Kaishan Song

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 33

Top Topics

Machine Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Shidi Shao, Yu Wang, Ge Liu, Kaishan Song
A Systematic Review of the Application of the Geostationary Ocean Color Imager to the Water Quality Monitoring of Inland and Coastal Waters. Remote. Sens. 16 (9) (2024)
Qiang Wang, Ge Liu, Kaishan Song, Zhidan Wen, Yingxin Shang, Sijia Li, Chong Fang, Hui Tao
Comparison of Machine Learning Algorithms for Estimating Global Lake Clarity With Landsat TOA Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Lushi Liu, Yichen Xie, Bingxue Zhu, Kaishan Song
Rice leaf chlorophyll content estimation with different crop coverages based on Sentinel-2. Ecol. Informatics 81 (2024)
Li Fu, Yaming Zhou, Ge Liu, Kaishan Song, Hui Tao, Fangrui Zhao, Sijia Li, Shuqiong Shi, Yingxin Shang
Retrieval of Chla Concentrations in Lake Xingkai Using OLCI Images. Remote. Sens. 15 (15) (2023)
Sining Qiang, Kaishan Song, Yingxin Shang, Fengfa Lai, Zhidan Wen, Ge Liu, Hui Tao, Yunfeng Lyu
Remote Sensing Estimation of CDOM and DOC with the Environmental Implications for Lake Khanka. Remote. Sens. 15 (24) (2023)
Jia Du, Dianjia Li, Kaishan Song, Zhi Zheng, Yan Wang
Comparative Analysis of the Impact of Two Common Residue Burning Parameters on Urban Air Quality Indicators. Remote. Sens. 15 (15) (2023)
Dapeng Jiang, Jia Du, Kaishan Song, Boyu Zhao, Yiwei Zhang, Weijian Zhang
Classification of Conservation Tillage Using Enhanced Spatial and Temporal Adaptive Reflectance Fusion Model. Remote. Sens. 15 (2) (2023)
Ruixue Zhao, Qian Yang, Zhidan Wen, Chong Fang, Sijia Li, Yingxin Shang, Ge Liu, Hui Tao, Lili Lyu, Kaishan Song
Satellite Estimation of pCO2 and Quantification of CO2 Fluxes in China's Chagan Lake in the Context of Climate Change. Remote. Sens. 15 (24) (2023)
Liping Wang, Xiang Wang, Yahya Kooch, Kaishan Song, Donghui Wu
Improvement of data imbalance for digital soil class mapping in Eastern China. Comput. Electron. Agric. 214 (2023)
Miao Zheng, Xiang Wang, Sijia Li, Bingxue Zhu, Junbin Hou, Kaishan Song
Soil Texture Mapping in Songnen Plain of China Using Sentinel-2 Imagery. Remote. Sens. 15 (22) (2023)
Sijia Li, Tiit Kutser, Kaishan Song, Ge Liu, Yong Li
Lake Turbidity Mapping Using an OWTs-bp Based Framework and Sentinel-2 Imagery. Remote. Sens. 15 (10) (2023)
Sijia Li, Kaishan Song, Yong Li, Ge Liu, Zhidan Wen, Yingxin Shang, Lili Lyu, Chong Fang
Performances of Atmospheric Correction Processors for Sentinel-2 MSI Imagery Over Typical Lakes Across China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Bingxue Zhu, Shengbo Chen, Zhengyuan Xu, Yinghui Ye, Cheng Han, Peng Lu, Kaishan Song
The Estimation of Maize Grain Protein Content and Yield by Assimilating LAI and LNA, Retrieved from Canopy Remote Sensing Data, into the DSSAT Model. Remote. Sens. 15 (10) (2023)
Jian Li, Weilin Yu, Jia Du, Kaishan Song, Xiaoyun Xiang, Hua Liu, Yiwei Zhang, Weijian Zhang, Zhi Zheng, Yan Wang, Yue Sun
Mapping Maize Tillage Practices over the Songnen Plain in Northeast China Using GEE Cloud Platform. Remote. Sens. 15 (5) (2023)
Jing Pu, Kaishan Song, Yunfeng Lv, Ge Liu, Chong Fang, Junbin Hou, Zhidan Wen
Distinguishing Algal Blooms from Aquatic Vegetation in Chinese Lakes Using Sentinel 2 Image. Remote. Sens. 14 (9) (2022)
Yunxia Du, Kaishan Song, Ge Liu
Monitoring Optical Variability in Complex Inland Waters Using Satellite Remote Sensing Data. Remote. Sens. 14 (8) (2022)
Hui Tao, Kaishan Song, Ge Liu, Qiang Wang, Zhidan Wen, Junbin Hou, Yingxin Shang, Sijia Li
Analysis of Spatio-Temporal Dynamics of Chinese Inland Water Clarity at Multiple Spatial Scales between 1984 and 2018. Remote. Sens. 14 (20) (2022)
Shun Bi, Yunmei Li, Ge Liu, Kaishan Song, Jie Xu, Xianzhang Dong, Xiaolan Cai, Meng Mu, Song Miao, Heng Lyu
Assessment of Algorithms for Estimating Chlorophyll-a Concentration in Inland Waters: A Round-Robin Scoring Method Based on the Optically Fuzzy Clustering. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ming Wang, Dehua Mao, Yeqiao Wang, Kaishan Song, Hengqi Yan, Mingming Jia, Zongming Wang
Annual Wetland Mapping in Metropolis by Temporal Sample Migration and Random Forest Classification with Time Series Landsat Data and Google Earth Engine. Remote. Sens. 14 (13) (2022)
Shiqi Xu, Sijia Li, Zui Tao, Kaishan Song, Zhidan Wen, Yong Li, Fangfang Chen
Remote Sensing of Chlorophyll-a in Xinkai Lake Using Machine Learning and GF-6 WFV Images. Remote. Sens. 14 (20) (2022)
Yue Ma, Kaishan Song, Zhidan Wen, Ge Liu, Yingxin Shang, Lili Lyu, Jia Du, Qian Yang, Sijia Li, Hui Tao, Junbin Hou
Remote Sensing of Turbidity for Lakes in Northeast China Using Sentinel-2 Images With Machine Learning Algorithms. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zhidan Wen, Yingxin Shang, Lili Lyu, Sijia Li, Hui Tao, Kaishan Song
A Review of Quantifying pCO2 in Inland Waters with a Global Perspective: Challenges and Prospects of Implementing Remote Sensing Technology. Remote. Sens. 13 (23) (2021)
Yunxia Du, Kaishan Song, Qiang Wang, Ge Liu, Zhidan Wen, Yingxin Shang, Lili Lyu, Jia Du, Sijia Li, Hui Tao, Baohua Zhang, Xiang Wang
Using Remote Sensing to Understand the Total Suspended Matter Dynamics in Lakes Across Inner Mongolia. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yu Chen, Lin Li, Michael Whiting, Fang Chen, Zhongchang Sun, Kaishan Song, Qinjun Wang
Convolutional neural network model for soil moisture prediction and its transferability analysis based on laboratory Vis-NIR spectral data. Int. J. Appl. Earth Obs. Geoinformation 104 (2021)
Xiaodi Wang, Kaishan Song, Zhidan Wen, Ge Liu, Yingxin Shang, Chong Fang, Lili Lyu, Qiang Wang
Quantifying Turbidity Variation for Lakes in Daqing of Northeast China Using Landsat Images From 1984 to 2018. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xidong Chen, Liangyun Liu, Xiao Zhang, Junsheng Li, Shenglei Wang, Dong Liu, Hongtao Duan, Kaishan Song
An Assessment of Water Color for Inland Water in China Using a Landsat 8-Derived Forel-Ule Index and the Google Earth Engine Platform. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xiaodong Li, Kaishan Song, Ge Liu
Wetland Fire Scar Monitoring and Its Response to Changes of the Pantanal Wetland. Sensors 20 (15) (2020)
Chun-Ying Ren, Zongming Wang, Yuanzhi Zhang, Bai Zhang, Lin Chen, Yanbiao Xi, Xiangming Xiao, Russell B. Doughty, Mingyue Liu, Mingming Jia, Dehua Mao, Kaishan Song
Rapid expansion of coastal aquaculture ponds in China from Landsat observations during 1984-2016. Int. J. Appl. Earth Obs. Geoinformation 82 (2019)
Ge Liu, Stefan G. H. Simis, Lin Li, Qiao Wang, Yunmei Li, Kaishan Song, Heng Lyu, Zhubin Zheng, Kun Shi
A Four-Band Semi-Analytical Model for Estimating Phycocyanin in Inland Waters From Simulated MERIS and OLCI Data. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Dehua Mao, Zongming Wang, Hong Yang, Huiying Li, Julian R. Thompson, Lin Li, Kaishan Song, Bin Chen, Hongkai Gao, Jianguo Wu
Impacts of Climate Change on Tibetan Lakes: Patterns and Processes. Remote. Sens. 10 (3) (2018)
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. Sens. 8 (11) (2016)
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 J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Kaishan Song, Min Wang, Jia Du, Yue Yuan, Jianhang Ma, Ming Wang, Guangyi Mu
Spatiotemporal Variations of Lake Surface Temperature across the Tibetan Plateau Using MODIS LST Product. Remote. Sens. 8 (10) (2016)
Xiuliang Jin, Jianhang Ma, Zhidan Wen, Kaishan Song
Estimation of Maize Residue Cover Using Landsat-8 OLI Image Spectral Information and Textural Features. Remote. Sens. 7 (11) (2015)
Mingming Jia, Zongming Wang, Yuanzhi Zhang, Chun-Ying Ren, Kaishan Song
Landsat-Based Estimation of Mangrove Forest Loss and Restoration in Guangxi Province, China, Influenced by Human and Natural Factors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (1) (2015)
Mingming Jia, Yuanzhi Zhang, Zongming Wang, Kaishan Song, Chun-Ying Ren
Mapping the distribution of mangrove species in the Core Zone of Mai Po Marshes Nature Reserve, Hong Kong, using hyperspectral data and high-resolution data. Int. J. Appl. Earth Obs. Geoinformation 33 (2014)
Kaishan Song, Lin Li, Shuai Li, Lenore Tedesco, Hongtao Duan, Zuchuan Li, Kun Shi, Jia Du, Ying Zhao, Tiantian Shao
Using Partial Least Squares-Artificial Neural Network for Inversion of Inland Water Chlorophyll-a. IEEE Trans. Geosci. Remote. Sens. 52 (2) (2014)
Kun Shi, Yunmei Li, Yunlin Zhang, Lin Li, Heng Lv, Kaishan Song
Classification of Inland Waters Based on Bio-Optical Properties. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (2) (2014)
Kaishan Song, Lin Li, Zuchuan Li, Lenore Tedesco, Bob Hall, Kun Shi
Remote detection of cyanobacteria through phycocyanin for water supply source using three-band model. Ecol. Informatics 15 (2013)
Fei Yang, Jiulin Sun, Hongliang Fang, Zuofang Yao, Jiahua Zhang, Yunqiang Zhu, Kaishan Song, Zongming Wang, Mao-Gui Hu
Comparison of different methods for corn LAI estimation over northeastern China. Int. J. Appl. Earth Obs. Geoinformation 18 (2012)
Kaishan Song, Dongmei Lu, Lin Li, Shuai Li, Zongming Wang, Jia Du
Remote sensing of chlorophyll-a concentration for drinking water source using genetic algorithms (GA)-partial least square (PLS) modeling. Ecol. Informatics 10 (2012)
Kaishan Song, Lin Li, Shuai Li, Lenore Tedesco, Bob Hall, Zuchuan Li
Hyperspectral retrieval of phycocyanin in potable water sources using genetic algorithm-partial least squares (GA-PLS) modeling. Int. J. Appl. Earth Obs. Geoinformation 18 (2012)
Zongming Wang, Ni Huang, Ling Luo, Xiaoyan Li, Chun-Ying Ren, Kaishan Song, Jing-Ming Chen
Shrinkage and fragmentation of marshes in the West Songnen Plain, China, from 1954 to 2008 and its possible causes. Int. J. Appl. Earth Obs. Geoinformation 13 (3) (2011)
Xiaochun Lei, Kaishan Song, Zongming Wang, Jia Du, Yanqing Wu, Yuandong Wang, Xuguang Tang, Lihong Zeng, Guangjia Jiang, Dianwei Liu, Bai Zhang
Analysis on the spectral reflectance response to snow contaminants in northeast China. IGARSS (2010)
Kaishan Song, Dongmei Lu, Dianwei Liu, Zongming Wang, Lin Li, Bai Zhang, Yuandong Wang
Retrival of total suspended matter (TSM) using remotely sensed images in Shitoukoumen Reservior, Northeast China. IGARSS (2010)
Lihong Zeng, Kaishan Song, Bai Zhang, Zongming Wang
Spatial mapping of actual evapotranspiration and water deficit with MODIS products in the Songnen Plain, northeast China. IGARSS (2010)
Jinfan Xie, Kaishan Song, Xiaochun Lei, Zongming Wang, Jia Du, Guixin Zhong
Validation of snow covered area based on snow product derived from MODIS and AMSR-E in the Heilongjiang Basin. IGARSS (2010)
Xuguang Tang, Kaishan Song, Dianwei Liu, Zongming Wang, Bai Zhang, Fei Yang
Application of PCA and canopy near, shortwave-infrared bands for soybean and corn FPAR estimation in the Songnen Plain, China. IGARSS (2010)
Guangjia Jiang, Dianwei Liu, Kaishan Song, Bai Zhang
Spatial distribution and the possible source of CDOM for inland water in summer in the Northeast China. IGARSS (2010)
Dongmei Lu, Kaishan Song, Zongming Wang, Jia Du, Lihong Zeng, Xiaochun Lei
Application of wavelet transform on hyperspectral reflectance for soybean lai estimation in the songnen plain, China. IGARSS (2010)
Kaishan Song, Mingming Jia, Mohsin Hafeez, Zongming Wang, Dongmei Lu, Lihong Zeng, Dianwei Liu, Bai Zhang, Jia Du, Qingfeng Liu
Land Use/Cover Characterization with MODIS Time Series Data with Hybrid Classification Mothed over Australia for 2001 and 2003. IGARSS (3) (2009)
Kaishan Song, Mohsin Hafeez, Jia Du, Dianwei Liu, Zongming Wang, Lihong Zeng, Umair Rabbani
Comprision Study on Mapping of ET in the CIA of Murrumbidgee Catchment with Remote Sensed Satellite Data: Examples from National Airborne Field Experimentation. IGARSS (3) (2009)
Kaishan Song, Zongming Wang, Qingfeng Liu, Dongmei Lu, Guang Yang, Lihong Zeng, Dianwei Liu, Bai Zhang, Jia Du
Land Use/land Cover (LULC) Characterizaitoin with MODIS Time Series Data in the Amu River Basin. IGARSS (4) (2009)
Kaishan Song, Yuanzhi Zhang, Cui Jin, Su Yan, Long S. Chiu
Seasonal Snow Monitoring in Northeast China Using Space-borne Sensors: Preliminary Results. Ann. GIS 14 (2) (2008)
Yang Guang, Xianghua Yang, Bai Zhang, Kaishan Song, Zongming Wang
Study on Automatic Extraction of Corn Fields Information on Remotely Sensed Imagery Based on Multi-characters Space. IGARSS (2006)
Bai Zhang, Kaishan Song, Yuanzhi Zhang, Fang Li, Zongming Wang
Study on the relationship between hyperspectral reflectance and soybean LAI, aboveground biomass. IGARSS (2005)
Kaishan Song, Bai Zhang, Hongtao Duan, Zongming Wang
Establishing a ann model with in-situ hyperspectral data for estimation chlorophyll-a concentrations in Nanhu Lake of Changchun, China. IGARSS (2005)
Dianwei Liu, Kaishan Song, Bai Zhang, Fang Li
Hyperspectral approaches for detecting the roadside tree chlorophyll content with BP neural networks. IGARSS (2005)
Zongming Wang, Bai Zhang, Kaishan Song, Fang Li, Hongtao Duan
Corn chlorophyll estimation with in situ collected hyperspectral reflectance data. IGARSS (2005)
Kaishan Song, Bai Zhang, Yunsheng Zhao
Study on polarizing reflectance characteristics of leaves from four species of deciduous tree at various phenological phase in northeast of China. IGARSS (2003)