基本信息
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Bio
I am a postdoc in the University of Wisconsin-Madison, and an affiliate researcher in Lawrence Berkeley National Lab. I am interested in process-guided interpretable machine learning, causal inference, earth system model, remote sensing, GIS, and their applications in earth system and social science. I have applied various spatiotemporal datasets along with different kinds of ML and process-based models to answers critical scientifical questions in land surface water-energy-carbon flux simulation, teleconnections, disturbances (e.g., wildfires and deforestation), wetland methane, radiative transfer, photosynthesis, and human mobility. I am also interested in the integrated Earth system modeling (iESM) with feedbacks between human and earth system.
Research Interests
Papers共 26 篇Author StatisticsCo-AuthorSimilar Experts
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Zhipeng Gui,Xinjie Liu,Anqi Zhao, Yuhan Jiang, Zhipeng Ling, Xiaohui Hu,Fa Li,Zelong Yang,Huayi Wu,Shuangming Zhao
Information Processing & Managementno. 4 (2024): 103767
crossref(2024)
NEW PHYTOLOGISTno. 1 (2024): 111-131
Nature climate change (2024)
SSRN Electronic Journal (2022): 109115-109115
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Author Statistics
#Papers: 26
#Citation: 219
H-Index: 8
G-Index: 14
Sociability: 5
Diversity: 2
Activity: 40
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