林锦耀,男,1989年11月出生,博士,副教授,硕士生导师。2017年毕业于中山大学地理科学与规划学院,获“地图学与地理信息系统”专业博士学位,导师为黎夏教授。曾作为访问学者前往美国Dartmouth College学习交流,合作导师为Xun Shi教授。主要从事GIS时空大数据应用、地理模拟与空间优化等教学及科研工作;已发表或录用科研论文十余篇,其中第一作者SCI/SSCI论文12篇,申请第一发明人专利2项;目前担任《Journal of Environmental Management》、《International Journal of Geographical Information Science》、《Landscape and Urban Planning》、《Global Ecology and Conservation》、《Computers, Environment and Urban Systems》、《Cities》、《Geocarto International》、《Transactions in GIS》、《Stochastic Environmental Research and Risk Assessment》、《Journal of Urban Technology》、《Kybernetes》等国际知名SCI/SSCI期刊审稿人;主持国家自然科学基金青年科学基金项目1项和校级引进人才科研启动项目1项,参与多项国家级项目如国家自然科学基金重点项目、国家重点基础研究发展计划(973计划)课题、国家重点研发计划项目;独立指导大学生创新训练项目6项和攀登计划重点项目1项。
研究领域:GIS时空大数据应用、地理模拟与空间优化
主要方向:
1. 多源时空大数据与遥感应用
2. GIS与人工智能融合
3. 多尺度土地利用变化模拟
1. Lin Jinyao*, He Xiaoyu, Lu Siyan, Liu Danyuan, He Peiting. Investigating the influence of three-dimensional building configuration on urban pluvial flooding using random forest algorithm. Environmental Research, 2021, 110438. (SCI)
2. Lin Jinyao*, Luo Shuyi, Huang Yiqin. Poverty estimation at the county level by combining LuoJia1-01 nighttime light data and points of interest. Geocarto International, 2021. (SCI)
3. Lin Jinyao, Li Xia*, Li Shaoying, Wen Youyue. What is the influence of landscape metric selection on the calibration of land-use/cover simulation models? Environmental Modelling & Software, 2020, 129: 104719. (SCI)
4. Lin Jinyao*, Wan Huiyin, Cui Yutong. Analyzing the spatial factors related to the distributions of building heights in urban areas: A comparative case study in Guangzhou and Shenzhen. Sustainable Cities and Society, 2020, 52: 101854. (SCI/SSCI)
5. Lin Jinyao, Wu Zhifeng, Li Xia. Measuring inter-city connectivity in an urban agglomeration based on multi-source data. International Journal of Geographical Information Science, 2019, 33(5): 1062-1081. (SCI/SSCI)
6. Lin Jinyao*, Li Xia. Large-scale ecological red line planning in urban agglomerations using a semi-automatic intelligent zoning method. Sustainable Cities and Society, 2019, 46: 101410. (SCI/SSCI)
7. Lin Jinyao*, Wu Weihao. Investigating the land use characteristics of urban integration based on remote sensing data: Experience from Guangzhou and Foshan. Geocarto International, 2019, 34(14): 1608-1620. (SCI)
8. Lin Jinyao*, Chen Tongli, Han Qiazi. Simulating and predicting the impacts of light rail transit systems on urban land use by using cellular automata: a case study of Dongguan, China. Sustainability, 2018, 10(4): 1293. (SCI/SSCI)
9. Lin Jinyao, Li Xia*. Conflict resolution in the zoning of eco-protected areas in fast-growing regions based on game theory. Journal of Environmental Management, 2016, 170: 177-185. (SCI)
10. Lin Jinyao, Li Xia*. Knowledge transfer for large-scale urban growth modeling based on Formal Concept Analysis. Transactions in GIS, 2016, 20(5): 684-700. (SSCI)
11. Lin Jinyao, Li Xia*. Simulating urban growth in a metropolitan area based on weighted urban flows by using web search engine. International Journal of Geographical Information Science, 2015, 29(10): 1721-1736. (SCI/SSCI)
12. Lin Jinyao, Liu Xiaoping*, Li Kai, Li Xia. A maximum entropy method to extract urban land by combining MODIS, NDVI, and DMSP-OLS data. International Journal of Remote Sensing, 2014, 35(18): 6708-6727. (SCI)
13. Li Xia, Lin Jinyao, Chen Yimin, Liu Xiaoping, Ai Bin. Calibrating cellular automata based on landscape metrics by using genetic algorithms. International Journal of Geographical Information Science, 2013, 27(3): 594-613. (SCI/SSCI)
14. 林锦耀, 黎夏*. 基于空间自相关的东莞市主体功能区划分. 地理研究, 2014, 33(2): 349-357. (CSSCI)