个人简历

教育背景
2006.09-2010.07 北京科技大学 测控技术与仪器系 本科 工学学士
2010.09-2012.06 北京科技大学 测控技术与仪器系 工程硕士
2012.09-2016.01 中国科学院大学 遥感与数字地球研究所 理学博士
工作履历
2018.07-2020.07 中国农业大学 资源与环境学院 博士后
2020.08- 中国农业大学 土地科学与技术学院 副教授
奖励荣誉
中国科学院遥感与数字地球研究所优秀毕业生（2016）
博士研究生国家奖学金（2015）
主持项目
1. 国家自然科学基金青年科学基金项目 \

研究领域

1. 遥感影像智能分析
2. 数据融合
3. 机器学习/深度学习""

近期论文

2020年:
1. Feng Quanlong, Yang Jianyu*, Liu Yiming, Ou Cong, Zhu Dehai, Niu Bowen, Liu Jiantao, Li Baoguo. 2020. Multi-temporal unmanned aerial vehicle remote sensing for vegetable mapping using an attention-based recurrent convolutional neural network. Remote Sensing, 12(10): 1668.
2. Liu Jiantao, Feng Quanlong*, Wang Ying, Batsaikhan Bayartungalag, Gong Jianhua, Li Yi, Liu Chunting, Ma Yin. 2020. Urban green plastic cover mapping based on VHR remote sensing images and a deep semi-supervised learning framework. ISPRS International Journal of Geo-Information, 9(9): 527.
3. Liu Jiantao, Liu Chunting, Feng Quanlong*, Ma Yin. 2020. Subpixel impervious surface estimation in the Nansi Lake Basin using random forest regression combined with GF-5 hyperspectral data. Journal of Applied Remote Sensing, 14(3): 034515.
4. Wang Xinlei, Huang Jianxi*, Feng Quanlong, Yin Dongqin. 2020. Winter wheat yield prediction at county level and uncertainty analysis in main wheat-producing regions of China with deep learning approaches. Remote Sensing, 12(11): 1744.
5. Ou Cong, Yang Jianyu*, Du Zhenrong, Liu Yiming, Feng Quanlong, Zhu Dehai. 2020. Long-term mapping of a greenhouse in a typical protected agricultural region using Landsat imagery and the Google Earth Engine. Remote Sensing, 12(1): 55.
6. 朱德海, 刘逸铭, 冯权泷*, 欧聪, 郭浩, 刘建涛. 2020. 基于GEE的山东省近30年农业大棚时空动态变化研究. 农业机械学报, 51(1): 168-175.
2019年:
1. Feng Quanlong, Yang Jianyu*, Zhu Dehai, Liu Jiantao, Guo Hao, Batsaikhan Bayartungalag, Li Baoguo. 2019. Integrating multitemporal Sentinel-1/2 data for coastal land cover classification using a multibranch convolutional neural network: a case of the Yellow River Delta. Remote Sensing, 11(9): 1006.
2. Feng Quanlong, Zhu Dehai*, Yang Jianyu, Li Baoguo. 2019. Multisource hyperspectral and LiDAR data fusion for urban land-use mapping based on a modified two-branch convolutional neural network. ISPRS International Journal of Geo-Information, 8(1): 28.
3. Yang Ning, Liu Diyou, Feng Quanlong, Xiong Quan, Zhang Lin, Ren Tianwei, Zhao Yuanyuan, Zhu Dehai, Huang Jianxi*. 2019. Large-scale crop mapping based on machine learning and parallel computation with grids. Remote Sensing, 11(12): 1500.
2018年:
1. Liu Jiantao, Feng Quanlong, Gong Jianhua*, Zhou Jieping, Liang Jianming, Li Yi. 2018. Winter wheat mapping using a random forest classifier combined with multi-temporal and multi-sensor data. International Journal of Digital Earth, 11(8): 783-802.
2. Huang Lin, Gong Jianhua*, Li Wenhang, Xu Tao, Shen Shen, Liang Jianming, Feng Quanlong, Zhang Dong, Sun Jun. 2018. Social force model-based group behavior simulation in virtual geographic environments. ISPRS International Journal of Geo-Information, 7(2): 79.
3. 李淑敏, 冯权泷, 梁其椿, 张学庆*. 2018. 基于深度学习的国产高分遥感影像飞机目标自动检测. 遥感技术与应用, 33(6): 1095-1102.
2017年:
1. Dai Yucheng, Gong Jianhua*, Li Yi, Feng Quanlong. 2017. Building segmentation and outline extraction from UAV image-derived point clouds by a line growing algorithm. International Journal of Digital Earth, 10(11): 1077-1097.
2016年:
1. Liu Jiantao, Feng Quanlong, Gong Jianhua*, Zhou Jieping, Li Yi. 2016. Land-cover classification of the Yellow River Delta wetland based on multiple end-member spectral mixture analysis and a random forest classifier. International Journal of Remote Sensing, 37(8): 1845-1867.
2015年:
1. Feng Quanlong, Liu Jiantao, Gong Jianhua*. 2015. UAV remote sensing for urban vegetation mapping using random forest and texture analysis. Remote Sensing, 7(1): 1074-1094.
2. Feng Quanlong, Gong Jianhua, Liu Jiantao, Li Yi*. 2015. Flood mapping based on multiple endmember spectral mixture analysis and random forest classifier—the case of Yuyao, China. Remote Sensing, 7(9): 12539-12562.
3. Feng Quanlong, Gong Jianhua*, Wang Ying, Liu Jiantao, Li Yi, Abdoul Nasser Ibrahim, Liu Qigen, Hu Zhongjun. 2015. Estimating chlorophyll-a concentration based on a four-band model using field spectral measurements and HJ-1A hyperspectral data of Qiandao Lake, China. Remote Sensing Letters, 6(10): 735-744.
4. Feng Quanlong, Liu Jiantao, Gong Jianhua*. 2015. Urban flood mapping based on unmanned aerial vehicle remote sensing and random forest classifier – a case of Yuyao, China. Water, 7(4): 1437-1455.
5. Feng Quanlong, Gong Jianhua*, Liu Jiantao, Li Yi. 2015. Monitoring cropland dynamics of the Yellow River Delta based on multi-temporal Landsat imagery over 1986 to 2015. Sustainability, 7(11): 14834-14858.
6. 冯权泷, 黄明祥, 龚建华*, 于洋洋. 2015. 面向GIS的扶贫开发信息分类编码研究. 地理空间信息, 5: 100-101.
7. 王莹, 刘其根, 冯权泷, 龚建华, 胡忠军*, 胡梦红. 2015. 基于ETM+影像的千岛湖叶绿素a浓度卫星遥感反演研究. 激光生物学报, 24(5): 441-447.
2014年:
1. Feng Quanlong, Gong Jianhua*. 2014. Destriping remotely sensed data using anisotropic diffusion in wavelet domain. In Proceedings of 2014 4th IEEE International Conference on Information Science and Technology (ICIST 2014), 316-319.