Journal articles:

Song, H.*, H. Zhao, X. Li, S. Zhou, and Y. Kong. High spatial and temporal resolution traffic emission inventory development and street-level simulation of air pollutants with WRF/Chem and MUNICH model in Kaifeng, China. Geoscientific Model Development. (In preparation)

Song, H.*. Global dust budgets and its impacts on carbon cycling: A review. Atmosphere. (Invited paper, in preparation)

Wang, T., L. Zhang, S. Zhou, T. Zhang, S. Zhai, Z. Yang, D. Wang, H. Song*. 2021. Effects of ground-level ozone pollution on yield and economic losses of winter wheat in Henan, China . Atmospheric Environment, 262: 118654.

Zhang, T.1, H. Song1, B. Zhou, L. Wang, A. Yang, T. Wang, H. Kong, Y. Chen, S. Zhou, S. Fu*. 2021. Effects of air pollutants and their interactive environmental factors on winter wheat yield. Journal of Cleaner Production, 305: 127230.

Liu, X., H. Song*, T. Lei, P. Liu, D. Wang, Z. Yang, H. Xia, T. Wang, H. Zhao. 2021. Effects of natural and anthropogenic factors and their interactions on dust events in Northern China . Catena, 196: 104919.

Lei, T., J. Feng, J. Lv, J. Wang*, H. Song*, W. Song, X. Gao. 2020. Net Primary Productivity Loss under different drought levels in different grassland ecosystems. Journal of Environmental Management, 274: 111144.

Zhang, T., M. Liu, X. Huang, W. Hu, N. Qiao, H. Song, B. Zhang, R. Zhang, Z. Yang, Y. Liu, Y. Miao, S. Han, and D. Wang*. 2020. Direct effects of nitrogen addition on seed germination of eight semi‐arid grassland species. Ecology and Evolution, 10: 8793-8800.

Yang, Z., Y. Wei, G. Fu, H. Song, G. Li*, and R. Xiao. 2020. Asymmetric effect of increased and decreased precipitation in different periods on soil and heterotrophic respiration in a semiarid grassland. Agricultural and Forest Meteorology, 291: 108039.

Wang, T., H. Song* (Co-first author), F. Wang, S. Zhai, Z. Han, D. Wang, X. Li, H. Zhao, R. Ma, and G. Zhang. 2020. Hysteretic effects of meteorological conditions and their interactions on particulate matter in Chinese cities. Journal of Cleaner Production, 274: 122926.

Yang, Z., S. Collins, R. Bixby, H. Song, D. Wang, and R. Xiao. 2020. A meta‐analysis of primary productivity and rain use efficiency in terrestrial grassland ecosystems. Land Degradation and Development, (In press) doi:10.1002/ldr.3715.

Jing, Z., P. Liu*, T. Wang, H. Song*, J. Lee, T. Xu, and Y. Xing. 2020. Effects of meteorological factors and anthropogenic precursors on PM2.5 concentrations in cities in China. Sustainability, 12: 3550.

Yue, S., M. Chen*, J. Song, W. Yuan, T. Chen, G. Lü, C. Shen, Z. Ma, K. Xu, Y. Wen, H. Song. 2020. Participatory intercomparison strategy for terrestrial carbon cycle models based on a service-oriented architecture. Future Generation Computer Systems, 112: 449-466.

Liu, P., H. Song* (Co-first author), T. Wang, F. Wang, X. Li, C. Miao, and H. Zhao. 2020. Effects of meteorological conditions and anthropogenic precursors on ground-level ozone concentrations in Chinese cities. Environmental Pollution, 262: 114366.

Song, H., K. Zhang, S. Piao, L. Liu, Y. Wang, Y. Chen, Z. Yang, L. Zhu, and S. Wan*. 2019. Soil organic carbon and nutrient losses resulted from spring dust emissions in Northern China. Atmospheric Environment, 213: 585-596.

Li, X., H. Song* (Co-first author), S. Zhai, S. Lu, Y. Kong, H. Xia, and H. Zhao. 2019. Particulate matter pollution in Chinese cities: Areal-temporal variations and their relationships with meteorological conditions (2015–2017). Environmental Pollution, 246: 11-18.

Gu, J., L. Liang, H. Song*, Y. Kong, R. Ma, Y. Hou, J. Zhao, J. Liu, N. He, and Y. Zhang. 2019. A method for hand-foot-mouth disease prediction using GeoDetector and LSTM model in Guangxi, China. Scientific Reports, 9: 17928.

Wang, D., Z. Chi, B. Yue, X. Huang, J. Zhao, H. Song, Z. Yang, R. Miao, Y. Liu, Y. Zhang, Y. Miao, S. Han, and Y. Liu*. 2019. Effects of mowing and nitrogen addition on the ecosystem C and N pools in a temperate steppe: a case study from northern China. Catena, 185: 104332.

Lei, L., K. Zhang, X. Zhang, Y. Wang, J. Xia, S. Piao, D. Hui, M. Zhong, J. Ru, Z. Zhou, H. Song, Z. Yang, D. Wang, Y. Miao, F. Yang, B. Liu, A. Zhang, M. Yu, X. Liu, Y. Song, L. Zhu, and S. Wan*. 2019. Plant feedback aggravates soil organic carbon loss associated with wind erosion in Northwest China. Journal of Geophysical Research: Biogeosciences, 124: 825-839.

Xia, H., Y. Qin*, G. Feng, Q. Meng, Y. Cui, H. Song, Y. Ouyang, and G. Liu. 2019. Forest Phenology dynamics to climate change and topography in a geographic and climate transition zone: The Qinling Mountains in central China. Forests, 10: 1007.

Xia, H., J. Zhao, Y. Qin*, J. Yang, Y. Cui, H. Song, L. Ma, N. Jin, and Q. Meng. 2019. Changes in water surface area during 1989–2017 in the Huai River Basin using Landsat data and Google Earth Engine. Remote Sensing, 11: 1824.

Liu, H., G. Song, N. He, S. Zhai*, H. Song, Y. Kong, L. Liang, and X. Liu. 2019. Spatial-temporal variation and risk factor analysis of Hand, Foot, and Mouth disease in children under five years old in Guangxi, China. BMC Public Health, 19: 1491.

Han, Z., S. Li, C. Cui, D. Han, and H. Song. 2019. Geosocial media as a proxy for security: a review. IEEE Access, 7: 154224-154238.

Zhao, H., H. Song*, P. Liu, X. Li, and T. Wang. 2019. Spatial and temporal variations of soil organic matter and nutrient losses resulted from wind erosion in northern China from 1980 to 2015[1980-2015年风蚀影响下中国北方土壤有机质与养分流失时空特征].Geographical Research [地理研究], 38(11): 1-12. (In Chinese with English abstract)

Han, Z.*, S. Li, C. Cui, H. Song, Y. Kong, and F. Qin. 2019. Camera planning for area surveillance: A new method for coverage inference and optimization using Location-based Service data. Computers, Environment and Urban Systems, 78: 101396.

Wu, Z., J. Fan, Y. Gao, H. Shang, and H. Song. 2019. Study on prediction model of space-time distribution of air pollutants based on artificial neural network. Environmental Engineering and Management Journal, 18: 1575-1590.

Li, X., S. Li, P. Liu, Y. Kong, and H. Song*. 2018. Spatial and temporal variations of ozone concentrations in China in 2016 [2016年中国城市臭氧浓度的时空变化规律]. Acta Scientiae Circumstantiae [环境科学学报], 38: 1263-1274

Song, H*., K. Wang, Y. Zhang, C. Hong, and S. Zhou. 2017. Simulation and evaluation of dust emissions with WRF-Chem (v3.7.1) and its relationship to the changing climate over East Asia from 1980 to 2015, Atmospheric Environment, 167: 511-522.

Song, D., X. Feng, Z. Wang, and H. Song*. 2017. Using near-real-time monitoring of landslide deformation to interpret hydrological triggers in Jiudian Gorge Reservoir. Indian Journal of Geo Marine Science, 46(11): 2180-2190.

Song, D., H. Song*, and G. Xiang. 2017. The influence of water contents on the strength characteristics of municipal solid waste incineration bottom ash. Journal of Hunan University(Natural Sciences), 44(1): 150-156.

Song, D., F. Wang, and H. Song*. 2017. Distributing and evolutive trend of geological disaster in Jiudian Gorge Reservoir [九甸峡库区地质灾害分布规律及发展趋势]. Research of Soil and Water Conservation [水土保持研究], 24(1): 365-369.

Song, D. and H. Song*. 2017. The influence of reservoir water level rise on the bank landslide. Journal of Northeastern University (Natural Science), 38(5): 735-739.

Song, D., F. Wang, and H. Song*. 2016. The study of the stability of bank slope in early reservoir impoundment [蓄水初期库岸边坡稳定性研究]. Journal of Henan Polytechnic University (Natural Science) [河南理工大学学报(自然科学版)], 35(5): 719-724.

Song, H., K. Zhang, S. Piao, and S.Wan*. 2016. Spatial and temporal variations of spring dust emissions in northern China over the last 30 years. Atmospheric Environment, 126: 117-127.

Song, H., F. Wang, X. Liu, G. Lü, and Z. Han. 2015. Crowd movement analysis and abnormal behavior detection under geographical environment [地理环境下的群体运动分析与异常行为检测]. Geography and Geo-Information Science [地理与地理信息科学], 31(4): 1-5.

Song, H., X. Liu, G. Lü, X. Zhang, and F. Wang. 2014. Video scene invariant crowd density estimation using Geographic Information Systems. China Communications, 11(11): 80-89.

Song, H., X. Liu, G. Lü, and X. Zhang. 2013. A cross-camera adaptive crowd density estimation model [一种可跨摄像机的人群密度估计模型]. China Safety Science Journal [中国安全科学学报], 23(12): 139-145.


Song, H., X. Liu, G. Lü, and X. Zhang. 2012. Real-time monitoring for the regional crowds status [区域人群状态的实时感知监控]. Journal of Geo-Information Science [地球信息科学学报], 14(6): 686-692.

Song, H., X. Liu, G. Lü, and M. Wang. 2012. Research on augmenting aerial earth using videos [基于视频的地理场景增强表达研究]. Geography and Geo-Information Science [地理与地理信息科学], 28(5): 6-9.

Song, H., X. Liu, G. Lü, and Y. Zhen. 2012. 3D points clouds accuracy analysis based on uncalibrated image sequences in georeference framework [地理参考下未标定图像序列的三维点云精度分析]. Bulletin of Surveying and Mapping [测绘通报], 7: 14-16.

Song, H. and Y. Kong. 2010. Design and implementation of a VideoGIS system using Adobe Flex. Geomatics and Information Science of Wuhan University, 35(6): 743-746.

Song, H. and Y. Kong. 2010. Design and implementation of a web-based VideoGIS using Adobe Flex [Flex框架下网络视频GIS设计与实现]. Science of Surveying and Mapping [测绘科学], 35(5): 208-210.

Song, H., Y. Chen, and Y. Kong. 2010. Design and implementation of VideoGIS using Adobe FMS and AIR [应用Adobe FMS与AIR的视频GIS设计与实现]. Geospatial Information [地理空间信息], 8(2): 93-95.

Zhao, M., C. Zhao, Z. Sun, and H. Song. 2015. Spatio-temporal changes of crop diseases and insect pests in China over the last two decades [近20年来我国农作物病虫害时空变化特征]. Acta Scientiarum Naturalium Universitatis Pekinensis [北京大学学报(自然科学版)], 51(5): 965-975.

Zhang, X., X. Liu, and H. Song. 2013. The study of Image-Video GIS data model based on object-oriented model [面向对象的影视GIS数据模型]. Science of Surveying and Mapping [测绘科学], 38(6):64-66.

Xu, J., J. Hou, H. Song, and J. Qiao. 2011. Spatial-temporal change of regional differences and spatial patterns in China: a case study of population gravity centers and economic gravity centers [1990—2009年中国区域差异与空间格局—以人口重心与经济重心为例]. Human Geography [人文地理], 26(4):85-90.

Zhu, Z., Y. Zhou, P. Zhou, and H. Song. 2011. 2010. Geometric accuracy experimental analysis of remote sensing image of RapidEye satellite [RapidEye卫星遥感影像几何精度的实验分析]. Journal of Central South University of Forestry and Technology [中南林业科技大学学报], 30(4):107-111.

Conference articles:

Song, H., X. Liu, X. Zhang, and J. Hu. 2012. Real-time monitoring for crowd counting using video surveillance and GIS. IEEE 2012 2nd International Conference on Remote Sensing, Environment and Transportation Engineering, doi: 10.1109/RSETE.2012.6260673.

Zhang, X., X. Liu, and H. Song. 2013. Video Surveillance GIS: A Novel Application. Geoinformatics', doi: 10.1109/Geoinformatics.2013.6626079.


Song, H., X. Liu, G. Lü, X. Zhang. A video scene invariant adaptive method for crowd density estimation. Chinese Patent. ZL 2012 1 0434490.7.

Song, H., X. Liu, G. Lü, X. Zhang. Crowd behavior patterns analysis and abnormal behavior detection under geographical environment. Chinese Patent. CN 103413321 A.

Song, H., X. Liu, G. Lü, X. Zhang. Crowd status estimation method in areas without cameras using Bayes Network. Chinese Patent. CN 103530601 A.