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Volumn 8, Issue 6, 2016, Pages

Vegetation indices for mapping canopy foliar nitrogen in a mixed temperate forest

Author keywords

Canopy foliar nitrogen; Hyperspectral data; Mixed forest; Plant traits; Vegetation indices

Indexed keywords

CHLOROPHYLL; LEAST SQUARES APPROXIMATIONS; MAPPING; NITROGEN; OPTICAL PROPERTIES; REFLECTION; REMOTE SENSING; SPECTROSCOPY; STRUCTURAL PROPERTIES; VEGETATION;

EID: 84974831100     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs8060491     Document Type: Article
Times cited : (71)

References (104)
  • 1
    • 0002634682 scopus 로고
    • The photosynthesis-nitrogen relationship in wild plants
    • Givnish, T.J., Ed.; Cambridge University Press: Cambridge, UK.
    • Field, C.; Mooney, H.A. The photosynthesis-nitrogen relationship in wild plants. In On the Economy of Plant Form and Function; Givnish, T.J., Ed.; Cambridge University Press: Cambridge, UK, 1986; pp. 25-55.
    • (1986) On the Economy of Plant Form and Function , pp. 25-55
    • Field, C.1    Mooney, H.A.2
  • 2
    • 0024476132 scopus 로고
    • Photosynthesis and nitrogen relationships in leaves of C3 plants
    • Evans, J. Photosynthesis and nitrogen relationships in leaves of C3 plants. Oecologia 1989, 78, 9-19.
    • (1989) Oecologia , vol.78 , pp. 9-19
    • Evans, J.1
  • 3
    • 0032448990 scopus 로고    scopus 로고
    • Leaf structure (specific leaf area) modulates photosynthesis-nitrogen relations: Evidence from within and across species and functional groups
    • Reich, P.B.; Ellsworth, D.S.; Walters, M.B. Leaf structure (specific leaf area) modulates photosynthesis-nitrogen relations: Evidence from within and across species and functional groups. Funct. Ecol. 1998, 12, 948-958.
    • (1998) Funct. Ecol , vol.12 , pp. 948-958
    • Reich, P.B.1    Ellsworth, D.S.2    Walters, M.B.3
  • 4
    • 0242584983 scopus 로고    scopus 로고
    • Direct estimation of aboveground forest productivity through hyperspectral remote sensing of canopy nitrogen
    • Smith, M.L.; Ollinger, S.V.; Martin, M.E.; Aber, J.D.; Hallett, R.A.; Goodale, C.L. Direct estimation of aboveground forest productivity through hyperspectral remote sensing of canopy nitrogen. Ecol. Appl. 2002, 12, 1286-1302.
    • (2002) Ecol. Appl , vol.12 , pp. 1286-1302
    • Smith, M.L.1    Ollinger, S.V.2    Martin, M.E.3    Aber, J.D.4    Hallett, R.A.5    Goodale, C.L.6
  • 5
    • 0037473245 scopus 로고    scopus 로고
    • Foliar morphology and canopy nitrogen as predictors of light-use efficiency in terrestrial vegetation
    • Green, D.S.; Erickson, J.E.; Kruger, E.L. Foliar morphology and canopy nitrogen as predictors of light-use efficiency in terrestrial vegetation. Agric. For. Meteorol. 2003, 115, 163-171.
    • (2003) Agric. For. Meteorol , vol.115 , pp. 163-171
    • Green, D.S.1    Erickson, J.E.2    Kruger, E.L.3
  • 6
    • 27744513890 scopus 로고    scopus 로고
    • Net primary production and canopy nitrogen in a temperate forest landscape: An analysis using imaging spectroscopy, modeling and field data
    • Ollinger, S.V.; Smith, M.L. Net primary production and canopy nitrogen in a temperate forest landscape: An analysis using imaging spectroscopy, modeling and field data. Ecosystems 2005, 8, 760-778.
    • (2005) Ecosystems , vol.8 , pp. 760-778
    • Ollinger, S.V.1    Smith, M.L.2
  • 8
    • 0034457720 scopus 로고    scopus 로고
    • Forest canopy uptake of atmospheric nitrogen deposition at eastern US conifer sites: Carbon storage implications?
    • Sievering, H.; Fernandez, I.; Lee, J.; Hom, J.; Rustad, L. Forest canopy uptake of atmospheric nitrogen deposition at eastern US conifer sites: Carbon storage implications? Glob. Biogeochem. Cycles 2000, 14, 1153-1159.
    • (2000) Glob. Biogeochem. Cycles , vol.14 , pp. 1153-1159
    • Sievering, H.1    Fernandez, I.2    Lee, J.3    Hom, J.4    Rustad, L.5
  • 10
    • 0034732860 scopus 로고    scopus 로고
    • Perspectives on combining ecological process models and remotely sensed data
    • Plummer, S.E. Perspectives on combining ecological process models and remotely sensed data. Ecol. Model. 2000, 129, 169-186.
    • (2000) Ecol. Model , vol.129 , pp. 169-186
    • Plummer, S.E.1
  • 11
    • 84880029580 scopus 로고    scopus 로고
    • A spatial-explicit dynamic vegetation model that couples carbon, water, and nitrogen processes for arid and semiarid ecosystems
    • Zhang, C.; Li, C.; Chen, X.; Luo, G.; Li, L.; Li, X.; Yan, Y.; Shao, H. A spatial-explicit dynamic vegetation model that couples carbon, water, and nitrogen processes for arid and semiarid ecosystems. J. Arid Land 2013, 5, 102-117.
    • (2013) J. Arid Land , vol.5 , pp. 102-117
    • Zhang, C.1    Li, C.2    Chen, X.3    Luo, G.4    Li, L.5    Li, X.6    Yan, Y.7    Shao, H.8
  • 15
    • 67650227767 scopus 로고    scopus 로고
    • Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies
    • Kokaly, R.F.; Asner, G.P.; Ollinger, S.V.; Martin, M.E.;Wessman, C.A. Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies. Remote Sens. Environ. 2009, 113, S78-S91.
    • (2009) Remote Sens. Environ , vol.113 , pp. S78-S91
    • Kokaly, R.F.1    Asner, G.P.2    Ollinger, S.V.3    Martin, M.E.4    Wessman, C.A.5
  • 16
    • 0024856758 scopus 로고
    • Remote sensing of foliar chemistry
    • Curran, P.J. Remote sensing of foliar chemistry. Remote Sens. Environ. 1989, 30, 271-278.
    • (1989) Remote Sens. Environ , vol.30 , pp. 271-278
    • Curran, P.J.1
  • 17
    • 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.; Clark, R.N. Spectroscopic determination of leaf biochemistry using band-depth analysis of absorption features and stepwise multiple linear regression. Remote Sens. Environ. 1999, 67, 267-287.
    • (1999) Remote Sens. Environ , vol.67 , pp. 267-287
    • Kokaly, R.F.1    Clark, R.N.2
  • 18
    • 48349099850 scopus 로고    scopus 로고
    • A generalizable method for remote sensing of canopy nitrogen across a wide range of forest ecosystems
    • Martin, M.E.; Plourde, L.C.; Ollinger, S.V.; Smith, M.L.; McNeil, B.E. A generalizable method for remote sensing of canopy nitrogen across a wide range of forest ecosystems. Remote Sens. Environ. 2008, 112, 3511-3519.
    • (2008) Remote Sens. Environ , vol.112 , pp. 3511-3519
    • Martin, M.E.1    Plourde, L.C.2    Ollinger, S.V.3    Smith, M.L.4    McNeil, B.E.5
  • 19
    • 0032080102 scopus 로고    scopus 로고
    • On spectral estimates of fresh leaf biochemistry
    • Fourty, T.; Baret, F. On spectral estimates of fresh leaf biochemistry. Int. J. Remote Sens. 1998, 19, 1283-1297.
    • (1998) Int. J. Remote Sens , vol.19 , pp. 1283-1297
    • Fourty, T.1    Baret, F.2
  • 20
    • 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. 1998, 64, 234-253.
    • (1998) Remote Sens. Environ , vol.64 , pp. 234-253
    • Asner, G.P.1
  • 21
    • 0035390984 scopus 로고    scopus 로고
    • Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data
    • Zarco-Tejada, P.J.; Miller, J.R.; Noland, T.L.; Mohammed, G.H.; Sampson, P.H. Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data. IEEE Trans. Geosci. Remote Sens. 2001, 39, 1491-1507.
    • (2001) IEEE Trans. Geosci. Remote Sens , vol.39 , pp. 1491-1507
    • Zarco-Tejada, P.J.1    Miller, J.R.2    Noland, T.L.3    Mohammed, G.H.4    Sampson, P.H.5
  • 22
    • 0028980520 scopus 로고
    • Predicting nitrogen and chlorophyll content and concentrations from reflectance spectra (400-2500 nm) at leaf and canopy scales
    • Yoder, B.J.; Pettigrew-Crosby, R.E. Predicting nitrogen and chlorophyll content and concentrations from reflectance spectra (400-2500 nm) at leaf and canopy scales. Remote Sens. Environ. 1995, 53, 199-211.
    • (1995) Remote Sens. Environ , vol.53 , pp. 199-211
    • Yoder, B.J.1    Pettigrew-Crosby, R.E.2
  • 23
    • 0041380904 scopus 로고    scopus 로고
    • Prediction of eucalypt foliage nitrogen content from satellite-derived hyperspectral data
    • Coops, N.C.; Smith, M.L.; Martin, M.E.; Ollinger, S.V. Prediction of eucalypt foliage nitrogen content from satellite-derived hyperspectral data. IEEE Trans. Geosci. Remote Sens. 2003, 41, 1338-1346.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , pp. 1338-1346
    • Coops, N.C.1    Smith, M.L.2    Martin, M.E.3    Ollinger, S.V.4
  • 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.; Foley, W.J. Estimating foliage nitrogen concentration from HYMAP data using continuum removal analysis. Remote Sens. Environ. 2004, 93, 18-29.
    • (2004) Remote Sens. Environ , vol.93 , pp. 18-29
    • Huang, Z.1    Turner, B.J.2    Dury, S.J.3    Wallis, I.R.4    Foley, W.J.5
  • 26
    • 79957836528 scopus 로고    scopus 로고
    • Water-removed spectra increase the retrieval accuracy when estimating savanna grass nitrogen and phosphorus concentrations
    • Ramoelo, A.; Skidmore, A.K.; Schlerf, M.; Mathieu, R.; Heitkönig, I.M.A. Water-removed spectra increase the retrieval accuracy when estimating savanna grass nitrogen and phosphorus concentrations. ISPRS J. Photogramm. Remote Sens. 2011, 66, 408-417.
    • (2011) ISPRS J. Photogramm. Remote Sens , vol.66 , pp. 408-417
    • Ramoelo, A.1    Skidmore, A.K.2    Schlerf, M.3    Mathieu, R.4    Heitkönig, I.M.A.5
  • 27
    • 84867646390 scopus 로고    scopus 로고
    • Continuous wavelet transformations for hyperspectral feature detection
    • Riedl, A., Kainz, W., Elmes, G.A., Eds.; Springer-Berlin: Heidelberg, Germany.
    • Ferwerda, J.G.; Jones, S.D. Continuous wavelet transformations for hyperspectral feature detection. In Progress in Spatial Data Handling; Riedl, A., Kainz, W., Elmes, G.A., Eds.; Springer-Berlin: Heidelberg, Germany, 2006; pp. 167-178.
    • (2006) Progress in Spatial Data Handling , pp. 167-178
    • Ferwerda, J.G.1    Jones, S.D.2
  • 28
    • 63849149596 scopus 로고    scopus 로고
    • Airborne spectranomics: Mapping canopy chemical and taxonomic diversity in tropical forests
    • Asner, G.P.; Martin, R.E. Airborne spectranomics: Mapping canopy chemical and taxonomic diversity in tropical forests. Front. Ecol. Environ. 2008, 7, 269-276.
    • (2008) Front. Ecol. Environ , vol.7 , pp. 269-276
    • Asner, G.P.1    Martin, R.E.2
  • 29
    • 84937887780 scopus 로고    scopus 로고
    • Prediction of macronutrients at the canopy level using spaceborne imaging spectroscopy and LiDAR data in a mixedwood boreal forest
    • Gökkaya, K.; Thomas, V.; Noland, T.L.; McCaughey, H.; Morrison, I.; Treitz, P. Prediction of macronutrients at the canopy level using spaceborne imaging spectroscopy and LiDAR data in a mixedwood boreal forest. Remote Sens. 2015, 7, 9045-9069.
    • (2015) Remote Sens , vol.7 , pp. 9045-9069
    • Gökkaya, K.1    Thomas, V.2    Noland, T.L.3    McCaughey, H.4    Morrison, I.5    Treitz, P.6
  • 30
    • 84938951423 scopus 로고    scopus 로고
    • Imaging spectroscopy algorithms for mapping canopy foliar chemical and morphological traits and their uncertainties
    • Singh, A.; Serbin, S.P.; McNeil, B.E.; Kingdon, C.C.; Townsend, P.A. Imaging spectroscopy algorithms for mapping canopy foliar chemical and morphological traits and their uncertainties. Ecol. Appl. 2015, 25, 2180-2197.
    • (2015) Ecol. Appl , vol.25 , pp. 2180-2197
    • Singh, A.1    Serbin, S.P.2    McNeil, B.E.3    Kingdon, C.C.4    Townsend, P.A.5
  • 31
    • 0842306346 scopus 로고    scopus 로고
    • Predicting in situ pasture quality in the Kruger National Park, South Africa, using continuum-removed absorption features
    • Mutanga, O.; Skidmore, A.K.; Prins, H.H.T. Predicting in situ pasture quality in the Kruger National Park, South Africa, using continuum-removed absorption features. Remote Sens. Environ. 2004, 89, 393-408.
    • (2004) Remote Sens. Environ , vol.89 , pp. 393-408
    • Mutanga, O.1    Skidmore, A.K.2    Prins, H.H.T.3
  • 34
    • 84866038390 scopus 로고    scopus 로고
    • Diagnostic mapping of canopy nitrogen content in rice based on hyperspectral measurements
    • Inoue, Y.; Sakaiya, E.; Zhu, Y.; Takahashi, W. Diagnostic mapping of canopy nitrogen content in rice based on hyperspectral measurements. Remote Sens. Environ. 2012, 126, 210-221.
    • (2012) Remote Sens. Environ , vol.126 , pp. 210-221
    • Inoue, Y.1    Sakaiya, E.2    Zhu, Y.3    Takahashi, W.4
  • 35
    • 84892503131 scopus 로고    scopus 로고
    • Improving estimation of summer maize nitrogen status with red edge-based spectral vegetation indices
    • Li, F.; Miao, Y.; Feng, G.; Yuan, F.; Yue, S.; Gao, X.; Liu, Y.; Liu, B.; Ustin, S.L.; Chen, X. Improving estimation of summer maize nitrogen status with red edge-based spectral vegetation indices. Field Crops Res. 2014, 157, 111-123.
    • (2014) Field Crops Res , vol.157 , pp. 111-123
    • Li, F.1    Miao, Y.2    Feng, G.3    Yuan, F.4    Yue, S.5    Gao, X.6    Liu, Y.7    Liu, B.8    Ustin, S.L.9    Chen, X.10
  • 36
    • 84950161593 scopus 로고    scopus 로고
    • Evaluation of six algorithms to monitor wheat leaf nitrogen concentration
    • Yao, X.; Huang, Y.; Shang, G.; Zhou, C.; Cheng, T.; Tian, Y.; Cao, W.; Zhu, Y. Evaluation of six algorithms to monitor wheat leaf nitrogen concentration. Remote Sens. 2015, 7, 14939-14966.
    • (2015) Remote Sens , vol.7 , pp. 14939-14966
    • Yao, X.1    Huang, Y.2    Shang, G.3    Zhou, C.4    Cheng, T.5    Tian, Y.6    Cao, W.7    Zhu, Y.8
  • 37
    • 84865003674 scopus 로고    scopus 로고
    • Estimating canopy nitrogen concentration in sugarcane using field imaging spectroscopy
    • Miphokasap, P.; Honda, K.; Vaiphasa, C.; Souris, M.; Nagai, M. Estimating canopy nitrogen concentration in sugarcane using field imaging spectroscopy. Remote Sens. 2012, 4, 1651-1670.
    • (2012) Remote Sens , vol.4 , pp. 1651-1670
    • Miphokasap, P.1    Honda, K.2    Vaiphasa, C.3    Souris, M.4    Nagai, M.5
  • 38
    • 84868596422 scopus 로고    scopus 로고
    • Hyperspectral analysis of mangrove foliar chemistry using PLSR and support vector regression
    • Axelsson, C.; Skidmore, A.K.; Schlerf, M.; Fauzi, A.; Verhoef, W. Hyperspectral analysis of mangrove foliar chemistry using PLSR and support vector regression. Int. J. Remote Sens. 2013, 34, 1724-1743.
    • (2013) Int. J. Remote Sens , vol.34 , pp. 1724-1743
    • Axelsson, C.1    Skidmore, A.K.2    Schlerf, M.3    Fauzi, A.4    Verhoef, W.5
  • 39
    • 84873503436 scopus 로고    scopus 로고
    • Hyperspectral remote sensing of plant biochemistry using Bayesian model averaging with variable and band selection
    • Zhao, K.; Valle, D.; Popescu, S.; Zhang, X.; Mallick, B. Hyperspectral remote sensing of plant biochemistry using Bayesian model averaging with variable and band selection. Remote Sens. Environ. 2013, 132, 102-119.
    • (2013) Remote Sens. Environ , vol.132 , pp. 102-119
    • Zhao, K.1    Valle, D.2    Popescu, S.3    Zhang, X.4    Mallick, B.5
  • 41
    • 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.; Francois, C.; Soudani, K.; Berveiller, D.; Pontailler, J.Y.; Breda, N.; Genet, H.; Davi, H.; Dufrene, 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. 2008, 112, 3846-3864.
    • (2008) Remote Sens. Environ , vol.112 , pp. 3846-3864
    • Le Maire, G.1    Francois, C.2    Soudani, K.3    Berveiller, D.4    Pontailler, J.Y.5    Breda, N.6    Genet, H.7    Davi, H.8    Dufrene, E.9
  • 42
    • 44749088075 scopus 로고    scopus 로고
    • Estimating chlorophyll content from hyperspectral vegetation indices: Modeling and validation
    • Wu, C.; Niu, Z.; Tang, Q.; Huang, W. Estimating chlorophyll content from hyperspectral vegetation indices: Modeling and validation. Agric. For. Meteorol. 2008, 148, 1230-1241.
    • (2008) Agric. For. Meteorol , vol.148 , pp. 1230-1241
    • Wu, C.1    Niu, Z.2    Tang, Q.3    Huang, W.4
  • 44
    • 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. 2002, 81, 337-354.
    • (2002) Remote Sens. Environ , vol.81 , pp. 337-354
    • Sims, D.A.1    Gamon, J.A.2
  • 45
    • 0842284654 scopus 로고    scopus 로고
    • Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements
    • Le Maire, G.; Francois, C.; Dufrene, E. Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements. Remote Sens. Environ. 2004, 89, 1-28.
    • (2004) Remote Sens. Environ , vol.89 , pp. 1-28
    • Le Maire, G.1    Francois, C.2    Dufrene, E.3
  • 46
    • 78650175444 scopus 로고    scopus 로고
    • Assessing newly developed and published vegetation indices for estimating rice leaf nitrogen concentration with ground-and space-based hyperspectral reflectance
    • Tian, Y.C.; Yao, X.; Yang, J.; Cao, W.X.; Hannaway, D.B.; Zhu, Y. Assessing newly developed and published vegetation indices for estimating rice leaf nitrogen concentration with ground-and space-based hyperspectral reflectance. Field Crops Res. 2011, 120, 299-310.
    • (2011) Field Crops Res , vol.120 , pp. 299-310
    • Tian, Y.C.1    Yao, X.2    Yang, J.3    Cao, W.X.4    Hannaway, D.B.5    Zhu, Y.6
  • 47
    • 84862826924 scopus 로고    scopus 로고
    • Estimating leaf nitrogen concentration with three-band vegetation indices in rice and wheat
    • Wang, W.; Yao, X.; Yao, X.; Tian, Y.; Liu, X.; Ni, J.; Cao, W.; Zhu, Y. Estimating leaf nitrogen concentration with three-band vegetation indices in rice and wheat. Field Crops Res. 2012, 129, 90-98.
    • (2012) Field Crops Res , vol.129 , pp. 90-98
    • Wang, W.1    Yao, X.2    Yao, X.3    Tian, Y.4    Liu, X.5    Ni, J.6    Cao, W.7    Zhu, Y.8
  • 49
    • 0036323440 scopus 로고    scopus 로고
    • Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data: Decomposing biochemical from structural signals
    • Serrano, L.; Peñuelas, J.; Ustin, S.L. Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data: Decomposing biochemical from structural signals. Remote Sens. Environ. 2002, 81, 355-364.
    • (2002) Remote Sens. Environ , vol.81 , pp. 355-364
    • Serrano, L.1    Peñuelas, J.2    Ustin, S.L.3
  • 52
    • 84875277023 scopus 로고    scopus 로고
    • Disentangling the contribution of biological and physical properties of leaves and canopies in imaging spectroscopy data
    • Townsend, P.A.; Serbin, S.P.; Kruger, E.L.; Gamon, J.A. Disentangling the contribution of biological and physical properties of leaves and canopies in imaging spectroscopy data. Proc. Natl. Acad. Sci. USA 2013, 110, E1074.
    • (2013) Proc. Natl. Acad. Sci. USA , vol.110 , pp. E1074
    • Townsend, P.A.1    Serbin, S.P.2    Kruger, E.L.3    Gamon, J.A.4
  • 53
    • 78650392229 scopus 로고    scopus 로고
    • Sources of variability in canopy reflectance and the convergent properties of plants
    • Ollinger, S. Sources of variability in canopy reflectance and the convergent properties of plants. New Phytol. 2011, 189, 375-394.
    • (2011) New Phytol , vol.189 , pp. 375-394
    • Ollinger, S.1
  • 54
    • 63849175374 scopus 로고    scopus 로고
    • Leaf chemical and spectral diversity in Australian tropical forests
    • Asner, G.P.; Martin, R.E.; Ford, A.J.; Metcalfe, D.J.; Liddell, M.J. Leaf chemical and spectral diversity in Australian tropical forests. Ecol. Appl. 2009, 19, 236-253.
    • (2009) Ecol. Appl , vol.19 , pp. 236-253
    • Asner, G.P.1    Martin, R.E.2    Ford, A.J.3    Metcalfe, D.J.4    Liddell, M.J.5
  • 55
    • 84863408990 scopus 로고    scopus 로고
    • Sources of canopy chemical and spectral diversity in lowland Bornean forest
    • Asner, G.P.; Martin, R.E.; Suhaili, A.B. Sources of canopy chemical and spectral diversity in lowland Bornean forest. Ecosystems 2012, 15, 504-517.
    • (2012) Ecosystems , vol.15 , pp. 504-517
    • Asner, G.P.1    Martin, R.E.2    Suhaili, A.B.3
  • 57
    • 84913553499 scopus 로고    scopus 로고
    • Quantifying forest canopy traits: Imaging spectroscopy vs. field survey
    • Asner, G.P.; Martin, R.E.; Anderson, C.B.; Knapp, D.E. Quantifying forest canopy traits: Imaging spectroscopy vs. field survey. Remote Sens. Environ. 2015, 158, 15-27.
    • (2015) Remote Sens. Environ , vol.158 , pp. 15-27
    • Asner, G.P.1    Martin, R.E.2    Anderson, C.B.3    Knapp, D.E.4
  • 59
    • 84914115003 scopus 로고    scopus 로고
    • Mapping continuous forest type variation by means of correlating remotely sensed metrics to canopy N:P ratio in a boreal mixedwood forest
    • Gökkaya, K.; Thomas, V.; Noland, T.; McCaughey, H.; Morrison, I.; Treitz, P. Mapping continuous forest type variation by means of correlating remotely sensed metrics to canopy N:P ratio in a boreal mixedwood forest. Appl. Veg. Sci. 2015, 18, 143-157.
    • (2015) Appl. Veg. Sci , vol.18 , pp. 143-157
    • Gökkaya, K.1    Thomas, V.2    Noland, T.3    McCaughey, H.4    Morrison, I.5    Treitz, P.6
  • 60
    • 84876831028 scopus 로고    scopus 로고
    • Environmental and community controls on plant canopy chemistry in a Mediterranean-type ecosystem
    • Dahlin, K.M.; Asner, G.P.; Field, C.B. Environmental and community controls on plant canopy chemistry in a Mediterranean-type ecosystem. Proc. Natl. Acad. Sci. USA 2013, 110, 6895-6900.
    • (2013) Proc. Natl. Acad. Sci. USA , vol.110 , pp. 6895-6900
    • Dahlin, K.M.1    Asner, G.P.2    Field, C.B.3
  • 61
    • 0031444677 scopus 로고    scopus 로고
    • From tropics to tundra: Global convergence in plant functioning
    • Reich, P.B.;Walters, M.B.; Ellsworth, D.S. From tropics to tundra: Global convergence in plant functioning. Proc. Natl. Acad. Sci. USA 1997, 94, 13730-13734.
    • (1997) Proc. Natl. Acad. Sci. USA , vol.94 , pp. 13730-13734
    • Reich, P.B.1    Walters, M.B.2    Ellsworth, D.S.3
  • 62
    • 77954819594 scopus 로고    scopus 로고
    • New spectral indicator assessing the efficiency of crop nitrogen treatment in corn and wheat
    • Chen, P.; Haboudane, D.; Tremblay, N.; Wang, J.; Vigneault, P.; Li, B. New spectral indicator assessing the efficiency of crop nitrogen treatment in corn and wheat. Remote Sens. Environ. 2010, 114, 1987-1997.
    • (2010) Remote Sens. Environ , vol.114 , pp. 1987-1997
    • Chen, P.1    Haboudane, D.2    Tremblay, N.3    Wang, J.4    Vigneault, P.5    Li, B.6
  • 63
    • 84876715482 scopus 로고    scopus 로고
    • National parks as model regions for interdisciplinary long-term ecological research: The Bavarian Forest and Šumavá national parks underway to transboundary ecosystem research
    • Müller, F., Baessler, C., Schubert, H., Klotz, S., Eds.; Springer Science & Business Media: New York, NY, USA.
    • Heurich, M.; Beudert, B.; Rall, H.; Křenová, Z. National parks as model regions for interdisciplinary long-term ecological research: The Bavarian Forest and Šumavá national parks underway to transboundary ecosystem research. In Long-Term Ecological Research; Müller, F., Baessler, C., Schubert, H., Klotz, S., Eds.; Springer Science & Business Media: New York, NY, USA, 2010; pp. 327-344.
    • (2010) Long-Term Ecological Research , pp. 327-344
    • Heurich, M.1    Beudert, B.2    Rall, H.3    Křenová, Z.4
  • 64
    • 84885860130 scopus 로고    scopus 로고
    • Spatio-temporal infestation patterns of Ips typographus (L.) in the Bavarian Forest National Park, Germany
    • Lausch, A.; Heurich, M.; Fahse, L. Spatio-temporal infestation patterns of Ips typographus (L.) in the Bavarian Forest National Park, Germany. Ecol. Indic. 2013, 31, 73-81.
    • (2013) Ecol. Indic , vol.31 , pp. 73-81
    • Lausch, A.1    Heurich, M.2    Fahse, L.3
  • 66
    • 0027833622 scopus 로고
    • Canopy dynamics and aboveground production of five tree species with different leaf longevities
    • Gower, S.T.; Reich, P.B.; Son, Y. Canopy dynamics and aboveground production of five tree species with different leaf longevities. Tree Physiol. 1993, 12, 327-345.
    • (1993) Tree Physiol , vol.12 , pp. 327-345
    • Gower, S.T.1    Reich, P.B.2    Son, Y.3
  • 68
    • 84923361395 scopus 로고    scopus 로고
    • Understanding the variability in ground-based methods for retrieving canopy openness, gap fraction, and leaf area index in diverse forest systems
    • Woodgate, W.; Jones, S.D.; Suarez, L.; Hill, M.J.; Armston, J.D.;Wilkes, P.; Soto-Berelov, M.; Haywood, A.; Mellor, A. Understanding the variability in ground-based methods for retrieving canopy openness, gap fraction, and leaf area index in diverse forest systems. Agric. For. Meteorol. 2015, 205, 83-95.
    • (2015) Agric. For. Meteorol , vol.205 , pp. 83-95
    • Woodgate, W.1    Jones, S.D.2    Suarez, L.3    Hill, M.J.4    Armston, J.D.5    Wilkes, P.6    Soto-Berelov, M.7    Haywood, A.8    Mellor, A.9
  • 69
    • 79955601002 scopus 로고    scopus 로고
    • Classification method of mixed pixels does not affect canopy metrics from digital images of forest overstorey
    • Macfarlane, C. Classification method of mixed pixels does not affect canopy metrics from digital images of forest overstorey. Agric. For. Meteorol. 2011, 151, 833-840.
    • (2011) Agric. For. Meteorol , vol.151 , pp. 833-840
    • Macfarlane, C.1
  • 70
    • 16844373378 scopus 로고    scopus 로고
    • Methodology comparison for canopy structure parameters extraction from digital hemispherical photography in boreal forests
    • Leblanc, S.G.; Chen, J.M.; Fernandes, R.; Deering, D.W.; Conley, A. Methodology comparison for canopy structure parameters extraction from digital hemispherical photography in boreal forests. Agric. For. Meteorol. 2005, 129, 187-207.
    • (2005) Agric. For. Meteorol , vol.129 , pp. 187-207
    • Leblanc, S.G.1    Chen, J.M.2    Fernandes, R.3    Deering, D.W.4    Conley, A.5
  • 73
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • Savitzky, A.; Golay, M.J.E. Smoothing and differentiation of data by simplified least squares procedures. Anal. Chem. 1964, 36, 1627-1639.
    • (1964) Anal. Chem , vol.36 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 75
    • 27744451462 scopus 로고    scopus 로고
    • Nitrogen detection with hyperspectral normalized ratio indices across multiple plant species
    • Ferwerda, J.G.; Skidmore, A.K.; Mutanga, O. Nitrogen detection with hyperspectral normalized ratio indices across multiple plant species. Int. J. Remote Sens. 2005, 26, 4083-4095.
    • (2005) Int. J. Remote Sens , vol.26 , pp. 4083-4095
    • Ferwerda, J.G.1    Skidmore, A.K.2    Mutanga, O.3
  • 76
    • 83655212217 scopus 로고    scopus 로고
    • Introduction to protein absorption lines index for relative assessment of green leaves protein content using EO-1 Hyperion datasets
    • Mobasheri, M.R.; Rahimzadegan, M. Introduction to protein absorption lines index for relative assessment of green leaves protein content using EO-1 Hyperion datasets. J. Agric. Sci. Technol. 2011, 14, 135-147.
    • (2011) J. Agric. Sci. Technol , vol.14 , pp. 135-147
    • Mobasheri, M.R.1    Rahimzadegan, M.2
  • 77
    • 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. 1979, 8, 127-150.
    • (1979) Remote Sens. Environ , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 78
    • 0000043946 scopus 로고
    • Derivation of leaf area index from quality of light on the forest floor
    • Jordan, C.F. Derivation of leaf area index from quality of light on the forest floor. Ecology 1969, 50, 663-666.
    • (1969) Ecology , vol.50 , pp. 663-666
    • Jordan, C.F.1
  • 79
    • 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.; Leblanc, E. Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density. Remote Sens. Environ. 2001, 76, 156-172.
    • (2001) Remote Sens. Environ , vol.76 , pp. 156-172
    • Broge, N.H.1    Leblanc, E.2
  • 80
    • 0028975409 scopus 로고
    • Estimating PAR absorbed by vegetation from bidirectional reflectance measurements
    • Roujean, J.L.; Breon, F.M. Estimating PAR absorbed by vegetation from bidirectional reflectance measurements. Remote Sens. Environ. 1995, 51, 375-384.
    • (1995) Remote Sens. Environ , vol.51 , pp. 375-384
    • Roujean, J.L.1    Breon, F.M.2
  • 83
    • 0028971783 scopus 로고
    • Forecasting wheat yield in a Mediterranean-type environment from the NOAA satellite
    • Smith, R.; Adams, J.; Stephens, D.; Hick, P. Forecasting wheat yield in a Mediterranean-type environment from the NOAA satellite. Aust. J. Agric. Res. 1995, 46, 113-125.
    • (1995) Aust. J. Agric. Res , vol.46 , pp. 113-125
    • Smith, R.1    Adams, J.2    Stephens, D.3    Hick, P.4
  • 84
    • 0030453414 scopus 로고    scopus 로고
    • Use of a green channel in remote sensing of global vegetation from EOS-MODIS
    • Gitelson, A.A.; Kaufman, Y.J.; Merzlyak, M.N. Use of a green channel in remote sensing of global vegetation from EOS-MODIS. Remote Sens. Environ. 1996, 58, 289-298.
    • (1996) Remote Sens. Environ , vol.58 , pp. 289-298
    • Gitelson, A.A.1    Kaufman, Y.J.2    Merzlyak, M.N.3
  • 85
    • 0029751226 scopus 로고    scopus 로고
    • Optimization of soil-adjusted vegetation indices
    • Rondeaux, G.; Steven, M.; Baret, F. Optimization of soil-adjusted vegetation indices. Remote Sens. Environ. 1996, 55, 95-107.
    • (1996) Remote Sens. Environ , vol.55 , pp. 95-107
    • Rondeaux, G.1    Steven, M.2    Baret, F.3
  • 87
    • 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. 2002, 81, 416-426.
    • (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
  • 88
    • 10844226641 scopus 로고    scopus 로고
    • The MERIS terrestrial chlorophyll index
    • Dash, J.; Curran, P.J. The MERIS terrestrial chlorophyll index. Int. J. Remote Sens. 2004, 25, 5403-5413.
    • (2004) Int. J. Remote Sens , vol.25 , pp. 5403-5413
    • Dash, J.1    Curran, P.J.2
  • 90
    • 0028815095 scopus 로고
    • Comparison of broad-band and narrow-band red and near-infrared vegetation indices
    • Elvidge, C.D.; Chen, Z. Comparison of broad-band and narrow-band red and near-infrared vegetation indices. Remote Sens. Environ. 1995, 54, 38-48.
    • (1995) Remote Sens. Environ , vol.54 , pp. 38-48
    • Elvidge, C.D.1    Chen, Z.2
  • 91
    • 84876159433 scopus 로고    scopus 로고
    • Developing and validating novel hyperspectral indices for leaf area index estimation: Effect of canopy vertical heterogeneity
    • Li, P.; Wang, Q. Developing and validating novel hyperspectral indices for leaf area index estimation: Effect of canopy vertical heterogeneity. Ecol. Indic. 2013, 32, 123-130.
    • (2013) Ecol. Indic , vol.32 , pp. 123-130
    • Li, P.1    Wang, Q.2
  • 93
    • 0037322015 scopus 로고    scopus 로고
    • Discriminating tropical grass (Cenchrus ciliaris) canopies grown under different nitrogen treatments using spectroradiometry
    • Mutanga, O.; Skidmore, A.K.; van Wieren, S. Discriminating tropical grass (Cenchrus ciliaris) canopies grown under different nitrogen treatments using spectroradiometry. ISPRS J. Photogramm. Remote Sens. 2003, 57, 263-272.
    • (2003) ISPRS J. Photogramm. Remote Sens , vol.57 , pp. 263-272
    • Mutanga, O.1    Skidmore, A.K.2    van Wieren, S.3
  • 95
    • 14744290713 scopus 로고    scopus 로고
    • Remote sensing of forest biophysical variables using HyMap imaging spectrometer data
    • Schlerf, M.; Atzberger, C.; Hill, J. Remote sensing of forest biophysical variables using HyMap imaging spectrometer data. Remote Sens. Environ. 2005, 95, 177-194.
    • (2005) Remote Sens. Environ , vol.95 , pp. 177-194
    • Schlerf, M.1    Atzberger, C.2    Hill, J.3
  • 96
    • 11144325691 scopus 로고
    • Partial least-squares regression: A tutorial
    • Geladi, P.; Kowalski, B.R. Partial least-squares regression: A tutorial. Anal. Chim. Acta 1986, 185, 1-17.
    • (1986) Anal. Chim. Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 97
    • 84949294338 scopus 로고    scopus 로고
    • Examining spectral reflectance features related to foliar nitrogen in forests: Implications for broad-scale nitrogen mapping
    • Lepine, L.C.; Ollinger, S.V.; Ouimette, A.P.; Martin, M.E. Examining spectral reflectance features related to foliar nitrogen in forests: Implications for broad-scale nitrogen mapping. Remote Sens. Environ. 2016, 173, 174-186.
    • (2016) Remote Sens. Environ , vol.173 , pp. 174-186
    • Lepine, L.C.1    Ollinger, S.V.2    Ouimette, A.P.3    Martin, M.E.4
  • 99
    • 84861758703 scopus 로고    scopus 로고
    • Using hyperspectral remote sensing data for retrieving canopy chlorophyll and nitrogen content
    • Clevers, J.G.P.W.; Kooistra, L. Using hyperspectral remote sensing data for retrieving canopy chlorophyll and nitrogen content. IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. 2012, 5, 574-583.
    • (2012) IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens , vol.5 , pp. 574-583
    • Clevers, J.G.P.W.1    Kooistra, L.2
  • 100
    • 84880274496 scopus 로고    scopus 로고
    • Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on Sentinel-2 and-3
    • Clevers, J.G.P.W.; Gitelson, A.A. Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on Sentinel-2 and-3. Int. J. Appl. Earth Obs. Geoinf. 2013, 23, 344-351
    • (2013) Int. J. Appl. Earth Obs. Geoinf , vol.23 , pp. 344-351
    • Clevers, J.G.P.W.1    Gitelson, A.A.2
  • 102
    • 84937899582 scopus 로고    scopus 로고
    • Applicability of the PROSPECT model for estimating protein and cellulose + lignin in fresh leaves
    • Wang, Z.; Skidmore, A.K.; Wang, T.; Darvishzadeh, R.; Hearne, J. Applicability of the PROSPECT model for estimating protein and cellulose + lignin in fresh leaves. Remote Sens. Environ. 2015, 168, 205-218.
    • (2015) Remote Sens. Environ , vol.168 , pp. 205-218
    • Wang, Z.1    Skidmore, A.K.2    Wang, T.3    Darvishzadeh, R.4    Hearne, J.5
  • 103
    • 0031235278 scopus 로고    scopus 로고
    • A four-scale bidirectional reflectance model based on canopy architecture
    • Chen, J.M.; Leblanc, S.G. A four-scale bidirectional reflectance model based on canopy architecture. IEEE Trans. Geosci. Remote Sens. 1997, 35, 1316-1337.
    • (1997) IEEE Trans. Geosci. Remote Sens , vol.35 , pp. 1316-1337
    • Chen, J.M.1    Leblanc, S.G.2
  • 104
    • 84877927537 scopus 로고    scopus 로고
    • Retrieval of forest canopy parameters by inversion of the PROFLAIR leaf-canopy reflectance model using the lut approach
    • Omari, K.; White, H.P.; Staenz, K.; King, D.J. Retrieval of forest canopy parameters by inversion of the PROFLAIR leaf-canopy reflectance model using the lut approach. IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens. 2013, 6, 715-723.
    • (2013) IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens , vol.6 , pp. 715-723
    • Omari, K.1    White, H.P.2    Staenz, K.3    King, D.J.4


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