DEVELOPMENT OF A METHOD TO DETECT CORAL BLEACHING USING AIRBORNE HYPERSPECTRAL SENSOR

被引:1
|
作者
Takeda, Tomomi [1 ]
Kakuta, Satomi
Kashimura, Osamu [1 ]
Matsunaga, Tsuneo
机构
[1] Japan Space Syst, Minato Ku, Tokyo 1050011, Japan
关键词
CASI; Okinawa; ISODATA; bottom index; first derivative;
D O I
10.1109/IGARSS.2012.6351864
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In recent years, coral bleaching is becoming one of the environmental problems all over the world. In order to monitor this bleaching, remote sensing is expected as a effective tool. Although existing multispectral imager can detect coral bleaching, it cannot detect whether coral became death or living after bleaching. In this study, we used airborne hyperspectral imager and classified bottom type to detect coral death or living. The classification was conducted by ISODATA classification using bottom index and first derivative imageries calculated from hyperspectral data. We verified the accuracy of classification with thirty ground truths and found that twenty-four points were correctly classified and six points were misclassified.
引用
收藏
页码:7617 / 7620
页数:4
相关论文
共 50 条
  • [1] A MONITORING METHOD OF CORAL BLEACHING AND RECOVERY BY USING HYPERSPECTRAL SENSOR
    Kakuta, Satomi
    Ariyasu, Emiko
    Asada, Norichika
    Takeda, Tomomi
    Matsunaga, Tsuneo
    Yamano, Hiroya
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 1598 - 1601
  • [2] AIRBORNE HYPERSPECTRAL SENSOR SYSTEMS
    BIRK, RJ
    MCCORD, TB
    IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE, 1994, 9 (10) : 26 - 33
  • [3] Using Colour as a Marker for Coral 'Health': A Study on Hyperspectral Reflectance and Fluorescence Imaging of Thermally Induced Coral Bleaching
    Teague, Jonathan
    Willans, Jack
    Megson-Smith, David A.
    Day, John C. C.
    Allen, Michael J.
    Scott, Thomas B.
    OCEANS-SWITZERLAND, 2022, 3 (04): : 547 - 556
  • [4] Detection of Coral Bleaching on Sekisei Lagoon Using Multispectral Sensor Data
    Ariyasu, Emiko
    Kakuta, Satomi
    Asada, Norichika
    Matsunaga, Tsuneo
    REMOTE SENSING OF THE MARINE ENVIRONMENT II, 2012, 8525
  • [5] Airborne measurements in the longwave infrared using an imaging hyperspectral sensor
    Allard, Jean-Pierre
    Chamberland, Martin
    Farley, Vincent
    Marcotte, Frederick
    Rolland, Matthias
    Vallieres, Alexandre
    Villemaire, Andre
    IMAGING SPECTROMETRY XIII, 2008, 7086
  • [6] Airborne measurements in the longwave infrared using an imaging hyperspectral sensor
    Allard, Jean-Pierre
    Chamberland, Martin
    Farley, Vincent
    Marcotte, Frederick
    Rolland, Matthias
    Vallieres, Alexandre
    Villemaire, Andre
    GROUND-BASED AND AIRBORNE INSTRUMENTATION FOR ASTRONOMY II, PTS 1-4, 2008, 7014 : Q143 - Q143
  • [7] Airborne measurements in the longwave infrared using an imaging hyperspectral sensor
    Allard, Jean-Pierre
    Chamberland, Martin
    Farley, Vincent
    Marcotte, Frederick
    Rolland, Matthias
    Vallieres, Alexandre
    Villemaire, Andre
    CHEMICAL, BIOLOGICAL, RADIOLOGICAL, NUCLEAR, AND EXPLOSIVES (CBRNE) SENSING IX, 2008, 6954
  • [8] MAPPING OF SOIL SALINITY USING AN AIRBORNE HYPERSPECTRAL SENSOR IN WESTERN AUSTRALIA
    Kobayashi, Chiaki
    Lau, Ian C.
    Wheaton, Buddy
    Bourke, Lindsay
    Kakuta, Satomi
    Tachikawa, Tetsushi
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 2684 - 2687
  • [9] Applied marine hyperspectral imaging; coral bleaching from a spectral viewpoint
    Teague, Jonathan
    Willans, Jack
    Allen, Michael J.
    Scott, Thomas B.
    Day, John C.C.
    Spectroscopy Europe, 2019, 31 (01): : 13 - 17
  • [10] Investigating coral hyperspectral properties across coral species and coral state using hyperspectral imaging
    Mehrubeoglu, Mehrube
    Smith, Dustin K.
    Smith, Shane W.
    Strychar, Kevin B.
    McLauchlan, Lifford
    IMAGING SPECTROMETRY XVIII, 2013, 8870