副教授

姓名：林锦耀 

性别：男 

出生年月：1989年11月

职称：副教授 /硕士生导师         

办公室：电子信息实验楼603

邮箱： ljy2012@gzhu.edu.cn 

通讯地址：广州市番禺区大学城广州大学电子信息实验楼603

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。主要从事地理模拟与空间优化、GIS遥感时空大数据应用等教学及科研工作；已发表/录用科研论文四十余篇，其中一作SCI/SSCI论文近三十篇（含ESI高被引论文3篇），一作/通讯CSCD论文8篇；获评广州学者青年拔尖人才、高校GIS新锐、广州大学年度学术新锐；目前担任《Sustainable Cities and Society》《Cities》《Journal of Environmental Management》《International Journal of Geographical Information Science》《Computers, Environment and Urban Systems》《iScience》《Landscape and Urban Planning》《Environmental Research》《Environmental Modelling & Software》《GIScience & Remote Sensing》《International Journal of Digital Earth》《Geo-spatial Information Science》《Journal of Cleaner Production》《地球信息科学学报》《热带地理》等30余本国内外知名期刊审稿人；主持国家自然科学基金青年科学基金项目、教育部人文社会科学研究青年基金、广东省基础与应用基础研究基金青年提升项目、广东省哲学社会科学规划学科共建项目、广州市科技计划项目，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；指导大学生创新训练项目12项和广东省“攀登计划”项目3项。

研究领域：GIS在城乡规划、土地资源管理、生态环境保护等的应用

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

• 本科生：《文献检索与论文写作》《地理计算与模拟》《国土与房地产信息系统》《时空建模技能实践》《土地资源管理文献专题研讨》《土地利用建模》《景观生态学》

• 研究生：《GIS、遥感与公共管理》《国土信息系统》

• 2008.09－2012.06，中山大学，地理科学与规划学院，获得地理信息系统专业学士学位

• 2012.09－2017.06，中山大学，地理科学与规划学院，硕博连读，获得地图学与地理信息系统专业博士学位

• 2015.12－2016.04，Dartmouth College，Department of Geography，访问学者

• 2017.06－2020.01，广州大学，地理科学学院，讲师

• 2020.01－至今，广州大学，地理科学与遥感学院，副教授

• 2019.01－2021.12，国家自然科学基金项目， 21.5万元。

• 2023.11－2026.12，教育部人文社会科学研究青年基金，8万元。

• 2023.01－2025.12，广东省基础与应用基础研究基金青年提升项目，30万元。

• 2023.09－2026.01，广东省哲学社会科学规划学科共建项目， 2万元。

• 2022.04－2024.03，广州市科技计划项目， 5万元。

• 2017.07－2022.06，广州大学引进人才科研启动项目， 20万元。

1. Lin Jinyao, Li Xia*, Wen Youyue, He Peiting. Modeling urban land-use changes using a landscape-driven patch-based cellular automaton (LP-CA). Cities, 2023, 132: 103906. (SSCI, ESI高被引)

2. Lin Jinyao*, Wei Keqin, Guan Zifeng. Exploring the connection between morphological characteristic of built-up areas and surface heat islands based on MSPA. Urban Climate, 2024, 53: 101764. (SCI)

3. Lin Jinyao*, Zhang Wenli, Wen Youyue, Qiu Suixuan. Evaluating the association between morphological characteristics of urban land and pluvial floods using machine learning methods. Sustainable Cities and Society, 2023, 99: 104891. (SCI)

4. Lin Jinyao*, Qiu Suixuan, Tan Xiujuan, Zhuang Yaye. Measuring the relationship between morphological spatial pattern of green space and urban heat island using machine learning methods. Building and Environment, 2023, 228: 109910. (SCI, ESI高被引)

5. Li Hua, Peng Yinuo, Li Minying, Zhuang Yaye, He Xiaoyu, Lin Jinyao*. Analyzing spatial patterns and influencing factors of different illegal land use types within ecological spaces: A case study of a fast-growing city. Journal of Cleaner Production, 2023, 424: 138883. (SCI)

6. Lin Jinyao*, Zeng Yijuan, He Yuqi. Spatial optimization with morphological spatial pattern analysis for green space conservation planning. Forests, 2023, 14(5): 1031. (SCI)

7. Li Minying, Lin Jinyao*, Ji Zhengnan, Chen Kexin, Liu Jingxi. Grid-scale poverty assessment by integrating high-resolution nighttime light and spatial big data—A case study in the Pearl River Delta. Remote Sensing, 2023, 15(18): 4618. (SCI)

8. Lin Jinyao*, Chen Qitong. Analyzing and simulating the influence of a water conveyance project on land use conditions in the Tarim River Region. Land, 2023, 12(11): 2073. (SSCI)

9. Lin Jinyao*, Zhuang Yaye, Zhao Yang, Li Hua, He Xiaoyu, Lu Siyan. Measuring the non-linear relationship between three-dimensional built environment and urban vitality based on random forest model. International Journal of Environmental Research and Public Health, 2023, 20(1): 734. (SCI/SSCI)

10. Lin Jinyao*, Li Hua, Zeng Yijuan, He Xiaoyu, Zhuang Yaye, Liang Yingran, Lu Siyan. Estimating potential illegal land development in conservation areas based on a presence-only model. Journal of Environmental Management, 2022, 321: 115994. (SCI)

11. Lin Jinyao*, He Peiting, Yang Liu, He Xiaoyu, Lu Siyan, Liu Danyuan. Predicting future urban waterlogging-prone areas by coupling the maximum entropy and FLUS model. Sustainable Cities and Society, 2022, 80: 103812. (SCI, ESI高被引)

12. Lin Jinyao*, Lu Siyan, He Xiaoyu, Wang Fang. Analyzing the impact of three-dimensional building structure on CO₂ emissions based on random forest regression. Energy, 2021, 236: 121502. (SCI)

13. 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, 196: 110438. (SCI)

14. Lin Jinyao*, Huang Chuling, Wen Youyue, Liu Xun. An assessment framework for improving protected areas based on morphological spatial pattern analysis and graph-based indicators. Ecological Indicators, 2021, 130: 108138. (SCI)

15. 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, 2022, 37(12): 3590-3606. (SCI)

16. 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)

17. 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)

18. 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)

19. 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)

20. 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)

21. 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)

22. 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)

23. 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)

24. 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)

25. 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)

26. 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)

27. Huang Ziwei, Li Shaoying*, Gao Feng, Wang Fang, Lin Jinyao, Tan Ziling. Evaluating the performance of LBSM data to estimate the gross domestic product of China at multiple scales: A comparison with NPP-VIIRS nighttime light data. Journal of Cleaner Production, 2021, 328: 129558. (SCI)

28. Lai Zhipeng, Li Shaoying*, Lin Jinyao, Li Haibo. Fine-scale simulation of spatial population distribution by coupling GA-ABM and big data: a case study of Dongguan, China. Transactions in GIS, 2023, 27(4): 1263-1286. (SSCI)

29. 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/CSCD)

30. 何珮婷, 刘丹媛, 卢思言, 何小钰, 李桦, 杨柳, 林锦耀*. 基于最大熵模型的深圳市内涝影响因素分析及内涝风险评估. 地理科学进展, 2022, 41(10): 1868-1881. (CSSCI/CSCD)

31. 卢奕帆, 林锦耀*. 城市协同发展对粮食生产区域的影响预测——以珠三角城市群为例. 自然资源学报, 2023, 38(6): 1532-1549. (CSSCI/CSCD)

32. 卢奕帆, 梁颖然, 卢思言, 肖钺, 何小钰, 林锦耀*. 结合“珞珈一号”夜间灯光与城市功能分区的广州市碳排放空间分布模拟及其影响因素分析. 地球信息科学学报, 2022, 24(6): 1176-1188. (EI/CSCD)

33. 何小钰, 庄雅烨, 邱穗萱, 李桦, 招扬, 卢思言, 林锦耀*. 城市三维空间结构对碳排放影响的尺度效应分析. 生态学报, 2024. (CSCD)

34. 林锦耀*, 杨柳, 胡悦, 温宥越, 肖钺. 城市多维空间格局对PM2.5浓度的影响机制研究——以广州深圳为例. 生态科学, 2023. (CSCD)

35. 陈绮桐, 林锦耀*. 多情景下珠三角土地利用变化对生态系统服务影响预测. 生态与农村环境学报, 2024. (CSCD)

36. 刘迅, 廖珊慧, 李智恒, 林华威, 张驰方, 林锦耀*. 基于MSPA分析绿地形态空间格局对PM2.5的消退作用——以广州市、深圳市为例. 生态科学, 2022. (CSCD)

37. 唐粤琦, 梁颖然, 麦杰铭, 林锦耀*. 结合随机森林与多源空间大数据的建筑物功能识别. 智能建筑与智慧城市, 2022, (6): 41-45.

38. 陈俊韬, 林锦耀*. 基于地理探测器的耕地破碎化影响因素分析——以广州市为例. 湖北农业科学, 2023, 62(5): 14-21.

39. 叶志超, 胡盈盈, 罗淑仪, 林锦耀*, 冯艳芬. 结合随机森林与地理探测器的村域贫困分布格局及其分异机制分析. 安徽农业科学, 2021, 49(2): 248-256.

40. 胡娟, 何梓欣, 杨敏, 龙芍男, 林歆雨, 林锦耀*. 基于MSPA和电路理论的珠三角核心城市通风廊道构建. 智能城市, 2023, 9(9): 1-5.

41. 肖建能, 杜国明*, 施益强, 温宥越, 姚杰, 高宇婷, 林锦耀. 厦门市环境空气污染时空特征及其与气象因素相关分析. 环境科学学报, 2016, 36(9): 3363-3371. (CSCD)

[1]   广州学者青年拔尖人才

[2]   高校GIS论坛高校GIS新锐

[3]   Early Career Scholarship of International Environmental Modelling and Software Society

[4]   广州大学年度学术新锐

[5]  指导本科生竞赛获奖：第十七届“挑战杯”广东大学生课外学术科技作品竞赛省级特等奖、全国大学生自然资源科技作品大赛二等奖、全国大学生土地国情调查大赛三等奖、中国大学生GIS软件开发竞赛二等奖

[6]   易智瑞杯中国大学生GIS软件开发竞赛优秀指导老师

[7]   SuperMap杯高校GIS大赛论文组优秀指导教师

[8]   全国大学生空间信息技术大赛优秀指导教师

[9]   第六届全国大学生GIS应用技能大赛优秀指导教师

[10]  《风景园林》期刊第二届LA青年学者论文奖三等奖

[11]  中山大学地理科学与规划学院十佳优秀毕业生