Lithological mapping with multispectral data - setup and application of a spectral database for rocks in the Balakot area, Northern Pakistan

被引:4
|
作者
Fuchs, Michael [1 ]
Awan, Adnan A. [2 ]
Akhtar, Sardar S. [2 ]
Ahmad, Ijaz [2 ]
Sadiq, Simon [2 ]
Razzak, Asif [2 ]
Haider, Naghmah [3 ]
机构
[1] Fed Inst Geosci & Nat Resources, Stilleweg 2, D-30655 Hannover, Germany
[2] Geol Survey Pakistan, 84,St 3,Sect H-8-1, Islamabad, Pakistan
[3] Geol Survey Pakistan, POB 1461 Shahzad Town, Islamabad, Pakistan
关键词
Lithological mapping; Multispectral data; Spectral library; Normalized difference index; Northern Pakistan; OPHIOLITE COMPLEX; RIVER-BASIN; ASTER; TM;
D O I
10.1007/s11629-016-4101-5
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the frame of landslide susceptibility assessment, a spectral library was created to support the identification of materials confined to a particular region using remote sensing images. This library, called Pakistan spectral library (pklib) version 0.1, contains the analysis data of sixty rock samples taken in the Balakot region in Northern Pakistan. The spectral library is implemented as SQLite database. Structure and naming are inspired by the convention system of the ASTER Spectral Library. Usability, application and benefit of the pklib were evaluated and depicted taking two approaches, the multivariate and the spectral based. The spectral information were used to create indices. The indices were applied to Landsat and ASTER data to support the spatial delineation of outcropping rock sequences in stratigraphic formations. The application of the indices introduced in this paper helps to identify spots where specific lithological characteristics occur. Especially in areas with sparse or missing detailed geological mapping, the spectral discrimination via remote sensing data can speed up the survey. The library can be used not only to support the improvement of factor maps for landslide susceptibility analysis, but also to provide a geoscientific basis to further analyze the lithological spot in numerous regions in the Hindu Kush.
引用
收藏
页码:948 / 963
页数:16
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  • [1] Lithological mapping with multispectral data – setup and application of a spectral database for rocks in the Balakot area, Northern Pakistan
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    Adnan A. Awan
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    Ijaz Ahmad
    Simon Sadiq
    Asif Razzak
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    [J]. Journal of Mountain Science, 2017, 14 : 948 - 963
  • [2] Lithological mapping with multispectral data–setup and application of a spectral database for rocks in the Balakot area, Northern Pakistan
    Michael FUCHS
    Adnan A.AWAN
    Sardar S.AKHTAR
    Ijaz AHMAD
    Simon SADIQ
    Asif RAZZAK
    Naghmah HAIDER
    [J]. Journal of Mountain Science, 2017, 14 (05) : 948 - 963
  • [3] Integration of multispectral and hyperspectral remote sensing data for lithological mapping in Zhob Ophiolite, Western Pakistan
    Muhammad Qasim
    Shuhab D. Khan
    Rashid Haider
    Mehboob ur Rasheed
    [J]. Arabian Journal of Geosciences, 2022, 15 (7)
  • [4] A NEW METHOD FOR LITHOLOGICAL DSCRIMINATION AND MAPPING BY USING ASTER DATA IN DONG CO AREA, NORTHERN TIBET
    Liu, Jianyu
    Liu, Zhibo
    Chen, Li
    Wang, Genhou
    Jia, Limin
    [J]. IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 5497 - 5500
  • [5] Application of hyperspectral techniques to multispectral data: Spectral Mixture Analysis (SMA) in mapping of emergent macrophytes in a water hyacinth infested area
    Idawo, C
    Jajah, M
    Laneve, G
    [J]. REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY V, 2004, 5232 : 293 - 302
  • [6] SPECTRAL ENHANCEMENT OF SEBASS HYPERSPECTRAL DATA AND ITS APPLICATION IN MAPPING OF ULTRAMAFIC ROCKS
    Feng, J.
    Rivard, B.
    Rogge, D. M.
    Grant, B.
    [J]. 2012 4TH WORKSHOP ON HYPERSPECTRAL IMAGE AND SIGNAL PROCESSING (WHISPERS), 2012,
  • [7] Lithological Mapping of Kohat Basin in Pakistan Using Multispectral Remote Sensing Data: A Comparison of Support Vector Machine (SVM) and Artificial Neural Network (ANN)
    Elahi, Fakhar
    Muhammad, Khan
    Din, Shahab Ud
    Khan, Muhammad Fawad Akbar
    Bashir, Shahid
    Hanif, Muhammad
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (23):
  • [8] Digital image processing for lithological and alteration mapping, using SPOT multispectral data. A case study of Pariz area, Kerman Province, Iran
    Ranjbar, H
    Roonwal, GS
    [J]. REMOTE SENSING FOR ENVIRONMENTAL MONITORING, GIS APPLICATIONS, AND GEOLOGY, 2002, 4545 : 207 - 215
  • [9] Distribution of hydrothermally altered rocks in the Reko Diq, Pakistan mineralized area based on spectral analysis of ASTER data
    Rowan, Lawrence C.
    Schmidt, Robert G.
    Mars, John C.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2006, 104 (01) : 74 - 87
  • [10] APPLICATION OF LANDSAT MULTISPECTRAL SCANNER DATA AND SEDIMENT SPECTRAL REFLECTANCE MEASUREMENTS TO MAPPING OF THE MEATIQ DOME, EGYPT
    JACOBBERGER, PA
    ARVIDSON, RE
    RASHKA, DL
    [J]. GEOLOGY, 1983, 11 (10) : 587 - 591