Evaluation of EO-1 hyperion data for agricultural applications

被引：20
|
作者：
Miglani, Anshu [2 ]
Ray, S. S. [1 ]
Pandey, R. [3 ]
Parihar, J. S. [1 ]
机构：
[1] ISRO, Ctr Space Applicat, ARG, RESIPA, Ahmadabad 380015, Gujarat, India
[2] GIS Dev Pvt Ltd, Noida 201301, India
[3] ICAR Res Complex, Project Directorate Cropping Syst Res, Modipuram 250110, India
来源：
PHOTONIRVACHAK-JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING | 2008年 / 36卷 / 03期
关键词：
Hyperion; Hyperspectral; Remote sensing; Atmospheric correction; Radiance; Principal component; Band selection; Band to band correlation;
D O I：
10.1007/s12524-008-0026-y
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
The present study was carried out to evaluate the satellite-based hyperspectral data available from Hyperion onboard EO-1 of NASA for agricultural applications. The study was carried out for Daurala block of Meerut district, using data of March 2005. The preliminary data analysis showed that there are 196 usable bands out of a total of 242 bands. Principal component (PC) analysis showed that about 99% of the information explained in 10 PCs. The atmospherically corrected reflectance, derived from satellite data had good agreement with the ground reflectance, observed using handheld spectroradiometer, with r(2) ranging from 0.85 to 0.98. A set of twenty most usable bands was selected by the criteria of maximum contribution to first five PCs and the band combinations with least inter-band correlations.
引用
下载
收藏
页码：255 / 266
页数：12
相关论文
共 50 条
  • [31] Characterizing temperate forest structural and spectral diversity with Hyperion EO-1 data
    White, Joanne C.
    Gomez, Cristina
    Wulder, Michael A.
    Coops, Nicholas C.
    REMOTE SENSING OF ENVIRONMENT, 2010, 114 (07) : 1576 - 1589
  • [32] Discrimination of Floor Cover of Dry Deciduous Forest using Hyperion (EO-1) Data
    Christian, Binal
    Krishnayya, N. S. R.
    PHOTONIRVACHAK-JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2008, 36 (02): : 137 - 148
  • [33] Potential of Hyperion EO-1 hyperspectral data for wheat crop chlorophyll content estimation
    Bannari, A.
    Khurshid, K.S.
    Staenz, K.
    Schwarz, J.
    Canadian Journal of Remote Sensing, 2008, 34 (SUPPL. 1)
  • [34] Evaluation of cross-track illumination in EO-1 Hyperion imagery for lithological mapping
    San, B. Taner
    Suzen, M. Lutfi
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 32 (22) : 7873 - 7889
  • [35] Cloud cover detection algorithm for EO-1 Hyperion imagery
    Griffin, M
    Burke, HH
    Mandl, D
    Miller, J
    IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS I - VII, PROCEEDINGS: LEARNING FROM EARTH'S SHAPES AND SIZES, 2003, : 86 - 89
  • [36] Spatial Variability Mapping of Crop Residue Using Hyperion (EO-1) Hyperspectral Data
    Bannari, Abderrazak
    Staenz, Karl
    Champagne, Catherine
    Khurshid, K. Shahid
    REMOTE SENSING, 2015, 7 (06) : 8107 - 8127
  • [37] Discrimination of floor cover of dry deciduous forest using Hyperion (EO-1) data
    Christian B.
    Krishnayya N.S.R.
    Journal of the Indian Society of Remote Sensing, 2008, 36 (2) : 137 - 148
  • [38] SUB-PIXEL MINERAL MAPPING USING EO-1 HYPERION HYPERSPECTRAL DATA
    Kumar, Chandan
    Shetty, Amba
    Raval, Simit
    Champatiray, Prashant Kumar
    Sharma, Richa
    ISPRS TECHNICAL COMMISSION VIII SYMPOSIUM, 2014, 40-8 : 455 - 461
  • [39] Unsupervised classification of EO-1 Hyperion hyperspectral data using Latent Dirichlet Allocation
    Teodor, Costachioiu
    Alzenk, Bashar
    Constantinescu, Rodica
    Datcu, Mihai
    2013 INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS (ISSCS), 2013,
  • [40] Potential of hyperion EO-1 hyperspectral data for wheat crop chlorophyll content estimation
    Bannari, A.
    Khurshid, K. S.
    Staenz, K.
    Schwarz, J.
    CANADIAN JOURNAL OF REMOTE SENSING, 2008, 34 : S139 - S157
12345