PAR) in inland waters across China in relation to the light absorption of optically active components, Environmental Science and Pollution Research

Fang Chong, WEN Zhidan, LI Lin, DU Jia, LIU Ge, WANG Xiaodi, Song, K. S.*.2019. Agricultural Development and Implication for Wetlands Sustainability:A Case from Baoqing County, Northeast China. Chinese Geographical Science,29(2),231-244.

Qian Yang, Song, K. S.*, Zhidan Wen, Xiaohua Hao & Chong Fang.2019. Recent trends of ice phenology for eight large lakes using MODIS products in Northeast China. International Journal of Remote Sensing,40(14), 5388-5410

Yingxin Shang, Song, K. S.*, Pierre A. Jacinthe, Zhidan Wen, Lili Lyu, Chong Fang, Ge Liu.2019. Characterization of CDOM in reservoirs and its linkage to trophic status assessment across China using spectroscopic analysis,Journal of Hydrology,2019, 576: 1-11

Mu Guangyi, Chen Li, Hu Liangjun*, Song, K. S.*.2019. Remote Detection of Varying Water Storage in Relation to Surfacial Temperature of Aral Sea, Chinese Geographical Science,1002-0063

2018

Song, K., Wen, Z., Shang, Y., et al. 2018. Quantification of dissolved organic carbon (DOC) storage in lakes and reservoirs of mainland China. Journal of  Environmental Management, 217, 391-402.

Fang, C., Song, K., Li, L., et al. 2018. Spatial variability and temporal dynamics of HABs in Northeast China. Ecological Indicators, 90, 280-294.

Wen, Z., Song, K., Shang, Y., et al. 2018. Differences in the distribution and optical properties of DOM between fresh and saline lakes in a semi-arid area of  Northern China. Aquatic Sciences, 80(22), 1-12.

Wen, ZD; Huang, XL ; Gao, DW; Liu, G; Fang, C; Shang, YX ; Du, J; Zhao, Y; Lv, LL; Song, KS. 2018. Phthalate esters in surface water of Songhua River  watershed associated with land use types, Northeast China, Environmental Science and Pollution Research, DOI: 10.1007/s11356-017-1119-3.

Shang, Y., Song, K., Wen, Z., et al. 2018. Characterization of CDOM absorption of reservoirs with its linkage of regions and ages across China. Environmental  science and pollution research. DOI: 10.1007/s11356-018-1832-6.

Kaishan Song, Zhidan Wen, Yijun Xu, Hong Yang, Lili Lyu, Ying Zhao, Chong Fang,Yingxin Shang, Jia Du.2018. Dissolved carbon in a large variety of lakes  across five limnetic regions in China. Journal of Hydrology. DOI: 10.1016/j.jhydrol.2018.05.072

Fang, C., Song, K.S., Shang, Y.X., et al., 2018. Remote sensing of harmful algal bloomsvariability for Lake Hulun using adjusted FAI (AFAI) algorithm. J. Environ. Inf. DOI: 10.3808/jei.201700385.

Sijia Li, Hanyu Ju, Meichen Jia, Jiquan Zhang*, Song, K. S.*, Peng Chen, Guangyi Mu.2019. Terrestrial humic-like fluorescence peak of chromophoric dissolved organic matter as a new potential indicator tracing the antibiotics in typical polluted watershed, Journal of Environmental Management201822865-76

2017

Jin, X., Song, K., Du, J., et al. 2017. Comparison of different satellite bands and vegetation indices for estimation of soil organic matter based on simulated spectral configuration. Agricultural and Forest Meteorology, 244, 57-71.

Song, K., Ma, J., Wen, Z., et al. 2017. Remote estimation of Kd (PAR) using MODIS and Landsat imagery for turbid inland waters in Northeast China. ISPRS Journal of Photogrammetry and Remote Sensing, 123, 159-172.

Song, K., Zhao, Y., Wen, Z., et al. 2017. A systematic examination of the relationships between CDOM and DOC in inland waters in China. Hydrology and Earth System Sciences, 21(10), 5127-5141.

Wen, Z., Song, K., Shang, Y., et al. 2017. Carbon dioxide emissions from lakes and reservoirs of China: A regional estimate based on the calculated pCO2. Atmospheric Environment, 170, 71-81.

Zhao, Y., Song, K., Wen, Z., et al. 2017. Evaluation of CDOM sources and their links with water quality in the lakes of Northeast China using fluorescence spectroscopy. Journal of Hydrology, 550, 80-91.

Zhao, Y., Song, K., Shang, Y., et al. 2017. Characterization of CDOM of river waters in China using fluorescence excitation-emission matrix and regional integration techniques. Journal of Geophysical Research-Biogeosciences, 122(8), 1940-1953.

Liu, G ; Simis, SGH ; Li, L; Wang, Q; Li, YM; Song, KS; Lyu, H; Zheng, ZB ; Shi, K. 2017. A Four-Band Semi-Analytical Model for Estimating Phycocyanin in Inland Waters From Simulated MERIS and OLCI Data. IEEE Transactions on Geoscience and Remote Sensing, 56: 1374-1385.

Li, SJ ; Chen, YN ; Zhang, JQ; Song, KS; Mu, GY; Sun, CY; Ju, HY ; Ji, MC. 2017. The relationship of chromophoric dissolved organic matter parallel factor analysis fluorescence and polycyclic aromatic hydrocarbons in natural surface waters. Environmental Science and Pollution Research. DOI: 10.1007/s11356-018-1832-6.

王敏,梁雨华,马建行,马学垚,杜嘉,宋开山   基于MODIS数据的2015 年夏季全球大型湖泊表面温度格局初析  湿地科学,2017,15(4):571-581

侯军斌,郑喜珅,王铭,王敏,尚盈辛,宋开山   东北地区水库信息遥感提取与格局分析    湿地科学,2017,15(4):582-587

刘婷,刘兴土,杜嘉,宋开山   五个时期辽河三角洲滨海湿地格局及变化研究   湿地科学,2017,15(4):622-628

王铭,宋开山,马建行  20002014年东非断裂带湖泊群面积变化时间序列分析   遥感信息,2017,324:83-91

2016

Kaishan Song*, Min Wang, Jia Du, Yue Yuan, Jianhang Ma, Ming Wang, Guangyi Mu. 2016. Spatiotemporal variations of  lake surface temperature across the Tibetan plateau using MODIS LST product. Remote Sensing, 8(10):854. doi:10.3390/rs8100854.

Zhidan Wen, Kaishan Song*, Ying Zhao, Xiuliang Jin. 2016. Carbon dioxide and methane supersaturation in lakes of semi-humid/semi-arid region, Northestern China. Journal of Hazardous Materials, 304: 118-125.

Zhidan Wen, Kaishan Song*, Ying Zhao, Jia Du, Jianhang Ma. 2016. Influence of environmental factors on spectral characteristic of chromophoric dissolved organic matter (CDOM) in Inner Mongolia Plateau, China.

Wen, ZD; Song, KS; Zhao, Y  ; Du, J; Ma, JH. Influence of environmental factors on spectral characteristic of chromophoric dissolved organic matter (CDOM) in Inner Mongolia Plateau, China. Hydrology and Earth System Sciences, 20(2): 787-801.

Xiuliang Jin, Jia Du, Huanjun Liu, Zongming Wang, Kaishan Song*. 2016. Remote estimation of soil organic matter content in the Sanjiang Plain, Northest China: The optimal band algorithm versus the GRA-ANN model. Agricultural and Forest Meteorology, 218-219, 250-260.

Ying Zhao, Kaishan Song*, Sijia Li, Jianhang Ma, Zhidan Wen. 2016. Seasonal characterization of CDOM for lakes in semiarid regions of Northeast China using excitation–emission matrix fluorescence and parallel factor analysis (EEM–PARAFAC). Biogeosciences, 13: 1635-1645.

Ying Zhao, Kaishan Song*, Sijia Li, Jianhang Ma, Zhida Wen. 2016. Characterization of CDOM from urban waters in Northern-Northeastern China using excitation-emission matrix fluorescence and parallel factor analysis. Environmental Science and Pollution Research. DOI 10.1007/s11356-016-6703-4.

Sijia Li, Kaishan Song*,Guangyi Mu, Ying Zhao,Jianhang Ma, Jianhua Ren. Evaluation of the quasi-analytical algorithm (QAA) for estimating total absorption coefficient of turbid inland waters in Northeast China. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9(9):4022-4036.

Tiantian Shao, Kaishan Song*, Jia Du, Ying Zhao, Zhiming Liu& Bai Zhang. Retrieval of CDOM and DOC using in situ hyperspectral data :a case study for potable waters in northeast China. Journal of the Indian Society of Remote Sensing,44:77-89.

Jianhang Ma, Kaishan Song*, Zhidan Wen, Ying Zhao, Yingxin Shang, Chong Fang, Jia Du. Spatial distribution of diffuse attenuation of photosynthetic active radiation and its main regulating factors in inland waters of  Northeast China. Remote Sensing/2016,8(11):964.

马建行宋开山*,邵田田,赵莹,温志丹基于HJ-CCDMODIS的吉林省中西部湖泊透明度反演对比湖泊科学,28(3):661-668.

邵田田宋开山*,丁智,赵莹,王铭,杜嘉,张柏辽河水体光学吸收特性的季节变化生态学报, 36(7):1861-1871.

臧菁菁李国柱宋开山*, 金秀良马建行李博男. 19752014年巴尔喀什湖水体面积的变化湿地科学,14(3):368-375.

温志丹宋开山*,赵莹,邵田田,李思佳. 2016. 长春城市水体夏秋季温室气体排放特征环境科学, 37(1): 102-111.

李思佳宋开山*赵莹穆光熠邵田田马建行查干湖和新立城水库秋季水体悬浮颗粒物和 CDOM 吸收特性环境科学, 37(1): 112-122.

2015

Shang, Y., Yu, X., Romero-González M. 2015. Screening of algae material as a filter for heavymetals in drinking water. Algal Research-Biomass Biofuels and Bioproducts,12:258-261.

Du, J., Song, K., Wang Z. 2015. Estimation of water consumption and productivity for rice through integrating remote sensing and census data in the Songnen Plain, China. Paddy and Water Environment,13(1):91-99.

Song, K., Li, L., Lenore, T., et al. 2015. Spectral characterization of colored dissolved organic matter for productive inland waters and its source analysis. Chinese Geographical Science, 5: 25(3): 295-308.

Lu D., Song K., Zang S., et al. 2015. The Effect of Urban Expansion on Urban Surface Temperature in Shenyang, China: an Analysis with Landsat Imagery, Environmental Modeling Assessment, 20(3): 197-210.

Zhao, Y., Song, K., Du, J., et al. 2015. Fluorescence Excitation-emission Matrices Characterization of DOM for Urban Waters across the Changchun City, Northeast China, 2014 International Conference on water resource and environmental protection.

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., 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., 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., 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: 10.1117/1.3609840. 

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., 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.2010.5630993.  

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., 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., 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 

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

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

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.

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., 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., 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:10.1117/1.3559497. 

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., 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.2009.5417614. 

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., 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.  

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.  

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.