Volume 42 Issue 9
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LIU Yanxiong, GUO Kai, HE Xiufeng, XU Wenxue, FENG Yikai. Research Progress of Airborne Laser Bathymetry Technology[J]. Geomatics and Information Science of Wuhan University, 2017, 42(9): 1185-1194. DOI: 10.13203/j.whugis20150779
Citation: LIU Yanxiong, GUO Kai, HE Xiufeng, XU Wenxue, FENG Yikai. Research Progress of Airborne Laser Bathymetry Technology[J]. Geomatics and Information Science of Wuhan University, 2017, 42(9): 1185-1194. DOI: 10.13203/j.whugis20150779
shu

Research Progress of Airborne Laser Bathymetry Technology

  • 1.

    School of Earth Science and Engineering, Hohai University, Nanjing 210098, China

  • 2.

    The First Institute of Oceanography, SOA, Qingdao 266061, China

Funds: 

The National Natural Science Foundation of China 41401537

the Basic Scientific Fund for National Public Research Institutes of China 2015P13

More Information
  • Author Bio:

    LIU Yanxiong, PhD, professor, specializes in the theory and application of GNSS, the sea and land integration measurement. E-mail:yxliu@fio.org.cn

  • Corresponding author:

    GUO Kai, PhD candidate. E-mail:gk45@fio.org.cn

  • Received Date: July 24, 2016
  • Available Online: July 26, 2023
  • Published Date: September 04, 2017
    Graphical Abstract
    • Abstract
  • Anunderwater topography survey is a basics part of marine science research, and the main task of hydrographic surveying and charting. The traditional underwater acoustics method that uses a survey boat as a carrier can have difficulties in coastal zones or shallow water. In recent years, the emergence and application of airborne laser bathymetry technology has made up for the technical defects of traditional underwater acoustics, providing a new method to solve the practical engineering problems. This paper introduces the basic principles and error sources in airborne laser bathymetry, and summarizes the current progress and developments The advantages and problems of airborne laser bathymetry technology in the offshore shallow water areas are identified and analyzed for reference. This paper concludes with a discussion of developing trends in this technology.
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    • References (49)
  • [1]
    叶修松. 机载激光水深探测技术基础及数据处理方法研究[D]. 郑州: 信息工程大学测绘学院, 2010 http://cdmd.cnki.com.cn/Article/CDMD-90008-1011057276.htm

    Ye Xiusong.Research on Principle Data Processing Methods of Airborne Laser Bathymetric Technique[D]. Zhengzhou:PLA Information Engineering University, 2010. http://cdmd.cnki.com.cn/Article/CDMD-90008-1011057276.htm
    [2]
    Hickman G D, Hog J E. Application of an Airborne Pulsed Laser for Near Shore Bathymetric Measurements[J]. Remote Sensing of Environment, 1969, 1(1):47-58 doi: 10.1016/S0034-4257(69)90088-1
    [3]
    Huang J, Hu X, Chen W. Electro-optically Q-switched 946 nm Laser of a Composite Nd:YAG Crystal[J]. Chinese Optics Letters, 2015, 13(2):49-52 http://kns.cnki.net/KCMS/detail/detail.aspx?filename=gxkb201502012&dbname=CJFD&dbcode=CJFQ
    [4]
    赖旭东.机载激光雷达基础原理与应用[M].北京:电子工业出版社, 2010:25-34

    Lai Xudong.Basic Principle and Application of Airborne Laser Radar[M]. Beijing:Publishing House of Electronics Industry, 2010:25-34
    [5]
    刘基余, 李松.机载激光测深系统测深误差源的研究[J].武汉测绘科技大学学报, 2000, 25(6):491-494 http://www.cnki.com.cn/Article/CJFDTOTAL-WHCH200006004.htm

    Liu Jiyu, Li Song. Application on Error Sources Surveying Sea-Water Depths with an Airborne Laser Sounding System[J]. Journal of Wuhan Technical University of Surveying and Mapping, 2000, 25(6):491-494 http://www.cnki.com.cn/Article/CJFDTOTAL-WHCH200006004.htm
    [6]
    王越.机载激光浅海测深技术的现状和发展[J].测绘地理信息, 2014, 39(3):38-42 http://www.cnki.com.cn/Article/CJFDTOTAL-CHXG201403012.htm

    Wang Yue.Current Status and Development of Airborne Laser Bathymetry Technology[J]. Journal of Geomatics, 2014, 39(3):38-42 http://www.cnki.com.cn/Article/CJFDTOTAL-CHXG201403012.htm
    [7]
    王建军, 刘吉东.影响机载激光扫描点云精度的测量误差因素分析及其影响大小排序[J].中国激光, 2014, 41(4):247-252 http://www.cnki.com.cn/Article/CJFDTOTAL-JJZZ201404039.htm

    Wang Jianjun, Liu Jidong.Analysis and Sorting of Impacts of Measurement Errors on Positioning Accuracy of Laser Point Cloud Obtained from Airborne Laser Scanning[J]. Chinese Journal of Lasers, 2014, 41(4):247-252 http://www.cnki.com.cn/Article/CJFDTOTAL-JJZZ201404039.htm
    [8]
    陈卫标, 陆雨田, 褚春霖, 等.机载激光水深测量精度分析[J].中国激光, 2004, 31(1):101-104 http://www.cnki.com.cn/Article/CJFDTOTAL-JJZZ200401029.htm

    Chen Weibiao, Lu Yutian, Chu Chunlin, et al.Analyses of Depth Accuracy for Airborne Laser Bathymetry[J]. Chinese Journal of Lasers, 2004, 31(1):101-104 http://www.cnki.com.cn/Article/CJFDTOTAL-JJZZ200401029.htm
    [9]
    叶修松, 张传定, 王爱兵, 等.机载激光水深测量误差分析[J].测绘科学技术学报, 2008, 25(6):400-406 http://www.cnki.com.cn/Article/CJFDTOTAL-JFJC200806003.htm

    Ye Xiusong, Zhang Chuanding, Wang Aibing, et al.Analysis of the Airborne Laser Scanning Bathymetry Errors[J]. Journal of Geomatics Science and Technology, 2008, 25(6):400-406 http://www.cnki.com.cn/Article/CJFDTOTAL-JFJC200806003.htm
    [10]
    姚春华, 陈卫标, 臧华国, 等.机载激光测深系统中的精确海表测量[J].红外与激光工程, 2003, 32(4):351-355 http://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ200304006.htm

    Yao Chunhua, Chen Weibiao, Zang Huaguo, et al.Accurate Measurement of Sea Surface in an Airborne Laser Bathymetry[J]. Infrared and Laser Engineering, 2003, 32(4):351-355 http://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ200304006.htm
    [11]
    Teledyne Optech. CZMIL-Nova Coastal Zone Mapping and Imaging LiDAR[OL]. http://www.teledyneoptech.com/wp-content/uploads/CZMIL-Nova-Intro-Brochure-150626-WEB, 2015
    [12]
    Teledyne Optech. Software-Optech Hydro Fusion[OL]. http://www.teledyneoptech.com/index.php/product/optech-hydrofusion, 2015
    [13]
    Fugro LADS Corporation. Fugro LADS Mk 3 ALB System[OL].http://www.Fugrolads.com/download/datasheets/fugro-lads-Mk3, 2015
    [14]
    Fugro LADS Corporation. Fugro LADS Mk3 and Riegl VQ-820-G Combined[OL].http://www.Fugrolads.com/lads-mk3/Fugro-lads-technology/lads-mk3-riegl-vq-combined, 2015
    [15]
    Airborne Hydrography A B. Leica AHAB HawkEye Ⅲ Topographic & Bathymetric LiDAR System[OL].http://www.airbornehydro.com/sites/default/files/Leica%20AHAB%20HawkEye%20DS, 2015
    [16]
    李建利, 房建成, 康泰钟.机载InSAR运动补偿用激光陀螺位置姿态系统[J].仪器仪表学报, 2012, 33(7):1497-1504 http://www.cnki.com.cn/Article/CJFDTOTAL-YQXB201207009.htm

    Li Jianli, Fang Jiancheng, Kang Taizhong.RLG Position and Orientation System Used for Motion Compensation in Airborne InSAR[J]. Chinese Journal of Scientific Instrument, 2012, 33(7):1497-1504 http://www.cnki.com.cn/Article/CJFDTOTAL-YQXB201207009.htm
    [17]
    RIEGL. RIEGL VQ-820-G[OL].http://www.riegl.com/uploads/tx_pxpriegldownloads/datasheet_VQ-820-G_2015-03-24, 2015
    [18]
    Fugro LADS Corporation. Fugro Set for South West Pacific Campaign With Additional Airborne laser Bathymetry Survey Capability[OL].http://www.fugrolads.com/news/, 2015
    [19]
    胡善江, 贺岩, 臧华国, 等.新型机载激光测深系统及其飞行实验结果[J].中国激光, 2006, 33(9):1163-1167 http://www.cnki.com.cn/Article/CJFDTOTAL-JJZZ200609002.htm

    Hu Shanjiang, He Yan, Zang Huaguo, et al.A New Airborne Laser Bathymetry System and Survey Result[J]. Chinese Journal of Lasers, 2006, 33(9):1163-1167 http://www.cnki.com.cn/Article/CJFDTOTAL-JJZZ200609002.htm
    [20]
    李凯, 张永生, 刘笑迪, 等.机载激光海洋测深系统接收FOV的研究[J].光学学报, 2015, 35(7):40-48 http://www.cnki.com.cn/Article/CJFDTOTAL-GXXB201507005.htm

    Li Kai, Zhang Yongsheng, Liu Xiaodi, et al. Study on Airborne Laser Bathymetric System Receiver Field of View[J]. Acta Optica Sinica, 2015, 35(7):40-48 http://www.cnki.com.cn/Article/CJFDTOTAL-GXXB201507005.htm
    [21]
    彭琳, 刘焱雄, 邓才龙, 等.机载激光测深系统试点应用研究[J].海洋测绘, 2014, 4(34):35-38 http://www.cnki.com.cn/Article/CJFDTOTAL-HYCH201404011.htm

    Peng Lin, Liu Yanxiong, Deng Cailong, et al.Experiment of Airborne Laser Bathymetry[J]. Hydrographic Surveying and Charting, 2014, 4(34):35-38 http://www.cnki.com.cn/Article/CJFDTOTAL-HYCH201404011.htm
    [22]
    翟国君, 吴太旗, 欧阳永忠, 等.机载激光测深技术研究进展[J].海洋测绘, 2012, 32(2):67-70 http://www.cnki.com.cn/Article/CJFDTOTAL-YGJS201604001.htm

    Zhai Guojun, Wu Taiqi, Ouyang Yongzhong, et al.The Development of Airborne Laser Bathymetry[J]. Hydrographic Surveying and Charting, 2012, 32(2):67-70 http://www.cnki.com.cn/Article/CJFDTOTAL-YGJS201604001.htm
    [23]
    翟国君, 王克平, 刘玉红.机载激光测深技术[J].海洋测绘, 2014, 34(2):72-74 http://www.cnki.com.cn/Article/CJFDTOTAL-HYCH201403025.htm

    Zhai Guojun, Wang Keping, Liu Yuhong.Techno-logy of Airborne Laser Bathymetry[J]. Hydrographic Surveying and Charting, 2014, 34(2):72-74 http://www.cnki.com.cn/Article/CJFDTOTAL-HYCH201403025.htm
    [24]
    徐启阳, 杨军, 朱晓, 等.机载激光测深回波信号的处理和研究[J].光子学报, 1996, 25(9):788-792 http://www.cnki.com.cn/Article/CJFDTOTAL-GZXB609.004.htm

    Xu Qiyang, Yang Jun, Zhu Xiao, et al.Processing and Research of Airborne Laser Echo Signal[J]. Acta Photonica Sinica, 1996, 25(9):788-792. http://www.cnki.com.cn/Article/CJFDTOTAL-GZXB609.004.htm
    [25]
    Wang C S, Li Q, Liu Y, et al. A Comparison of Waveform Processing Algorithms for Single-Wavelength LiDAR Bathymetry[J]. ISPRS Journal of Photogrammetry & Remote Sensing, 2015, 101(101):22-35 http://www.sciencedirect.com/science/article/pii/s0924271614002718
    [26]
    Hofton M, Minster J B, Blair J B. Decomposition of Laser Altimeter Waveforms[J]. IEEE Transactions on Geoscience & Remote Sensing, 2000, 38(4):1989-1996
    [27]
    Zwally H J. ICESat Laser Measurements of Polar ice, Atmosphere, Ocean, and Land[J]. Journal of Geodynamics, 2003, 34(1):337-341 http://www.sciencedirect.com/science/article/pii/S026437070200042X
    [28]
    Wagner W, Ullrich A, Ducic V, et al. Gaussian Decomposition and Calibration of a Novel Small-Footprint Full-Waveform Digitising Airborne Laser Scanner[J]. ISPRSprs Journal of Photogrammetry & Remote Sensing, 2006, 60(2):100-112 http://www.sciencedirect.com/science/article/pii/S0924271605001024
    [29]
    Boris J A, Uwe S B. Waveform Processing of Laser Pulses for Reconstruction of Surfaces in Urban Areas[J]. Measurement Techniques, 2005, 36:(Part 8/W27)
    [30]
    Persson A, Soederman U, Toepel J, et al. Visualization and Analysis of Full-Waveform Airborne Laser Scanner Data[J]. Proceedings of SPIE-The International Society for Optical Engineering, 2005, 36:103-108
    [31]
    李奇, 马洪超.基于激光雷达波形数据的点云产生[J].测绘学报, 2008.37(3):349-354 http://kns.cnki.net/KCMS/detail/detail.aspx?filename=chxb200803014&dbname=CJFD&dbcode=CJFQ

    Li Qi, Ma Hongchao.The Study of Point-cloud Production Method Based on Waveform Laser Scanner Data[J]. Acta Geodaetica et Cartographica Sinica, 2008, 37(3):349-354 http://kns.cnki.net/KCMS/detail/detail.aspx?filename=chxb200803014&dbname=CJFD&dbcode=CJFQ
    [32]
    Billard B. Remote Sensing of Scattering Coefficient for Airborne Laser Hydrography[J]. Applied Optics, 1986, 25(13):2099-2108 doi: 10.1364/AO.25.002099
    [33]
    Billard B, Wilsen P J. Sea Surface and Depth Detection in the WRELADS Airborne Depth Sounder[J]. Applied Optics, 1986, 25(13):2059 doi: 10.1364/AO.25.002059
    [34]
    Guenther G C, Brooks M W, Larocque P E. New Capabilities of the "SHOALS" Airborne LiDAR Bathymeter[J]. Remote Sensing of Environment, 2000, 73(2):247-255 doi: 10.1016/S0034-4257(00)00099-7
    [35]
    Guenther G C, Cunningham A G, Larocque P E, et al. Meeting the Accuracy Challenge in Airborne Bathymetry[J]. Proc.Earsel Symp. Workshop on Lidar Remote Sensing of Land & Sea, 2000(1):1
    [36]
    Wong H, Antoniou A. Characterization and Decomposition of Waveforms for Larsen 500 Airborne System[J]. IEEE Transactions on Geoscience & Remote Sensing, 1991, 29(6):912-921
    [37]
    Lin Y C, Mills J P, Smith-Voysey S, et al. Rigorous Pulse Detection from Full-Waveform Airborne Laser Scanning Data[J]. International Journal of Remote Sensing, 2010, 31(5):1303-1324 doi: 10.1080/01431160903380599
    [38]
    赵泉华, 李红莹, 李玉.全波形LiDAR数据分解的可变分量高斯混合模型及RJMCMC算法[J].测绘学报, 2015, 44(12):1367-1377 http://www.cnki.com.cn/Article/CJFDTOTAL-CHXB201512010.htm

    Zhao Quanhua, Li Hongying, Li Yu.Gaussian Mixture Model with Variable Components for Full Waveform LiDAR Data Decomposition and RJMCMC Algorithm[J]. Acta Geodaetica et Cartographica Sinica, 2015, 44(12):1367-1377 http://www.cnki.com.cn/Article/CJFDTOTAL-CHXB201512010.htm
    [39]
    李鹏程, 徐青, 邢帅等.全局收敛LM的激光雷达波形数据分解方法[J].红外与激光工程2015, 44(8):2262-2267 http://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201508006.htm

    Li Pengcheng, Xu Qing, Xing Shuai, et al. Full-Waveform LiDAR Data Decomposition Method Based on Global Convergent LM[J]. Infrared and Laser Engineering, 2015, 44(8):2262-2267 http://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201508006.htm
    [40]
    IHO S-44.IHO Standard for Hydrographic Surveys Special Publication No.44[S]. Monaco:the International Hydrographic Bureau, 2008
    [41]
    Applanix. POS/AV510 Specification Sheet[M].Canada:Applanix, 2007
    [42]
    李建利, 房建成, 康泰钟.机载InSAR运动补偿用激光陀螺位置姿态系统[J].仪器仪表学报, 2012, 33(7):1497-1504 http://www.cnki.com.cn/Article/CJFDTOTAL-YQXB201207009.htm

    Li Jianli, Fang Jiancheng, Kang Taizhong.RLG Position and Orientation System Used for Motion Compensation in Airborne InSAR[J]. Chinese Journal of Scientific Instrument, 2012, 33(7):1497-1504 http://www.cnki.com.cn/Article/CJFDTOTAL-YQXB201207009.htm
    [43]
    洪海斌, 郭杭, 滕长胜, 等.GPS/INS紧耦合系统提高GPS失锁后解算精度的方法[J].测绘科学, 2015, 40(1):14-17 http://www.cnki.com.cn/Article/CJFDTOTAL-CHKD201501003.htm

    Hong Haibin, Guo Hang, Teng Changsheng, et al. Method of Improving Solution Precision After GPS Outages by Using GPS/INS Tightly Coupled System[J]. Science of Surveying and Mapping, 2 015, 40(1):14-17 http://www.cnki.com.cn/Article/CJFDTOTAL-CHKD201501003.htm
    [44]
    刘帅, 孙付平, 李海峰, 等.前后向平滑算法在精密单点定位/INS紧组合数据后处理中的应用[J].中国惯性技术学报, 2015, 23(1):85-91 http://www.cnki.com.cn/Article/CJFDTOTAL-ZGXJ201501019.htm

    Liu Shuai, Sun Fuping, Li Haifeng, et al.Forward-Backward-Smoothing Algorithm with Application to Tightly Coupled PPP/INS Data Post-Processing[J]. Journal of Chinese Inertial Technology, 2015, 23(1):85-91 http://www.cnki.com.cn/Article/CJFDTOTAL-ZGXJ201501019.htm
    [45]
    黄卫军, 李松.基于表面回波的机载激光测深系统的最佳扫描方案[J].激光杂志, 2001, 22(6):54-56 http://www.cnki.com.cn/Article/CJFDTOTAL-JGZZ200106030.htm

    Huang Weijun, Li Song.The Perfect Scanning Configurations of Laser-Based Airborne Hydrographic System[J]. Laser Journal, 2001, 22(6):54-56 http://www.cnki.com.cn/Article/CJFDTOTAL-JGZZ200106030.htm
    [46]
    欧阳永忠, 黄谟涛, 翟国君, 等.机载激光测深中的深度归算技术[J].海洋测绘, 2003, 23(1):1-5 http://www.cnki.com.cn/Article/CJFDTOTAL-HYCH200301000.htm

    Ouyang Yongzhong, Huang Motao, Zhai Guojun, et al.On the Depth Reduction in Airborne Laser Hydrography[J]. Hydrographic Surveying and Charting, 2003, 23(1):1-5 http://www.cnki.com.cn/Article/CJFDTOTAL-HYCH200301000.htm
    [47]
    黄谟涛, 翟国君, 谢锡君, 等.多波束和机载激光测深位置归算及载体姿态影响研究[J].测绘学报, 2000, 29(1):84-90 http://www.cnki.com.cn/Article/CJFDTOTAL-CHXB200001013.htm

    Huang Motao, Zhai Guojun, Xei Xijun.The Influence of Carrier's Attitude and the Position Reduction in Multibeam Echosounding and Airborne Laser Depth Sounding[J]. Acta Geodaetica et Cartographica Sinica, 2000, 29(1):84-90 http://www.cnki.com.cn/Article/CJFDTOTAL-CHXB200001013.htm
    [48]
    黄谟涛, 翟国君, 欧阳永忠, 等.多波束与单波束测深数据的融合处理技术[J].测绘学报, 2001, 30(4):299-303 http://www.cnki.com.cn/Article/CJFDTOTAL-CHXB200104005.htm

    Huang Motao, Zhai Guojun, Ouyang Yongzhong, et al.Data Fusion Technique for Single Beam and Multibeam Echosoundings[J], Acta Geodaetica et Cartographica Sinica, 2001, 30(4):299-303 http://www.cnki.com.cn/Article/CJFDTOTAL-CHXB200104005.htm
    [49]
    陆秀平, 边少锋, 叶修松, 等.机载激光测深精度外部检核方法[J].海洋测绘, 2011, 31(2):1-3 http://www.cnki.com.cn/Article/CJFDTOTAL-HYCH201102000.htm

    Lu Xiuping, Bian Shaofeng, Ye Xiusong, et al.Exterior Check Methods of Airborne Laser Bathymetric Precision[J]. Hydrographic Surveying and Charting, 2011, 31(2):1-3. http://www.cnki.com.cn/Article/CJFDTOTAL-HYCH201102000.htm
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