Dr. Jianghao WANG (王江浩) , Assistant Professor

State Key Laboratory of Resources & Environmental Information System,
Institute of Geographical Sciences and Natural Resources Research,
Chinese Academy of Sciences,
A 11, Datun Road, Anwai,
Beijing, 100101, China
Email: wangjh@lreis.ac.cn

EMPLOYMENT

EDUCATION

GRANTS

Principle-Investigator

  • 2017-2019, “Research on space-time geostatistical model-based ecological environment monitoring network optimization”, The National Natural Science Foundation of China (No. 41601427).
  • 2016-2020, “Key Theory and Method for Validation of Land Surface Remote Sensing Products —— Project 1: Theory and Methods”, the Key Program of the National Natural Science Foundation of China (No. 41531174)
  • 2016-2017, “Research on Human Mobility Pattern in Multiple Spatial Scales Through Geotagged Social Media Network”, Open Research Fund Program of Shenzhen Key Laboratory of Spatial Smart Sensing and Services, Shenzhen University.
  • 2015-2017, “Geographic Knowledge Integrated Spatio-Temporal Mapping”, LREIS, Chinese Academy of Sciences

Co-Investigator

  • 2016-2020, “Pan-spatial Information in Regional Interaction Research” @ “Pan-spatial Information System Computation and Analytics”, the Key Program of Frontier Science in Chinese Academy of Science, PI: Prof Academician Chenhu Zhou.
  • 2015-2020, “Human Mobility Pattern in Multiple Scales” @ “Spatio-temporal Big Data Analysis”, Science Fund for Creative Research Groups of the National Natural Science Foundation of China (No. 41421001), PI: Prof Academician Chenhu Zhou.
  • 2016-2018, “Geospatial Big Data Mining for Extreme Events Early Warning” @ “Relying on Big Data to Build Extreme Events Early Warning and Decision-making Simulation Platform”, Cultivate Project of Institute of Geographic Sciences and Natural Resources Research, CAS, (No.TSYJS03), PI: Prof Yong Ge.
  • 2012-2015, “General Methods for the Validation of Terrestrial Quantative Remote Sensing Products” @ “Key Techniques for the Validation of Remote Sensing Products”, National High Technology Research and Development Program of China (No. 2012AA12A305), PI: Prof Xin Li.
  • 2012-2016, “Monitoring Network Optimization” @ “Monitoring Network Design for China’s Floating Population”, Key Technologies Research and Development Program of China (No. 2012BAI32B06), PI: Prof Xiaohuan Yang.

PUBLICATIONS

Peer-Reviewed Journal Articles

Forthcoming

2017

2016

  • Wang, J.H., Deng, Y., Song C., & Tian D. (2016) Measuring time accessibility and its spatial characteristics in the urban areas of Beijing. Journal of Geographical Sciences, 26(12), 1754-1768. http://dx.doi.org/10.1007/s11442-016-1356-2
  • Wu, W., Wang, J.H.*, & Dai, T. S. (2016). The Geography of Cultural Ties and Human Mobility: Big Data in Urban Contexts, Annals of the Association of American Geographers, 106(3), 612-630. http://dx.doi.org/10.1080/00045608.2015.1121804
  • Li Z., Wang, J.H. [co-first leading author], Tang, H., Huang, C., Yang, F., Chen, B., Wang, X., Xin, X., Ge, Y. (2016). Predicting Grassland Leaf Area Index in the Meadow Steppes of Northern China: A Comparative Study of Regression Approaches and Hybrid Geostatistical Methods. Remote Sensing, 8(8), 632. http://dx.doi.org/10.3390/rs8080632
  • Zhang, W., Derudder, B., Wang, J.H., Shen, W & Witlox, F. (2016) Using Location-Based Social Media to Chart the Patterns of People Moving between Cities: The Case of Weibo-Users in the Yangtze River Delta. Journal of Urban Technology, http://dx.doi.org/10.1080/10630732.2016.1177259
  • Zheng, S., Hu, X., Wang J.H., & Wang, R. (2016). Subways near the subway: Rail transit and neighborhood catering businesses in Beijing, Transport Policy. http://dx.doi.org/10.1016/j.tranpol.2016.03.008
  • Zhang, W. Y., Derudder, B., Wang J.H., & Witlox, F. (2016). Approximating actual flows in physical infrastructure networks: the case of the Yangtze River Delta high-speed railway network, Bulletin of Geography. Social-Economic Series, 31, 145-160. http://dx.doi.org/10.1515/bog-2016-0010

2015

  • Wang, J. H., Ge, Y., Heuvelink, G. B. M., & Zhou, C. H. (2015). Upscaling in-situ soil moisture observation to pixel averages with space-time geostatistics. Remote Sensing, 7(9), 11372-11388. http://doi.org/10.3390/rs70911372
  • Ge, Y., Wang, J. H., Heuvelink, G. B. M., Jin, R., Li, X., & Wang, J. F. (2015). Sampling design optimization of a wireless sensor network for monitoring ecohydrological processes in the Babao River basin, China. International Journal of Geographical Information Science, 29(1), 92-110. http://doi.org/10.1080/13658816.2014.948446
  • Liu, X., & Wang J. H.*. (2015). The geography of Weibo. Environment and Planning A, 47(6), 1231-1234. http://doi.org/10.1177/0308518x15594912
  • Hu, M. G., Wang, J. H., Ge, Y., Liu, M. X., Liu, S. M., Xu, Z. W., Xu, T. R. (2015). Scaling Flux Tower Observations of Sensible Heat Flux Using Weighted Area-to-Area Regression Kriging. Atmosphere, 6, 1032-1044. http://doi.org/10.3390/atmos6081032
  • Wu, T. J., Ge, Y., Wang, J. H., Stein, A., Song, Y. Z., Du, Y. Y., & Ma, J. H. (2015). A WTLS-based method for remote sensing imagery registration. IEEE Transactions on Geoscience and Remote Sensing, 53(1), 102-116. http://doi.org/10.1109/Tgrs.2014.2318705
  • Ge, Y., Liang, Y. Z., Wang, J. H., Zhao, Q. Y., & Liu, S. M. (2015). Upscaling sensible heat fluxes with area-to-area regression kriging. IEEE Geoscience and Remote Sensing Letters, 12(3), 656-660. http://doi.org/10.1109/Lgrs.2014.2355871
  • Liu, X.J., Song, Y., Wu, K., Wang, J.H., Li, D., & Long, Y. (2015). Understanding urban China with open data, Cities, 47, 53-61. http://dx.doi.org/10.1016/j.cities.2015.03.006
  • Cai, B., Wang, J., Long, Y., Li, W., Liu, J., Ni, Z., Bo, X., Li, D., Wang, J.H., Chen, X.J., Gao, Q.X., Zhang, L. (2015). Evaluating the impact of odors from the 1955 landfills in China using a bottom-up approach. Journal of Environmental Management, 164, 206-214. http://dx.doi.org/10.1016/j.jenvman.2015.09.009

2014

  • Wang, J. H., Ge, Y., Heuvelink, G. B. M., & Zhou, C. H. (2014). Spatial sampling design for estimating regional GPP with spatial heterogeneities. IEEE Geoscience and Remote Sensing Letters, 11(2), 539-543. http://doi.org/10.1109/Lgrs.2013.2274453
  • Wang, J. H., Ge, Y., Song, Y. Z., & Li, X. (2014). A geostatistical approach to upscale soil moisture with unequal precision observations. IEEE Geoscience and Remote Sensing Letters, 11(12), 2125-2129. http://doi.org/10.1109/Lgrs.2014.2321429
  • Ge, Y., Avitabile, V., Heuvelink, G. B. M., Wang, J. H., & Herold, M. (2014). Fusion of pan-tropical biomass maps using weighted averaging and regional calibration data. International Journal of Applied Earth Observation and Geoinformation, 31, 13-24. http://doi.org/10.1016/j.jag.2014.02.011
  • Kang, J., Li, X., Jin, R., Ge, Y., Wang, J. F., & Wang, J. H. (2014). Hybrid optimal design of the eco-hydrological wireless sensor network in the middle reach of the Heihe river basin, China. Sensors, 14(10), 19095-19114. http://doi.org/10.3390/S141019095
  • Ding, Y. L., Ge, Y., Hu, M. G., Wang, J. F., Wang, J. H., Zheng, X. M., & Zhao, K. (2014). Comparison of spatial sampling strategies for ground sampling and validation of MODIS LAI products. International Journal of Remote Sensing, 35(20), 7230-7244. http://doi.org/10.1080/01431161.2014.967889

2012

  • Wang, J. H., Ge, Y., Heuvelink, G. B. M., Zhou, C. H., & Brus, D. (2012). Effect of the sampling design of ground control points on the geometric correction of remotely sensed imagery. International Journal of Applied Earth Observation and Geoinformation, 18, 91-100. http://doi.org/10.1016/j.jag.2012.01.001
  • Ge, Y., Wu, T. J., Wang, J. H., Ma, J. H., & Du, Y. Y. (2012). Scaled total-least-squares-based registration for optical remote sensing imagery. Earth Science Informatics, 5(3-4), 137-152. http://doi.org/10.1007/s12145-012-0103-1

2011

  • Wang, L., Deng, Y., Liu, S. H., & Wang, J. H. (2011). Research on urban spheres of influence based on improved field model in central China. Journal of Geographical Sciences, 21(3), 489-502. http://doi.org/10.1007/s11442-011-0859-0

2010

  • Deng, Y., Liu, S. H., Wang, L., Ma, H. Q., & Wang, J. H. (2010). Field modeling method for identifying urban sphere of influence: A case study on central China. Chinese Geographical Science, 20(4), 353-362. http://doi.org/10.1007/s11769-010-0408-2
  • Deng, Y., Liu, S. H., Zhang, W. T., Wang, L., & Wang, J. H. (2010). General multidimensional cloud model and its application on spatial clustering in Zhanjiang, Guangdong. Journal of Geographical Sciences, 20(5), 787-798. http://doi.org/10.1007/s11442-010-0811-8

Book Chapter

  • [2017] Pei, T., Xu, J., Gong, J., Liu, X., Wang, J.H., Du, S., Qin, C., Yang, L. & Wan, Y. (2017). Spatial Analysis and Simulation. The Geographical Sciences During 1986—2015: From the Classics To the Frontiers (pp. 339-366). Singapore: Springer Singapore.

Working Paper

  • [2016] Zhang, P., Wang, J.H. & Zhang, J.J., Can China Feed Itself under Climate Change? A High-Resolution Analysis. Social Science Research Network, (August 10, 2016), Available at SSRN: http://ssrn.com/abstract=2821412 . [co-first leading author]
  • [2016] Wu, W., Wang, J.H., Li, C., & Wang, M., The Geography of City
    Liveliness and Land Use Configurations: Evidence from Location-Based Big Data in Beijing. Spatial Economic Research Center (SERC) Discussion Paper 201, http://cep.lse.ac.uk/_new/publications/abstract.asp?index=5128
  • [2014] Long, Y., Wang, J.H., Wu, K., Zhang, J.J., Population exposure to ambient PM2.5 at the subdistrict level in China. Available at SSRN. http://dx.doi.org/10.2139/ssrn.2486602 . [co-first leading author]
  • [2014] Long, Y., Wu, K., Wang, J.H., Shen, Z.J., Big models: From beijing to the whole China. http://arxiv.org/abs/1406.6417

Conference Paper

  • [2017] Yan, J., Ge, Y., Wang, J.H., Validation of the coarse-scale remotely sensed soil moisture data by using ground measurements with a hybrid geostatistical downscaling method, Pedometrics 2017, June 26- July 1, 2017, Wageningen, the Netherlands.
  • [2017] Zheng, S., Wang, J.H., Kahn, M.E., & Zhang, X., Air Pollution, Avoidance Behavior and Happiness in Chinese Cities: Evidence From Social Media Data. American Economic Association 2017 Annual Meeting , Jan. 6-8, 2017, Chicago IL, USA.
  • [2016] Wang J.H., Chinese footprint and mobility: New evidence from geospatial big data. China Society of Natural Resources 2016 Annual Meeting, Oct. 14-16, 2016, Wuhu, Anhui, China.
  • [2016] Wang J.H., Liu, X., Wu, W., Zhang, W., & Ge, Y., Chinese footprint and mobility: New evidence from geospatial big data. Chinese GIS Theory and Method Association 2016 Annual Meeting, Sep. 23-25, 2016, Shenzhen, China.
  • [2016] Wang, J.H., Wu, W., Mountain and Chinese Socio-Cultural Geography: A Geospatial Big Data Approach. The Second International Conference on Location-based Social Media Data, August 26-28, 2016, Shanghai, China.
  • [2016] Liu, X., Derudder, B., Wang, J.H., Mapping intercity air transport networks: connections, prices, and options. The 33rd International Geographical Congrees, August 21-25, 2016, Beijing, China.
  • [2016] Yan, J., Ge, Y., Wang, J.H., Chen, Y., Guan, X., Downscaling of soil moisture with area-to-point geographically weighted regression kriging and uncertainty analysis, The 12th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences (Spatial Accuracy 2016), July 5-8, 2016, Montpellier, France.
  • [2016] Wang, J.H., Wu, W., Dai, The Geography of Cultural Ties and Human Mobility: New Evidence based on Social Media from China. Proceeding of 2016 Annual Meeting of the Association of American Geographers (AAG 2016), March 2016, San Francisco, USA.
  • [2015] Wang, J.H., The Geography of Culture Ties and Human Mobility: Big data in Urban Contexts, The 3rd Workshop on Spatial Information Intelligence Services, Dec, 17-18, 2015, Wuhan, China.
  • [2015] Wu, W., Wang, J.H., Geography of cultural diversity and urban networks: New evidence from location-based social media data in China, International Conference on Location-based Social Media Data, March 2015, Athens, Georgia, USA.
  • [2015] Wu, W., Wang, J.H., Dai, T.S., Tracking Cultural Ties and Human Mobility through Social Media from China, The 4th International Workshop on Regional, Urban and Spatial Economics in China, June 6-7, 2015, Tsinghua University, Beijing, China. 2015 Young Scholar Nomination Paper Award
  • [2015] Zheng, S.Q., Xu, Y., Wang, R., Hu, X.K., Wang, J.H., Rail Transit and Neighborhood Consumer Amenities: Evidence from Restaurant Openings in Beijing, AsRES 2015 Annual Conference, July, 6-11, 2015, Washington, DC, USA.
  • [2015] Zheng, S.Q., Hu, X.K., Wang, J.H., Xu, Y., Wang, R., Rail Transit and Neighborhood Consumer Amenities: Evidence from Restaurant Openings in Beijing.
    Global Chinese Real Estate Congress 2015 Annual Conference, July, 6-9, 2015, Washington, DC, USA.
  • [2014] Wang, J.H., Ge, Y., Zhou, C.H., & Heuvelink, G.B.M., Monitoring Optimization Wireless Sensor Network, Chinese GIS Theory and Method Association 2014 Annual Meeting, Oct. 11, 2014, Xuzhou, China.
  • [2009] Wang, L, Wang, J.H., Ma, H et al., The progress in modeling research of urban spheres of influence in China. In Proceedings of the 2009 Fifth International Joint Conference on INC, IMS and IDC, pp. 1344-1347 IEEE Computer Society. http://doi.ieeecomputersociety.org/10.1109/NCM.2009.393
  • [2007] Wang, H., Wang J.H., & Liu G.H. Spatial regression analysis on the variation of soil salinity in the Yellow River Delta. In Geoinformatics 2007: Geospatial Information Science, Nanjing, China, SPIE, 2007, pp. 1969-2010. http://doi.org/10.1117/12.761911

Paper in Chinese

AWARDS AND HONORS

  • 2012, National Scholarship for Ph.D
  • 2010, Outstanding Graduates of CAS
  • 2015, Outstanding Graduates of IGSNRR, CAS
  • 2008, 2009, 2011, 2012, 2013, 2014, “three-good students” award of CAS

ACTIVITIES

Join Associations

  • The Geographical Society of China
  • China Society of Natural Resources
  • China Computer Society
  • American Association of Geographers
  • Chinese Society for Urban Studies

Journal Referees:

  • Annals of the Association of American Geographers (2)
  • Applied Spatial Analysis and Policy (1)
  • Cartography and Geographic Information Science (1)
  • Computer, Environment and Urban System (2)
  • Earth Science Informatics (1)
  • Habitat International (1)
  • IEEE Transactions on Geoscience and Remote Sensing (1)
  • IEEE Geoscience and Remote Sensing Letters (2)
  • International Journal of Applied Earth Observation and Geoinformation (2)
  • International Journal of Geographical Information Science (3)
  • International Journal of Geo-Information (1)
  • Journal of Geographical Sciences (1)
  • Jouranl of Urban Management (1)
  • Journal of Selected Topics in Applied Earth Observations and Remote
    Sensing (1)
  • Remote Sensing (1)
  • Remote Sensing of Environment (1)
  • Spatial Statistics (4)

Invited Presentation

  • [2017-01-17] Chinese Footprint and Mobility: New Evidence from Geospatial Big Data, 2016 Annual Meeting of LREIS, CAS @ Beijing.
  • [2016-12-01] Chinese Footprint and Mobility: New Evidence from Geospatial Big Data, Workshop on VGI and Tourism Geography. @ Hebei Normal University, Shijiazhuang, Hebei Province, Invited by Prof. Renjie Li.
  • [2016-11-08] Urban Spatio-temporal Data Analysis and Visualization, @ Tsinghua University, Beijing. Invited by Prof. Long Ying.
  • [2016-09-08] Urban Spatio-temporal Data Mining: Frontier and Application, @ Beijing Institute of Surveying and Mapping, Beijing. Invited by Prof. Liu.
  • [2016-06-25] Human Activity, Land Use, and Urban Vitality: Mark the 100th Anniversary of Jane Jacobs, Beijing City Lab 2016 Annual Meeting, @ THUPDI, Beijing.
  • [2016-06-14] Spatio-temporal Data Mining: Frontier and Application, @ Insitute of Environmental Health and Related Product Safty, Chinese Center for Disease Control and Prevention, Beijing. Invited by Dr. Wang.
  • [2016-05-30] Chinese Footprint and Mobility: New Evidence from Social Media Big Data, @ Tsinghua University, Beijing. Invited by Prof. Zheng Siqi.
  • [2016-05-28] Spatial Temporal Big Data Analysis and Visulization in R, The 9th China R Conference, @ Renmin University, Beijing.
  • [2015-11-04] Chinese Footprint and Mobility: New Evidence from Social Media Big Data, Youth Salon on Spatio-temporal Big Data, @ IGSNRR, CAS, Beijing.
  • [2015-10-26] Spatio-temporal Data Mining: Frontier and Application, 100th Anniversary of Hohai University, @ Hohai University, Nanjing.
  • [2015-06-08] Social Media Geography: Analysis and Application, Invited by Prof. Yanwei Chai and Prof. Yu Liu @ Peking University, Beijing.
  • [2015-06-07] Spatial Temporal Data Analysis and Visulization in R, The 8th China R Conference, @ Peking University, Beijing.
  • [2015-06-06] Social Media Geography: Analysis and Application, Beijing City Lab 2015 Annual Meeting @ Beijing Jiaotong University, Beijing.
  • [2015-04-15] Social Media Geography: Analysis and Application, Workshop on Big Data and Future Habitation @ Tsinghua University, Beijing.
  • [2015-12-25] Space-Time Geostatistical Model-based Monitoring Network Optimization and Space-Time Interpolation, 2015 Annual Meeting of LREIS, CAS @ Beijing.
  • [2014-12-19] VGI Urban Geography, 2014 Forum on Urban Internationalization. @ Capital University of Economics and Business, Beijing.
  • [2014-06-11] VGI Urban Geography: Case Study in China, Urban Modeling Workshop & 2014 BCL Conference. @ Tsinghua University, Beijing.
  • [2014-03-07] Spatial Temporal Data Analysis and Visulization, Inivited by Prof. Siqi Zheng, @ Tsinghua University, Beijing.
  • [2013-11-18] Spatial Temporal Data Analysis and Visulization, Inivited by Prof. Hansheng Wang, @ Peking University, Beijing.
  • [2013-09-01] Spatial Temporal Data Analysis and Visulization: An Application in Data Journalism, Hacks Hackers, @ Beijing Maker Space, Beijing.
  • [2013-09-01] Spatial Temporal Statistics and Visulization, Data Analysis Salon, @ Renmin University, Beijing.