Absolute Radiometric Calibration of ALS Intensity Data: Effects on Accuracy and Target Classification

被引:38
作者
Kaasalainen, Sanna [1 ]
Pyysalo, Ulla [2 ]
Krooks, Anssi [1 ]
Vain, Ants [1 ,3 ]
Kukko, Antero [1 ]
Hyyppa, Juha [1 ]
Kaasalainen, Mikko [4 ]
机构
[1] Finnish Geodet Inst, Dept Remote Sensing & Photogrammetry, Masala 02431, Finland
[2] Finnish Geodet Inst, Dept Geoinformat & Cartog, Masala 02431, Finland
[3] Estonian Univ Life Sci, EE-51014 Tartu, Estonia
[4] Tampere Univ Technol, Dept Math, FIN-33101 Tampere, Finland
来源
SENSORS | 2011年 / 11卷 / 11期
基金
芬兰科学院;
关键词
LiDAR; 42.68.Wt; 42.79.Qx calibration; 06.20.fb remote sensing; 07.07.Df 07.07.Df sensors; remote sensing; TERRESTRIAL LASER SCANNER; LIDAR HEIGHT; AIRBORNE;
D O I
10.3390/s111110586
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Radiometric calibration of airborne laser scanning (ALS) intensity data aims at retrieving a value related to the target scattering properties, which is independent on the instrument or flight parameters. The aim of a calibration procedure is also to be able to compare results from different flights and instruments, but practical applications are sparsely available, and the performance of calibration methods for this purpose needs to be further assessed. We have studied the radiometric calibration with data from three separate flights and two different instruments using external calibration targets. We find that the intensity data from different flights and instruments can be compared to each other only after a radiometric calibration process using separate calibration targets carefully selected for each flight. The calibration is also necessary for target classification purposes, such as separating vegetation from sand using intensity data from different flights. The classification results are meaningful only for calibrated intensity data.
引用
收藏
页码:10586 / 10602
页数:17
相关论文
共 39 条
  • [1] Ahokas E., 2006, Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci., V34, P3
  • [2] Backscatter coefficient as an attribute for the classification of full-waveform airborne laser scanning data in urban areas
    Alexander, Cici
    Tansey, Kevin
    Kaduk, Joerg
    Holland, David
    Tate, Nicholas J.
    [J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2010, 65 (05) : 423 - 432
  • [3] The Properties of Terrestrial Laser System Intensity for Measuring Leaf Geometries: A Case Study with Conference Pear Trees (Pyrus Communis)
    Balduzzi, Mathilde A. F.
    Van der Zande, Dimitry
    Stuckens, Jan
    Verstraeten, Willem W.
    Coppin, Pol
    [J]. SENSORS, 2011, 11 (02): : 1657 - 1681
  • [4] Boyd D.S., 2007, INT ARCH PHOTOGRAMME, V36, P71
  • [5] BRIESE C, 2008, P SPIE LASER RADAR T, V6950, P1
  • [6] Aspects of generating precise digital terrain models in the Wadden Sea from lidar-water classification and structure line extraction
    Brzank, Alexander
    Heipke, Christian
    Goepfert, Jens
    Soergel, Uwe
    [J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2008, 63 (05) : 510 - 528
  • [7] Examining the influence of changing laser pulse repetition frequencies on conifer forest canopy returns
    Chasmer, Laura
    Hopkinson, Chris
    Smith, Brent
    Treitz, Paul
    [J]. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2006, 72 (12) : 1359 - 1367
  • [8] Coastal and estuarine habitat mapping, using LIDAR height and intensity and multi-spectral imagery
    Chust, Guillem
    Galparsoro, Ibon
    Borja, Angel
    Franco, Javier
    Uriarte, Adolfo
    [J]. ESTUARINE COASTAL AND SHELF SCIENCE, 2008, 78 (04) : 633 - 643
  • [9] Salt-marsh characterization, zonation assessment and mapping through a dual-wavelength LiDAR
    Collin, Antoine
    Long, Bernard
    Archambault, Phillippe
    [J]. REMOTE SENSING OF ENVIRONMENT, 2010, 114 (03) : 520 - 530
  • [10] Radiometric correction in laser scanning
    Coren, Franco
    Sterzai, Paolo
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2006, 27 (15) : 3097 - 3104