Spatial patterns of sandy beaches in China and risk analysis of human infrastructure squeeze based on multi-source data and ensemble learning

Meng, Jie; Xu, Duanyang; Tao, Zexing; Ge, Quansheng

doi:10.5194/essd-17-7147-2025

Articles | Volume 17, issue 12

https://doi.org/10.5194/essd-17-7147-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/essd-17-7147-2025

© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 17, issue 12

Data description paper

|

12 Dec 2025

Data description paper |

| 12 Dec 2025

Spatial patterns of sandy beaches in China and risk analysis of human infrastructure squeeze based on multi-source data and ensemble learning

Jie Meng, Duanyang Xu, Zexing Tao, and Quansheng Ge

Related authors

Mapping 24 woody plant species phenology and ground forest phenology over China from 1951 to 2020

Mengyao Zhu, Junhu Dai, Huanjiong Wang, Juha M. Alatalo, Wei Liu, Yulong Hao, and Quansheng Ge

Earth Syst. Sci. Data, 16, 277–293, https://doi.org/10.5194/essd-16-277-2024,https://doi.org/10.5194/essd-16-277-2024, 2024

Short summary

A dataset of standard precipitation index reconstructed from multi-proxies over Asia for the past 300 years

Yang Liu, Jingyun Zheng, Zhixin Hao, and Quansheng Ge

Earth Syst. Sci. Data, 14, 5717–5735, https://doi.org/10.5194/essd-14-5717-2022,https://doi.org/10.5194/essd-14-5717-2022, 2022

Short summary

Could phenological records from Chinese poems of the Tang and Song dynasties (618–1279 CE) be reliable evidence of past climate changes?

Yachen Liu, Xiuqi Fang, Junhu Dai, Huanjiong Wang, and Zexing Tao

Clim. Past, 17, 929–950, https://doi.org/10.5194/cp-17-929-2021,https://doi.org/10.5194/cp-17-929-2021, 2021

Short summary

Divergent climate feedbacks on winter wheat growing and dormancy periods as affected by sowing date in the North China Plain

Fengshan Liu, Ying Chen, Nini Bai, Dengpan Xiao, Huizi Bai, Fulu Tao, and Quansheng Ge

Biogeosciences, 18, 2275–2287, https://doi.org/10.5194/bg-18-2275-2021,https://doi.org/10.5194/bg-18-2275-2021, 2021

Short summary

Cited articles

Bai, Z., Ye, Y., Zhou, L., Li, Z., and Yin, G.: Robust registration of aerial images and LiDAR data using spatial constraints and Gabor structural features, ISPRS J. Photogramm. Remote Sens., 181, 129–147, https://doi.org/10.1016/j.isprsjprs.2021.09.010, 2021.

Bao, Z., Sha, J., Li, X., Hanchiso, T., and Shifaw, E.: Monitoring of beach litter by automatic interpretation of unmanned aerial vehicle images using the segmentation threshold method, Mar. Pollut. Bull., 137, 388–398, https://doi.org/10.1016/j.marpolbul.2018.08.009, 2018.

Barbier, E. B., Hacker, S. D., Kennedy, C., Koch, E. W., Stier, A. C., and Silliman, B. R.: The value of estuarine and coastal ecosystem services, Ecol. Monogr., 81, 169–193, https://doi.org/10.1890/10-1510.1, 2011.

Baum-Snow, N., Brandt, L., Henderson, J. V., Turner, M. A., and Zhang, Q.: Roads, Railroads, and Decentralization of Chinese Cities, Rev. Econ. Stat., 99, 435–448, https://doi.org/10.1162/REST_a_00660, 2017.

Blenkinsopp, C. E., Bayle, P. M., Conley, D. C., Masselink, G., Gulson, E., Kelly, I., Almar, R., Turner, I. L., Baldock, T. E., Beuzen, T., McCall, R. T., Rijper, H., Reniers, A., Troch, P., Gallach-Sanchez, D., Hunter, A. J., Bryan, O., Hennessey, G., Ganderton, P., Tissier, M., Kudella, M., and Schimmels, S.: High-resolution, large-scale laboratory measurements of a sandy beach and dynamic cobble berm revetment, Sci. Data, 8, 22, https://doi.org/10.1038/s41597-021-00805-1, 2021.