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Volumn 167, Issue , 2015, Pages 98-110

Combining airborne hyperspectral and LiDAR data across local sites for upscaling shrubland structural information: Lessons for HyspIRI

Author keywords

HsypIRI; Hyperspectral; LiDAR; Sagebrush; Vegetation structure

Indexed keywords

DATA MINING; DECISION TREES; ECOLOGY; ECOSYSTEMS; FORESTRY; LAND USE; MEAN SQUARE ERROR; REMOTE SENSING; SATELLITES; UNCERTAINTY ANALYSIS; VEGETATION;

EID: 84936851758     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.04.015     Document Type: Article
Times cited : (38)

References (97)
  • 2
    • 0035202401 scopus 로고    scopus 로고
    • Landscape-scale changes in plant species abundance and biodiversity of a sagebrush steppe over 45years
    • Anderson J.E., Inouye R.S. Landscape-scale changes in plant species abundance and biodiversity of a sagebrush steppe over 45years. Ecological Monographs 2001, 71:531-556.
    • (2001) Ecological Monographs , vol.71 , pp. 531-556
    • Anderson, J.E.1    Inouye, R.S.2
  • 4
    • 84897324429 scopus 로고    scopus 로고
    • Imaging spectroscopy- and LiDAR-derived estimates of canopy composition and structure to improve predictions of forest carbon fluxes and ecosystem dynamics
    • Antonarakis A.S., Munger J.W., Moorcroft P.R. Imaging spectroscopy- and LiDAR-derived estimates of canopy composition and structure to improve predictions of forest carbon fluxes and ecosystem dynamics. Geophysical Research Letters 2014, 41(7):2535-2542.
    • (2014) Geophysical Research Letters , vol.41 , Issue.7 , pp. 2535-2542
    • Antonarakis, A.S.1    Munger, J.W.2    Moorcroft, P.R.3
  • 5
    • 37249042613 scopus 로고    scopus 로고
    • Estimation of grassland CO exchange rates using hyperspectral remote sensing techniques
    • Black S.C., Guo X. Estimation of grassland CO exchange rates using hyperspectral remote sensing techniques. International Journal of Remote Sensing 2008, 291:145-155.
    • (2008) International Journal of Remote Sensing , vol.291 , pp. 145-155
    • Black, S.C.1    Guo, X.2
  • 6
  • 10
    • 33746256147 scopus 로고    scopus 로고
    • Monitoring drought effects on vegetation water content and fluxes in chaparral with the 970nm water band index
    • Claudio H.C., Cheng Y., Fuentes D.A., Gamon J.A., Luo H., Oechel W., et al. Monitoring drought effects on vegetation water content and fluxes in chaparral with the 970nm water band index. Remote Sensing of Environment 2006, 103:304-311.
    • (2006) Remote Sensing of Environment , vol.103 , pp. 304-311
    • Claudio, H.C.1    Cheng, Y.2    Fuentes, D.A.3    Gamon, J.A.4    Luo, H.5    Oechel, W.6
  • 11
    • 0002211590 scopus 로고
    • The HyMap airborne hyperspectral sensor: The system, calibration and performance
    • EARSeL, Zürich, Switzerland, M.E. Schaepman, D. Schlaepfer, K.I. Itten (Eds.)
    • Cocks T., Jenssen R., Stewart A., Wilson I., Shields T. The HyMap airborne hyperspectral sensor: The system, calibration and performance. Proceedings of the First EARSeL workshop on imaging spectroscopy 1989, 37-42. EARSeL, Zürich, Switzerland. M.E. Schaepman, D. Schlaepfer, K.I. Itten (Eds.).
    • (1989) Proceedings of the First EARSeL workshop on imaging spectroscopy , pp. 37-42
    • Cocks, T.1    Jenssen, R.2    Stewart, A.3    Wilson, I.4    Shields, T.5
  • 14
    • 0029108266 scopus 로고
    • Exploring the relationship between reflectance red edge and chlorophyll concentration in slash pine leaves
    • Curran P.J., Windham W.R., Gholz H.L. Exploring the relationship between reflectance red edge and chlorophyll concentration in slash pine leaves. Tree Physiology 1995, 15:203-206.
    • (1995) Tree Physiology , vol.15 , pp. 203-206
    • Curran, P.J.1    Windham, W.R.2    Gholz, H.L.3
  • 15
    • 30644464444 scopus 로고    scopus 로고
    • Gene selection and classification of microarray data using random forest
    • Díaz-Uriarte R., Alvarez de Andrées S. Gene selection and classification of microarray data using random forest. BMC Bioinformatics 2006, 7:3.
    • (2006) BMC Bioinformatics , vol.7 , pp. 3
    • Díaz-Uriarte, R.1    Alvarez de Andrées, S.2
  • 16
    • 0022291105 scopus 로고
    • Quantitative analysis by derivative electronic spectroscopy
    • Dixit L., Ram S. Quantitative analysis by derivative electronic spectroscopy. Applied Spectroscopy Reviews 1985, 21:311-418.
    • (1985) Applied Spectroscopy Reviews , vol.21 , pp. 311-418
    • Dixit, L.1    Ram, S.2
  • 19
    • 77049116290 scopus 로고    scopus 로고
    • Landscape-scale parameterization of a tree-level forest growth model: A k-nearest neighbor imputation approach incorporating LiDAR data
    • Falkowski M.J., Hudak A.T., Crookston N.L., Gessler P.E., Uebler E.H., Smith A.M. Landscape-scale parameterization of a tree-level forest growth model: A k-nearest neighbor imputation approach incorporating LiDAR data. Canadian Journal of Forest Research 2010, 40:184-199.
    • (2010) Canadian Journal of Forest Research , vol.40 , pp. 184-199
    • Falkowski, M.J.1    Hudak, A.T.2    Crookston, N.L.3    Gessler, P.E.4    Uebler, E.H.5    Smith, A.M.6
  • 20
    • 0031451402 scopus 로고    scopus 로고
    • The photochemical reflectance index: An optical indicator of photosynthetic radiation use efficiency across species, functional types and nutrient levels
    • Gamon J.A., Serrano L., Surfus J.S. The photochemical reflectance index: An optical indicator of photosynthetic radiation use efficiency across species, functional types and nutrient levels. Oecologia 1997, 112:492-501.
    • (1997) Oecologia , vol.112 , pp. 492-501
    • Gamon, J.A.1    Serrano, L.2    Surfus, J.S.3
  • 21
    • 0032815356 scopus 로고    scopus 로고
    • Assessing leaf pigment content and activity with a reflectometer
    • Gamon J.A., Surfus J.S. Assessing leaf pigment content and activity with a reflectometer. New Phytologist 1999, 143:105-117.
    • (1999) New Phytologist , vol.143 , pp. 105-117
    • Gamon, J.A.1    Surfus, J.S.2
  • 22
    • 0025591095 scopus 로고
    • Column atmospheric water vapor and vegetation liquid water retrievals from airborne imaging spectrometer data
    • Gao B., Goetz A.F.H. Column atmospheric water vapor and vegetation liquid water retrievals from airborne imaging spectrometer data. Journal of Geophysical Research 1990, 95:3549-3564.
    • (1990) Journal of Geophysical Research , vol.95 , pp. 3549-3564
    • Gao, B.1    Goetz, A.F.H.2
  • 23
    • 50849135677 scopus 로고
    • ATmospheric REMoval Program (ATREM) user's guide, Center for the Study of Earth From Space document, version 1.1
    • University of Colorado
    • Gao B.C., Heidebrecht K.B., Goetz A.F.H. ATmospheric REMoval Program (ATREM) user's guide, Center for the Study of Earth From Space document, version 1.1 1992, University of Colorado, (24 pp.).
    • (1992) , pp. 24
    • Gao, B.C.1    Heidebrecht, K.B.2    Goetz, A.F.H.3
  • 25
    • 0028150408 scopus 로고
    • Spectral reflectance changes associated with autumn senescence of Aesculus Hippocastanum L. and Acer Platanoides L. leaves. Spectral features and relation to chlorophyll estimation
    • Gitelson A.A., Merzlyak M.N. Spectral reflectance changes associated with autumn senescence of Aesculus Hippocastanum L. and Acer Platanoides L. leaves. Spectral features and relation to chlorophyll estimation. Journal of Plant Physiology 1994, 143:286-292.
    • (1994) Journal of Plant Physiology , vol.143 , pp. 286-292
    • Gitelson, A.A.1    Merzlyak, M.N.2
  • 26
    • 0029804451 scopus 로고    scopus 로고
    • Signature analysis of leaf reflectance spectra: Algorithm development for remote sensing of chlorophyll
    • Gitelson A.A., Merzlyak M.N. Signature analysis of leaf reflectance spectra: Algorithm development for remote sensing of chlorophyll. Journal of Plant Physiology 1996, 148:494-500.
    • (1996) Journal of Plant Physiology , vol.148 , pp. 494-500
    • Gitelson, A.A.1    Merzlyak, M.N.2
  • 27
    • 0035413205 scopus 로고    scopus 로고
    • Optical properties and nondestructive estimation of anthocyanin content in plant leaves
    • Gitelson A.A., Merzlyak M.N., Chivkunova O.B. Optical properties and nondestructive estimation of anthocyanin content in plant leaves. Photochemistry and Photobiology 2001, 71:38-45.
    • (2001) Photochemistry and Photobiology , vol.71 , pp. 38-45
    • Gitelson, A.A.1    Merzlyak, M.N.2    Chivkunova, O.B.3
  • 29
    • 78951469507 scopus 로고    scopus 로고
    • Errors in LiDAR-derived shrub height and crown area on sloped terrain
    • Glenn N., Spaete L., Sankey T., Mitchell J. Errors in LiDAR-derived shrub height and crown area on sloped terrain. Journal of Arid Environments 2011, 75(4):377-382.
    • (2011) Journal of Arid Environments , vol.75 , Issue.4 , pp. 377-382
    • Glenn, N.1    Spaete, L.2    Sankey, T.3    Mitchell, J.4
  • 31
    • 78650731656 scopus 로고    scopus 로고
    • Relevance of airborne LiDAR and multispectral image data for urban scene classification using random forests
    • Guo L., Chehata N., Mallet C., Boukir S. Relevance of airborne LiDAR and multispectral image data for urban scene classification using random forests. ISPRS Journal of Photogrammetry and Remote Sensing 2011, 66(1):56-66.
    • (2011) ISPRS Journal of Photogrammetry and Remote Sensing , vol.66 , Issue.1 , pp. 56-66
    • Guo, L.1    Chehata, N.2    Mallet, C.3    Boukir, S.4
  • 32
    • 0021091121 scopus 로고
    • The influences of soil salinity, growth form, and leaf moisture on the spectral reflectance of Spartina alterniflora canopies
    • Hardisky M.A., Klemas V., Smart R.M. The influences of soil salinity, growth form, and leaf moisture on the spectral reflectance of Spartina alterniflora canopies. Photogrammetric Engineering and Remote Sensing 1983, 49:77-83.
    • (1983) Photogrammetric Engineering and Remote Sensing , vol.49 , pp. 77-83
    • Hardisky, M.A.1    Klemas, V.2    Smart, R.M.3
  • 34
    • 41249100721 scopus 로고    scopus 로고
    • Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data
    • Hudak A.T., Crookston N.L., Evans J.S., Hall D.E., Falkowski M.J. Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data. Remote Sensing of Environment 2008, 112:2232-2245.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 2232-2245
    • Hudak, A.T.1    Crookston, N.L.2    Evans, J.S.3    Hall, D.E.4    Falkowski, M.J.5
  • 35
    • 0030613490 scopus 로고    scopus 로고
    • A comparison of vegetation indices over a global set of TM images for EOS-MODIS
    • Huete A.R., Liu H., Batchily K., van Leeuwen W. A comparison of vegetation indices over a global set of TM images for EOS-MODIS. Remote Sensing of Environment 1997, 59(3):440-451.
    • (1997) Remote Sensing of Environment , vol.59 , Issue.3 , pp. 440-451
    • Huete, A.R.1    Liu, H.2    Batchily, K.3    van Leeuwen, W.4
  • 37
    • 0024856777 scopus 로고
    • Detection of changes in leaf water content using near- and middle-infrared reflectances
    • Hunt E.R., Rock B.N. Detection of changes in leaf water content using near- and middle-infrared reflectances. Remote Sensing of Environment 1989, 30:43-54.
    • (1989) Remote Sensing of Environment , vol.30 , pp. 43-54
    • Hunt, E.R.1    Rock, B.N.2
  • 41
    • 17644381450 scopus 로고    scopus 로고
    • Imaging spectrometry for urban applications.
    • Academic Publishers, Netherlands: Kluwer, F.D. Van der Meer, S.M. de Jong (Eds.)
    • Ben-Dor E. Imaging spectrometry for urban applications. Imaging spectrometry 2001, 243-281. Academic Publishers, Netherlands: Kluwer. F.D. Van der Meer, S.M. de Jong (Eds.).
    • (2001) Imaging spectrometry , pp. 243-281
    • Ben-Dor, E.1
  • 42
  • 43
    • 80052616754 scopus 로고    scopus 로고
    • Effect of reduced spatial resolution on mineral mapping using imaging spectrometry-Examples using hyperspectral infrared imager (HyspIRI)-simulated data
    • Kruse F.A., Taranik J.V., Coolbaugh M., Michaels J., Littlefield E.F., Calvin W.M., et al. Effect of reduced spatial resolution on mineral mapping using imaging spectrometry-Examples using hyperspectral infrared imager (HyspIRI)-simulated data. Remote Sensing 2011, 3(8):1584-1602.
    • (2011) Remote Sensing , vol.3 , Issue.8 , pp. 1584-1602
    • Kruse, F.A.1    Taranik, J.V.2    Coolbaugh, M.3    Michaels, J.4    Littlefield, E.F.5    Calvin, W.M.6
  • 44
    • 33846818667 scopus 로고    scopus 로고
    • Combining decision trees with hierarchical object-oriented image analysis for mapping arid rangelands
    • Laliberte A.S., Fredrickson E.L., Rango A. Combining decision trees with hierarchical object-oriented image analysis for mapping arid rangelands. Photogrammetric Engineering and Remote Sensing 2007, 73(2):197-207.
    • (2007) Photogrammetric Engineering and Remote Sensing , vol.73 , Issue.2 , pp. 197-207
    • Laliberte, A.S.1    Fredrickson, E.L.2    Rango, A.3
  • 45
    • 84857753065 scopus 로고    scopus 로고
    • Forest structure modeling with combined airborne hyperspectral and LiDAR data
    • Latifi H., Fassnacht F., Koch B. Forest structure modeling with combined airborne hyperspectral and LiDAR data. Remote Sensing of Environment 2012, 121:10-25.
    • (2012) Remote Sensing of Environment , vol.121 , pp. 10-25
    • Latifi, H.1    Fassnacht, F.2    Koch, B.3
  • 46
    • 84880686220 scopus 로고    scopus 로고
    • Calibration of aerodynamic roughness over the Tibetan Plateau with Ensemble Kalman Filter analysed heat flux
    • Lee J.H., Timmermans J., Su Z., Mancini M. Calibration of aerodynamic roughness over the Tibetan Plateau with Ensemble Kalman Filter analysed heat flux. Hydrology and Earth System Sciences 2012, 16:4291-4302. 10.5194/hess-16-4291-2012.
    • (2012) Hydrology and Earth System Sciences , vol.16 , pp. 4291-4302
    • Lee, J.H.1    Timmermans, J.2    Su, Z.3    Mancini, M.4
  • 47
    • 84870676562 scopus 로고    scopus 로고
    • Modelling forest α-diversity and floristic composition - On the added value of LiDAR plus hyperspectral remote sensing
    • Leutner B.F., Reineking B., Müller J., Bachmann M., Beierkuhnlein C., Dech S., et al. Modelling forest α-diversity and floristic composition - On the added value of LiDAR plus hyperspectral remote sensing. Remote Sensing 2012, 4:2818-2845.
    • (2012) Remote Sensing , vol.4 , pp. 2818-2845
    • Leutner, B.F.1    Reineking, B.2    Müller, J.3    Bachmann, M.4    Beierkuhnlein, C.5    Dech, S.6
  • 48
    • 0242291031 scopus 로고    scopus 로고
    • Spectral characterization of Australian arid zone plants
    • Lewis M.M. Spectral characterization of Australian arid zone plants. Canadian Journal of Remote Sensing 2002, 28(2):219-230.
    • (2002) Canadian Journal of Remote Sensing , vol.28 , Issue.2 , pp. 219-230
    • Lewis, M.M.1
  • 50
    • 84883036949 scopus 로고    scopus 로고
    • Toward structural assessment of semi-arid African savannahs and woodlands: The potential of multitemporal polarimetric RADARSAT-2 fine beam images
    • Mathieu R., Naidoo L., Cho M., Leblon B., Main R., Wessels K., et al. Toward structural assessment of semi-arid African savannahs and woodlands: The potential of multitemporal polarimetric RADARSAT-2 fine beam images. Remote Sensing of Environment 2013, 138:215-231.
    • (2013) Remote Sensing of Environment , vol.138 , pp. 215-231
    • Mathieu, R.1    Naidoo, L.2    Cho, M.3    Leblon, B.4    Main, R.5    Wessels, K.6
  • 52
    • 0033004343 scopus 로고    scopus 로고
    • Non-destructive optical detection of pigment changes during leaf senescence and fruit ripening
    • Merzlyak J.R., Gitelson A.A., Chivkunova O.B., Rakitin V.Y. Non-destructive optical detection of pigment changes during leaf senescence and fruit ripening. Physiologia Plantarum 1999, 106:135-141.
    • (1999) Physiologia Plantarum , vol.106 , pp. 135-141
    • Merzlyak, J.R.1    Gitelson, A.A.2    Chivkunova, O.B.3    Rakitin, V.Y.4
  • 53
    • 61949472339 scopus 로고    scopus 로고
    • Leafy spurge (Euphorbia esula L.) classification performance using hyperspectral and multispectral sensors
    • Mitchell J., Glenn N.F. Leafy spurge (Euphorbia esula L.) classification performance using hyperspectral and multispectral sensors. Rangeland Ecology & Management 2009, 62:16-27.
    • (2009) Rangeland Ecology & Management , vol.62 , pp. 16-27
    • Mitchell, J.1    Glenn, N.F.2
  • 56
    • 84887514117 scopus 로고    scopus 로고
    • Single and multi-date Landsat classifications of basalt to support soil survey efforts
    • Mitchell J., Shrestha R., Moore C., Glenn N. Single and multi-date Landsat classifications of basalt to support soil survey efforts. Remote Sensing 2013, 5(10):4857-4899.
    • (2013) Remote Sensing , vol.5 , Issue.10 , pp. 4857-4899
    • Mitchell, J.1    Shrestha, R.2    Moore, C.3    Glenn, N.4
  • 57
    • 0035202916 scopus 로고    scopus 로고
    • A method for scaling vegetation dynamics: The ecosystem demography model (ED)
    • Moorcroft P., Hurtt G., Pacala S.W. A method for scaling vegetation dynamics: The ecosystem demography model (ED). Ecological Monographs 2001, 71:557-586.
    • (2001) Ecological Monographs , vol.71 , pp. 557-586
    • Moorcroft, P.1    Hurtt, G.2    Pacala, S.W.3
  • 58
    • 35848934359 scopus 로고    scopus 로고
    • Impact of connectivity on the modeling of overland flow within semiarid shrubland environments
    • Mueller E.N., Wainwright J., Parsons A.J. Impact of connectivity on the modeling of overland flow within semiarid shrubland environments. Water Resources Research 2007, 43.
    • (2007) Water Resources Research , vol.43
    • Mueller, E.N.1    Wainwright, J.2    Parsons, A.J.3
  • 59
    • 30444444937 scopus 로고    scopus 로고
    • Mapping sagebrush distribution using fusion of hyperspectral and LiDAR classifications
    • Mundt J., Streutker D., Glenn N. Mapping sagebrush distribution using fusion of hyperspectral and LiDAR classifications. Photogrammetric Engineering & Remote Sensing 2006, 72(1):47-54.
    • (2006) Photogrammetric Engineering & Remote Sensing , vol.72 , Issue.1 , pp. 47-54
    • Mundt, J.1    Streutker, D.2    Glenn, N.3
  • 63
    • 50849112096 scopus 로고    scopus 로고
    • A new model of wind erosion in the presence of vegetation
    • Okin G.S. A new model of wind erosion in the presence of vegetation. Journal of Geophysical Research, Earth Surface 2008, 113(F2):2003-2012.
    • (2008) Journal of Geophysical Research, Earth Surface , vol.113 , Issue.F2 , pp. 2003-2012
    • Okin, G.S.1
  • 64
    • 0034890857 scopus 로고    scopus 로고
    • Practical limits on hyperspectral vegetation discrimination in arid and semiarid environments
    • Okin G.S., Roberts D.A., Murray B., Okin W.J. Practical limits on hyperspectral vegetation discrimination in arid and semiarid environments. Remote Sensing of Environment 2001, 77:212-215.
    • (2001) Remote Sensing of Environment , vol.77 , pp. 212-215
    • Okin, G.S.1    Roberts, D.A.2    Murray, B.3    Okin, W.J.4
  • 66
    • 84898459107 scopus 로고    scopus 로고
    • Comparison of simulated HyspIRI with two multispectral sensors for invasive species mapping
    • Olsson A.D., Morisette J.T. Comparison of simulated HyspIRI with two multispectral sensors for invasive species mapping. Photogrammetric Engineering & Remote Sensing 2014, 80(3):217-227.
    • (2014) Photogrammetric Engineering & Remote Sensing , vol.80 , Issue.3 , pp. 217-227
    • Olsson, A.D.1    Morisette, J.T.2
  • 67
    • 13344278660 scopus 로고    scopus 로고
    • Random forest classifier for remote sensing classification
    • Pal M. Random forest classifier for remote sensing classification. International Journal of Remote Sensing 2005, 26:217-222.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 217-222
    • Pal, M.1
  • 71
    • 33746112080 scopus 로고    scopus 로고
    • Evaluating the use of Landsat 30m enhanced thematic mapper to monitor vegetation cover in shrub-steppe environments
    • Ramsey R.D., Wright D.L., McGinty C. Evaluating the use of Landsat 30m enhanced thematic mapper to monitor vegetation cover in shrub-steppe environments. Geocarto International 2004, 19:39-47.
    • (2004) Geocarto International , vol.19 , pp. 39-47
    • Ramsey, R.D.1    Wright, D.L.2    McGinty, C.3
  • 72
    • 84855449469 scopus 로고    scopus 로고
    • Synergies between VSWIR and TIR data for the urban environment: An evaluation of the potential for the hyperspectral infrared imager (HyspIRI) decadal survey mission
    • Roberts D.A., Quattrochi D.A., Hulley G.C., Hook S.J., Green R.O. Synergies between VSWIR and TIR data for the urban environment: An evaluation of the potential for the hyperspectral infrared imager (HyspIRI) decadal survey mission. Remote Sensing of Environment 2012, 117:83-101.
    • (2012) Remote Sensing of Environment , vol.117 , pp. 83-101
    • Roberts, D.A.1    Quattrochi, D.A.2    Hulley, G.C.3    Hook, S.J.4    Green, R.O.5
  • 76
    • 0036323440 scopus 로고    scopus 로고
    • Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data: Decomposing biochemical from structural signals
    • Serrano L., Penuelas J., Ustin S.L. Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data: Decomposing biochemical from structural signals. Remote Sensing of Environment 2002, 81:355-364.
    • (2002) Remote Sensing of Environment , vol.81 , pp. 355-364
    • Serrano, L.1    Penuelas, J.2    Ustin, S.L.3
  • 77
    • 0036330345 scopus 로고    scopus 로고
    • Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages
    • Sims D.A., Gamon J.A. Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages. Remote Sensing of Environment 2002, 81:337-354.
    • (2002) Remote Sensing of Environment , vol.81 , pp. 337-354
    • Sims, D.A.1    Gamon, J.A.2
  • 80
    • 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. Vegetation in deserts: I. A regional measure of abundance from multispectral images. Remote Sensing of Environment 1990, 31(1):1-26.
    • (1990) Remote Sensing of Environment , vol.31 , Issue.1 , pp. 1-26
    • Smith, M.O.1    Ustin, S.L.2    Adams, J.B.3    Gillespie, A.R.4
  • 82
    • 39749101342 scopus 로고    scopus 로고
    • Monitoring shrubland habitat changes through object-based change identification with airborne multispectral imagery
    • Stow D., Hamada Y., Coulter L., Anguelova Z. Monitoring shrubland habitat changes through object-based change identification with airborne multispectral imagery. Remote Sensing of Environment 2008, 112(3):1051-1061.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.3 , pp. 1051-1061
    • Stow, D.1    Hamada, Y.2    Coulter, L.3    Anguelova, Z.4
  • 83
    • 33748111468 scopus 로고    scopus 로고
    • LiDAR measurement of sagebrush steppe vegetation heights
    • Streutker D., Glenn N. LiDAR measurement of sagebrush steppe vegetation heights. Remote Sensing of Environment 2006, 102(1):135-145.
    • (2006) Remote Sensing of Environment , vol.102 , Issue.1 , pp. 135-145
    • Streutker, D.1    Glenn, N.2
  • 85
    • 72449170109 scopus 로고    scopus 로고
    • An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests
    • Strobl C., Malley J., Tutz G. An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests. Psychological Methods 2009, 14(4):323-348.
    • (2009) Psychological Methods , vol.14 , Issue.4 , pp. 323-348
    • Strobl, C.1    Malley, J.2    Tutz, G.3
  • 87
    • 80052631826 scopus 로고    scopus 로고
    • Blair Mapping biomass and stress in the Sierra Nevada using LiDAR and hyperspectral
    • Swatantran A., Dubayah R., Roberts D., Hofton J., Blair Mapping biomass and stress in the Sierra Nevada using LiDAR and hyperspectral. Remote Sensing of Environment 2011, 211:2917-2930.
    • (2011) Remote Sensing of Environment , vol.211 , pp. 2917-2930
    • Swatantran, A.1    Dubayah, R.2    Roberts, D.3    Hofton, J.4
  • 89
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • Tucker C.J. Red and photographic infrared linear combinations for monitoring vegetation. Remote Sensing of the Environment 1979, 8:127-150.
    • (1979) Remote Sensing of the Environment , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 90
    • 84938977615 scopus 로고    scopus 로고
    • Retrieved from, (on 21 February, 2015)
    • USDA ARS Northwest Watershed Research Center reynolds-creek-098c-annual-precipitation.dat Retrieved from, (on 21 February, 2015). ftp://ftp.nwrc.ars.usda.gov/publicdatabase/.
    • reynolds-creek-098c-annual-precipitation.dat
  • 91
    • 77949492502 scopus 로고    scopus 로고
    • Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics
    • Vauhkonen J. Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics. Remote Sensing of Environment 2010, 114:1263-1276.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1263-1276
    • Vauhkonen, J.1
  • 95
    • 65549158559 scopus 로고    scopus 로고
    • Growing temperate shrubs over arid and semiarid regions in the community land model-dynamic global vegetation model
    • Zeng X., Zeng X., Barlage M. Growing temperate shrubs over arid and semiarid regions in the community land model-dynamic global vegetation model. Global Biogeochemical Cycles 2008, 22:GB3003.
    • (2008) Global Biogeochemical Cycles , vol.22
    • Zeng, X.1    Zeng, X.2    Barlage, M.3
  • 96
    • 84860326063 scopus 로고    scopus 로고
    • Using EO-1 hyperion to simulate HyspIRI products for a coniferous forest: The fraction of PAR absorbed by chlorophyll and leaf water content (LWC)
    • Zhang Q., Middleton E.M., Gao B.C., Cheng Y.B. Using EO-1 hyperion to simulate HyspIRI products for a coniferous forest: The fraction of PAR absorbed by chlorophyll and leaf water content (LWC). IEEE Transactions on Geoscience and Remote Sensing 2012, 50(5):1844-1852.
    • (2012) IEEE Transactions on Geoscience and Remote Sensing , vol.50 , Issue.5 , pp. 1844-1852
    • Zhang, Q.1    Middleton, E.M.2    Gao, B.C.3    Cheng, Y.B.4
  • 97
    • 84868663200 scopus 로고    scopus 로고
    • A meta-analysis of terrestrial aboveground biomass estimation using LiDAR remote sensing
    • Zolkos S.G., Goetz S.J., Dubayah R. A meta-analysis of terrestrial aboveground biomass estimation using LiDAR remote sensing. Remote Sensing of Environment 2013, 128:289-298.
    • (2013) Remote Sensing of Environment , vol.128 , pp. 289-298
    • Zolkos, S.G.1    Goetz, S.J.2    Dubayah, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.