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Volumn 29, Issue 1, 2014, Pages 11-21

Ecological site classification of semiarid rangelands: Synergistic use of Landsat and Hyperion imagery

Author keywords

Ecological site; Endmember selection; Hyperion; Land management; Logistic regression; Mixture tuned matched filtering; Neural networks

Indexed keywords

ACCURACY ASSESSMENT; ARTIFICIAL NEURAL NETWORK; DATA PROCESSING; ECOLOGICAL APPROACH; HYPERION; IMAGE CLASSIFICATION; LANDSAT THEMATIC MAPPER; LOGISTICS; PIXEL; RANGELAND; REGRESSION ANALYSIS; SATELLITE IMAGERY; SEMIARID REGION; SITE CHARACTERIZATION; SPECTRAL RESOLUTION; VEGETATION COVER;

EID: 84897499577     PISSN: 15698432     EISSN: 1872826X     Source Type: Journal    
DOI: 10.1016/j.jag.2013.12.011     Document Type: Article
Times cited : (19)

References (65)
  • 1
    • 22144442125 scopus 로고    scopus 로고
    • Evaluation of soil erosion protective cover by crop residues using vegetation indices and spectral mixture analysis of multispectral and hyperspectral data
    • Arsenault, É., Bonn, F., 2005. Evaluation of soil erosion protective cover by crop residues using vegetation indices and spectral mixture analysis of multispectral and hyperspectral data. Catena 62 (2-3), 157-172.
    • (2005) Catena , vol.62 , Issue.2-3 , pp. 157-172
    • Arsenault, É.1    Bonn, F.2
  • 2
    • 0037202452 scopus 로고    scopus 로고
    • Use of logistic regression for validation of maps of the spatial distribution of vegetation species derived from high spatial resolution hyperspectral remotely sensed data
    • Aspinall, R.J., 2002. Use of logistic regression for validation of maps of the spatial distribution of vegetation species derived from high spatial resolution hyperspectral remotely sensed data. Ecol. Model. 157, 301-312.
    • (2002) Ecol. Model. , vol.157 , pp. 301-312
    • Aspinall, R.J.1
  • 3
    • 23944446022 scopus 로고    scopus 로고
    • Mapping north African landforms using continental-scale unmixing of MODIS imagery
    • Ballantine, J.A.C., Okin, G.S., Prentiss, D.E., Roberts, D.A., 2005. Mapping north African landforms using continental-scale unmixing of MODIS imagery. Remote Sens. Environ. 47, 470-483.
    • (2005) Remote Sens. Environ. , vol.47 , pp. 470-483
    • Ballantine, J.A.C.1    Okin, G.S.2    Prentiss, D.E.3    Roberts, D.A.4
  • 4
    • 5244297306 scopus 로고
    • Mapas de Probabilidad de Precipitación en la Provincia del Chubut, Contribución N° 54
    • Chubut, Argentina
    • Barros, V., Rivero, M.M., 1982. Mapas de Probabilidad de Precipitación en la Provincia del Chubut, Contribución N° 54. CENPAT-CONICET, Chubut, Argentina.
    • (1982) CENPAT-CONICET
    • Barros, V.1    Rivero, M.M.2
  • 5
    • 57049170860 scopus 로고    scopus 로고
    • Use of Hy Map imaging spectrometer data to map mineralogy in the Rodalquilar caldera, southeast Spain
    • Bedini, E., van der Meer, F., van Ruitenbeek, F., 2009. Use of Hy Map imaging spectrometer data to map mineralogy in the Rodalquilar caldera, southeast Spain. Int. J. Remote Sens. 30, 327-348.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 327-348
    • Bedini, E.1    van der Meer, F.2    van Ruitenbeek, F.3
  • 6
    • 84897515963 scopus 로고
    • Caracteres Fisonómicos y Florísticos de Vegetación del Chubut: 2
    • Contribución N° 41. CENPAT-CONICET, Chubut, Argentina
    • Bertiller, M.B., Beeskow, A.M., Irisarri, M.P., 1981. Caracteres Fisonómicos y Florísticos de Vegetación del Chubut: 2. La Península Valdés y el Istmo Ameghino, Contribución N° 41. CENPAT-CONICET, Chubut, Argentina.
    • (1981) La Península Valdés y el Istmo Ameghino
    • Bertiller, M.B.1    Beeskow, A.M.2    Irisarri, M.P.3
  • 8
    • 78650907895 scopus 로고    scopus 로고
    • An introduction to the special issue on ecological sites
    • Bestelmeyer, B.T., Brown, J.R., 2010. An introduction to the special issue on ecological sites. Rangelands 32, 3-4.
    • (2010) Rangelands , vol.32 , pp. 3-4
    • Bestelmeyer, B.T.1    Brown, J.R.2
  • 9
    • 70449382762 scopus 로고    scopus 로고
    • Improving the discrimination of vegetation and landforms patterns in sandy rangelands: a synergistic approach
    • Blanco, P.D., Metternicht, G.I., del Valle, H.F., 2009. Improving the discrimination of vegetation and landforms patterns in sandy rangelands: a synergistic approach. Int. J. Remote Sens. 30, 2579-2605.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 2579-2605
    • Blanco, P.D.1    Metternicht, G.I.2    del Valle, H.F.3
  • 10
    • 80455155063 scopus 로고    scopus 로고
    • Analysis of imaging spectrometer data using Ndimensional geometry and a mixture-tuned matched filtering approach
    • Boardman, J.W., Kruse, F.A., 2011. Analysis of imaging spectrometer data using Ndimensional geometry and a mixture-tuned matched filtering approach. IEEE Trans. Geosci. Remote Sens. 49, 4138-4152.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , pp. 4138-4152
    • Boardman, J.W.1    Kruse, F.A.2
  • 11
    • 0028742731 scopus 로고
    • Geometric mixture analysis of imaging spectrometry data
    • Boardman, J.W., 1994. Geometric mixture analysis of imaging spectrometry data. Proc. Int. Geosci. Remote Sens. Symp. 4, 2369-2371.
    • (1994) Proc. Int. Geosci. Remote Sens. Symp. , vol.4 , pp. 2369-2371
    • Boardman, J.W.1
  • 12
  • 13
    • 34548846375 scopus 로고    scopus 로고
    • Integrating LIDAR data and multispectral imagery for enhanced classification of rangeland vegetation: a meta analysis
    • Bork, E.W., Su, J.G., 2007. Integrating LIDAR data and multispectral imagery for enhanced classification of rangeland vegetation: a meta analysis. Remote Sens. Environ. 111, 11-24.
    • (2007) Remote Sens. Environ. , vol.111 , pp. 11-24
    • Bork, E.W.1    Su, J.G.2
  • 14
    • 34047119599 scopus 로고    scopus 로고
    • Fibrous-clay mineral formation and soil evolution in Aridisols of northeastern Patagonia, Argentina
    • Bouza, P.J., Simón, M., Aguilar, J., del Valle, H., Rostagno, M., 2007. Fibrous-clay mineral formation and soil evolution in Aridisols of northeastern Patagonia, Argentina. Geoderma 139 (1-2), 38-50.
    • (2007) Geoderma , vol.139 , Issue.1-2 , pp. 38-50
    • Bouza, P.J.1    Simón, M.2    Aguilar, J.3    del Valle, H.4    Rostagno, M.5
  • 15
    • 22744441364 scopus 로고    scopus 로고
    • State-and-transition models, thresholds, and rangeland health: a synthesis of ecological concepts and perspectives
    • Briske, D.D., Fuhlendorf, S.D., Smeins, F.E., 2005. State-and-transition models, thresholds, and rangeland health: a synthesis of ecological concepts and perspectives. Rangeland Ecol. Manag. 58, 1-10.
    • (2005) Rangeland Ecol. Manag. , vol.58 , pp. 1-10
    • Briske, D.D.1    Fuhlendorf, S.D.2    Smeins, F.E.3
  • 16
    • 33746256145 scopus 로고    scopus 로고
    • Spectral mixture analysis of hyperspectral data acquired using a tethered balloon
    • Chen, X., Vierling, L., 2006. Spectral mixture analysis of hyperspectral data acquired using a tethered balloon. Remote Sens. Environ. 103, 338-350.
    • (2006) Remote Sens. Environ. , vol.103 , pp. 338-350
    • Chen, X.1    Vierling, L.2
  • 17
    • 0035128522 scopus 로고    scopus 로고
    • Formalizing fuzzy objects from uncertain classification results
    • Cheng, T., Molenaar, M., Lin, H., 2001. Formalizing fuzzy objects from uncertain classification results. Int. J. Geogr. Inf. Sci. 15 (1), 27-42.
    • (2001) Int. J. Geogr. Inf. Sci. , vol.15 , Issue.1 , pp. 27-42
    • Cheng, T.1    Molenaar, M.2    Lin, H.3
  • 18
    • 1842612288 scopus 로고    scopus 로고
    • Teledetección Ambiental. La observación de la tierra desde el espacio
    • Barcelona, España
    • Chuvieco, E., 2002. Teledetección Ambiental. La observación de la tierra desde el espacio. Ariel Ciencia, Barcelona, España.
    • (2002) Ariel Ciencia
    • Chuvieco, E.1
  • 19
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton, R., 1991. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens. Environ. 37, 35-46.
    • (1991) Remote Sens. Environ. , vol.37 , pp. 35-46
    • Congalton, R.1
  • 20
    • 70249097146 scopus 로고    scopus 로고
    • Assessing The Accuracy of Remotely Sense Data: Principles and Practices
    • New York
    • Congalton, R.G., Green, K., 1999. Assessing The Accuracy of Remotely Sense Data: Principles and Practices. Lewis Publishers, New York.
    • (1999) Lewis Publishers
    • Congalton, R.G.1    Green, K.2
  • 21
    • 84857325138 scopus 로고    scopus 로고
    • Limits and potentialities of studying dryland vegetation using the optical remote sensing
    • Dawelbait, M., Morari, F., 2008. Limits and potentialities of studying dryland vegetation using the optical remote sensing. Ital. J. Agron. 2, 97-106.
    • (2008) Ital. J. Agron. , vol.2 , pp. 97-106
    • Dawelbait, M.1    Morari, F.2
  • 22
    • 2942522160 scopus 로고    scopus 로고
    • Endmember selection for multiple endmember spectral mixture analysis using endmember average RMSE
    • Dennison, P.E., Roberts, D.A., 2003a. Endmember selection for multiple endmember spectral mixture analysis using endmember average RMSE. Remote Sens. Environ. 87, 123-135.
    • (2003) Remote Sens. Environ. , vol.87 , pp. 123-135
    • Dennison, P.E.1    Roberts, D.A.2
  • 23
    • 0842297336 scopus 로고    scopus 로고
    • The effects of vegetation phenology on endmember selection and species mapping in Southern California Chaparral
    • Dennison, P.E., Roberts, D.A., 2003b. The effects of vegetation phenology on endmember selection and species mapping in Southern California Chaparral. Remote Sens. Environ. 87, 123-135.
    • (2003) Remote Sens. Environ. , vol.87 , pp. 123-135
    • Dennison, P.E.1    Roberts, D.A.2
  • 25
    • 0024470971 scopus 로고
    • Munsell soil color and soil reflectance in the visible spectral bands of Landsat MSS and TM data
    • Escadafal, R., Girard, M.C., Courault, D., 1989. Munsell soil color and soil reflectance in the visible spectral bands of Landsat MSS and TM data. Remote Sens. Environ. 27, 37-46.
    • (1989) Remote Sens. Environ. , vol.27 , pp. 37-46
    • Escadafal, R.1    Girard, M.C.2    Courault, D.3
  • 26
    • 85030968531 scopus 로고    scopus 로고
    • Relación entre la respuesta espectral (visible-Infrarrojo cercano) y la composición mineralógica de materiales sedimentarios del borde occidental de la Cuenca del duero
    • García-Meléndez, E., Ferrer-Juliá, M., Bermejo, A., Suárez, M., 2004. Relación entre la respuesta espectral (visible-Infrarrojo cercano) y la composición mineralógica de materiales sedimentarios del borde occidental de la Cuenca del duero. Revista de la Sociedad Geológica de España 17, 39-47.
    • (2004) Revista de la Sociedad Geológica de España , vol.17 , pp. 39-47
    • García-Meléndez, E.1    Ferrer-Juliá, M.2    Bermejo, A.3    Suárez, M.4
  • 27
    • 0024053288 scopus 로고
    • Learned classification of sonar targets using a massively parallel network
    • Gorman, R.P., Sejnowski, T.J., 1988. Learned classification of sonar targets using a massively parallel network. IEEE Trans. Acoust. Speech Sig. Proc. 36, 1135-1140.
    • (1988) IEEE Trans. Acoust. Speech Sig. Proc. , vol.36 , pp. 1135-1140
    • Gorman, R.P.1    Sejnowski, T.J.2
  • 28
    • 27844595480 scopus 로고    scopus 로고
    • Synergetic use of multispectral and hyperspectral data in characterising changes in semiarid wetlands in Spain
    • Oberpfaffenhofen, 13-16 (on CDROM)
    • Gumuzzio, J., Schmid, T., Koch, M., Mather, P., Rodríguez, M., 2003. Synergetic use of multispectral and hyperspectral data in characterising changes in semiarid wetlands in Spain. In: Proceeding of 3rd EARSeL Workshop on Imaging Spectroscopy, Oberpfaffenhofen, 13-16 (on CDROM).
    • (2003) Proceeding of 3rd EARSeL Workshop on Imaging Spectroscopy
    • Gumuzzio, J.1    Schmid, T.2    Koch, M.3    Mather, P.4    Rodríguez, M.5
  • 29
    • 0035273728 scopus 로고    scopus 로고
    • Fully constrained least square linear spectral mixture analysis method for material quantification in hyperspectral imagery
    • Heinz, D.C., Chang, C.I., 2001. Fully constrained least square linear spectral mixture analysis method for material quantification in hyperspectral imagery. IEEE Trans. Geosci. Remote Sens. 39, 529-545.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , pp. 529-545
    • Heinz, D.C.1    Chang, C.I.2
  • 30
    • 23844500689 scopus 로고    scopus 로고
    • Integration of optical and radar classifications for mapping pasture type in Western Australia
    • Hill, M.J., Ticehurst, C.-I., Lee, J.-S., Grunes, M.R., et al., 2005. Integration of optical and radar classifications for mapping pasture type in Western Australia. IEEE Trans. Geosci. Remote Sens. 43, 1665-1681.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , pp. 1665-1681
    • Hill, M.J.1    Ticehurst, C.-I.2    Lee, J.-S.3    Grunes, M.R.4
  • 31
    • 84872170445 scopus 로고
    • A goodness-of-fit test for the multiple logistic regression model
    • Hosmer, D.W., Lemeshow, S., 1980. A goodness-of-fit test for the multiple logistic regression model. Commun. Stat. A10, 1043-1069.
    • (1980) Commun. Stat. A10 , pp. 1043-1069
    • Hosmer, D.W.1    Lemeshow, S.2
  • 33
    • 84857854934 scopus 로고    scopus 로고
    • Vegetation cover analysis of hazardous waste sites in Utah and Arizona using hyperspectral remote sensing
    • Im, J., Jensen, J.R., Jensen, R.R., Gladden, J., Waugh, J., Serrato, M., 2012. Vegetation cover analysis of hazardous waste sites in Utah and Arizona using hyperspectral remote sensing. Remote Sens. 4, 327-353.
    • (2012) Remote Sens. , vol.4 , pp. 327-353
    • Im, J.1    Jensen, J.R.2    Jensen, R.R.3    Gladden, J.4    Waugh, J.5    Serrato, M.6
  • 34
    • 78650922511 scopus 로고    scopus 로고
    • Monitoring and assessment based on ecological sites
    • Karl, J., Herrick, J., 2010. Monitoring and assessment based on ecological sites. Rangelands 32 (6), 60-64.
    • (2010) Rangelands , vol.32 , Issue.6 , pp. 60-64
    • Karl, J.1    Herrick, J.2
  • 35
    • 0035574095 scopus 로고    scopus 로고
    • Mapping arid landscapes with multispectral and hyperspectral imagery
    • IGARSS '01, IEEE, Sydney, NSW, Australia
    • Lewis, M.M., 2001. Mapping arid landscapes with multispectral and hyperspectral imagery. In: Proceeding of the Geoscience and Remote Sensing Symposium, 6, IGARSS '01, IEEE, Sydney, NSW, Australia, pp. 2902-2904.
    • (2001) Proceeding of the Geoscience and Remote Sensing Symposium , vol.6 , pp. 2902-2904
    • Lewis, M.M.1
  • 37
    • 0027065812 scopus 로고
    • Reflectance characteristic of Southern Alberta soils
    • Major, D., Janzen, H., Olson, B., McGinn, S., 1992. Reflectance characteristic of Southern Alberta soils. Can. J. Soil Sci. 72, 611-615.
    • (1992) Can. J. Soil Sci. , vol.72 , pp. 611-615
    • Major, D.1    Janzen, H.2    Olson, B.3    McGinn, S.4
  • 38
    • 84874777153 scopus 로고    scopus 로고
    • Remote sensing based indicators of vegetation species for assessing rangeland degradation: opportunities and challenges
    • Mansour, K., Mutanga, O., Everson, T., 2012. Remote sensing based indicators of vegetation species for assessing rangeland degradation: opportunities and challenges. Afr.J. Agric. Res. 7 (22), 3261-3270.
    • (2012) Afr.J. Agric. Res. , vol.7 , Issue.22 , pp. 3261-3270
    • Mansour, K.1    Mutanga, O.2    Everson, T.3
  • 39
    • 37549009133 scopus 로고    scopus 로고
    • The application of artificial neural networks to the analysis of remotely sensed data
    • Mas, J., Flores, J., 2008. The application of artificial neural networks to the analysis of remotely sensed data. Int. J. Remote Sens. 29 (3), 617-663.
    • (2008) Int. J. Remote Sens. , vol.29 , Issue.3 , pp. 617-663
    • Mas, J.1    Flores, J.2
  • 40
    • 35748938471 scopus 로고    scopus 로고
    • Ecological site descriptions and remotely sensed imagery as a tool for rangeland evaluation
    • Maynard, C., Lawrence, R., Nielsen, G., Decker, G., 2007. Ecological site descriptions and remotely sensed imagery as a tool for rangeland evaluation. Can. J. Remote Sens. 33 (2), 109-115.
    • (2007) Can. J. Remote Sens. , vol.33 , Issue.2 , pp. 109-115
    • Maynard, C.1    Lawrence, R.2    Nielsen, G.3    Decker, G.4
  • 41
    • 0034212255 scopus 로고    scopus 로고
    • Hyperspectral mixture modeling for quantifying sparse vegetation cover in arid environments
    • McGwire, K., Minor, T., Fenstermaker, L., 2000. Hyperspectral mixture modeling for quantifying sparse vegetation cover in arid environments. Remote Sens. Environ. 72, 360-374.
    • (2000) Remote Sens. Environ. , vol.72 , pp. 360-374
    • McGwire, K.1    Minor, T.2    Fenstermaker, L.3
  • 42
    • 0032083994 scopus 로고    scopus 로고
    • Estimating erosion surface features by linear mixture modeling
    • Metternicht, G.I., Fermont, A., 1998. Estimating erosion surface features by linear mixture modeling. Remote Sens. Environ. 64, 254-265.
    • (1998) Remote Sens. Environ. , vol.64 , pp. 254-265
    • Metternicht, G.I.1    Fermont, A.2
  • 43
    • 0032102796 scopus 로고    scopus 로고
    • Evaluating the information content of JERS-1 SAR and Landsat TM data for discrimination of soil erosion features
    • Metternicht, G.I., Zinck, J.A., 1998. Evaluating the information content of JERS-1 SAR and Landsat TM data for discrimination of soil erosion features. ISPRS J. Photogramm. Rem. Sens. 53, 143-153.
    • (1998) ISPRS J. Photogramm. Rem. Sens. , vol.53 , pp. 143-153
    • Metternicht, G.I.1    Zinck, J.A.2
  • 44
    • 33645130429 scopus 로고    scopus 로고
    • Estimation of yellow starthistle abundance through CASI-2 hyperspectral imagery using linear spectral mixture models
    • Miao, X., Gong, P., Swope, S., Pu, R., Carruthers, R., Anderson, G.L., Heaton, J.S., Tracy, C.R., 2006. Estimation of yellow starthistle abundance through CASI-2 hyperspectral imagery using linear spectral mixture models. Remote Sens. Environ. 101 (3), 329-341.
    • (2006) Remote Sens. Environ. , vol.101 , Issue.3 , pp. 329-341
    • Miao, X.1    Gong, P.2    Swope, S.3    Pu, R.4    Carruthers, R.5    Anderson, G.L.6    Heaton, J.S.7    Tracy, C.R.8
  • 45
    • 0034930341 scopus 로고    scopus 로고
    • Degradation of sandy arid shrubland environments: observations, process modelling, and management implications
    • Okin, G., Murray, B., Schlesinger, W.H., 2001. Degradation of sandy arid shrubland environments: observations, process modelling, and management implications. J. Arid Environ. 47, 123-144.
    • (2001) J. Arid Environ. , vol.47 , pp. 123-144
    • Okin, G.1    Murray, B.2    Schlesinger, W.H.3
  • 46
    • 13444301589 scopus 로고    scopus 로고
    • Remote sensing and change detection in rangelands
    • Palmer, A., Fortescue, A., 2004. Remote sensing and change detection in rangelands. Afr. J. Range For. Sci. 21 (2), 123-128.
    • (2004) Afr. J. Range For. Sci. , vol.21 , Issue.2 , pp. 123-128
    • Palmer, A.1    Fortescue, A.2
  • 47
    • 84858015017 scopus 로고    scopus 로고
    • Multiple endmember spectral mixture analysis (MESMA) to map burn levels from Landsat in Mediterranean countries
    • Quintano, C., Fernández-Mansob, A., Shimabukuroc, Y.E., Pereirac, G., 2012. Multiple endmember spectral mixture analysis (MESMA) to map burn levels from Landsat in Mediterranean countries. Int. J. Remote Sens. 33, 5307-5340.
    • (2012) Int. J. Remote Sens. , vol.33 , pp. 5307-5340
    • Quintano, C.1    Fernández-Mansob, A.2    Shimabukuroc, Y.E.3    Pereirac, G.4
  • 48
    • 0032156917 scopus 로고    scopus 로고
    • Mapping chaparral in the Santa Monica Mountains using multiple endmember spectral mixture models
    • Roberts, D.A., Gardner, M., Church, R., Ustin, S., Scheer, G., Green, R.O., 1998. Mapping chaparral in the Santa Monica Mountains using multiple endmember spectral mixture models. Remote Sens. Environ. 65, 267-279.
    • (1998) Remote Sens. Environ. , vol.65 , pp. 267-279
    • Roberts, D.A.1    Gardner, M.2    Church, R.3    Ustin, S.4    Scheer, G.5    Green, R.O.6
  • 49
    • 84897500076 scopus 로고    scopus 로고
    • Rangeland monitoring using hyperspectral remote sensing data and spectral mixture analysis
    • Remote Sensing for Environmental Monitoring, GIS Applications, and Geology VIII, 711023, 14 October
    • Rochdi, N., Eddy, P., Staenz, K., Zhang, J., Lutz, C., 2008. Rangeland monitoring using hyperspectral remote sensing data and spectral mixture analysis. In: Proceeding of SPIE 7110, Remote Sensing for Environmental Monitoring, GIS Applications, and Geology VIII, 711023, 14 October.
    • (2008) In: Proceeding of SPIE , vol.7110
    • Rochdi, N.1    Eddy, P.2    Staenz, K.3    Zhang, J.4    Lutz, C.5
  • 50
    • 0025571552 scopus 로고
    • Vegetation in deserts: I. A regional measure of abundance from multispectral images
    • Smith, M.O., Ustin, S.L., Adams, J.B., Gillespie, A.R., 1990. Vegetation in deserts: I. A regional measure of abundance from multispectral images. Remote Sens. Environ. 31, 1-26.
    • (1990) Remote Sens. Environ. , vol.31 , pp. 1-26
    • Smith, M.O.1    Ustin, S.L.2    Adams, J.B.3    Gillespie, A.R.4
  • 51
    • 84878146470 scopus 로고    scopus 로고
    • Multi-temporal hyperspectral mixture analysis and feature selection for invasive species mapping in rainforests
    • Somers, B., Asner, G.P., 2013. Multi-temporal hyperspectral mixture analysis and feature selection for invasive species mapping in rainforests. Remote Sens. Environ. 136, 14-27.
    • (2013) Remote Sens. Environ. , vol.136 , pp. 14-27
    • Somers, B.1    Asner, G.P.2
  • 52
    • 79954622955 scopus 로고    scopus 로고
    • Endmember variability in spectral mixture analysis: a review
    • Somers, B., Asner, G., Tits, L., Coppin, P., 2011. Endmember variability in spectral mixture analysis: a review. Remote Sens. Environ. 115, 1603-1616.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 1603-1616
    • Somers, B.1    Asner, G.2    Tits, L.3    Coppin, P.4
  • 53
    • 0033120626 scopus 로고    scopus 로고
    • An application of artificial neural networks to the prediction of surface ozone concentration in the United Kingdom
    • Spellman, G., 1999. An application of artificial neural networks to the prediction of surface ozone concentration in the United Kingdom. Appl. Geogr. 19, 123-136.
    • (1999) Appl. Geogr. , vol.19 , pp. 123-136
    • Spellman, G.1
  • 55
    • 0030301615 scopus 로고    scopus 로고
    • Erosion of subsurface horizons in northeastern Patagonia, Argentina
    • Súnico, A., Bouza, P., del Valle, H.F., 1996. Erosion of subsurface horizons in northeastern Patagonia, Argentina. Arid Soil Res. Rehab. 10, 359-378.
    • (1996) Arid Soil Res. Rehab. , vol.10 , pp. 359-378
    • Súnico, A.1    Bouza, P.2    del Valle, H.F.3
  • 56
    • 2942724627 scopus 로고    scopus 로고
    • Accuracy assessments of hyperspectral waveband performance for vegetation analysis applications
    • Thenkabail, P., Enclona, E., Ashton, M., Van Der Meer, B., 2004. Accuracy assessments of hyperspectral waveband performance for vegetation analysis applications. Remote Sens. Environ. 91 (3-4), 354-376.
    • (2004) Remote Sens. Environ. , vol.91 , Issue.3-4 , pp. 354-376
    • Thenkabail, P.1    Enclona, E.2    Ashton, M.3    Van Der Meer, B.4
  • 57
    • 58149105396 scopus 로고    scopus 로고
    • Extracting urban vegetation characteristics using spectral mixture analysis and decision tree classifications
    • Tooke, T., Coops, N., Goodwin, N., Voogt, J., 2009. Extracting urban vegetation characteristics using spectral mixture analysis and decision tree classifications. Remote Sens. Environ. 113 (2), 398-407.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.2 , pp. 398-407
    • Tooke, T.1    Coops, N.2    Goodwin, N.3    Voogt, J.4
  • 58
    • 21344439761 scopus 로고
    • Remote sensing in the management of rangelands
    • Tueller, P.T., 1995. Remote sensing in the management of rangelands. Ann. Arid Zone 34, 191-207.
    • (1995) Ann. Arid Zone , vol.34 , pp. 191-207
    • Tueller, P.T.1
  • 59
    • 84897481840 scopus 로고    scopus 로고
    • USDA-NRCS, US Department of Agriculture-Natural Resources Conservation Service. National Soil Survey Handbook, title 430-VI. (Accesed 3 September, 2013).
    • USDA-NRCS, 2007. US Department of Agriculture-Natural Resources Conservation Service. National Soil Survey Handbook, title 430-VI, http://soils.usda.gov/technical/handbook/ (Accesed 3 September, 2013).
    • (2007)
  • 60
    • 84864498568 scopus 로고    scopus 로고
    • Collinearity and orthogonality of endmembers in linear spectral unmixing
    • Van der Meer, F.D., Jia, X., 2012. Collinearity and orthogonality of endmembers in linear spectral unmixing. Int. J. Appl. Earth Obs. Geoinform. 18, 491-503.
    • (2012) Int. J. Appl. Earth Obs. Geoinform. , vol.18 , pp. 491-503
    • Van der Meer, F.D.1    Jia, X.2
  • 61
    • 78650567526 scopus 로고    scopus 로고
    • Detection thresholds for rare, spectrally unique targets within semiarid rangelands
    • Weber, K.T., Chen, F., 2010. Detection thresholds for rare, spectrally unique targets within semiarid rangelands. Photogramm. Eng. Rem. Sens. 76 (11), 1253-1259.
    • (2010) Photogramm. Eng. Rem. Sens. , vol.76 , Issue.11 , pp. 1253-1259
    • Weber, K.T.1    Chen, F.2
  • 62
    • 0036788015 scopus 로고    scopus 로고
    • Estimation of leafy spurge cover from hyperspectral imagery using mixture tuned matched filtering
    • Williams, A.P., Hunt Jr., E.R., 2002. Estimation of leafy spurge cover from hyperspectral imagery using mixture tuned matched filtering. Remote Sens. Environ. 82, 446-456.
    • (2002) Remote Sens. Environ. , vol.82 , pp. 446-456
    • Williams, A.P.1    Hunt Jr., E.R.2
  • 63
    • 77956880316 scopus 로고    scopus 로고
    • Mapping three invasive weeds using airborne hyperspectral imagery
    • Yang, C., Everitt, J.H., 2010. Mapping three invasive weeds using airborne hyperspectral imagery. Ecol. Inform. 5 (5), 429-439.
    • (2010) Ecol. Inform. , vol.5 , Issue.5 , pp. 429-439
    • Yang, C.1    Everitt, J.H.2
  • 64
    • 84877926709 scopus 로고    scopus 로고
    • Analysis of spaceborne hyperion imagery for the estimation of fractional cover of rangeland ecosystems. International archives of the photogrammetry
    • on CD-ROM
    • Zhang, J., Staenz, K., Eddy, P.R., Rochdi, N., Rolfson, D., Smith, A., 2008. Analysis of spaceborne hyperion imagery for the estimation of fractional cover of rangeland ecosystems. International archives of the photogrammetry. Remote Sens. Spat. Inform. Sci. 36 (Part B7), on CD-ROM.
    • (2008) Remote Sens. Spat. Inform. Sci. , vol.36 , Issue.PART B7
    • Zhang, J.1    Staenz, K.2    Eddy, P.R.3    Rochdi, N.4    Rolfson, D.5    Smith, A.6
  • 65
    • 84872796379 scopus 로고    scopus 로고
    • Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data
    • Zhang, X., Liao, C., Li, J., Sun, Q., 2013. Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data. Int. J. Appl. Earth Obs. Geoinform. 21, 506-512.
    • (2013) J. Appl. Earth Obs. Geoinform. , vol.21 , pp. 506-512
    • Zhang, X.1    Liao, C.2    Li, J.3    Sun, Q.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.