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Volumn 192, Issue , 2017, Pages 58-72

Examining spectral reflectance features related to Arctic percent vegetation cover: Implications for hyperspectral remote sensing of Arctic tundra

Author keywords

Biophysical remote sensing; Field spectroscopy; Hyperion; NDVI; Spectral indices; Vegetation indices; WorldView 3

Indexed keywords

CELLULOSE; LANDFORMS; LIGNIN; MOISTURE DETERMINATION; REMOTE SENSING; SOIL MOISTURE; WATER ABSORPTION;

EID: 85012253767     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2017.02.002     Document Type: Article
Times cited : (37)

References (102)
  • 1
    • 85012298277 scopus 로고    scopus 로고
    • High-resolution satellite mapping of high arctic vegetation community composition and cover on the Sabine Peninsula, Melville Island, Nunavut
    • (Montreal, Quebec)
    • Allux, S., Budkewitsch, P., Treitz, P., High-resolution satellite mapping of high arctic vegetation community composition and cover on the Sabine Peninsula, Melville Island, Nunavut. International Polar Year 2012, 2012 (Montreal, Quebec).
    • (2012) International Polar Year 2012
    • Allux, S.1    Budkewitsch, P.2    Treitz, P.3
  • 2
    • 0032084065 scopus 로고    scopus 로고
    • Biophysical and biochemical sources of variability in canopy reflectance
    • Asner, G.P., Biophysical and biochemical sources of variability in canopy reflectance. Remote Sens. Environ. 64 (1998), 234–253, 10.1016/S0034-4257(98)00014-5.
    • (1998) Remote Sens. Environ. , vol.64 , pp. 234-253
    • Asner, G.P.1
  • 4
    • 84872296328 scopus 로고    scopus 로고
    • Arctic ecological classifications derived from vegetation community and satellite spectral data
    • Atkinson, D., Treitz, P., Arctic ecological classifications derived from vegetation community and satellite spectral data. Remote Sens. 4 (2012), 3948–3971, 10.3390/rs4123948.
    • (2012) Remote Sens. , vol.4 , pp. 3948-3971
    • Atkinson, D.1    Treitz, P.2
  • 5
    • 84878487891 scopus 로고    scopus 로고
    • Modeling biophysical variables across an Arctic latitudinal gradient using high spatial resolution remote sensing data
    • Atkinson, D.M., Treitz, P., Modeling biophysical variables across an Arctic latitudinal gradient using high spatial resolution remote sensing data. Arct. Antarct. Alp. Res. 45 (2013), 161–178.
    • (2013) Arct. Antarct. Alp. Res. , vol.45 , pp. 161-178
    • Atkinson, D.M.1    Treitz, P.2
  • 7
    • 64549096761 scopus 로고    scopus 로고
    • Mapping lithology of the Sarfartoq carbonatite complex, southern West Greenland, using HyMap imaging spectrometer data
    • Bedini, E., Mapping lithology of the Sarfartoq carbonatite complex, southern West Greenland, using HyMap imaging spectrometer data. Remote Sens. Environ. 113 (2009), 1208–1219.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 1208-1219
    • Bedini, E.1
  • 8
    • 0031177876 scopus 로고    scopus 로고
    • The reflectance spectra of organic matter in the visible near-infrared and short wave infrared region (400–2500 nm) during a controlled decomposition process
    • Ben-Dor, E., The reflectance spectra of organic matter in the visible near-infrared and short wave infrared region (400–2500 nm) during a controlled decomposition process. Remote Sens. Environ. 61 (1997), 1–15, 10.1016/S0034-4257(96)00120-4.
    • (1997) Remote Sens. Environ. , vol.61 , pp. 1-15
    • Ben-Dor, E.1
  • 9
    • 0032317096 scopus 로고    scopus 로고
    • Quantifying chlorophylls and carotenoids at leaf and canopy scales
    • Blackburn, G.A., Quantifying chlorophylls and carotenoids at leaf and canopy scales. Remote Sens. Environ. 66 (1998), 273–285, 10.1016/S0034-4257(98)00059-5.
    • (1998) Remote Sens. Environ. , vol.66 , pp. 273-285
    • Blackburn, G.A.1
  • 10
    • 80053499560 scopus 로고    scopus 로고
    • The response of Arctic vegetation to the summer climate: relation between shrub cover, NDVI, surface albedo and temperature
    • Blok, D., Schaepman-Strub, G., Bartholomeus, H., Heijmans, M.M.P.D., Maximov, T.C., Berendse, F., The response of Arctic vegetation to the summer climate: relation between shrub cover, NDVI, surface albedo and temperature. Environ. Res. Lett., 6, 2011, 35502, 10.1088/1748-9326/6/3/035502.
    • (2011) Environ. Res. Lett. , vol.6 , pp. 35502
    • Blok, D.1    Schaepman-Strub, G.2    Bartholomeus, H.3    Heijmans, M.M.P.D.4    Maximov, T.C.5    Berendse, F.6
  • 11
    • 84957900540 scopus 로고    scopus 로고
    • Differentiating among four Arctic tundra plant communities at Ivotuk, Alaska using field spectroscopy
    • Bratsch, S.N., Epstein, H.E., Buchhorn, M., Walker, D.A., Differentiating among four Arctic tundra plant communities at Ivotuk, Alaska using field spectroscopy. Remote Sens., 8, 2016, 10.3390/rs8010051.
    • (2016) Remote Sens. , vol.8
    • Bratsch, S.N.1    Epstein, H.E.2    Buchhorn, M.3    Walker, D.A.4
  • 12
    • 84884766132 scopus 로고    scopus 로고
    • Ground-based hyperspectral characterization of Alaska tundra vegetation along environmental gradients
    • Buchhorn, M., Walker, D.A., Heim, B., Raynolds, M.K., Epstein, H.E., Schwieder, M., Ground-based hyperspectral characterization of Alaska tundra vegetation along environmental gradients. Remote Sens. 5 (2013), 3971–4005, 10.3390/rs5083971.
    • (2013) Remote Sens. , vol.5 , pp. 3971-4005
    • Buchhorn, M.1    Walker, D.A.2    Heim, B.3    Raynolds, M.K.4    Epstein, H.E.5    Schwieder, M.6
  • 13
    • 0031463298 scopus 로고    scopus 로고
    • On the relation between NDVI, fractional vegetation cover, and leaf area index
    • Carlson, T.N., Ripley, D.A., On the relation between NDVI, fractional vegetation cover, and leaf area index. Remote Sens. Environ. 62 (1997), 241–252, 10.1016/S0034-4257(97)00104-1.
    • (1997) Remote Sens. Environ. , vol.62 , pp. 241-252
    • Carlson, T.N.1    Ripley, D.A.2
  • 14
    • 84952489552 scopus 로고
    • Ratios of leaf reflectances in narrow wavebands as indicators of plant stress
    • Carter, G.A., Ratios of leaf reflectances in narrow wavebands as indicators of plant stress. Int. J. Remote Sens. 15 (1994), 697–703, 10.1080/01431169408954109.
    • (1994) Int. J. Remote Sens. , vol.15 , pp. 697-703
    • Carter, G.A.1
  • 15
    • 0026472955 scopus 로고
    • Ratio analysis of reflectance spectra (RARS): an algorithm for the remote estimation of the concentrations of chlorophyll A, chlorophyll B, and carotenoids in soybean leaves
    • Chappelle, E.W., Kim, M.S., McMurtrey, J.E., Ratio analysis of reflectance spectra (RARS): an algorithm for the remote estimation of the concentrations of chlorophyll A, chlorophyll B, and carotenoids in soybean leaves. Remote Sens. Environ. 39 (1992), 239–247, 10.1016/0034-4257(92)90089-3.
    • (1992) Remote Sens. Environ. , vol.39 , pp. 239-247
    • Chappelle, E.W.1    Kim, M.S.2    McMurtrey, J.E.3
  • 16
    • 77956867577 scopus 로고    scopus 로고
    • Digital photograph analysis for measuring percent plant cover in the Arctic
    • Chen, Z., Chen, W., Leblanc, S.G., Henry, G.H.R., Digital photograph analysis for measuring percent plant cover in the Arctic. Arctic 63 (2010), 315–326.
    • (2010) Arctic , vol.63 , pp. 315-326
    • Chen, Z.1    Chen, W.2    Leblanc, S.G.3    Henry, G.H.R.4
  • 17
    • 84896911600 scopus 로고    scopus 로고
    • Artificial neural network modeling of high Arctic phytomass using synthetic aperture radar and multispectral data
    • Collingwood, A., Treitz, P., Charbonneau, F., Atkinson, D., Artificial neural network modeling of high Arctic phytomass using synthetic aperture radar and multispectral data. Remote Sens. 6 (2014), 2134–2153, 10.3390/rs6032134.
    • (2014) Remote Sens. , vol.6 , pp. 2134-2153
    • Collingwood, A.1    Treitz, P.2    Charbonneau, F.3    Atkinson, D.4
  • 18
    • 0024856758 scopus 로고
    • Remote sensing of foliar chemistry
    • Curran, P.J., Remote sensing of foliar chemistry. Remote Sens. Environ. 30 (1989), 271–278, 10.1016/0034-4257(89)90069-2.
    • (1989) Remote Sens. Environ. , vol.30 , pp. 271-278
    • Curran, P.J.1
  • 19
    • 0032207561 scopus 로고    scopus 로고
    • Remote sensing of chlorophyll a, chlorophyll b, chlorophyll a + b, and total carotenoid content in eucalyptus leaves
    • Datt, B., Remote sensing of chlorophyll a, chlorophyll b, chlorophyll a + b, and total carotenoid content in eucalyptus leaves. Remote Sens. Environ. 66 (1998), 111–121, 10.1016/S0034-4257(98)00046-7.
    • (1998) Remote Sens. Environ. , vol.66 , pp. 111-121
    • Datt, B.1
  • 20
    • 0033406206 scopus 로고    scopus 로고
    • Visible/near infrared reflectance and chlorophyll content in Eucalyptus leaves
    • Datt, B., Visible/near infrared reflectance and chlorophyll content in Eucalyptus leaves. Int. J. Remote Sens. 20 (1999), 2741–2759, 10.1080/014311699211778.
    • (1999) Int. J. Remote Sens. , vol.20 , pp. 2741-2759
    • Datt, B.1
  • 21
    • 0034333127 scopus 로고    scopus 로고
    • Estimating corn leaf chlorophyll concentration from leaf and canopy reflectance
    • Daughtry, C., Estimating corn leaf chlorophyll concentration from leaf and canopy reflectance. Remote Sens. Environ. 74 (2000), 229–239, 10.1016/S0034-4257(00)00113-9.
    • (2000) Remote Sens. Environ. , vol.74 , pp. 229-239
    • Daughtry, C.1
  • 22
    • 33646011245 scopus 로고    scopus 로고
    • Remote sensing the spatial distribution of crop residues
    • Daughtry, C., Hunt, E.R., Doraiswamy, P.C., McMurtrey, J.E., Remote sensing the spatial distribution of crop residues. Agron. J. 97 (2005), 864–871, 10.2134/agronj2003.0291.
    • (2005) Agron. J. , vol.97 , pp. 864-871
    • Daughtry, C.1    Hunt, E.R.2    Doraiswamy, P.C.3    McMurtrey, J.E.4
  • 23
    • 85002518519 scopus 로고    scopus 로고
    • Mapping Arctic tundra vegetation communities using field spectroscopy and multispectral satellite data in North Alaska, USA
    • Davidson, S., Santos, M., Sloan, V., Watts, J., Phoenix, G., Oechel, W., Zona, D., Mapping Arctic tundra vegetation communities using field spectroscopy and multispectral satellite data in North Alaska, USA. Remote. Sens., 8, 2016, 978, 10.3390/rs8120978.
    • (2016) Remote. Sens. , vol.8 , pp. 978
    • Davidson, S.1    Santos, M.2    Sloan, V.3    Watts, J.4    Phoenix, G.5    Oechel, W.6    Zona, D.7
  • 24
    • 0028554242 scopus 로고
    • The distribution of plant communities on Melville Island, Arctic Canada
    • R.L. Christie N.J. McMillan Geological Survey of Canada
    • Edlund, S.E., The distribution of plant communities on Melville Island, Arctic Canada. Christie, R.L., McMillan, N.J., (eds.) The Geology of Melville Island, Arctic Canada, 1993, Geological Survey of Canada, 247–255.
    • (1993) The Geology of Melville Island, Arctic Canada , pp. 247-255
    • Edlund, S.E.1
  • 26
    • 3943070991 scopus 로고    scopus 로고
    • Detecting changes in arctic tundra plant communities in response to warming over decadal time scales
    • Epstein, H.E., Calef, M.P., Walker, M.D., Chapin, F.S., Starfields, A.M., Detecting changes in arctic tundra plant communities in response to warming over decadal time scales. Glob. Chang. Biol. 10 (2004), 1325–1334, 10.1111/j.1529-8817.2003.00810.x.
    • (2004) Glob. Chang. Biol. , vol.10 , pp. 1325-1334
    • Epstein, H.E.1    Calef, M.P.2    Walker, M.D.3    Chapin, F.S.4    Starfields, A.M.5
  • 28
    • 0142123253 scopus 로고    scopus 로고
    • Derivation of a shortwave infrared water stress index from MODIS near- and shortwave infrared data in a semiarid environment
    • Fensholt, R., Sandholt, I., Derivation of a shortwave infrared water stress index from MODIS near- and shortwave infrared data in a semiarid environment. Remote Sens. Environ. 87 (2003), 111–121, 10.1016/j.rse.2003.07.002.
    • (2003) Remote Sens. Environ. , vol.87 , pp. 111-121
    • Fensholt, R.1    Sandholt, I.2
  • 31
    • 81355153754 scopus 로고    scopus 로고
    • Detecting long-term changes to vegetation in northern Canada using the Landsat satellite image archive
    • Fraser, R.H., Olthof, I., Carrière, M., Deschamps, A., Pouliot, D., Detecting long-term changes to vegetation in northern Canada using the Landsat satellite image archive. Environ. Res. Lett., 6, 2011, 45502, 10.1088/1748-9326/6/4/045502.
    • (2011) Environ. Res. Lett. , vol.6 , pp. 45502
    • Fraser, R.H.1    Olthof, I.2    Carrière, M.3    Deschamps, A.4    Pouliot, D.5
  • 32
    • 0026451960 scopus 로고
    • A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency
    • Gamon, J.A., Peñuelas, J., Field, C.B., A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency. Remote Sens. Environ. 41 (1992), 35–44, 10.1016/0034-4257(92)90059-S.
    • (1992) Remote Sens. Environ. , vol.41 , pp. 35-44
    • Gamon, J.A.1    Peñuelas, J.2    Field, C.B.3
  • 33
    • 0030429663 scopus 로고    scopus 로고
    • NDWI - a normalized difference water index for remote sensing of vegetation liquid water from space
    • Gao, B.C., NDWI - a normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sens. Environ. 58 (1996), 257–266, 10.1016/S0034-4257(96)00067-3.
    • (1996) Remote Sens. Environ. , vol.58 , pp. 257-266
    • Gao, B.C.1
  • 34
    • 0037356853 scopus 로고    scopus 로고
    • Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves
    • Gitelson, A., Gritz, Y., Merzlyak, M., Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves. J. Plant Physiol. 160 (2003), 271–282, 10.1078/0176-1617-00887.
    • (2003) J. Plant Physiol. , vol.160 , pp. 271-282
    • Gitelson, A.1    Gritz, Y.2    Merzlyak, M.3
  • 35
    • 33746572112 scopus 로고    scopus 로고
    • Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves
    • Gitelson, A., Keydan, G., Merzlyak, M., Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves. Geophys. Res. Lett., 33, 2006, L11402, 10.1029/2006GL026457.
    • (2006) Geophys. Res. Lett. , vol.33
    • Gitelson, A.1    Keydan, G.2    Merzlyak, M.3
  • 37
    • 0036323544 scopus 로고    scopus 로고
    • Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture
    • Haboudane, D., Miller, J.R., Tremblay, N., Zarco-Tejada, P.J., Dextraze, L., Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture. Remote Sens. Environ. 81 (2002), 416–426, 10.1016/S0034-4257(02)00018-4.
    • (2002) Remote Sens. Environ. , vol.81 , pp. 416-426
    • Haboudane, D.1    Miller, J.R.2    Tremblay, N.3    Zarco-Tejada, P.J.4    Dextraze, L.5
  • 38
    • 0026301487 scopus 로고
    • Monitoring natural vegetation in Southern Greenland using NOAA AVHRR and field measurements
    • Hansen, B.U., Monitoring natural vegetation in Southern Greenland using NOAA AVHRR and field measurements. Arctic, 44, 1991, 10.14430/arctic1575.
    • (1991) Arctic , vol.44
    • Hansen, B.U.1
  • 39
    • 0021091121 scopus 로고
    • The influence of soil salinity, growth form, and leaf moisture on the spectral radiance of Spartina alterniflora canopies
    • Hardisky, M.A., Klemas, V., Smart, R.M., The influence of soil salinity, growth form, and leaf moisture on the spectral radiance of Spartina alterniflora canopies. Photogramm. Eng. Remote. Sens. 49 (1983), 77–84.
    • (1983) Photogramm. Eng. Remote. Sens. , vol.49 , pp. 77-84
    • Hardisky, M.A.1    Klemas, V.2    Smart, R.M.3
  • 40
    • 33646428629 scopus 로고    scopus 로고
    • Mapping lithology in Canada's Arctic: application of hyperspectral data using the minimum noise fraction transformation and matched filtering
    • Harris, J.R., Rogge, D., Hitchcock, R., Ijewliw, O., Wright, D., Mapping lithology in Canada's Arctic: application of hyperspectral data using the minimum noise fraction transformation and matched filtering. Can. J. Earth Sci. 42 (2005), 2173–2193.
    • (2005) Can. J. Earth Sci. , vol.42 , pp. 2173-2193
    • Harris, J.R.1    Rogge, D.2    Hitchcock, R.3    Ijewliw, O.4    Wright, D.5
  • 41
    • 85012297834 scopus 로고
    • Geology, Melville Island and Adjacent Smaller Islands, Canadian Arctic Archipelago, District of Franklin, Northwest Territories
    • Harrison, J.C., Geology, Melville Island and Adjacent Smaller Islands, Canadian Arctic Archipelago, District of Franklin, Northwest Territories. 1990, 10.4095/131504.
    • (1990)
    • Harrison, J.C.1
  • 43
    • 0027788684 scopus 로고
    • The relationship between tussock tundra spectral reflectance properties and biomass and vegetation composition
    • Hope, A.S., Kimball, J.S., Stow, D.A., The relationship between tussock tundra spectral reflectance properties and biomass and vegetation composition. Int. J. Remote Sens. 14 (1993), 1861–1874, 10.1080/01431169308954008.
    • (1993) Int. J. Remote Sens. , vol.14 , pp. 1861-1874
    • Hope, A.S.1    Kimball, J.S.2    Stow, D.A.3
  • 44
    • 77955402558 scopus 로고    scopus 로고
    • High Arctic plant community resists 15 years of experimental warming
    • Hudson, J., Henry, G., High Arctic plant community resists 15 years of experimental warming. J. Ecol. 98 (2010), 1035–1041.
    • (2010) J. Ecol. , vol.98 , pp. 1035-1041
    • Hudson, J.1    Henry, G.2
  • 47
    • 0024856777 scopus 로고
    • Detection of changes in leaf water content using near- and middle-infrared reflectances
    • Hunter, E., Rock, B., Detection of changes in leaf water content using near- and middle-infrared reflectances. Remote Sens. Environ. 30 (1989), 43–54, 10.1016/0034-4257(89)90046-1.
    • (1989) Remote Sens. Environ. , vol.30 , pp. 43-54
    • Hunter, E.1    Rock, B.2
  • 48
    • 84926664150 scopus 로고    scopus 로고
    • Climate Change 2013 - The Physical Science Basis
    • Cambridge Cambridge University Press
    • IPCC, Climate Change 2013 - The Physical Science Basis. Cambridge, 2013, Cambridge University Press, 10.1017/CBO9781107415324.
    • (2013)
    • IPCC1
  • 49
    • 71849118214 scopus 로고    scopus 로고
    • Vegetation greening in the Canadian Arctic related to decadal warming
    • Jia, G.J., Epstein, H.E., Walker, D.A., Vegetation greening in the Canadian Arctic related to decadal warming. J. Environ. Monit. 11 (2009), 2231–2238.
    • (2009) J. Environ. Monit. , vol.11 , pp. 2231-2238
    • Jia, G.J.1    Epstein, H.E.2    Walker, D.A.3
  • 50
    • 84897582675 scopus 로고    scopus 로고
    • The relationship between phytomass, NDVI and vegetation communities on Svalbard
    • Johansen, B., Tømmervik, H., The relationship between phytomass, NDVI and vegetation communities on Svalbard. Int. J. Appl. Earth Obs. Geoinf. 27 (2014), 20–30, 10.1016/j.jag.2013.07.001.
    • (2014) Int. J. Appl. Earth Obs. Geoinf. , vol.27 , pp. 20-30
    • Johansen, B.1    Tømmervik, H.2
  • 51
    • 84955258601 scopus 로고    scopus 로고
    • The vegetation greenness trend in Canada and US Alaska from 1984–2012 Landsat data
    • Ju, J., Masek, J.G., The vegetation greenness trend in Canada and US Alaska from 1984–2012 Landsat data. Remote Sens. Environ. 176 (2016), 1–16, 10.1016/j.rse.2016.01.001.
    • (2016) Remote Sens. Environ. , vol.176 , pp. 1-16
    • Ju, J.1    Masek, J.G.2
  • 52
    • 84906492507 scopus 로고    scopus 로고
    • Arctic shrub effects on NDVI, summer albedo and soil shading
    • Juszak, I., Erb, A.M., Maximov, T.C., Schaepman-Strub, G., Arctic shrub effects on NDVI, summer albedo and soil shading. Remote Sens. Environ. 153 (2014), 79–89, 10.1016/j.rse.2014.07.021.
    • (2014) Remote Sens. Environ. , vol.153 , pp. 79-89
    • Juszak, I.1    Erb, A.M.2    Maximov, T.C.3    Schaepman-Strub, G.4
  • 53
    • 67650254774 scopus 로고    scopus 로고
    • Spectral vegetation indices for estimating shrub cover, green phytomass and leaf turnover in a sedge-shrub tundra
    • Kushida, K., Kim, Y., Tsuyuzaki, S., Fukuda, M., Spectral vegetation indices for estimating shrub cover, green phytomass and leaf turnover in a sedge-shrub tundra. Int. J. Remote Sens. 30 (2009), 1651–1658, 10.1080/01431160802502632.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 1651-1658
    • Kushida, K.1    Kim, Y.2    Tsuyuzaki, S.3    Fukuda, M.4
  • 54
  • 55
    • 43649087812 scopus 로고    scopus 로고
    • Remote sensing of Arctic vegetation: relations between the NDVI, spatial resolution and vegetation cover on Boothia Peninsula, Nunavut
    • Laidler, G.J., Treitz, P.M., Atkinson, D.M., Remote sensing of Arctic vegetation: relations between the NDVI, spatial resolution and vegetation cover on Boothia Peninsula, Nunavut. Arctic 61 (2008), 1–13.
    • (2008) Arctic , vol.61 , pp. 1-13
    • Laidler, G.J.1    Treitz, P.M.2    Atkinson, D.M.3
  • 56
    • 0842284654 scopus 로고    scopus 로고
    • Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements
    • le Maire, G., François, C., Dufrêne, E., Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements. Remote Sens. Environ. 89 (2004), 1–28, 10.1016/j.rse.2003.09.004.
    • (2004) Remote Sens. Environ. , vol.89 , pp. 1-28
    • le Maire, G.1    François, C.2    Dufrêne, E.3
  • 57
    • 77649144509 scopus 로고    scopus 로고
    • Discrimination of sedimentary lithologies using Hyperion and Landsat Thematic Mapper data: a case study at Melville Island, Canadian High Arctic
    • Leverington, D.W., Discrimination of sedimentary lithologies using Hyperion and Landsat Thematic Mapper data: a case study at Melville Island, Canadian High Arctic. Int. J. Remote Sens. 31 (2010), 233–260.
    • (2010) Int. J. Remote Sens. , vol.31 , pp. 233-260
    • Leverington, D.W.1
  • 58
    • 0003831376 scopus 로고    scopus 로고
    • Quantitative Remote Sensing of Land Surfaces
    • John Wiley & Sons
    • Liang, S., Quantitative Remote Sensing of Land Surfaces. 2005, John Wiley & Sons.
    • (2005)
    • Liang, S.1
  • 59
    • 77954360371 scopus 로고    scopus 로고
    • Simulation of EO-1 Hyperion data from ALI multispectral data based on the spectral reconstruction approach
    • Liu, B., Zhang, L., Zhang, X., Zhang, B., Tong, Q., Simulation of EO-1 Hyperion data from ALI multispectral data based on the spectral reconstruction approach. Sensors 9 (2009), 3090–3108, 10.3390/s90403090.
    • (2009) Sensors , vol.9 , pp. 3090-3108
    • Liu, B.1    Zhang, L.2    Zhang, X.3    Zhang, B.4    Tong, Q.5
  • 60
    • 51049120933 scopus 로고    scopus 로고
    • Calibration and validation of hyperspectral indices for the estimation of broadleaved forest leaf chlorophyll content, leaf mass per area, leaf area index and leaf canopy biomass
    • Le Maire, G., François, C., Soudani, K., Berveiller, D., Pontailler, J.-Y., Bréda, N., Genet, H., Davi, H., Dufrêne, E., Calibration and validation of hyperspectral indices for the estimation of broadleaved forest leaf chlorophyll content, leaf mass per area, leaf area index and leaf canopy biomass. Remote Sens. Environ. 112 (2008), 3846–3864, 10.1016/j.rse.2008.06.005.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 3846-3864
    • Le Maire, G.1    François, C.2    Soudani, K.3    Berveiller, D.4    Pontailler, J.-Y.5    Bréda, N.6    Genet, H.7    Davi, H.8    Dufrêne, E.9
  • 61
    • 0033004343 scopus 로고    scopus 로고
    • Non-destructive optical detection of pigment changes during leaf senescence and fruit ripening
    • Merzlyak, M.N., Gitelson, A.A., Chivkunova, O.B., Rakitin, V.Y., Non-destructive optical detection of pigment changes during leaf senescence and fruit ripening. Physiol. Plant. 106 (1999), 135–141, 10.1034/j.1399-3054.1999.106119.x.
    • (1999) Physiol. Plant. , vol.106 , pp. 135-141
    • Merzlyak, M.N.1    Gitelson, A.A.2    Chivkunova, O.B.3    Rakitin, V.Y.4
  • 62
    • 0003900007 scopus 로고    scopus 로고
    • ITEX Manual (Second Edition)
    • (Copenhagen)
    • Molau, U., Mølgaard, P., ITEX Manual (Second Edition). 1996 (Copenhagen).
    • (1996)
    • Molau, U.1    Mølgaard, P.2
  • 64
    • 0030619096 scopus 로고    scopus 로고
    • Increased plant growth in the northern high latitudes from 1981 to 1991
    • Myneni, R.B., Keeling, C.D., Tucker, C.J., Asrar, G., Nemani, R.R., Increased plant growth in the northern high latitudes from 1981 to 1991. Nature 386 (1997), 698–702, 10.1038/386698a0.
    • (1997) Nature , vol.386 , pp. 698-702
    • Myneni, R.B.1    Keeling, C.D.2    Tucker, C.J.3    Asrar, G.4    Nemani, R.R.5
  • 66
    • 84962800136 scopus 로고    scopus 로고
    • Detection of landscape dynamics in the Arctic Lena Delta with temporally dense Landsat time-series stacks
    • Nitze, I., Grosse, G., Detection of landscape dynamics in the Arctic Lena Delta with temporally dense Landsat time-series stacks. Remote Sens. Environ. 181 (2016), 27–41, 10.1016/j.rse.2016.03.038.
    • (2016) Remote Sens. Environ. , vol.181 , pp. 27-41
    • Nitze, I.1    Grosse, G.2
  • 67
    • 77952771346 scopus 로고    scopus 로고
    • Development of a circa 2000 land cover map of northern Canada at 30 m resolution from Landsat
    • Olthof, I., Latifovic, R., Pouliot, D., Development of a circa 2000 land cover map of northern Canada at 30 m resolution from Landsat. Can. J. Remote. Sens. 35 (2009), 152–165, 10.5589/m09-007.
    • (2009) Can. J. Remote. Sens. , vol.35 , pp. 152-165
    • Olthof, I.1    Latifovic, R.2    Pouliot, D.3
  • 68
    • 0028836811 scopus 로고
    • Semi-empirical indices to assess carotenoids/chlorophyll a ratio from leaf spectral reflectance
    • Penuelas, J., Baret, F., Filella, I., Semi-empirical indices to assess carotenoids/chlorophyll a ratio from leaf spectral reflectance. Photosynthetica 31 (1995), 221–230.
    • (1995) Photosynthetica , vol.31 , pp. 221-230
    • Penuelas, J.1    Baret, F.2    Filella, I.3
  • 69
    • 0031225091 scopus 로고    scopus 로고
    • Estimation of plant water concentration by the reflectance Water Index WI (R900/R970)
    • Penuelas, J., Pinol, J., Ogaya, R., Filella, I., Estimation of plant water concentration by the reflectance Water Index WI (R900/R970). Int. J. Remote Sens. 18 (1997), 2869–2875, 10.1080/014311697217396.
    • (1997) Int. J. Remote Sens. , vol.18 , pp. 2869-2875
    • Penuelas, J.1    Pinol, J.2    Ogaya, R.3    Filella, I.4
  • 71
    • 80054732694 scopus 로고    scopus 로고
    • A new estimate of tundra-biome phytomass from trans-Arctic field data and AVHRR NDVI
    • Raynolds, M.K., Walker, D.A., Epstein, H.E., Pinzon, J.E., Tucker, C.J., A new estimate of tundra-biome phytomass from trans-Arctic field data and AVHRR NDVI. Remote Sens. Lett. 3 (2012), 403–411, 10.1080/01431161.2011.609188.
    • (2012) Remote Sens. Lett. , vol.3 , pp. 403-411
    • Raynolds, M.K.1    Walker, D.A.2    Epstein, H.E.3    Pinzon, J.E.4    Tucker, C.J.5
  • 72
    • 18644383618 scopus 로고    scopus 로고
    • Biotic controls over spectral reflectance of arctic tundra vegetation
    • Riedel, S.M., Epstein, H.E., Walker, D.A., Biotic controls over spectral reflectance of arctic tundra vegetation. Int. J. Remote Sens. 26 (2005), 2391–2405, 10.1080/01431160512331337754.
    • (2005) Int. J. Remote Sens. , vol.26 , pp. 2391-2405
    • Riedel, S.M.1    Epstein, H.E.2    Walker, D.A.3
  • 73
    • 18644383811 scopus 로고    scopus 로고
    • Spatial and temporal heterogeneity of vegetation properties among four tundra plant communities at Ivotuk, Alaska, U.S.A. Arctic
    • Riedel, S.M., Epstein, H.E., Walker, D.A., Richardson, D.L., Calef, M.P., Edwards, E., Moody, A., Spatial and temporal heterogeneity of vegetation properties among four tundra plant communities at Ivotuk, Alaska, U.S.A. Arctic. Antarct. Alp. Res. 37 (2005), 25–33, 10.1657/1523-0430(2005)037[0025:sathov]2.0.co;2.
    • (2005) Antarct. Alp. Res. , vol.37 , pp. 25-33
    • Riedel, S.M.1    Epstein, H.E.2    Walker, D.A.3    Richardson, D.L.4    Calef, M.P.5    Edwards, E.6    Moody, A.7
  • 74
    • 82155171324 scopus 로고    scopus 로고
    • Estimation of dry matter content in leaves using normalized indexes and PROSPECT model inversion
    • Romero, A., Aguado, I., Yebra, M., Estimation of dry matter content in leaves using normalized indexes and PROSPECT model inversion. Int. J. Remote Sens. 33 (2012), 396–414, 10.1080/01431161.2010.532819.
    • (2012) Int. J. Remote Sens. , vol.33 , pp. 396-414
    • Romero, A.1    Aguado, I.2    Yebra, M.3
  • 76
    • 84873247679 scopus 로고    scopus 로고
    • Identifying permafrost slope disturbance using multi-temporal optical satellite images and change detection techniques
    • Rudy, A.C.A., Lamoureux, S.F., Treitz, P., Collingwood, A., Identifying permafrost slope disturbance using multi-temporal optical satellite images and change detection techniques. Cold Reg. Sci. Technol. 88 (2013), 37–49, 10.1016/j.coldregions.2012.12.008.
    • (2013) Cold Reg. Sci. Technol. , vol.88 , pp. 37-49
    • Rudy, A.C.A.1    Lamoureux, S.F.2    Treitz, P.3    Collingwood, A.4
  • 77
    • 0036323440 scopus 로고    scopus 로고
    • Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data
    • Serrano, L., Peñuelas, J., Ustin, S.L., Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data. Remote Sens. Environ. 81 (2002), 355–364, 10.1016/S0034-4257(02)00011-1.
    • (2002) Remote Sens. Environ. , vol.81 , pp. 355-364
    • Serrano, L.1    Peñuelas, J.2    Ustin, S.L.3
  • 78
    • 0000891873 scopus 로고
    • Response to fertilization by various plant growth forms in an Alaskan tundra: nutrient accumulation and growth
    • Shaver, G.R., Chapin, F.S.I., Response to fertilization by various plant growth forms in an Alaskan tundra: nutrient accumulation and growth. Ecology 61 (1980), 662–675.
    • (1980) Ecology , vol.61 , pp. 662-675
    • Shaver, G.R.1    Chapin, F.S.I.2
  • 79
    • 0028862640 scopus 로고
    • Biomass and leaf-area index maps derived from SPOT images for Toolik Lake and Imnavait Creek areas, Alaska
    • Shippert, M.M., Walker, D.A., Auerbach, N.A., Lewis, B.E., Biomass and leaf-area index maps derived from SPOT images for Toolik Lake and Imnavait Creek areas, Alaska. Polar Rec. (Gr. Brit), 31, 1995, 147, 10.1017/S0032247400013644.
    • (1995) Polar Rec. (Gr. Brit) , vol.31 , pp. 147
    • Shippert, M.M.1    Walker, D.A.2    Auerbach, N.A.3    Lewis, B.E.4
  • 80
    • 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 Sens. Environ. 81 (2002), 337–354, 10.1016/S0034-4257(02)00010-X.
    • (2002) Remote Sens. Environ. , vol.81 , pp. 337-354
    • Sims, D.A.1    Gamon, J.A.2
  • 81
    • 79954622955 scopus 로고    scopus 로고
    • Endmember variability in spectral mixture analysis: a review
    • Somers, B., Asner, G.P., Tits, L., Coppin, P., Endmember variability in spectral mixture analysis: a review. Remote Sens. Environ., 2011, 10.1016/j.rse.2011.03.003.
    • (2011) Remote Sens. Environ.
    • Somers, B.1    Asner, G.P.2    Tits, L.3    Coppin, P.4
  • 82
    • 14744289023 scopus 로고    scopus 로고
    • Spectral mixture analysis for subpixel vegetation fractions in the urban environment: how to incorporate endmember variability?
    • Song, C., Spectral mixture analysis for subpixel vegetation fractions in the urban environment: how to incorporate endmember variability?. Remote Sens. Environ. 95 (2005), 248–263, 10.1016/j.rse.2005.01.002.
    • (2005) Remote Sens. Environ. , vol.95 , pp. 248-263
    • Song, C.1
  • 86
    • 84864744814 scopus 로고    scopus 로고
    • Landscape heterogeneity of shrub expansion in Arctic Alaska
    • Tape, K.D., Hallinger, M., Welker, J.M., Ruess, R.W., Landscape heterogeneity of shrub expansion in Arctic Alaska. Ecosystems 15 (2012), 711–724, 10.1007/s10021-012-9540-4.
    • (2012) Ecosystems , vol.15 , pp. 711-724
    • Tape, K.D.1    Hallinger, M.2    Welker, J.M.3    Ruess, R.W.4
  • 87
    • 84877902845 scopus 로고    scopus 로고
    • Selection of hyperspectral narrowbands (HNBs) and composition of hyperspectral twoband vegetation indices (HVIs) for biophysical characterization and discrimination of crop types using field reflectance and Hyperion/EO-1 Data
    • Thenkabail, P.S., Mariotto, I., Gumma, M.K., Middleton, E.M., Landis, D.R., Huemmrich, K.F., Selection of hyperspectral narrowbands (HNBs) and composition of hyperspectral twoband vegetation indices (HVIs) for biophysical characterization and discrimination of crop types using field reflectance and Hyperion/EO-1 Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 6 (2013), 427–439, 10.1109/JSTARS.2013.2252601.
    • (2013) IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. , vol.6 , pp. 427-439
    • Thenkabail, P.S.1    Mariotto, I.2    Gumma, M.K.3    Middleton, E.M.4    Landis, D.R.5    Huemmrich, K.F.6
  • 88
    • 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 Sens. Environ. 8 (1979), 127–150, 10.1016/0034-4257(79)90013-0.
    • (1979) Remote Sens. Environ. , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 89
    • 64549143739 scopus 로고    scopus 로고
    • Spectral characterization of periglacial surfaces and geomorphological units in the Arctic Lena Delta using field spectrometry and remote sensing
    • Ulrich, M., Grosse, G., Chabrillat, S., Schirrmeister, L., Spectral characterization of periglacial surfaces and geomorphological units in the Arctic Lena Delta using field spectrometry and remote sensing. Remote Sens. Environ. 113 (2009), 1220–1235 http://dx.doi.org/10.1016/j.rse.2009.02.009.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 1220-1235
    • Ulrich, M.1    Grosse, G.2    Chabrillat, S.3    Schirrmeister, L.4
  • 90
    • 0030621388 scopus 로고    scopus 로고
    • Using Thematic Mapper data to identify contrasting soil plains and tillage practices
    • van Deventer, A.P., Ward, A.D., Gowda, P.H., Lyon, J.G., Using Thematic Mapper data to identify contrasting soil plains and tillage practices. Photogramm. Eng. Remote. Sens. 63 (1997), 87–93.
    • (1997) Photogramm. Eng. Remote. Sens. , vol.63 , pp. 87-93
    • van Deventer, A.P.1    Ward, A.D.2    Gowda, P.H.3    Lyon, J.G.4
  • 91
    • 12944300214 scopus 로고    scopus 로고
    • Tight coupling between leaf area index and foliage N content in arctic plant communities
    • van Wijk, M.T., Williams, M., Shaver, G.R., Tight coupling between leaf area index and foliage N content in arctic plant communities. Oecologia 142 (2005), 421–427, 10.1007/s00442-004-1733-x.
    • (2005) Oecologia , vol.142 , pp. 421-427
    • van Wijk, M.T.1    Williams, M.2    Shaver, G.R.3
  • 94
    • 80052428082 scopus 로고    scopus 로고
    • Vegetation of zonal patterned-ground ecosystems along the North America Arctic bioclimate gradient
    • Walker, D.A., Kuss, P., Epstein, H.E., Kade, A.N., Vonlanthen, C.M., Raynolds, M.K., Daniëls, F.J.A., Vegetation of zonal patterned-ground ecosystems along the North America Arctic bioclimate gradient. Appl. Veg. Sci. 14 (2011), 440–463, 10.1111/j.1654-109X.2011.01149.x.
    • (2011) Appl. Veg. Sci. , vol.14 , pp. 440-463
    • Walker, D.A.1    Kuss, P.2    Epstein, H.E.3    Kade, A.N.4    Vonlanthen, C.M.5    Raynolds, M.K.6    Daniëls, F.J.A.7
  • 95
    • 78651424705 scopus 로고    scopus 로고
    • Towards estimation of canopy foliar biomass with spectral reflectance measurements
    • Wang, L., Hunt, E.R., Qu, J.J., Hao, X., Daughtry, C.S.T., Towards estimation of canopy foliar biomass with spectral reflectance measurements. Remote Sens. Environ. 115 (2011), 836–840, 10.1016/j.rse.2010.11.011.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 836-840
    • Wang, L.1    Hunt, E.R.2    Qu, J.J.3    Hao, X.4    Daughtry, C.S.T.5
  • 96
    • 23044455336 scopus 로고    scopus 로고
    • Optical instruments for measuring leaf area index in low vegetation: application in Arctic ecosystems
    • Williams, M., Optical instruments for measuring leaf area index in low vegetation: application in Arctic ecosystems. Ecol. Appl. 15 (2005), 1462–1470, 10.1890/03-5354.
    • (2005) Ecol. Appl. , vol.15 , pp. 1462-1470
    • Williams, M.1
  • 97
    • 44849125486 scopus 로고    scopus 로고
    • Upscaling leaf area index in an Arctic landscape through multiscale observations
    • Williams, M., Bell, R., Spadavecchia, L., Street, L.E., van Wijk, M.T., Upscaling leaf area index in an Arctic landscape through multiscale observations. Glob. Chang. Biol. 14 (2008), 1517–1530, 10.1111/j.1365-2486.2008.01590.x.
    • (2008) Glob. Chang. Biol. , vol.14 , pp. 1517-1530
    • Williams, M.1    Bell, R.2    Spadavecchia, L.3    Street, L.E.4    van Wijk, M.T.5
  • 99
    • 0036741018 scopus 로고    scopus 로고
    • Vegetation stress detection through chlorophyll + estimation and fluorescence effects on hyperspectral imagery
    • Zarco-Tejada, P., Miller, J.R., Mohammed, G.H., Noland, T.L., Sampson, P.H., Vegetation stress detection through chlorophyll + estimation and fluorescence effects on hyperspectral imagery. J. Environ. Qual. 31 (2002), 1433–1441, 10.2134/jeq2002.1433.
    • (2002) J. Environ. Qual. , vol.31 , pp. 1433-1441
    • Zarco-Tejada, P.1    Miller, J.R.2    Mohammed, G.H.3    Noland, T.L.4    Sampson, P.H.5
  • 100
    • 0346665905 scopus 로고    scopus 로고
    • Steady-state chlorophyll a fluorescence detection from canopy derivative reflectance and double-peak red-edge effects
    • Zarco-Tejada, P., Pushnik, J., Dobrowski, S., Ustin, S., Steady-state chlorophyll a fluorescence detection from canopy derivative reflectance and double-peak red-edge effects. Remote Sens. Environ. 84 (2003), 283–294, 10.1016/S0034-4257(02)00113-X.
    • (2003) Remote Sens. Environ. , vol.84 , pp. 283-294
    • Zarco-Tejada, P.1    Pushnik, J.2    Dobrowski, S.3    Ustin, S.4
  • 101
    • 0037466385 scopus 로고    scopus 로고
    • Water content estimation in vegetation with MODIS reflectance data and model inversion methods
    • Zarco-Tejada, P., Rueda, C., Ustin, S., Water content estimation in vegetation with MODIS reflectance data and model inversion methods. Remote Sens. Environ. 85 (2003), 109–124, 10.1016/S0034-4257(02)00197-9.
    • (2003) Remote Sens. Environ. , vol.85 , pp. 109-124
    • Zarco-Tejada, P.1    Rueda, C.2    Ustin, S.3
  • 102
    • 84555190803 scopus 로고    scopus 로고
    • Recent changes in phenology over the northern high latitudes detected from multi-satellite data
    • Zeng, H., Jia, G., Epstein, H., Recent changes in phenology over the northern high latitudes detected from multi-satellite data. Environ. Res. Lett., 6, 2011, 45508.
    • (2011) Environ. Res. Lett. , vol.6 , pp. 45508
    • Zeng, H.1    Jia, G.2    Epstein, H.3


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