谭凯
职称:
副研究员
Email:
ktan@sklec.ecnu.edu.cn
联系地址:
上海市闵行区东川路500号华东师范大学河口海岸大楼A313室
中国测绘学会教育工作委员会委员
国际数字地球学会中国国家委员会激光雷达专业委员会委员
科研项目:
1.国家自然科学基金面上项目（项目编号：42471473）
2.国家自然科学基金面上项目（项目编号：42171425）
3. 国家自然科学基金青年科学基金项目（项目编号：41901399）
4. 上海市自然科学基金面上项目（项目编号：22ZR1420900）
5. 上海市青年科技英才扬帆计划（项目编号：18YF1406800）
6. 重庆市自然科学基金面上项目(项目编号： CSTB2022NSCQ-MSX1254)
7. 中国博士后科学基金第62批面上一等资助项目（项目编号：2017M620141）
学术论文:
[20]Yao Siqi, Tan Kai#, Yanjun Wang, Weiguo Zhang, Shuai Liu, Jianru Yang. Estimating terrain elevations at 10 m resolution by Integrating random
forest machine learning model and ICESat-2, Sentinel-1, and Sentinel-2 satellite remotely sensed data [J]. International Journal of Applied Earth
Observations and Geoinformation, 2024, 132, 104010.
[19]周若彤，谭凯，杨建儒，韩江涛，张卫国. 结合 SAM 视觉分割模型与随机森林机器学习的无人机影像盐沼植被“精灵圈”提取[J].海洋学
报,2024,46(05): 116-126.
[18]Kunbo Liu, Shuai Liu, Kai Tan, Mingbo Yin, Pengjie Tao. ANN-Based Filtering of Drone LiDAR in Coastal Salt Marshes Using Spatial–Spectral
Features. Remote Sensing. 16: 3373.
[17]Han Xu, Liu Chong, Zhou Yuzhou, Tan Kai, Dong Zhen, Yang Bisheng. WHU-Urban3D: An urban scene LiDAR point cloud dataset for semantic
instance segmentation[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 209: 500-513.
[16]Wu Xixiu, Tan Kai, Liu Shuai*, Wang Feng, Tao Pengjie, Wang Yanjun, Cheng Xiaolong. Drone multiline light detection and ranging data filtering in
coastal salt marshes using extreme gradient boosting model. Drones, 2024, 8, 13.
[15] Liu Shuai, Tan Kai#, Tao Pengjie, Yang Jianru, Zhang Weiguo, Wang Yanjun. Rigorous density correction model for single-scan TLS point clouds[J].
IEEE Transactions on Geoscience and Remote Sensing, 2023.
[14]Yang Jianru, Tan Kai#, Liu Shuai, Zhang Weiguo, Tao Pengjie. Inshore marine litter detection using radiometric and geometric data of terrestrial
laser scanners [J]. International Journal of Applied Earth Observations and Geoinformation, 2023, 116: 103149.
[13] Tao Pengjie, Tan Kai#, Ke Tao, Liu Shuai, Zhang Weiguo, Yang Jianru, Zhu Xiangjie. Recognition of ecological vegetation fairy circles in intertidal
salt marshes from UAV LiDAR point clouds [J].International Journal of Applied Earth Observations and Geoinformation, 2022, 114: 103029.
[12]Tan Kai, Ke Tao#, Tao Pengjie#, Liu Kunbo, Duan Yansong, Zhang Weiguo, Wu Songbo. Discriminating forest leaf and wood components in TLS
point clouds at single-scan level using derived geometric quantities [J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, 5701517.
[11]杨建儒, 谭凯#，张卫国，刘帅.地面激光雷达点云数据中滩涂湿地禾本科植物的茎叶分离方法[J].中国激光. 2022, 49(13): 1310001.
[10] 刘帅，栾奎峰#，谭凯，张卫国.基于无人机LiDAR点云的多类型植被覆盖滩涂地形滤波[J].遥感技术与应用, 2021, 36(6):1272-1283.
[9]Tan Kai#, Zhang Weiguo, Dong Zhen, Cheng Xiaolong, Cheng Xiaojun. Leaf and wood separation for individual trees using the intensity and density
data of terrestrial laser scanners [J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(8): 7038-7050.
[8] Gao Wenli, Shen Fang#, Tan Kai, Zhang Weiguo, Liu Quanxing, Nina S.N. Lam, Ge Jianzhong. Monitoring terrain elevation of intertidal wetlands
by utilising the spatial-temporal fusion of multi-source satellite data: A case study in the Yangtze (Changjiang) Estuary[J]. Geomorphology, 2021,
383, 107683.
[7] Tan Kai#, Chen Jin, Zhang Weiguo, Liu Kunbo, Tao Pengjie, Cheng Xiaojun. Estimation of soil surface water contents for intertidal mudflats using a
near-infrared long-range terrestrial laser scanner [J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 159: 129-139.
[6]陈锦, 谭凯#, 张卫国. 基于地面三维激光扫描强度数据的潮滩表层含水量估算[J]. 地球信息科学学报, 2020, 22(2): 290-297.
[5] Tan Kai#, Chen Jin, Qian Weiwei, Zhang Weiguo, Shen Fang, Cheng Xiaojun. Intensity data correction for long-range terrestrial laser scanners: A
case study of target differentiation in an intertidal zone[J]. Remote Sensing, 2019, 11(3): 331.
[4] Zhang Bochen, Ding Xiaoli#, Werner Charles, Tan Kai, Zhang Bin, Jiang Mi, Zhao Jinwen, Xu Youlin. Dynamic displacement monitoring of long-
span bridges with a microwave radar interferometer[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 138: 252-264.
[3] Tan Kai#, Cheng Xiaojun, Ding Xiaoli, Zhang Qi. Intensity data correction for the distance effect in terrestrial laser scanners[J]. IEEE Journal of
Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(1): 304-312.
[2] Tan Kai#, Cheng Xiaojun, Ju Qiaoqiao, Wu Songbo. Correction of mobile TLS intensity data for water leakage spots detection in metro tunnels[J].
IEEE Geoscience and Remote Sensing Letters, 2016, 13: 1711-1715.
[1] Tan Kai#, Cheng Xiaojun, Cheng Xiaolong. Modeling spectral reflectance for natural surfaces based on terrestrial laser scanning backscattered
intensity data[J]. Optics Express, 2016, 24(20): 22971-22988.