메뉴 건너뛰기




Volumn 124, Issue , 2012, Pages 666-678

A per-pixel, non-stationary mixed model for empirical line atmospheric correction in remote sensing

Author keywords

Empirical line method (ELM); Heteroskedastic; Linear mixed model (LMM); Model based geostatistics; Non stationarity

Indexed keywords

EMPIRICAL LINE; HETEROSKEDASTIC; LINEAR MIXED MODELS; MODEL-BASED GEOSTATISTICS; NON-STATIONARITIES;

EID: 84864031555     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2012.05.033     Document Type: Article
Times cited : (23)

References (45)
  • 1
    • 78651246859 scopus 로고    scopus 로고
    • Local likelihood estimation for nonstationary random fields
    • Anderes E.B., Stein M.L. Local likelihood estimation for nonstationary random fields. Journal of Multivariate Analysis 2011, 102(3):506-520.
    • (2011) Journal of Multivariate Analysis , vol.102 , Issue.3 , pp. 506-520
    • Anderes, E.B.1    Stein, M.L.2
  • 2
    • 33747012308 scopus 로고    scopus 로고
    • On the temporal stability of ground calibration targets: Implications for the reproducibility of remote sensing methodologies
    • Anderson K., Milton E.J. On the temporal stability of ground calibration targets: Implications for the reproducibility of remote sensing methodologies. International Journal of Remote Sensing 2006, 27(16):3365-3374.
    • (2006) International Journal of Remote Sensing , vol.27 , Issue.16 , pp. 3365-3374
    • Anderson, K.1    Milton, E.J.2
  • 5
    • 0023823146 scopus 로고
    • An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data
    • Chavez P.S. An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data. Remote Sensing Of Environment 1988, 24(3):459-479.
    • (1988) Remote Sensing Of Environment , vol.24 , Issue.3 , pp. 459-479
    • Chavez, P.S.1
  • 6
    • 79957855738 scopus 로고    scopus 로고
    • The selection of appropriate spectrally bright pseudo-invariant ground targets for use in empirical line calibration of SPOT satellite imagery
    • Clark B., Suomalainen J., Pellikka P. The selection of appropriate spectrally bright pseudo-invariant ground targets for use in empirical line calibration of SPOT satellite imagery. ISPRS Journal of Photogrammetry And Remote Sensing 2011, 66(4):429-445.
    • (2011) ISPRS Journal of Photogrammetry And Remote Sensing , vol.66 , Issue.4 , pp. 429-445
    • Clark, B.1    Suomalainen, J.2    Pellikka, P.3
  • 7
    • 0347843848 scopus 로고    scopus 로고
    • Surface reflectance calibration of terrestrial imaging spectroscopy data: A tutorial using AVIRIS
    • Jet Propulsion Laboratory,
    • Clark R.N., Swayze G.A., Livo K.E., Kokaly R.F., King T.V.V., Dalton J.B., et al. Surface reflectance calibration of terrestrial imaging spectroscopy data: A tutorial using AVIRIS. Vol. JPL Publication 02-1 2002, Jet Propulsion Laboratory, URL http://speclab.cr.usgs.gov/PAPERS.calibration.tutorial/.
    • (2002) Vol. JPL Publication 02-1
    • Clark, R.N.1    Swayze, G.A.2    Livo, K.E.3    Kokaly, R.F.4    King, T.V.V.5    Dalton, J.B.6
  • 9
    • 0042401905 scopus 로고    scopus 로고
    • Spectral methods for nonstationary spatial processes
    • Fuentes M. Spectral methods for nonstationary spatial processes. Biometrika 2002, 89(1):197-210.
    • (2002) Biometrika , vol.89 , Issue.1 , pp. 197-210
    • Fuentes, M.1
  • 10
    • 67650236878 scopus 로고    scopus 로고
    • Atmospheric correction algorithms for hyperspectral remote sensing data of land and ocean
    • Gao B.-C., Montes M.J., Davis C.O., Goetz A.F. Atmospheric correction algorithms for hyperspectral remote sensing data of land and ocean. Remote Sensing of Environment 2009, 113:S17-S24.
    • (2009) Remote Sensing of Environment , vol.113
    • Gao, B.-C.1    Montes, M.J.2    Davis, C.O.3    Goetz, A.F.4
  • 11
    • 0027007572 scopus 로고
    • Evaluation of measurement errors in ground surface reflectance for satellite calibration
    • Gu X.F., Guyot G., Verbrugghe M. Evaluation of measurement errors in ground surface reflectance for satellite calibration. International Journal of Remote Sensing 1992, 13(14):2531-2546.
    • (1992) International Journal of Remote Sensing , vol.13 , Issue.14 , pp. 2531-2546
    • Gu, X.F.1    Guyot, G.2    Verbrugghe, M.3
  • 12
    • 64149094351 scopus 로고    scopus 로고
    • The use of selected pseudo-invariant targets for the application of atmospheric correction in multi-temporal studies using satellite remotely sensed imagery
    • Hadjimitsis D.G., Clayton C.R.I., Retalis A. The use of selected pseudo-invariant targets for the application of atmospheric correction in multi-temporal studies using satellite remotely sensed imagery. International Journal of Applied Earth Observation and Geoinformation 2009, 11(3):192-200.
    • (2009) International Journal of Applied Earth Observation and Geoinformation , vol.11 , Issue.3 , pp. 192-200
    • Hadjimitsis, D.G.1    Clayton, C.R.I.2    Retalis, A.3
  • 13
    • 79960249880 scopus 로고    scopus 로고
    • On the effect of positional uncertainty in field measurements on the atmospheric correction of remotely sensed imagery
    • Kluwer Academic Publishers, London, X. Sanchez-Vila, J. Carrera, J.J. Gomez-Hernandez (Eds.)
    • Hamm N., Atkinson P.M., Milton E.J. On the effect of positional uncertainty in field measurements on the atmospheric correction of remotely sensed imagery. geoENV IV - Geostatistics for environmental applications 2004, 91-102. Kluwer Academic Publishers, London. X. Sanchez-Vila, J. Carrera, J.J. Gomez-Hernandez (Eds.).
    • (2004) geoENV IV - Geostatistics for environmental applications , pp. 91-102
    • Hamm, N.1    Atkinson, P.M.2    Milton, E.J.3
  • 14
    • 33750075162 scopus 로고    scopus 로고
    • Suspended sediment concentrations in the Yangtze River estuary retrieved from the CMODIS data
    • Han Z., Jin Y.Q., Yun C.X. Suspended sediment concentrations in the Yangtze River estuary retrieved from the CMODIS data. International Journal of Remote Sensing 2006, 27(19):4329-4336.
    • (2006) International Journal of Remote Sensing , vol.27 , Issue.19 , pp. 4329-4336
    • Han, Z.1    Jin, Y.Q.2    Yun, C.X.3
  • 15
    • 70349238584 scopus 로고    scopus 로고
    • Modelling non-stationary variance of soil properties by tempering an empirical spectrum
    • Haskard K.A., Lark R.M. Modelling non-stationary variance of soil properties by tempering an empirical spectrum. Geoderma 2009, 153(1-2):18-28.
    • (2009) Geoderma , vol.153 , Issue.1-2 , pp. 18-28
    • Haskard, K.A.1    Lark, R.M.2
  • 16
    • 77954369216 scopus 로고    scopus 로고
    • A linear mixed model, with non-stationary mean and covariance, for soil potassium based on gamma radiometry
    • Haskard K.A., Rawlins B.G., Lark R.M. A linear mixed model, with non-stationary mean and covariance, for soil potassium based on gamma radiometry. Biogeosciences 2010, 7(7):2081-2089.
    • (2010) Biogeosciences , vol.7 , Issue.7 , pp. 2081-2089
    • Haskard, K.A.1    Rawlins, B.G.2    Lark, R.M.3
  • 17
    • 0032925759 scopus 로고    scopus 로고
    • Spatial aggregation and soil process modelling
    • Heuvelink G.B.M., Pebesma E. Spatial aggregation and soil process modelling. Geoderma 1999, 89(1-2):47-65.
    • (1999) Geoderma , vol.89 , Issue.1-2 , pp. 47-65
    • Heuvelink, G.B.M.1    Pebesma, E.2
  • 18
    • 0032422974 scopus 로고    scopus 로고
    • A process-convolution approach to modelling temperatures in the North Atlantic Ocean
    • Higdon D. A process-convolution approach to modelling temperatures in the North Atlantic Ocean. Environmental and Ecological Statistics 1998, 5(2):173-190.
    • (1998) Environmental and Ecological Statistics , vol.5 , Issue.2 , pp. 173-190
    • Higdon, D.1
  • 19
    • 0037430115 scopus 로고    scopus 로고
    • The empirical line method for the atmospheric correction of IKONOS imagery
    • Karpouzli E., Malthus T. The empirical line method for the atmospheric correction of IKONOS imagery. International Journal of Remote Sensing 2003, 24(5):1143-1150.
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.5 , pp. 1143-1150
    • Karpouzli, E.1    Malthus, T.2
  • 20
    • 0030880605 scopus 로고    scopus 로고
    • Small sample inference for fixed effects from restricted maximum likelihood
    • Kenward M.G., Roger J.H. Small sample inference for fixed effects from restricted maximum likelihood. Biometrics 1997, 53(3):983-997.
    • (1997) Biometrics , vol.53 , Issue.3 , pp. 983-997
    • Kenward, M.G.1    Roger, J.H.2
  • 22
    • 9344229210 scopus 로고    scopus 로고
    • Model-based analysis using REML for inference from systematically sampled data on soil
    • Lark R.M., Cullis B.R. Model-based analysis using REML for inference from systematically sampled data on soil. European Journal of Soil Science 2004, 55(4):799-813.
    • (2004) European Journal of Soil Science , vol.55 , Issue.4 , pp. 799-813
    • Lark, R.M.1    Cullis, B.R.2
  • 23
    • 33646855187 scopus 로고    scopus 로고
    • On spatial prediction of soil properties in the presence of a spatial trend: the empirical best linear unbiased predictor (E-BLUP) with REML
    • Lark R.M., Cullis B.R., Welham S.J. On spatial prediction of soil properties in the presence of a spatial trend: the empirical best linear unbiased predictor (E-BLUP) with REML. European Journal Of Soil Science 2006, 57(6):787-799.
    • (2006) European Journal Of Soil Science , vol.57 , Issue.6 , pp. 787-799
    • Lark, R.M.1    Cullis, B.R.2    Welham, S.J.3
  • 27
    • 0035509491 scopus 로고    scopus 로고
    • Atmospheric correction of Landsat ETM+ land surface imagery - Part I: Methods
    • Liang S.L., Fang H., Chen M. Atmospheric correction of Landsat ETM+ land surface imagery - Part I: Methods. IEEE Transactions on Geoscience and Remote Sensing 2001, 39(11):2490-2498.
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.11 , pp. 2490-2498
    • Liang, S.L.1    Fang, H.2    Chen, M.3
  • 28
    • 0019149605 scopus 로고
    • A portable multiband radiometer for ground data collection in remote sensing
    • Milton E.J. A portable multiband radiometer for ground data collection in remote sensing. International Journal of Remote Sensing 1980, 1(2):153-165.
    • (1980) International Journal of Remote Sensing , vol.1 , Issue.2 , pp. 153-165
    • Milton, E.J.1
  • 30
    • 0034776334 scopus 로고    scopus 로고
    • A refined empirical line approach for reflectance factor retrieval from Landsat-5 TM and Landsat-7 ETM+
    • Moran M.S., Bryant R., Thome K., Ni W., Nouvellon Y., Gonzalez-Dugo M.P., et al. A refined empirical line approach for reflectance factor retrieval from Landsat-5 TM and Landsat-7 ETM+. Remote Sensing of Environment 2001, 78(1-2):71-82.
    • (2001) Remote Sensing of Environment , vol.78 , Issue.1-2 , pp. 71-82
    • Moran, M.S.1    Bryant, R.2    Thome, K.3    Ni, W.4    Nouvellon, Y.5    Gonzalez-Dugo, M.P.6
  • 32
    • 33745999511 scopus 로고    scopus 로고
    • Spatial modelling using a new class of nonstationary covariance functions
    • Paciorek C.J., Schervish M.J. Spatial modelling using a new class of nonstationary covariance functions. Environmetrics 2006, 17(5):483-506.
    • (2006) Environmetrics , vol.17 , Issue.5 , pp. 483-506
    • Paciorek, C.J.1    Schervish, M.J.2
  • 33
    • 33745841865 scopus 로고    scopus 로고
    • The role of external variables and GIS databases in geostatistical analysis
    • Pebesma E.J. The role of external variables and GIS databases in geostatistical analysis. Transactions in GIS 2006, 10(4):615-632.
    • (2006) Transactions in GIS , vol.10 , Issue.4 , pp. 615-632
    • Pebesma, E.J.1
  • 35
    • 33847259379 scopus 로고    scopus 로고
    • Nlme: Linear and nonlinear mixed effects models
    • R Development Core Team
    • Pinheiro J., Bates D., DebRoy S., Sarkar D. nlme: Linear and nonlinear mixed effects models. R package version 3 2011, 1-100. R Development Core Team.
    • (2011) R package version 3 , pp. 1-100
    • Pinheiro, J.1    Bates, D.2    DebRoy, S.3    Sarkar, D.4
  • 36
    • 79961135005 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria, R Development Core Team
    • R Development Core Team R: A language and environment for statistical computing 2011, R Foundation for Statistical Computing, Vienna, Austria, URL http://www.R-project.org.
    • (2011) R: A language and environment for statistical computing
  • 39
    • 0032732676 scopus 로고    scopus 로고
    • The use of the empirical line method to calibrate remotely sensed data to reflectance
    • Smith G.M., Milton E.J. The use of the empirical line method to calibrate remotely sensed data to reflectance. International Journal of Remote Sensing 1999, 20(13):2653-2662.
    • (1999) International Journal of Remote Sensing , vol.20 , Issue.13 , pp. 2653-2662
    • Smith, G.M.1    Milton, E.J.2
  • 40
    • 0036921818 scopus 로고    scopus 로고
    • An efficient algorithm for REML in heteroscedastic regression
    • Smyth G.K. An efficient algorithm for REML in heteroscedastic regression. Journal of Computational and Graphical Statistics 2002, 11(4):836-847.
    • (2002) Journal of Computational and Graphical Statistics , vol.11 , Issue.4 , pp. 836-847
    • Smyth, G.K.1
  • 41
    • 0035141621 scopus 로고    scopus 로고
    • Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?
    • Song C., Woodcock C.E., Seteo K.C., Lenney M.P., Macomber S.A. Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?. Remote Sensing of Environment 2001, 75(2):230-244.
    • (2001) Remote Sensing of Environment , vol.75 , Issue.2 , pp. 230-244
    • Song, C.1    Woodcock, C.E.2    Seteo, K.C.3    Lenney, M.P.4    Macomber, S.A.5
  • 42
    • 16444377591 scopus 로고    scopus 로고
    • Some basic elements of statistics
    • Kluwer, Dordrecht, A. Stein, F. van der Meer, B. Gorte (Eds.)
    • Stein A. Some basic elements of statistics. Spatial statistics for remote sensing 1999, 9-25. Kluwer, Dordrecht. A. Stein, F. van der Meer, B. Gorte (Eds.).
    • (1999) Spatial statistics for remote sensing , pp. 9-25
    • Stein, A.1
  • 43
    • 0022926457 scopus 로고
    • Estimation of atmospheric corrections from multiple aircraft imagery
    • Steven M.D., Rollin E.M. Estimation of atmospheric corrections from multiple aircraft imagery. International Journal of Remote Sensing 1986, 7(4):481-497.
    • (1986) International Journal of Remote Sensing , vol.7 , Issue.4 , pp. 481-497
    • Steven, M.D.1    Rollin, E.M.2
  • 44
    • 52649083735 scopus 로고    scopus 로고
    • Spatial retrieval of soil reflectance from spot multispectral data using the empirical line method
    • Vaudour E., Moeys J., Gilliot J.M., Coquet Y. Spatial retrieval of soil reflectance from spot multispectral data using the empirical line method. International Journal of Remote Sensing 2008, 29(19):5571-5584.
    • (2008) International Journal of Remote Sensing , vol.29 , Issue.19 , pp. 5571-5584
    • Vaudour, E.1    Moeys, J.2    Gilliot, J.M.3    Coquet, Y.4
  • 45
    • 0030924205 scopus 로고    scopus 로고
    • Regression and functional relations
    • Webster R. Regression and functional relations. European Journal Of Soil Science 1997, 48(3):557-566.
    • (1997) European Journal Of Soil Science , vol.48 , Issue.3 , pp. 557-566
    • Webster, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.