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Volumn 30, Issue 24, 2009, Pages 6497-6517

Estimating aboveground biomass of grassland having a high canopy cover: An exploratory analysis of in situ hyperspectral data

Author keywords

[No Author keywords available]

Indexed keywords

BIOMASS; INFRARED DEVICES; LEAST SQUARES APPROXIMATIONS; REFLECTION; REGRESSION ANALYSIS; REMOTE SENSING;

EID: 77449091194     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160902882496     Document Type: Article
Times cited : (122)

References (57)
  • 1
    • 0027788573 scopus 로고
    • Evaluating Landsat Thematic Mapper derived vegetation indices for estimating above-ground biomass on semiarid range-lands
    • ANDERSON, G.L., HANSON, J.D. and HASS, R.H., 1993, Evaluating Landsat Thematic Mapper derived vegetation indices for estimating above-ground biomass on semiarid range-lands. Remote Sensing of Environment, 45, pp. 165-175.
    • (1993) Remote Sensing of Environment , vol.45 , pp. 165-175
    • Anderson, G.L.1    Hanson, J.D.2    Hass, R.H.3
  • 2
    • 0035031849 scopus 로고    scopus 로고
    • Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density
    • BROGE, N.H. and LEBLANC, E., 2000, Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density. Remote Sensing of Environment, 76, pp. 156-172.
    • (2000) Remote Sensing of Environment , vol.76 , pp. 156-172
    • Broge, N.H.1    Leblanc, E.2
  • 3
    • 0030231725 scopus 로고    scopus 로고
    • Evaluation of vegetation indices and modified simple ratio for boreal applications
    • CHEN, J., 1996, Evaluation of vegetation indices and modified simple ratio for boreal applications. Canada Journal Remote Sensing, 22, pp. 229-242.
    • (1996) Canada Journal Remote Sensing , vol.22 , pp. 229-242
    • Chen, J.1
  • 4
    • 33644781472 scopus 로고    scopus 로고
    • A new technique for extracting the red edge position from hyperspectral data: The linear extrapolation method
    • CHO, M.A. and SKIDMORE, A.K., 2006, A new technique for extracting the red edge position from hyperspectral data: the linear extrapolation method. Remote Sensing of Environment, 101, pp. 181-193.
    • (2006) Remote Sensing of Environment , vol.101 , pp. 181-193
    • Cho, M.A.1    Skidmore, A.K.2
  • 5
    • 36248949001 scopus 로고    scopus 로고
    • Estimation of green grass/herb biomass form air-borne hyperspectral imagery using spectral indices and partial least squares regression
    • CHO, M.A., SKIDMORE, A., CORSI, F., VAN WIEREN S.E. and SOBHAN, I., 2007, Estimation of green grass/herb biomass form air-borne hyperspectral imagery using spectral indices and partial least squares regression. International Journal of Applied Earth Observation, 9, pp. 414-424.
    • (2007) International Journal of Applied Earth Observation , vol.9 , pp. 414-424
    • Cho, M.A.1    Skidmore, A.2    Corsi, F.3    van Wieren, S.E.4    Sobhan, I.5
  • 6
    • 0021644332 scopus 로고
    • Reflectance spectroscopy - quantitative analysis techniques for remote sensing applications
    • CLARK, R.N. and ROUSH, T.L., 1984, Reflectance spectroscopy - quantitative analysis techniques for remote sensing applications. Journal of Geophysical Research, 89, pp. 6329-6340.
    • (1984) Journal of Geophysical Research , vol.89 , pp. 6329-6340
    • Clark, R.N.1    Roush, T.L.2
  • 7
    • 0024856758 scopus 로고
    • Remote-sensing of foliar chemistry
    • CURRAN, P.J., 1989, Remote-sensing of foliar chemistry. Remote Sensing of Environment, 30, pp. 271-278.
    • (1989) Remote Sensing of Environment , vol.30 , pp. 271-278
    • Curran, P.J.1
  • 8
    • 0034969185 scopus 로고    scopus 로고
    • Estimating the foliar biochemical concentration of leaves with reflectance spectrometry: Testing the Kokaly and Clark methodologies
    • CURRAN, P.J., DUNGAN, J.L. and PETERSON, D.L., 2001, Estimating the foliar biochemical concentration of leaves with reflectance spectrometry: testing the Kokaly and Clark methodologies. Remote Sensing of Environment, 76, pp. 349-359.
    • (2001) Remote Sensing of Environment , vol.76 , pp. 349-359
    • Curran, P.J.1    Dungan, J.L.2    Peterson, D.L.3
  • 11
    • 0028815095 scopus 로고
    • Comparison of broad-band and narrow-band red and near-infrared vegetation index
    • ELVIDGE, C.D. and CHEN, Z.K., 1995, Comparison of broad-band and narrow-band red and near-infrared vegetation index. Remote Sensing of Environment, 54, pp. 38-48.
    • (1995) Remote Sensing of Environment , vol.54 , pp. 38-48
    • Elvidge, C.D.1    Chen, Z.K.2
  • 12
    • 0022267328 scopus 로고
    • Influence of rock-soil spectral variation on the assess-ment of green biomass
    • ELVIDGE, C.D. and LYON, R.J.P., 1985, Influence of rock-soil spectral variation on the assess-ment of green biomass. Remote Sensing of Environment, 17, pp. 265-279.
    • (1985) Remote Sensing of Environment , vol.17 , pp. 265-279
    • Elvidge, C.D.1    Lyon, R.J.P.2
  • 13
    • 0024856760 scopus 로고
    • Estimating grassland phytomass production with near-infrared and mid-infrared spectral variables
    • EVERITT, J.H., ESCOBAR, D.E. and RICHARDSON, A.J., 1989, Estimating grassland phytomass production with near-infrared and mid-infrared spectral variables. Remote Sensing of Environment, 30, pp. 257-261.
    • (1989) Remote Sensing of Environment , vol.30 , pp. 257-261
    • Everitt, J.H.1    Escobar, D.E.2    Richardson, A.J.3
  • 14
    • 0028166734 scopus 로고
    • The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status
    • FILELLA, I. and PENUELAS, J., 1994, The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status. International Journal of Remote Sensing, 15, pp. 1459-1470.
    • (1994) International Journal of Remote Sensing , vol.15 , pp. 1459-1470
    • Filella, I.1    Penuelas, J.2
  • 17
    • 33646707788 scopus 로고    scopus 로고
    • Quantification of grassland properties: How it can benefit from geoinformatic technologies?
    • GAO, J., 2006, Quantification of grassland properties: how it can benefit from geoinformatic technologies? International Journal of Remote Sensing, 27, pp. 1351-1365.
    • (2006) International Journal of Remote Sensing , vol.27 , pp. 1351-1365
    • Gao, J.1
  • 18
    • 0034482939 scopus 로고    scopus 로고
    • Optical-biophysical relationships of vegetation spectra without background contamination
    • GAO, X., HUETE, A.R., NI, W. and MIURA, T., 2000, Optical-biophysical relationships of vegetation spectra without background contamination. Remote Sensing of Environment, 74, pp. 609-620.
    • (2000) Remote Sensing of Environment , vol.74 , pp. 609-620
    • Gao, X.1    Huete, A.R.2    Ni, W.3    Miura, T.4
  • 19
    • 33750046795 scopus 로고    scopus 로고
    • Differentiation of rangeland vegetation and assessment of its status: Field investigations and MODIS and SPOT VEGETATION data analyses
    • GEERKEN, R., BATIKHA, N., CELIS D. and DEPAUW, E., 2005, Differentiation of rangeland vegetation and assessment of its status: field investigations and MODIS and SPOT VEGETATION data analyses. International Journal of Remote Sensing, 26, pp, 4499-4526.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 4499-4452
    • Geerken, R.1    Batikha, N.2    Celis, D.3    Depauw, E.4
  • 20
    • 1842431418 scopus 로고    scopus 로고
    • Hyperspectral vegeta-tion indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture
    • HABOUDANE, D., MILLER J.R., PATTEY, E. and ZARCO-TEJADA, P.J., 2004, Hyperspectral vegeta-tion indices and novel algorithms for predicting green LAI of crop canopies: modeling and validation in the context of precision agriculture. Remote Sensing of Environment, 90, pp. 337-352.
    • (2004) Remote Sensing of Environment , vol.90 , pp. 337-352
    • Haboudane, D.1    Miller, J.R.2    Pattey, E.3    Zarco-Tejada, P.J.4
  • 21
    • 0004268113 scopus 로고
    • 4th edn (London, FL: Edward Arnold)
    • HALL, D.O. and RAO, K.K., 1987, Photosynthesis, 4th edn (London, FL: Edward Arnold).
    • (1987) Photosynthesis
    • Hall, D.O.1    Rao, K.K.2
  • 22
    • 0141792270 scopus 로고    scopus 로고
    • Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression
    • HANSEN, P.M. and SCHJOERRING, J.K., 2003, Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression. Remote Sensing of Environment, 86, pp. 542-553.
    • (2003) Remote Sensing of Environment , vol.86 , pp. 542-553
    • Hansen, P.M.1    Schjoerring, J.K.2
  • 23
    • 0034961090 scopus 로고    scopus 로고
    • Assessing above-ground phytomass in an alpine region using a hand-held radiometer
    • HOLZGANG, O., 2001, Assessing above-ground phytomass in an alpine region using a hand-held radiometer. Botanica Helvetica, 111, pp. 73-85.
    • (2001) Botanica Helvetica , vol.111 , pp. 73-85
    • Holzgang, O.1
  • 24
    • 4544314243 scopus 로고    scopus 로고
    • Estimating foliage nitrogen concentration from HYMAP data using continuum removal analysis
    • HUANG, Z., TURNER, B.J., DURY, S.J., WALLIS I.R., and FOLEY W.J., 2004, Estimating foliage nitrogen concentration from HYMAP data using continuum removal analysis. Remote Sensing of Environment, 93, pp. 18-29.
    • (2004) Remote Sensing of Environment , vol.93 , pp. 18-29
    • Huang, Z.1    Turner, B.J.2    Dury, S.J.3    Wallis, I.R.4    Foley, W.J.5
  • 25
    • 0022268748 scopus 로고
    • Spectral response of a plant canopy with different soil backgrounds
    • HUETE, A.R., JACKSON, R.D. and POST, D.F., 1985, Spectral response of a plant canopy with different soil backgrounds. Remote Sensing of Environment, 17, pp. 37-54.
    • (1985) Remote Sensing of Environment , vol.17 , pp. 37-54
    • Huete, A.R.1    Jackson, R.D.2    Post, D.F.3
  • 26
    • 0024165401 scopus 로고
    • A soil-adjusted vegetation index (SAVI)
    • HUETE, A.R., 1988, A soil-adjusted vegetation index (SAVI). Remote Sensing of Environment, 25, pp. 295-309.
    • (1988) Remote Sensing of Environment , vol.25 , pp. 295-309
    • Huete, A.R.1
  • 27
    • 0028668157 scopus 로고
    • Development of vegetation and soil indexes for MODIS_EOS
    • HUETE, A., JUSTICE, C. and LIU, H., 1994, Development of vegetation and soil indexes for MODIS_EOS. Remote Sensing of Environment, 49, pp. 224-234.
    • (1994) Remote Sensing of Environment , vol.49 , pp. 224-234
    • Huete, A.1    Justice, C.2    Liu, H.3
  • 28
    • 0032216422 scopus 로고    scopus 로고
    • The NDVI and spectral decomposition for semi-arid vegetation abundance estimation
    • HURCOM, S.J. and HARRISON, A.R., 1998, The NDVI and spectral decomposition for semi-arid vegetation abundance estimation. International Journal of Remote Sensing, 19, pp. 3109-3125.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 3109-3125
    • Hurcom, S.J.1    Harrison, A.R.2
  • 29
    • 0033587714 scopus 로고    scopus 로고
    • Estimation of aboveground grassland phytomass with a growth model using Landsat TM and climate data
    • IKEDA, H., OKAMOTO, K. and FUKUHARA, M., 1999, Estimation of aboveground grassland phytomass with a growth model using Landsat TM and climate data. International Journal of Remote Sensing, 20, pp. 2283-2294.
    • (1999) International Journal of Remote Sensing , vol.20 , pp. 2283-2294
    • Ikeda, H.1    Okamoto, K.2    Fukuhara, M.3
  • 30
    • 4444287874 scopus 로고    scopus 로고
    • Seasonal patterns of gross primary production and ecosystem respiration in an alpine meadow ecosystem on the Qinghai-Tibetan Plateau
    • KATO, T., TANG, Y.H., GU, S., CUI, X., HIROTA, M., DU, M., LI, Y., ZHAO, X. and OIKAWA T., 2004, Seasonal patterns of gross primary production and ecosystem respiration in an alpine meadow ecosystem on the Qinghai-Tibetan Plateau. Journal of Geophysical Research, 109, D12109.
    • (2004) Journal of Geophysical Research , vol.109
    • Kato, T.1    Tang, Y.H.2    Gu, S.3    Cui, X.4    Hirota, M.5    Du, M.6    Li, Y.7    Zhao, X.8    Oikawa, T.9
  • 31
    • 0033102275 scopus 로고    scopus 로고
    • Spectroscopic determination of leaf biochemistry using band depth analysis of absorption features and stepwise multiple linear regression
    • KOKALY, R.F. and CLARK, R.N., 1999, Spectroscopic determination of leaf biochemistry using band depth analysis of absorption features and stepwise multiple linear regression. Remote Sensing of Environment, 67, pp. 267-287.
    • (1999) Remote Sensing of Environment , vol.67 , pp. 267-287
    • Kokaly, R.F.1    Clark, R.N.2
  • 32
    • 0242418172 scopus 로고    scopus 로고
    • Mapping vegetation in Yellowstone National Park using spectral feature analysis of AVIRIS data
    • KOKALY, R.F., DESPAIN, D.G., CLARK R.N. and LIVO, K.E., 2003, Mapping vegetation in Yellowstone National Park using spectral feature analysis of AVIRIS data. Remote Sensing of Environment, 84, pp. 437-456.
    • (2003) Remote Sensing of Environment , vol.84 , pp. 437-456
    • Kokaly, R.F.1    Despain, D.G.2    Clark, R.N.3    Livo, K.E.4
  • 33
    • 77449124647 scopus 로고    scopus 로고
    • Ecosystems of Qingha-Xizang (Tibetan) Plateau and approach for their sustainable management
    • Guangzhou: Guangdong Science & Technology Press
    • LI, W. and ZHOU, X., 1998, Ecosystems of Qingha-Xizang (Tibetan) Plateau and approach for their sustainable management. In The Series of Studies on Qinghai-Xizang (Tibetan) Plateau, pp. 23. pp. 23. pp. 23-47 (Guangzhou: Guangdong Science & Technology Press).
    • (1998) The Series of Studies On Qinghai-Xizang (Tibetan) Plateau
    • Li, W.1    Zhou, X.2
  • 34
    • 0029275243 scopus 로고
    • A feedback based modification of the NDVI to minimize canopy background and atmospheric noise
    • LIU, H.Q. and HUETE, A.R., 1995, A feedback based modification of the NDVI to minimize canopy background and atmospheric noise. IEEE Transactions on Geoscience and Remote Sensing, 33, pp. 457-465.
    • (1995) Ieee Transactions On Geoscience and Remote Sensing , vol.33 , pp. 457-465
    • Liu, H.Q.1    Huete, A.R.2
  • 36
    • 0033636234 scopus 로고    scopus 로고
    • Modified Jack-knife estimation of parameter uncertainty in bilinear modeling by partial least squares regression (PLSR)
    • MARTENS, H. and MARTENS, M., 2000, Modified Jack-knife estimation of parameter uncertainty in bilinear modeling by partial least squares regression (PLSR). Food Quality and Preference, 11, pp. 5-16.
    • (2000) Food Quality and Preference , vol.11 , pp. 5-16
    • Martens, H.1    Martens, M.2
  • 38
    • 0000781739 scopus 로고
    • Solar radiation and productivity in tropical ecosystems
    • MONTEITH, J.L., 1972, Solar radiation and productivity in tropical ecosystems. Journal of Applied Ecology, 9, pp. 747-766.
    • (1972) Journal of Applied Ecology , vol.9 , pp. 747-766
    • Monteith, J.L.1
  • 39
    • 0037767107 scopus 로고    scopus 로고
    • Assessing the biomass dynamics of Andean befedal and totora high-protein wetland grasses from NOAA/AVHRR
    • MOREAU, S., BOSSENO, R., GU, X.F. and BARET, F., 2003, Assessing the biomass dynamics of Andean befedal and totora high-protein wetland grasses from NOAA/AVHRR. Remote Sensing of Environment, 85, pp. 516-529.
    • (2003) Remote Sensing of Environment , vol.85 , pp. 516-529
    • Moreau, S.1    Bosseno, R.2    Gu, X.F.3    Baret, F.4
  • 40
    • 85046509304 scopus 로고    scopus 로고
    • Narrow band vegetation indices solve the saturation problem in biomass estimation
    • MUTANGA, O. and SKIDMORE, A.K., 2004a, Narrow band vegetation indices solve the saturation problem in biomass estimation. International Journal of Remote Sensing, 25, pp. 1-16.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 1-16
    • Mutanga, O.1    Skidmore, A.K.2
  • 41
    • 16544375361 scopus 로고    scopus 로고
    • Hyperspectral band depth analysis for a better estimation of grass biomass (Cenchrus ciliaris) measured under controlled laboratory conditions
    • MUTANGA, O. and SKIDMORE A.K., 2004b, Hyperspectral band depth analysis for a better estimation of grass biomass (Cenchrus ciliaris) measured under controlled laboratory conditions. International Journal of Applied Earth Observation and Geoinformation, 5, pp. 87-96.
    • (2004) International Journal of Applied Earth Observation and Geoinformation , vol.5 , pp. 87-96
    • Mutanga, O.1    Skidmore, A.K.2
  • 44
    • 0000855550 scopus 로고
    • Distinguishing vegetation from soil background information (by gray mapping of Landsat MSS data)
    • RICHARDSON, A.J. and WIEGAND, C.L., 1977, Distinguishing vegetation from soil background information (by gray mapping of Landsat MSS data). Photogrammetric Engineering and Remote Sensing, 43, pp. 1541-1552.
    • (1977) Photogrammetric Engineering and Remote Sensing , vol.43 , pp. 1541-1552
    • Richardson, A.J.1    Wiegand, C.L.2
  • 45
    • 0028975409 scopus 로고
    • Estimating PAR absorbed by vegetation from bidirec-tional reflectance measurements
    • ROUJEAN, J.L. and BREON, F.M., 1995, Estimating PAR absorbed by vegetation from bidirec-tional reflectance measurements. Remote Sensing of Environment, 51, pp. 375-384.
    • (1995) Remote Sensing of Environment , vol.51 , pp. 375-384
    • Roujean, J.L.1    Breon, F.M.2
  • 47
    • 0026279678 scopus 로고
    • Evaluation of grasslands and spectral reflectance relationship to its biomass in Kanha National Park (M.P.), India
    • ROY, P.S., PANT, D.N. and JONNA, S., 1991, Evaluation of grasslands and spectral reflectance relationship to its biomass in Kanha National Park (M.P.), India. Geocarto-International Journal of Remote Sensing 6, pp. 39-45.
    • (1991) Geocarto-international Journal of Remote Sensing , vol.6 , pp. 39-45
    • Roy, P.S.1    Pant, D.N.2    Jonna, S.3
  • 48
    • 0022209460 scopus 로고
    • Canopy reflectance, photosynthesis and transpiration
    • SELLERS, P.J.,1985. Canopy reflectance, photosynthesis and transpiration. International Journal of Remote Sensing, 6, pp. 1335-1372.
    • (1985) International Journal of Remote Sensing , vol.6 , pp. 1335-1372
    • Sellers, P.J.1
  • 49
    • 0033970477 scopus 로고    scopus 로고
    • Hyperspectral vegetation indices and their relationships with agricultural crop characteristics
    • THENKABAIL, P.S., SMITH, R.B. and DE PAUW, E., 2000, Hyperspectral vegetation indices and their relationships with agricultural crop characteristics. Remote Sensing of Environment, 71, pp. 158-182.
    • (2000) Remote Sensing of Environment , vol.71 , pp. 158-182
    • Thenkabail, P.S.1    Smith, R.B.2    de Pauw, E.3
  • 50
  • 51
    • 0032183198 scopus 로고    scopus 로고
    • Derivative analysis of hyperspectral data
    • TSAI, F. and PHILPOT, W., 1998, Derivative analysis of hyperspectral data. Remote Sensing of Environment, 66, pp. 41-51.
    • (1998) Remote Sensing of Environment , vol.66 , pp. 41-51
    • Tsai, F.1    Philpot, W.2
  • 52
    • 0017415610 scopus 로고
    • Spectral estimation of grass canopy variables
    • TUCKER, C.J.,1977, Spectral estimation of grass canopy variables. Remote Sensing of Environment, 6, pp. 11-26.
    • (1977) Remote Sensing of Environment , vol.6 , pp. 11-26
    • Tucker, C.J.1
  • 53
    • 0001877951 scopus 로고
    • Soft modeling: The basic design and dome extensions
    • H. WOLD and K.G. JORESKOG (Eds), (Amsterdam, FL: Elsevier
    • WOLD, H., 1982, Soft modeling: the basic design and dome extensions. In Systems under Indirect Observations: Causality, structure, prediction, H. WOLD and K.G. JORESKOG (Eds), (Amsterdam, FL: Elsevier) pp. 1-54.
    • (1982) Systems Under Indirect Observations: Causality, Structure, Prediction , pp. 1-54
    • Wold, H.1
  • 56
    • 0036146872 scopus 로고    scopus 로고
    • Satellite mapping of surface biophysical parameters at the biome scale over the North American grasslands. A case study
    • WYLIE, B.K., MEYER, D.J., TIESZEN, L.L. and MANNEL, S., 2002, Satellite mapping of surface biophysical parameters at the biome scale over the North American grasslands. A case study. Remote Sensing of Environment, 79, pp. 266-278.
    • (2002) Remote Sensing of Environment , vol.79 , pp. 266-278
    • Wylie, B.K.1    Meyer, D.J.2    Tieszen, L.L.3    Mannel, S.4


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