Enhancing lake identification in Alpine periglacial environments by leveraging the global context of transformers

Xu, Jinhao; Feng, Min; Sui, Yijie; Su, Yanan; Zhang, Xuefei; Wu, Qinglin; Hu, Zhimin; Wang, Ruilin

doi:10.5194/tc-20-2851-2026

Articles | Volume 20, issue 5

https://doi.org/10.5194/tc-20-2851-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/tc-20-2851-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 20, issue 5

Research article

|

21 May 2026

Research article |

| 21 May 2026

Enhancing lake identification in Alpine periglacial environments by leveraging the global context of transformers

Jinhao Xu, Min Feng, Yijie Sui, Yanan Su, Xuefei Zhang, Qinglin Wu, Zhimin Hu, and Ruilin Wang

Related authors

Large Gradient Subsidence Monitoring in Mining Area Based on LuTan-1 SAR Images

Xiang Zhang, Hui Zhao, Xinming Tang, Tao Li, Xiaoqing Zhou, and Xuefei Zhang

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1715–1720, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1715-2025,https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1715-2025, 2025

LuTan-1 Satellite-Based Geological Disaster Detection in Lingbao City, Western Henan of China

Jing Lu, Xinming Tang, Lei Wei, Lingfei Guo, Tao Li, Xiang Zhang, and Xuefei Zhang

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1023–1028, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1023-2025,https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1023-2025, 2025

Multi-temporal Monitoring for Road Slope Collapse by Means of LUTAN-1 SAR Data and High Resolution Optical Data

Xiang Zhang, Xinming Tang, Tao Li, Xiaoqing Zhou, Haifeng Hu, Xuefei Zhang, and Jing Lu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-2024, 867–873, https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-867-2024,https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-867-2024, 2024

LT-1 SAR Satellite Constellation for Permafrost Deformation Monitoring Along the Tibetan Plateau Engineering Corridor

Xuefei Zhang, Tao Li, Xiang Zhang, Xiaoqing Zhou, Jing Lu, and Xueguang Zhang

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-2024, 875–880, https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-875-2024,https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-875-2024, 2024

Comparison between DInSAR and Stacking in Deformation Monitoring Using LuTan-1

Jing Lu, Xinming Tang, Tao Li, Xiang Zhang, Xuefei Zhang, Tan Li, and Xiaofeng Qiu

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-2024, 457–462, https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-457-2024,https://doi.org/10.5194/isprs-archives-XLVIII-1-2024-457-2024, 2024

Cited articles

Ahmed, R., Wani, G. F., Ahmad, S. T., Sahana, M., Singh, H., and Ahmed, P.: A review of glacial lake expansion and associated glacial lake outburst floods in the himalayan region, Earth Syst. Environ., 5, 695–708, https://doi.org/10.1007/s41748-021-00230-9, 2021.

Avtar, R., Komolafe, A. A., Kouser, A., Singh, D., Yunus, A. P., Dou, J., Kumar, P., Gupta, R. D., Johnson, B. A., and Minh, H. V. T.: Assessing sustainable development prospects through remote sensing: A review, Remote Sens. Appl. Soc. Environ., 20, 100402, https://doi.org/10.1016/j.rsase.2020.100402, 2020.

Bajracharya, S. R. and Mool, P.: Glaciers, glacial lakes and glacial lake outburst floods in the Mount Everest region, Nepal, Ann. Glaciol., 50, 81–86, https://doi.org/10.3189/172756410790595895, 2009.

Bajracharya, S. R., Mool, P. K., and Shrestha, B. R.: Impact of climate change on Himalayan glaciers and glacial lakes: case studies on GLOF and associated hazards in Nepal and Bhutan, International Centre for Integrated Mountain Development Kathmandu, https://doi.org/10.53055/ICIMOD.470, 2007.

Barbieux, K., Charitsi, A., and Merminod, B.: Icy lakes extraction and water-ice classification using Landsat 8 OLI multispectral data, Int. J. Remote Sens., 39, 3646–3678, https://doi.org/10.1080/01431161.2018.1447165, 2018.