Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017
Sci Bull (Beijing). 2019 Mar 30;64(6):370-373.
doi: 10.1016/j.scib.2019.03.002.
Epub 2019 Mar 2.
1 Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China; AI for Earth Lab, Cross-Strait Institute, Tsinghua University, Beijing 100084, China. Electronic address: penggong@tsinghua.edu.cn.
2 Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China.
3 Department of Environmental Science, Policy and Management, University of California, Berkeley, CA 94720, USA.
4 AI for Earth Lab, Cross-Strait Institute, Tsinghua University, Beijing 100084, China; State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100101, China. Electronic address: sohuwangjie@163.com.
5 State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100101, China. Electronic address: huanghb@radi.ac.cn.
6 Google LLC, Mountain View, CA 94043, USA. Electronic address: nclinton@google.com.
7 Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China.
8 United States Geological Survey, Reston, VA 20192, USA.
9 Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China; AI for Earth Lab, Cross-Strait Institute, Tsinghua University, Beijing 100084, China.
10 Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing 100084, China; National Supercomputing Center in Wuxi, Wuxi 214072, China.
11 Department of Landscape Architecture, University of California, Berkeley, CA 94720, USA.
12 State Key Laboratory of Remote Sensing Science, College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China.
13 National Climate Center, China Meteorological Administration, Beijing 100081, China.