Nature Communications (Oct 2022)
Mapping global lake dynamics reveals the emerging roles of small lakes
- Xuehui Pi,
- Qiuqi Luo,
- Lian Feng,
- Yang Xu,
- Jing Tang,
- Xiuyu Liang,
- Enze Ma,
- Ran Cheng,
- Rasmus Fensholt,
- Martin Brandt,
- Xiaobin Cai,
- Luke Gibson,
- Junguo Liu,
- Chunmiao Zheng,
- Weifeng Li,
- Brett A. Bryan
Affiliations
- Xuehui Pi
- School of Environmental Science and Engineering, Southern University of Science and Technology
- Qiuqi Luo
- School of Environmental Science and Engineering, Southern University of Science and Technology
- Lian Feng
- School of Environmental Science and Engineering, Southern University of Science and Technology
- Yang Xu
- School of Environmental Science and Engineering, Southern University of Science and Technology
- Jing Tang
- Department of Biology, University of Copenhagen
- Xiuyu Liang
- School of Environmental Science and Engineering, Southern University of Science and Technology
- Enze Ma
- School of Environmental Science and Engineering, Southern University of Science and Technology
- Ran Cheng
- Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology
- Rasmus Fensholt
- Department of Geosciences and Natural Resource Management, University of Copenhagen
- Martin Brandt
- Department of Geosciences and Natural Resource Management, University of Copenhagen
- Xiaobin Cai
- Institute of Geodesy and Geophysics, Chinese Academy of Sciences
- Luke Gibson
- School of Environmental Science and Engineering, Southern University of Science and Technology
- Junguo Liu
- School of Environmental Science and Engineering, Southern University of Science and Technology
- Chunmiao Zheng
- School of Environmental Science and Engineering, Southern University of Science and Technology
- Weifeng Li
- Department of Urban Planning and Design, The University of Hong Kong
- Brett A. Bryan
- Centre for Integrative Ecology, School of Life and Environmental Sciences, Deakin University
- DOI
- https://doi.org/10.1038/s41467-022-33239-3
- Journal volume & issue
-
Vol. 13,
no. 1
pp. 1 – 12
Abstract
Lakes are essential components of the hydrological and biogeochemical cycles. Here, Pi et al develop a global lake dataset called GLAKES via high-resolution satellite images and deep learning to examine global lake changes over four decades.
