Journal of Atmospheric and Environmental Optics, Volume. 19, Issue 6, 717(2024)

Hyperspectral image simulation based on scene spectral library

LI Hao1,4,6, GU Xingfa1,3,5, ZHAN Yulin2,5、*, YANG Jian2, LI Juan2, ZHAO Qichao1,4, TIAN Xiaomin1,4, YANG Xiufeng1,4, and GAO Min2,5
Author Affiliations
  • 1School of Remote Sensing and Information Engineering, North China Institute of Aerospace Engineering,Langfang 065000, China
  • 2Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
  • 3Guangzhou University, Guangzhou 510006, China
  • 4Heibei Spacer Remote Sensing Information Processing and Application of Collaborative Innovation Center,Langfang 065000, China
  • 5University of Chinese Academy of Sciences, Beijing 100049, China
  • 6Hebei Institute of Regional Geological Survey, Langfang 065000, China
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    Figures & Tables(13)
    Research ideas for hyperspectral image simulation
    Technical process of scene spectrum library construction
    Hyperspectral image flow based on scene spectral library
    Retrieval algorithm based on NDVI
    The sketch map of space vector
    Multi spectral image of the research area on March 31, 2019
    10 m level land cover classification map of the research area[16]
    Real hyperspectral images (a) and simulated images (b) of the research area (red-59, green-38, blue-20)
    R2 curve comparison of simulation results in each band
    Comparison of simulation results between two methods. (a) Real hyperspectral images; (b) simulation result based on standard spectral library; (c) simulation result based on scene spectral library
    • Table 1. The parameters of GF-1 satellite WFV1

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      Table 1. The parameters of GF-1 satellite WFV1

      载荷类型波段波段范围/nm空间分辨率/m
      WFV-1相机蓝 (Blue)450–52016
      绿 (Green)520–590
      红 (Red)630–690
      近红外 (NIR)770–890
    • Table 2. The parameters of GF-5 satellite AHSI

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      Table 2. The parameters of GF-5 satellite AHSI

      载荷类型波段数波段范围/μm空间分辨率/m光谱分辨率/nm
      AHSI高光谱相机150 (VNIR)0.4–2.5305 (VNIR)
      180 (SWIR)10 (SWIR)
    • Table 3. R2 statistical analysis of simulation results

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      Table 3. R2 statistical analysis of simulation results

      Spectral libraryMethodMax (R2)Average (R2)Retrieval time/min
      Standard spectral libraryBased on classification0.510570.33627206
      Scene spectral libraryBased on classification0.628720.53043192
      Based on NDVI0.814820.6904351
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    Hao LI, Xingfa GU, Yulin ZHAN, Jian YANG, Juan LI, Qichao ZHAO, Xiaomin TIAN, Xiufeng YANG, Min GAO. Hyperspectral image simulation based on scene spectral library[J]. Journal of Atmospheric and Environmental Optics, 2024, 19(6): 717

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    Paper Information

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    Received: Nov. 24, 2022

    Accepted: --

    Published Online: Jan. 8, 2025

    The Author Email: ZHAN Yulin (zhanyl@aircas.ac.cn)

    DOI:10.3969/j.issn.1673-6141.2024.06.008

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