Publications

• Xinhao Pan, Zhifeng Liu*, Chunyang He, Qingxu Huang. 2022. Modeling urban expansion by integrating a convolutional neural network and a recurrent neural network. International Journal of Applied Earth Observation and Geoinformation. 112, 102977.
  DOI: https://doi.org/10.1016/j.jag.2022.102977

• Xinhao Pan, Yihang Wang, Zhifeng Liu*, Chunyang He, Haimeng Liu, Zhirong Chen. 2021. Understanding urban expansion on the Tibetan Plateau over the past half century based on remote sensing: The case of Xining City, China. Remote Sensing. 13, 46.
  DOI: https://doi.org/10.3390/rs13010046

• Xinhao Pan, Zichen Wang, Miao Huang, Zhifeng Liu*.2021. Improving an urban cellular automata model based on auto-calibrated and trend-adjusted neighborhood. Land. 10, 688.
  DOI: https://doi.org/10.3390/land10070688

• Chunyang He, Zhifeng Liu*, Jianguo Wu, Xinhao Pan, Zihang Fang, Jingwei Li, Brett Bryan. 2021. Future global urban water scarcity and potential solutions. Nature Communications. 12, 4667.
  DOI: https://doi.org/10.1038/s41467-021-25026-3

• Lingqiang Kong, Zhifeng Liu*, Xinhao Pan, Yihang Wang, Xuan Guo, Jianguo Wu. 2022. How do different types and landscape attributes of urban parks affect visitors’ positive emotions? Landscape and Urban Planning. 226(9):104482.
  DOI: https://doi.org/10.1016/j.landurbplan.2022.104482

• Miao Huang, Zichen Wang, Xinhao Pan, Binghua Gong, Mengzhao Tu, Zhifeng Liu*. Delimiting China’s urban growth boundaries under localized shared socioeconomic pathways and various urban expansion modes. Earth’s Future. 10(6), e2021EF002572.
  DOI: https://doi.org/10.1029/2021EF002572

• Yihang Wang, Caifeng Lv, Xinhao Pan, Ziwen Liu, Pei Xia, Chunna Zhang, Zhifeng Liu*. 2022. Spatiotemporal patterns of light pollution on the Tibetan Plateau over three decades. Remote Sensing. 14(22), 5755.
  DOI: https://doi.org/10.3390/rs14225755

• Yihang Wang, Caifeng Lv, Xinhao Pan, Zhifeng Liu*. 2022. Spatial-temporal changes of urbanization level and influencing factors on the Tibetan Plateau: Perspectives from long-term time series nighttime light data. Journal of Beijing Normal University (Natural Science). (Chinese).
  DOI: https://doi.org/10.12202/j.0476-0301.2022021