Publications

Manuscripts Under Review

• Xinhao Pan*, Jinzhu Wang, Michalis Hadjikakou, Carla L. Archibald, Katherine Wynn, Rose Roche, Marni Williams, Jo Sanson, Patrick Jaffe, Brett A. Bryan. Complex trade-offs across co-designed narratives of Australian land-system futures. Nature Sustainability. Under review. DOI: https://doi.org/10.21203/rs.3.rs-10431053/v1

• Xinhao Pan*, Jinzhu Wang, Michalis Hadjikakou, Carla L. Archibald, Nicholas van Schoten, Jo Sanson, Shuddhasattwa Rafiq, Brett A. Bryan. Nature-positive, Net Zero Land-use Futures Possible for Australia at Feasible Shadow Prices. One Earth. Under review. DOI: http://dx.doi.org/10.2139/ssrn.6978775

• Xinhao Pan*, Jinzhu Wang, Michalis Hadjikakou, Nick Williams, Carla L. Archibald, Fjalar Johannes de Haan, Nicholas van Schoten, Jo Sanson, Romy Zyngier, Raymundo Marcos Martinez, Javier Navarro Garcia, Lei Gao, Hossein Aghighi, Brett A. Bryan. Achieving nature-positive net-zero pathways and a thriving agri-food industry in Australia without stressing water catchments. Earth’s Future. Under review. DOI: https://doi.org/10.22541/essoar.175503372.20241808/v1

Published Articles

• 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

• Tao Hu, Carla L. Archibald, Jinzhu Wang, Xinhao Pan, Marco Calderon-Loor, Brett A. Bryan. 2026. Historical land cover composition and recent land cover change drive disproportionate range exposure across Australian species. Biological Conservation. 319, 111889. DOI: https://doi.org/10.1016/j.biocon.2026.111889

• Ruibo Qiu, Tao Qi, Chunyang He, Xinhao Pan, Yixuan Zhao. 2026. Combining a hybrid CNN-Transformer architecture network and a bidirectional recurrent neural network to model urban expansion. International Journal of Applied Earth Observation and Geoinformation. 150, 105349. DOI: https://doi.org/10.1016/j.jag.2026.105349

• Zhifeng Liu*, Jiahe Ying, Chunyang He, Dongjie Guan, Xinhao Pan, Yihua Dai, Binghua Gong, Keren He, Caifeng Lv, Xin Wang, Jingyu Lin, Yanxu Liu, Brett A. Bryan. 2024. Scarcity and quality risks for future global urban water supply. Landscape Ecology. 39, 10. DOI: https://doi.org/10.1007/s10980-024-01832-0

• Huan Yang, Yanwen Wang, Peiyue Tu, Yanmei Zhong, Chaoqing Huang, Xinhao Pan, Kewei Xu, Song Hong*. 2024. Evaluating the effects of future urban expansion on ecosystem services in the Yangtze River Delta urban agglomeration under the shared socioeconomic pathways. Ecological Indicators. 160, 111831. DOI: https://doi.org/10.1016/j.ecolind.2024.111831

• 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

• 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*. 2022. 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

• 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