| Capturing Unseen Spatial Heat Extremes Through Dependence-Aware Generative Modeling |
Xinyue Liu, Xiao Peng, Shuyue Yan, Yuntian Chen, Dongxiao Zhang, Zhixiao Niu, Hui-Min Wang, Xiaogang He |
2026 |
Earth's Future |
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| Beyond the mean: Cold and warm tail temperature trends reveal asymmetric controls on snowpack changes in the Northern Hemisphere |
Xiao Peng, Ziwei Liu, Alan D. Ziegler, Chao Zhang, Zhanwei Liu, and Xiaogang He |
2025 |
Water Resources Research |
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| Spatially synchronized structures of global hydroclimatic extremes |
Hui-Min Wang and Xiaogang He |
2025 |
Nature Water |
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| Strategizing renewable energy transitions to preserve sediment transport integrity |
Bo Xu, Zhanwei Liu, Shuyue Yan, Rafael J. P. Schmitt, and Xiaogang He |
2025 |
Nature Sustainability |
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| A bioenergy-focused versus a reforestation-focused mitigation pathway yields disparate carbon storage and climate responses |
Yanyan Cheng, David M. Lawrence, Ming Pan, Baoqing Zhang, Neal T. Graham, Peter J. Lawrence, Zhongfang Liu, and Xiaogang He |
2024 |
Proceedings of the National Academy of Sciences (PNAS) |
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| Unveiling the role of climate in spatially synchronized locust outbreak risks |
Xinyue Liu, Dongxiao Zhang, and Xiaogang He |
2024 |
Science Advances |
Github, Zenodo |
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| Probabilistic assessment of global drought recovery and its response to precipitation changes |
Limin Zhang, Fei Yuan, and Xiaogang He |
2023 |
Geophysical Research Letters |
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| Balancing-oriented hydropower operation makes the clean energy transition more affordable and simultaneously boosts water security |
Zhanwei Liu and Xiaogang He |
2023 |
Nature Water |
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