• Infrared and Laser Engineering
  • Vol. 52, Issue 9, 20230096 (2023)
Yingying Li1, Ziwei Liu1, Jingkun Zhang2, Linlin Wu1..., Xue Ji1,3,4,* and Mingchang Wang1|Show fewer author(s)
Author Affiliations
  • 1Academy of Earth Exploration Science and Technology, Jilin University, Changchun 130000, China
  • 2Academy of Urban Rail Transportation, Shanghai University of Engineering and Technology, Shanghai 201620, China
  • 3State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China
  • 4Technology Innovation Center for Ocean Telemetry, Ministry of Natural Resources, Qingdao 266061, China
  • show less
    DOI: 10.3788/IRLA20230096 Cite this Article
    Yingying Li, Ziwei Liu, Jingkun Zhang, Linlin Wu, Xue Ji, Mingchang Wang. Classification of full waveform data for monochromatic airborne LiDAR bathymetry based on waveform morphological features[J]. Infrared and Laser Engineering, 2023, 52(9): 20230096 Copy Citation Text show less
    References

    [1] Yongming Liu, Ruru Deng, Yan Qin, . Data processing methods and applications of airborne LiDAR bathymetry. Journal of Remote Sensing, 21, 982-995(2017).

    [2] Jian Chen, Xianglong Jin. Advances in and application of airborne laser bathymetry technology. Marine Science Bulletin, 75-82, 90(2002).

    [3] Guojun Zhai, Keping Wang, Yuhong Liu. Technology of airborne laser bathymetry. Hydrographic Surveying and Charting, 34, 72-75(2014).

    [4] Hongpeng Li, Guoyuan Li, Zhijian Cai, . Full-waveform LiDAR echo decomposition method. Journal of Remote Sensing, 23, 89-98(2019).

    [5] Zhimin Liu, Anxiu Yang, Fanlin Yang, . The feasibility analysis for the airborne LiDAR bathymetry application in marine surveying and charting. Hydrographic Surveying and Charting, 38, 43-47(2018).

    [6] Jianhu Zhao, Yongzhong Ouyang, Aixue Wang. Status and development tendency for seafloor terrain measurement technology. Acta Geodaetica et Cartographica Sinica, 46, 1786-1794(2017).

    [7] Haiying Hu, Zhenyang Hui, Na Li. Airborne LiDAR point cloud classification based on Multiple-entity eigenvector fusion. Chinese Journal of Lasers, 47, 0810002(2020).

    [8] Tiancheng Hu, Bangyi Tao, Zhihua Mao, . Classification of sea and land waveform based on multi-channel ocean lidar. Chinese Journal of Lasers, 44, 0610002(2017).

    [9] Qian Deng, Decheng Wu, Zhiqiang Kuang, . 532 nm/660 nm dual wavelength lidar for self-calibration of water vapor mixing ratio. Infrared and Laser Engineering, 47, 1230004(2018).

    [10] X Ji, Q Tang, W Xu, et al. Island feature classification for single-wavelength airborne lidar bathymetry based on full-waveform parameters. Applied Optics, 60, 3055-3061(2021).

    [11] Yang Zhang, Weidong Huang, Changzhe Dong, . Research on the development of the detection satellite technology in oceanographic lidar. Infrared and Laser Engineering, 49, 20201045(2020).

    [12] J C Fernandez-Diaz, C L Glennie, W E Carter, et al. Early results of simultaneous terrain and shallow water bathymetry mapping using a single-wavelength airborne LiDAR sensor. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7, 623-635(2014).

    [13] Bincai Cao, Shulong Zhu, Zhenge Qiu, . Water-land classification for LiDAR bathymetric data based on echo waveform characteristics. Hydrographic Surveying and Charting, 38, 12-16(2018).

    [14] Guenther G C, LaRocque P E, Lillycrop W J. Multiple surface channels in Scanning Hydrographic Operational Airbne Lidar Survey (SHOALS) airbnZe lidar[C]Proceedings of SPIE, Ocean Optics XII, 1994, 2258: 19.

    [15] Jinhu Wang, Chuanrong Li, Mei Zhou. Analysis of airborne full-waveform LiDAR data for supervised point cloud classification. Remote Sensing Information, 28, 21-27(2013).

    [16] Shijun Fan. Research on classification for airborne full waveform Lidar data based on random forest. Journal of Capital Normal University (Natural Science Edition), 34, 71-73, 78(2013).

    [17] Dandi Wang, Shuai Xing, Qing Xu, . Automatic sea-land waveform classification method for single-wavelength airborne LiDAR bathymetry. Acta Geodaetica et Cartographica Sinica, 51, 750-761(2022).

    [18] Yuchuan Yang, Bitao Tan, Chao Long, . Time-domain characteristics of active detecting echo laser pulse. Infrared and Laser Engineering, 42, 3228-3233(2013).

    [19] Zhiqiang Zuo, Xinming Tang, Guoyuan Li, . Adaptive Gaussian filtering of the full waveform of GF-7 satellite laser altimeter. Infrared and Laser Engineering, 49, 20200251(2020).

    [20] Zhiniu Xu, Zhiwei Hu, Lijuan Zhao, . Highly accurate key parameters extraction algorithm for Brillouin scattering spectrum using Voigt profile. Infrared and Laser Engineering, 47, S122004(2018).

    [21] Tian Wu, Daorui Fu, Yong Peng, . Characteristic parameters of pulse waveform of potential transfer current for live working on tension tower of 1000 kV transmission line. Power System Technology, 46, 2009-2016(2022).

    [22] Peituo Xu, Yuting Tao, Zhipeng Liu, . Comparison of oceanic lidar experiments and simulation results. Infrared and Laser Engineering, 49, 0203007(2020).

    [23] Guoli Wang, Yanpeng Hao, Yanming Li. Pulse current parameter evaluation of typical partial discharge models in oil. Power System Technology, 34-37, 46(2001).

    [24] Yang Zhao, Xiushu Qie, Xiangzhen Kong, . Analysis on the parameters of the current waveforms of triggered lightning. Acta Physica Sinica, 58, 6616-6626(2009).

    [25] Jie Sun, Zulong Lai. Airborne LiDAR feature selection for urban classification using random forests. Geomatics and Information Science of Wuhan University, 39, 1310-1313(2014).

    [26] Yan Xiong, Renqiang Gao, Zhanya Xu. Random forest method for dimension reduction and point cloud classification based on airborne LiDAR. Acta Geodaetica et Cartographica Sinica, 47, 508-518(2018).

    [27] Shufang Song, Ruyang He. Importance measure index system based on random forest. Journal of National University of Defense Technology, 43, 25-32(2021).

    [28] Yun He, Chong Huang, He Li, . Land-cover classification of random forest based on Sentinel-2A image feature optimization. Resources Science, 41, 992-1001(2019).

    Yingying Li, Ziwei Liu, Jingkun Zhang, Linlin Wu, Xue Ji, Mingchang Wang. Classification of full waveform data for monochromatic airborne LiDAR bathymetry based on waveform morphological features[J]. Infrared and Laser Engineering, 2023, 52(9): 20230096
    Download Citation