• 中国中文核心期刊
  • 中国农林核心期刊
  • 中国期刊方阵双效期刊
  • RCCSE中国核心学术期刊
  • 中国科学引文数据库(核心库)来源期刊

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

机载激光雷达和地基激光雷达林业应用现状

刘鲁霞 庞勇

刘鲁霞, 庞勇. 机载激光雷达和地基激光雷达林业应用现状[J]. 世界林业研究, 2014, 27(1): 49-56. doi: 10.13348/j.cnki.sjlyyj.2014.01.009
引用本文: 刘鲁霞, 庞勇. 机载激光雷达和地基激光雷达林业应用现状[J]. 世界林业研究, 2014, 27(1): 49-56. doi: 10.13348/j.cnki.sjlyyj.2014.01.009
Luxia Liu, Yong Pang. Applications of Airborne Laser Scanning and Terrestrial Laser Scanning to Forestry[J]. WORLD FORESTRY RESEARCH, 2014, 27(1): 49-56. doi: 10.13348/j.cnki.sjlyyj.2014.01.009
Citation: Luxia Liu, Yong Pang. Applications of Airborne Laser Scanning and Terrestrial Laser Scanning to Forestry[J]. WORLD FORESTRY RESEARCH, 2014, 27(1): 49-56. doi: 10.13348/j.cnki.sjlyyj.2014.01.009

机载激光雷达和地基激光雷达林业应用现状

doi: 10.13348/j.cnki.sjlyyj.2014.01.009
基金项目: 

国家高技术研究发展计划(863)项目全球森林生物量和碳储量遥感估测关键技术 2012AA12A306

详细信息
    作者简介:

    刘鲁霞(1988-),女,硕士,主要研究方向为激光雷达林业应用,E-mail:liuluxiaok@126.com

    通讯作者:

    庞勇(1976-),男,副研究员,E-mail:pangy@caf.ac.cn

  • 中图分类号: S758.5, S771.8

Applications of Airborne Laser Scanning and Terrestrial Laser Scanning to Forestry

  • 摘要: 激光雷达技术可以直接获取地物的三维信息,在森林参数反演方面具有独特优势。近年来,机载激光雷达与地基激光雷达在林业上的应用取得很大进展,在森林调查中应用广泛。文中介绍了机载激光雷达与地基激光雷达在森林参数提取中的应用,并分析了两者的优缺点;概述了2种数据结合在森林参数反演中的应用,并对应用前景进行了展望。
  • [1] Lefsky M A, Cohen W B, Parker G G, et al. Lidar remote sensing for ecosystem studies[J]. Bioscience, 2002, 52(1):19-30. doi: 10.1641/0006-3568(2002)052[0019:LRSFES]2.0.CO;2
    [2] Kwak D A, Lee W K, Cho H K. Estimation of LAI using LiDAR remote sensing in forest[C]. ISPRS Workshop on Laser Scanning, Espoo, Finland, September, 2007: 12-14.
    [3] 马利群, 李爱农.激光雷达在森林垂直结构参数估算中的应用[J].世界林业研究, 2011, 24(1):41-45. http://www.sjlyyj.com/ch/reader/view_abstract.aspx?flag=1&file_no=20110107&journal_id=sjlyyj
    [4] 李丹, 庞勇, 岳彩荣.地基激光雷达在森林参数反演中的应用[J].世界林业研究, 2012, 25(6):34-39. http://www.sjlyyj.com/ch/reader/view_abstract.aspx?flag=1&file_no=20120606&journal_id=sjlyyj
    [5] Pang Y, Li Z Y, Ju H B, et al. LiCHY: CAF's LiDAR, CCD and hyperspectral airborne imager[C]. 13th International Conference on LiDAR Applications for Assessing Forest Ecosystems(SilviLaser 2013), Beijing, China, Oct. 2013.
    [6] Coops N C, Hilker T, Wulder M A, et al. Estimating canopy structure of Douglas-fir forest stands from discrete-return LiDAR[J]. Trees, 2007, 21(3): 295-310. doi: 10.1007/s00468-006-0119-6
    [7] Thomas V, Treitz P, McCaughey J H, et al. Mapping stand-level forest biophysical variables for a mixed wood boreal forest using lidar: an examination of scanning density[J]. Canadian Journal of Forest Research, 2006, 36(1): 34-47. doi: 10.1139/x05-230
    [8] Asner G P, Mascaro J, Muller-Landau H C, et al. A universal airborne LiDAR approach for tropical forest carbon mapping[J]. Oecologia, 2012, 168(4): 1147-1160. doi: 10.1007/s00442-011-2165-z
    [9] Koukoulas S, Blackburn G A. Quantifying the spatial properties of forest canopy gaps using LiDAR imagery and GIS[J]. International Journal of Remote Sensing, 2004, 25(15): 3049-3072. doi: 10.1080/01431160310001657786
    [10] Popescu S C, Wynne R H. Seeing the trees in the forest: using LiDAR and multispectral data fusion with local filtering and variable window size for estimating tree height[J]. Photogram-metric Engineering & Remote Sensing, 2004, 70(5):589-604. http://cn.bing.com/academic/profile?id=289a1fd916a992812b64d728f9cc4efd&encoded=0&v=paper_preview&mkt=zh-cn
    [11] Chen Q, Baldocchi D, Gong P, et al. Isolating individual trees in a savanna woodland using small footprint lidar data[J]. Photogrammetric Engineering and Remote Sensing, 2006, 72(8): 923-932. doi: 10.14358/PERS.72.8.923
    [12] Koch B, Heyder U, Weinacker H. Detection of individual tree crowns in airborne lidar data[J]. Photogrammetric Engineering and Remote Sensing, 2006, 72(4): 357-363. doi: 10.14358/PERS.72.4.357
    [13] 赵旦. 基于激光雷达和高光谱遥感的森林单木关键参数提取[D]. 北京: 中国林业科学研究院, 2012: 62-85.
    [14] Morsdorf F, Meier E, Kötz B, et al. LIDAR-based geometric reconstruction of boreal type forest stands at single tree level for forest and wildland fire management[J]. Remote Sensing of Environment, 2004, 92(3): 353-362. doi: 10.1016/j.rse.2004.05.013
    [15] Reitberger J, Schnörr C, Krzystek P, et al. 3D segmentation of single trees exploiting full waveform LIDAR data[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2009, 64(6): 561-574. doi: 10.1016/j.isprsjprs.2009.04.002
    [16] Ritchie J C, Evans D L, Jacobs D, et al. Measuring canopy structure with an airborne laser altimeter[J]. Transactions of the ASAE, 1993, 36(4): 1235-1238. doi: 10.13031/2013.28456
    [17] Riaño D, Valladares F, Condés S, et al. Estimation of leaf area index and covered ground from airborne laser scanner (Lidar) in two contrasting forests[J]. Agricultural and Forest Meteorology, 2004, 124(3): 269-275. http://cn.bing.com/academic/profile?id=14bcefe36bf76d536c1909ae13d1f054&encoded=0&v=paper_preview&mkt=zh-cn
    [18] Zhao K, Popescu S. LiDAR-based mapping of leaf area index and its use for validating GLOBCARBON satellite LAI product in a temperate forest of the southern USA[J]. Remote Sensing of Environment, 2009, 113(8): 1628-1645. doi: 10.1016/j.rse.2009.03.006
    [19] Cheng K W, Li P L, Yi H T, et al. Estimation of forest leaf area index using laser penetration indices derived from airborne LiDAR data[C]. 13th International Conference on LiDAR Applications for Assessing Forest Ecosystems(SilviLaser 2013), Beijing, China, Oct. 2013.
    [20] Næsset E, Økland T. Estimating tree height and tree crown properties using airborne scanning laser in a boreal nature reserve[J]. Remote Sensing of Environment, 2002, 79(1):105-115. doi: 10.1016/S0034-4257(01)00243-7
    [21] MacArthur R H, Horn H S. Foliage profile by vertical measurements[J].Ecological Society of America, 1969, 50(5):802-804. http://cn.bing.com/academic/profile?id=eb283ea3b8b301bbc7edfdd5a9d8074f&encoded=0&v=paper_preview&mkt=zh-cn
    [22] Lefsky M A, Cohen W B, Acker S A, et al. Lidar remote sensing of the canopy structure and biophysical properties of Douglas-fir western hemlock forests [J]. Remote Sensing of Environment, 1999, 70(3): 339-361. doi: 10.1016/S0034-4257(99)00052-8
    [23] Riano D, Meier E, Allgoewer B, et al. Modeling airborne laser scanning data for the spatial generation of critical forest parameters in fire behavior modeling[J]. Remote Sensing of Environment, 2003, 86(2):177-186. doi: 10.1016/S0034-4257(03)00098-1
    [24] Zimble D A, Evans D L, Carlson G C, et al. Characterizing vertical forest structure using small-footprint airborne LiDAR[J]. Remote Sens Environ, 2003, 87(2):171-18. http://d.old.wanfangdata.com.cn/NSTLQK/NSTL_QKJJ027031048/
    [25] Maltamo M, Eerikäinen K, Pitkänen J, et al. Estimation of timber volume and stem density based on scanning laser altimetry and expected tree size distribution functions[J]. Remote Sensing of Environment, 2004, 90(3):319-330. doi: 10.1016/j.rse.2004.01.006
    [26] MacLean G A, Krabill W B. Gross merchantable timber volume estimation using an airborne LiDAR system[J].Canadian Journal of Remote Sensing, 1986, 12(1):7-l8 doi: 10.1080/07038992.1986.10855092
    [27] Zhao K, Popescu S, Nelson R. Lidar remote sensing of forest biomass: a scale-invariant estimation approach using airborne lasers[J]. Remote Sensing of Environment, 2009, 113(1): 182-196. doi: 10.1016/j.rse.2008.09.009
    [28] Holmgren J, Persson Å. Identifying species of individual trees using airborne laser scanner[J]. Remote Sensing of Environment, 2004, 90(4): 415-423. doi: 10.1016/S0034-4257(03)00140-8
    [29] Ørka H O, Nåsset E, Bollandsås O M. Classifying species of individual trees by intensity and structure features derived from airborne laser scanner data[J]. Remote Sensing of Environment, 2009, 113(6): 1163-1174. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=JJ0211558611
    [30] 徐光彩. 小光斑波形激光雷达森林LAI和单木生物量估测研究[D]. 北京: 中国林业科学研究院, 2013.
    [31] Hollaus M, Mücke W, Hofle B, et al. Tree species classification based on full-waveform airborne laser scanning data[C]//Proceedings of Silvilaser, 2009: 54-62.
    [32] Reitberger J, Krzystek P, Stilla U. Analysis of full waveform LIDAR data for the classification of deciduous and coniferous trees[J]. International Journal of Remote Sensing, 2008, 29(5): 1407-1431. doi: 10.1080/01431160701736448
    [33] Heinzel J, Koch B. Exploring full-waveform LiDAR parameters for tree species classification[J]. International Journal of Applied Earth Observation and Geoinformation, 2011, 13(1): 152-160. doi: 10.1016/j.jag.2010.09.010
    [34] Litkey P, Liang X, Kaartinen H, et al. Single-scan TLS methods for forest parameter retrieval[C]. 8th International Conference on LiDAR Applications in Forest Assessment and Inventory(SilviLaser 2008), Heriot-Watt University, Edinburgh, UK, 17-19 September, 2008: 295-304.
    [35] Bienert A, Scheller S, Keane E, et al. Tree detection and diameter estimations by analysis of forest terrestrial laser scanner point clouds [C]. ISPRS Workshop on Laser Scanning, Espoo, Finland, September 12-14, 2007: 50-55.
    [36] Király G, Brolly G. Tree height estimation methods for terrestrial laser scanning in a forest reserve[J]. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2007, 36(Part 3):211-215. http://cn.bing.com/academic/profile?id=b14b776db2290b9cffacd40e1684abf3&encoded=0&v=paper_preview&mkt=zh-cn
    [37] Aschoff T, Thies M, Spiecker H. Describing forest stands using terrestrial laser-scanning[J]. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2004, 35(Part B): 237-241. http://cn.bing.com/academic/profile?id=3c96e4f4d479c9b083cfd0efbdde548e&encoded=0&v=paper_preview&mkt=zh-cn
    [38] Strahler A H, Jupp D L B, Woodcock C E, et al. Retrieval of forest structural parameters using a ground-based lidar instrument (Echidna®)[J]. Canadian Journal of Remote Sensing, 2008, 34(Sup2): S426-S440. doi: 10.5589/m08-046
    [39] Hopkinson C, Chasmer L, Young-Pow C, et al. Assessing forest metrics with a ground-based scanning LiDAR[J]. Canadian Journal of Remote Sensing, 2004, 34(3):573-583. http://d.old.wanfangdata.com.cn/NSTLQK/NSTL_QKJJ023066999/
    [40] Hildebrandt R, Iost A. From points to numbers: a database-driven approach to convert terrestrial LiDAR point clouds to tree volumes[J].European Journal of Forest Research, 2012, 131(6): 1857-1867. doi: 10.1007/s10342-012-0638-1
    [41] Kiraly G, Brolly G. Volume calculations of single trees based on terrestrial laser scanning[C]. the 10th International Conference on LiDAR Applications for Assessing Forest Ecosystem(Silvilaser 2010), Freiburg, Germany, 14-17 September, 2010.
    [42] Pfeifer N, Gorte B, Winterhalder D. Automatic reconstruction of single trees from terrestrial laser scanner data[C]//Proceedings of 20th ISPRS Congress, Istanbul, Turkey, 2004: 114-119.
    [43] 黄洪宇, 陈崇成, 邹杰, 等.基于地面激光雷达点云数据的单木三维建模综述[J].林业科学, 2013, 49(4):123-130. http://d.old.wanfangdata.com.cn/Periodical/lykx201304018
    [44] Bayer D, Seifert S, Pretzsch H. Structural crown properties of Norway spruce[Picea abies(L.) Karst.] and European beech [Fagus sylvatica(L.)] in mixed versus pure stands revealed by terrestrial laser scanning[J]. Trees, 2013, 27(4):1035-1047. doi: 10.1007/s00468-013-0854-4
    [45] Jupp D L B, Culvenor D S, Lovell J L, et al. Estimating forest LAI profiles and structural parameters using a ground-based laser called 'Echidna®' [J]. Tree physiology, 2009, 29(2): 171-181. http://cn.bing.com/academic/profile?id=5b02fc7523282ab456f902a7e84c58f5&encoded=0&v=paper_preview&mkt=zh-cn
    [46] Moorthy I, Miller J R, Hu B, et al. Retrieving crown leaf area index from an individual tree using ground-based lidar data[J]. Canadian Journal of Remote Sensing, 2008, 34(3): 320-332. http://cn.bing.com/academic/profile?id=0bec38fe1713e2c075a9c1e3ab4b9ccd&encoded=0&v=paper_preview&mkt=zh-cn
    [47] Danson F M, Hetherington D, Morsdorf F, et al. Forest canopy gap fraction from terrestrial laser scanning[J]. Geoscience and Remote Sensing Letters, IEEE, 2007, 4(1): 157-160. doi: 10.1109/LGRS.2006.887064
    [48] Zheng G, Moskal L M. Computational geometry based retrieval of effective Leaf area index using terrestrial laser scanning[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(10):3958-3969. doi: 10.1109/TGRS.2012.2187907
    [49] Yao T, Yang X, Zhao F, et al. Measuring forest structure and biomass in New England forest stands using Echidna ground-based LiDAR[J]. Remote sensing of Environment, 2011, 115(11): 2965-2974. doi: 10.1016/j.rse.2010.03.019
    [50] Seidel D, Albert K, Fehrmann L, et al. The potential of terrestrial laser scanning for the estimation of understory biomass in coppice-with-standard systems[J]. Biomass and Bioenergy, 2012, 47:20-25 doi: 10.1016/j.biombioe.2012.10.009
    [51] Hauglin M, Astrup R, Gobakken T, et al. Estimating single-tree branch biomass of Norway spruce with terrestrial laser scanning using voxel-based and crown dimension features[J]. Scandinavian Journal of Forest Research, 2013, 28(5):456-469. doi: 10.1080/02827581.2013.777772
    [52] Doneus M, Briese C, Studnicka N. Analysis of full-waveform ALS data by simultaneously acquired TLS data: Towards an advanced DTM generation in wooded areas[DB/OL]. (2010). [2013-07-27]. http://www.riegl.co.at/uploads/tx_pxpriegldownloads/LIDR-228_final_version.pdf.
    [53] Lindberg E, Holmgren J, Olofsson K, et al. Estimation of stem attributes using a combination of terrestrial and airborne laser scanning[J]. European Journal of Forest Research, 2012, 131(6): 1917-1931. doi: 10.1007/s10342-012-0642-5
    [54] Jung S E, Kwak D A, Park T, et al. Estimating crown variables of individual trees using airborne and terrestrial laser scanners[J]. Remote Sensing, 2011, 3(11): 2346-2363. doi: 10.3390/rs3112346
    [55] Yang X Y, Schaaf C, Alan Strahler, et al. Studying canopy structure in three-dimensional space using terrestrial full-waveform LiDAR scans[C]. 13th International Conference on LiDAR Applications for Assessing Forest Ecosystems(SilviLaser 2013), Beijing, China, Oct. 2013.
    [56] Hilker T, van Leeuwen M, Coops N C, et al. Comparing canopy metrics derived from terrestrial and airborne laser scanning in a Douglas-fir dominated forest stand[J]. Trees, 2010, 24(5): 819-832. doi: 10.1007/s00468-010-0452-7
    [57] Fritz A, Weinacker H, Koch B. A method for linking TLS-and ALS-derived trees[C]. Proceedings of SilviLaser 2011, Hobart, Australia, Oct. 16-20, 2011.
    [58] Hopkinson C, Lovell J, Chasmer L, et al. Integrating terrestrial and airborne lidar to calibrate a 3D canopy model of effective leaf area index [J]. Remote Sensing of Environment, 2013, 136:301-314. doi: 10.1016/j.rse.2013.05.012
    [59] Liu Luxia, Pang Yong. Integrating terrestrial and airborne Lidar to calibrate vertical distribution of foliage area[C]. 13th International Conference on LiDAR Applications for Assessing Forest Ecosystems(SilviLaser 2013), Beijing, China, Oct. 2013.
  • 加载中
计量
  • 文章访问数:  3416
  • HTML全文浏览量:  30
  • PDF下载量:  4436
  • 被引次数: 0
出版历程
  • 收稿日期:  2013-09-02
  • 修回日期:  2013-12-28
  • 刊出日期:  2014-02-01

目录

    /

    返回文章
    返回