메뉴 건너뛰기




Volumn 24, Issue 7, 2014, Pages 1651-1669

Spectroscopic determination of leaf morphological and biochemical traits for northern temperate and boreal tree species

Author keywords

Foliar chemistry; Forests; Partial least squares regression; Plant functional traits; PLSR; Reflectance spectroscopy; Remote sensing

Indexed keywords

BIOCHEMISTRY; ESTIMATION METHOD; LEAF MORPHOLOGY; NUTRIENT CYCLING; PHOTOSYNTHESIS; TEMPERATE FOREST; TREE;

EID: 84903762295     PISSN: None     EISSN: 19395582     Source Type: Journal    
DOI: 10.1890/13-2110.1     Document Type: Article
Times cited : (264)

References (108)
  • 1
    • 0020431409 scopus 로고
    • Nitrogen immobilization in decaying hardwood leaf litter as a function of initial nitrogen and lignin content
    • Aber, J. D., and J. M. Melillo. 1982. Nitrogen immobilization in decaying hardwood leaf litter as a function of initial nitrogen and lignin content. Canadian Journal of Botany 60:2261-2269.
    • (1982) Canadian Journal of Botany , vol.60 , pp. 2261-2269
    • Aber, J.D.1    Melillo, J.M.2
  • 3
    • 4544222508 scopus 로고    scopus 로고
    • Heterogeneity of light use efficiency in a northern Wisconsin forest: Implications for modeling net primary production with remote sensing
    • Ahl, D. E., S. T. Gower, D. S. Mackay, S. N. Burrows, J. M. Norman, and G. R. Diak. 2004. Heterogeneity of light use efficiency in a northern Wisconsin forest: implications for modeling net primary production with remote sensing. Remote Sensing of Environment 93:168-178.
    • (2004) Remote Sensing of Environment , vol.93 , pp. 168-178
    • Ahl, D.E.1    Gower, S.T.2    Mackay, D.S.3    Burrows, S.N.4    Norman, J.M.5    Diak, G.R.6
  • 4
    • 50849144917 scopus 로고    scopus 로고
    • Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels
    • Asner, G. P., and R. E. Martin. 2008. Spectral and chemical analysis of tropical forests: scaling from leaf to canopy levels. Remote Sensing of Environment 112:3958-3970.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 3958-3970
    • Asner, G.P.1    Martin, R.E.2
  • 5
    • 63849149596 scopus 로고    scopus 로고
    • Airborne spectranomics: Mapping canopy chemical and taxonomic diversity in tropical forests
    • Asner, G. P., and R. E. Martin. 2009. Airborne spectranomics: mapping canopy chemical and taxonomic diversity in tropical forests. Frontiers in Ecology and the Environment 7:269-276.
    • (2009) Frontiers in Ecology and the Environment , vol.7 , pp. 269-276
    • Asner, G.P.1    Martin, R.E.2
  • 8
    • 0031431788 scopus 로고    scopus 로고
    • Estimation of leaf water content and specific leaf weight from reflectance and transmittance measurements
    • Baret, F., and T. Fourty. 1997. Estimation of leaf water content and specific leaf weight from reflectance and transmittance measurements. Agronomie 17:455-464.
    • (1997) Agronomie , vol.17 , pp. 455-464
    • Baret, F.1    Fourty, T.2
  • 9
    • 0001610365 scopus 로고    scopus 로고
    • Determination of carbon fraction and nitrogen concentration in tree foliage by near infrared reflectance: A comparison of statistical methods
    • Bolster, K. L., M. E. Martin, and J. D. Aber. 1996. Determination of carbon fraction and nitrogen concentration in tree foliage by near infrared reflectance: a comparison of statistical methods. Canadian Journal of Forest Research 26:590-600.
    • (1996) Canadian Journal of Forest Research , vol.26 , pp. 590-600
    • Bolster, K.L.1    Martin, M.E.2    Aber, J.D.3
  • 10
    • 0037282341 scopus 로고    scopus 로고
    • The use of multiple measurement techniques to refine estimates of conifer needle geometry
    • Bond-Lamberty, B., C. Wang, and S. T. Gower. 2003. The use of multiple measurement techniques to refine estimates of conifer needle geometry. Canadian Journal of Forest Research 33:101-105.
    • (2003) Canadian Journal of Forest Research , vol.33 , pp. 101-105
    • Bond-Lamberty, B.1    Wang, C.2    Gower, S.T.3
  • 11
    • 40349088797 scopus 로고    scopus 로고
    • Carbon isotopes in terrestrial ecosystem pools and CO2 fluxes
    • Bowling, D. R., D. E. Pataki, and J. T. Randerson. 2008. Carbon isotopes in terrestrial ecosystem pools and CO2 fluxes. New Phytologist 178:24-40.
    • (2008) New Phytologist , vol.178 , pp. 24-40
    • Bowling, D.R.1    Pataki, D.E.2    Randerson, J.T.3
  • 12
    • 0036960021 scopus 로고    scopus 로고
    • Comparison of different methods for lignin determination as a basis for calibration of near-infrared reflectance spectroscopy and implications of lignoproteins
    • Brinkmann, K., L. Blaschke, and A. Polle. 2002. Comparison of different methods for lignin determination as a basis for calibration of near-infrared reflectance spectroscopy and implications of lignoproteins. Journal of Chemical Ecology 28:2483-2501.
    • (2002) Journal of Chemical Ecology , vol.28 , pp. 2483-2501
    • Brinkmann, K.1    Blaschke, L.2    Polle, A.3
  • 14
    • 79954468640 scopus 로고    scopus 로고
    • The roles of environmental filtering and colonization in the fine-scale spatial patterning of groundlayer plant communities in north temperate deciduous forests
    • Burton, J. I., D. J. Mladenoff, M. K. Clayton, and J. A. Forrester. 2011. The roles of environmental filtering and colonization in the fine-scale spatial patterning of groundlayer plant communities in north temperate deciduous forests. Journal of Ecology 99:764-776.
    • (2011) Journal of Ecology , vol.99 , pp. 764-776
    • Burton, J.I.1    Mladenoff, D.J.2    Clayton, M.K.3    Forrester, J.A.4
  • 15
    • 0024163453 scopus 로고
    • Prediction of leaf chemistry by the use of visible and near infrared reflectance spectroscopy
    • Card, D. H., D. L. Peterson, P. A. Matson, and J. D. Aber. 1988. Prediction of leaf chemistry by the use of visible and near infrared reflectance spectroscopy. Remote Sensing of Environment 26:123-147.
    • (1988) Remote Sensing of Environment , vol.26 , pp. 123-147
    • Card, D.H.1    Peterson, D.L.2    Matson, P.A.3    Aber, J.D.4
  • 17
    • 36549014204 scopus 로고    scopus 로고
    • Ecosystem N distribution and d15N during a century of forest regrowth after agricultural abandonment
    • Compton, J. E., T. D. Hooker, and S. S. Perakis. 2007. Ecosystem N distribution and d15N during a century of forest regrowth after agricultural abandonment. Ecosystems 10:1197-1208.
    • (2007) Ecosystems , vol.10 , pp. 1197-1208
    • Compton, J.E.1    Hooker, T.D.2    Perakis, S.S.3
  • 18
    • 43149088495 scopus 로고    scopus 로고
    • Using light-use and production efficiency models to predict photosynthesis and net carbon exchange during forest canopy disturbance
    • Cook, B. D., P. V. Bolstad, J. G. Martin, F. A. Heinsch, K. J. Davis, W. G. Wang, A. R. Desai, and R. M. Teclaw. 2008. Using light-use and production efficiency models to predict photosynthesis and net carbon exchange during forest canopy disturbance. Ecosystems 11:26-44.
    • (2008) Ecosystems , vol.11 , pp. 26-44
    • Cook, B.D.1    Bolstad, P.V.2    Martin, J.G.3    Heinsch, F.A.4    Davis, K.J.5    Wang, W.G.6    Desai, A.R.7    Teclaw, R.M.8
  • 19
    • 51249083428 scopus 로고    scopus 로고
    • Plant species traits are the predominant control on litter decomposition rates within biomes worldwide
    • Cornwell, W. K., et al. 2008. Plant species traits are the predominant control on litter decomposition rates within biomes worldwide. Ecology Letters 11:1065-1071.
    • (2008) Ecology Letters , vol.11 , pp. 1065-1071
    • Cornwell, W.K.1
  • 20
    • 85038648757 scopus 로고    scopus 로고
    • Atmospheric change alters foliar quality of host trees and performance of two outbreak insect species
    • Couture, J., T. Meehan, and R. Lindroth. 2011. Atmospheric change alters foliar quality of host trees and performance of two outbreak insect species. Oecologia 1-14.
    • (2011) Oecologia , pp. 1-14
    • Couture, J.1    Meehan, T.2    Lindroth, R.3
  • 21
    • 68749096048 scopus 로고    scopus 로고
    • Global patterns of foliar nitrogen isotopes and their relationships with climate, mycorrhizal fungi, foliar nutrient concentrations, and nitrogen availability
    • Craine, J. M., et al. 2009. Global patterns of foliar nitrogen isotopes and their relationships with climate, mycorrhizal fungi, foliar nutrient concentrations, and nitrogen availability. New Phytologist 183:980-992.
    • (2009) New Phytologist , vol.183 , pp. 980-992
    • Craine, J.M.1
  • 22
    • 0024856758 scopus 로고
    • Remote-sensing of foliar chemistry
    • Curran, P. J. 1989. Remote-sensing of foliar chemistry. Remote Sensing of Environment 30:271-278.
    • (1989) Remote Sensing of Environment , vol.30 , pp. 271-278
    • Curran, P.J.1
  • 23
    • 0034969185 scopus 로고    scopus 로고
    • Estimating the foliar biochemical concentration of leaves with reflectance spectrometry: Testing the Kokaly and Clark methodologies
    • Curran, P. J., J. L. Dungan, and D. L. Peterson. 2001. Estimating the foliar biochemical concentration of leaves with reflectance spectrometry: testing the Kokaly and Clark methodologies. Remote Sensing of Environment 76:349-359.
    • (2001) Remote Sensing of Environment , vol.76 , pp. 349-359
    • Curran, P.J.1    Dungan, J.L.2    Peterson, D.L.3
  • 26
    • 84876831028 scopus 로고    scopus 로고
    • Environmental and community controls on plant canopy chemistry in a Mediterranean-type ecosystem
    • Dahlin, K. M., G. P. Asner, and C. B. Field. 2013. Environmental and community controls on plant canopy chemistry in a Mediterranean-type ecosystem. Proceedings of the National Academy of Sciences USA 110:6895-6900.
    • (2013) Proceedings of the National Academy of Sciences USA , vol.110 , pp. 6895-6900
    • Dahlin, K.M.1    Asner, G.P.2    Field, C.B.3
  • 27
    • 0028552275 scopus 로고
    • A statistical topographic model for mapping climatological precipitation over mountainous terrain
    • Daly, C., R. P. Neilson, and D. L. Phillips. 1994. A statistical topographic model for mapping climatological precipitation over mountainous terrain. Journal of Applied Meteorology 33:140-158.
    • (1994) Journal of Applied Meteorology , vol.33 , pp. 140-158
    • Daly, C.1    Neilson, R.P.2    Phillips, D.L.3
  • 28
    • 0032109018 scopus 로고    scopus 로고
    • LIBERTY-modeling the effects of leaf biochemical concentration on reflectance spectra
    • Dawson, T. P., P. J. Curran, and S. E. Plummer. 1998. LIBERTY-modeling the effects of leaf biochemical concentration on reflectance spectra. Remote Sensing of Environment 65:50-60.
    • (1998) Remote Sensing of Environment , vol.65 , pp. 50-60
    • Dawson, T.P.1    Curran, P.J.2    Plummer, S.E.3
  • 30
    • 38949101178 scopus 로고    scopus 로고
    • Influence of vegetation and seasonal forcing on carbon dioxide fluxes across the Upper Midwest, USA: Implications for regional scaling
    • Desai, A. R., et al. 2008. Influence of vegetation and seasonal forcing on carbon dioxide fluxes across the Upper Midwest, USA: implications for regional scaling. Agricultural and Forest Meteorology 148:288-308.
    • (2008) Agricultural and Forest Meteorology , vol.148 , pp. 288-308
    • Desai, A.R.1
  • 31
    • 78651450531 scopus 로고    scopus 로고
    • Predicting tropical plant physiology from leaf and canopy spectroscopy
    • Doughty, C., G. Asner, and R. Martin. 2011. Predicting tropical plant physiology from leaf and canopy spectroscopy. Oecologia 165:289-299.
    • (2011) Oecologia , vol.165 , pp. 289-299
    • Doughty, C.1    Asner, G.2    Martin, R.3
  • 32
    • 78649367817 scopus 로고    scopus 로고
    • Ecohydrological responses of dense canopies to environmental variability: 1. Interplay between vertical structure and photosynthetic pathway
    • Drewry, D. T., P. Kumar, S. Long, C. Bernacchi, X. Z. Liang, and M. Sivapalan. 2010. Ecohydrological responses of dense canopies to environmental variability: 1. Interplay between vertical structure and photosynthetic pathway. Journal of Geophysical Research-Biogeosciences 115.
    • (2010) Journal of Geophysical Research-Biogeosciences , vol.115
    • Drewry, D.T.1    Kumar, P.2    Long, S.3    Bernacchi, C.4    Liang, X.Z.5    Sivapalan, M.6
  • 33
    • 84869223866 scopus 로고    scopus 로고
    • Assessing leaf nitrogen content and leaf mass per unit area of wheat in the field throughout plant cycle with a portable spectrometer
    • Ecarnot, M., F. Compan, and P. Roumet. 2013. Assessing leaf nitrogen content and leaf mass per unit area of wheat in the field throughout plant cycle with a portable spectrometer. Field Crops Research 140:44-50.
    • (2013) Field Crops Research , vol.140 , pp. 44-50
    • Ecarnot, M.1    Compan, F.2    Roumet, P.3
  • 34
    • 79959736363 scopus 로고    scopus 로고
    • Spectroscopic analysis of canopy nitrogen and nitrogen isotopes in managed pastures and hay land
    • Elmore, A. J., and J. M. Craine. 2011. Spectroscopic analysis of canopy nitrogen and nitrogen isotopes in managed pastures and hay land. IEEE Transactions on Geoscience and Remote Sensing 49:2491-2498.
    • (2011) IEEE Transactions on Geoscience and Remote Sensing , vol.49 , pp. 2491-2498
    • Elmore, A.J.1    Craine, J.M.2
  • 35
    • 0025573172 scopus 로고
    • Visible and near-infrared reflectance characteristics of dry plant materials
    • Elvidge, C. D. 1990. Visible and near-infrared reflectance characteristics of dry plant materials. International Journal of Remote Sensing 11:1775-1795.
    • (1990) International Journal of Remote Sensing , vol.11 , pp. 1775-1795
    • Elvidge, C.D.1
  • 36
    • 0024476132 scopus 로고
    • Photosynthesis and nitrogen relationships in leaves of C3 plants
    • Evans, J. R. 1989. Photosynthesis and nitrogen relationships in leaves of C3 plants. Oecologia 78:9-19.
    • (1989) Oecologia , vol.78 , pp. 9-19
    • Evans, J.R.1
  • 37
    • 38949143703 scopus 로고    scopus 로고
    • Intercomparison of sugar maple (Acer saccharum Marsh.) stand transpiration responses to environmental conditions from the western Great Lakes region of the United States
    • Ewers, B. E., D. S. Mackay, J. Tang, P. V. Bolstad, and S. Samanta. 2008. Intercomparison of sugar maple (Acer saccharum Marsh.) stand transpiration responses to environmental conditions from the western Great Lakes region of the United States. Agricultural and Forest Meteorology 148:231-246.
    • (2008) Agricultural and Forest Meteorology , vol.148 , pp. 231-246
    • Ewers, B.E.1    Mackay, D.S.2    Tang, J.3    Bolstad, P.V.4    Samanta, S.5
  • 38
    • 0033009545 scopus 로고    scopus 로고
    • Comparison of the litterfall and forest floor organic matter and nitrogen dynamics of upland forest ecosystems in north central Wisconsin
    • Fassnacht, K. S., and S. T. Gower. 1999. Comparison of the litterfall and forest floor organic matter and nitrogen dynamics of upland forest ecosystems in north central Wisconsin. Biogeochemistry 45:265-284.
    • (1999) Biogeochemistry , vol.45 , pp. 265-284
    • Fassnacht, K.S.1    Gower, S.T.2
  • 42
    • 0002634682 scopus 로고
    • The photosynthesisnitrogen relationship in wild plants
    • T. Givnish, editor. Cambridge University Press, Cambridge, UK
    • Field, C., and H. A. Mooney. 1986. The photosynthesisnitrogen relationship in wild plants. Pages 22-55 in T. Givnish, editor. On the economy of plant form and function. Cambridge University Press, Cambridge, UK.
    • (1986) On the Economy of Plant Form and Function , pp. 22-55
    • Field, C.1    Mooney, H.A.2
  • 43
    • 33746256139 scopus 로고    scopus 로고
    • Foliar spectral properties following leaf clipping and implications for handling techniques
    • Foley, S., B. Rivard, G. A. Sanchez-Azofeifa, and J. Calvo. 2006. Foliar spectral properties following leaf clipping and implications for handling techniques. Remote Sensing of Environment 103:265-275.
    • (2006) Remote Sensing of Environment , vol.103 , pp. 265-275
    • Foley, S.1    Rivard, B.2    Sanchez-Azofeifa, G.A.3    Calvo, J.4
  • 44
    • 0031665923 scopus 로고    scopus 로고
    • Ecological applications of near infrared reflectance spectroscopy-A tool for rapid, cost-effective prediction of the composition of plant and animal tissues and aspects of animal performance
    • Foley, W. J., A. Mcllwee, I. Lawler, L. Aragones, A. P. Woolnough, and N. Berding. 1998. Ecological applications of near infrared reflectance spectroscopy-a tool for rapid, cost-effective prediction of the composition of plant and animal tissues and aspects of animal performance. Oecologia 116:293-305.
    • (1998) Oecologia , vol.116 , pp. 293-305
    • Foley, W.J.1    McLlwee, A.2    Lawler, I.3    Aragones, L.4    Woolnough, A.P.5    Berding, N.6
  • 45
    • 63849220027 scopus 로고    scopus 로고
    • Leaf traits capture the effects of land use changes and climate on litter decomposability of grasslands across Europe
    • Fortunel, C., et al. 2009. Leaf traits capture the effects of land use changes and climate on litter decomposability of grasslands across Europe. Ecology 90:598-611.
    • (2009) Ecology , vol.90 , pp. 598-611
    • Fortunel, C.1
  • 46
    • 0031177873 scopus 로고    scopus 로고
    • Vegetation water and dry matter contents estimated from top-of-The-atmosphere reflectance data: A simulation study
    • Fourty, T., and F. Baret. 1997. Vegetation water and dry matter contents estimated from top-of-the-atmosphere reflectance data: a simulation study. Remote Sensing of Environment 61:34-45.
    • (1997) Remote Sensing of Environment , vol.61 , pp. 34-45
    • Fourty, T.1    Baret, F.2
  • 47
    • 0030152155 scopus 로고    scopus 로고
    • Leaf optical properties with explicit description of its biochemical composition: Direct and inverse problems
    • Fourty, T., F. Baret, S. Jacquemoud, G. Schmuck, and J. Verdebout. 1996. Leaf optical properties with explicit description of its biochemical composition: direct and inverse problems. Remote Sensing of Environment 56:104-117.
    • (1996) Remote Sensing of Environment , vol.56 , pp. 104-117
    • Fourty, T.1    Baret, F.2    Jacquemoud, S.3    Schmuck, G.4    Verdebout, J.5
  • 48
    • 0026005385 scopus 로고
    • Natural disturbance regimes in hemlock hardwood forests of the Upper Great Lakes region
    • Frelich, L. E., and C. G. Lorimer. 1991. Natural disturbance regimes in hemlock hardwood forests of the Upper Great Lakes region. Ecological Monographs 61:145-164.
    • (1991) Ecological Monographs , vol.61 , pp. 145-164
    • Frelich, L.E.1    Lorimer, C.G.2
  • 49
    • 0028979975 scopus 로고
    • Neighborhood effects, disturbance, and succession in forests of the western Great Lakes Region
    • Frelich, L. E., and P. B. Reich. 1995. Neighborhood effects, disturbance, and succession in forests of the western Great Lakes Region. Ecoscience 2920:148-158.
    • (1995) Ecoscience , vol.2920 , pp. 148-158
    • Frelich, L.E.1    Reich, P.B.2
  • 51
    • 11144325691 scopus 로고
    • Partial least-squares regression-A tutorial
    • Geladi, P., and B. R. Kowalski. 1986. Partial least-squares regression-a tutorial. Analytica Chimica Acta 185:1-17.
    • (1986) Analytica Chimica Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 52
    • 0033062979 scopus 로고    scopus 로고
    • Using nearinfrared reflectance spectroscopy to predict carbon, nitrogen and phosphorus content in heterogeneous plant material
    • Gillon, D., C. Houssard, and R. Joffre. 1999. Using nearinfrared reflectance spectroscopy to predict carbon, nitrogen and phosphorus content in heterogeneous plant material. Oecologia 118:173-182.
    • (1999) Oecologia , vol.118 , pp. 173-182
    • Gillon, D.1    Houssard, C.2    Joffre, R.3
  • 53
    • 33746572112 scopus 로고    scopus 로고
    • Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves
    • Gitelson, A. A., G. P. Keydan, and M. N. Merzlyak. 2006. Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves. Geophysical Research Letters 33: 5.
    • (2006) Geophysical Research Letters , vol.33 , pp. 5
    • Gitelson, A.A.1    Keydan, G.P.2    Merzlyak, M.N.3
  • 54
    • 0037473245 scopus 로고    scopus 로고
    • Foliar morphology and canopy nitrogen as predictors of light-use efficiency in terrestrial vegetation
    • Green, D. S., J. E. Erickson, and E. L. Kruger. 2003. Foliar morphology and canopy nitrogen as predictors of light-use efficiency in terrestrial vegetation. Agricultural and Forest Meteorology 115:165-173.
    • (2003) Agricultural and Forest Meteorology , vol.115 , pp. 165-173
    • Green, D.S.1    Erickson, J.E.2    Kruger, E.L.3
  • 55
    • 0032157956 scopus 로고    scopus 로고
    • Imaging spectroscopy and the airborne visible infrared imaging spectrometer (AVIRIS)
    • Green, R. O., et al. 1998. Imaging spectroscopy and the airborne visible infrared imaging spectrometer (AVIRIS). Remote Sensing of Environment 65:227-248.
    • (1998) Remote Sensing of Environment , vol.65 , pp. 227-248
    • Green, R.O.1
  • 56
    • 0030304952 scopus 로고    scopus 로고
    • Critique of stepwise multiple linear regression for the extraction of leaf biochemistry information from leaf reflectance data
    • Grossman, Y. L., S. L. Ustin, S. Jacquemoud, E. W. Sanderson, G. Schmuck, and J. Verdebout. 1996. Critique of stepwise multiple linear regression for the extraction of leaf biochemistry information from leaf reflectance data. Remote Sensing of Environment 56:182-193.
    • (1996) Remote Sensing of Environment , vol.56 , pp. 182-193
    • Grossman, Y.L.1    Ustin, S.L.2    Jacquemoud, S.3    Sanderson, E.W.4    Schmuck, G.5    Verdebout, J.6
  • 57
    • 47949108977 scopus 로고    scopus 로고
    • Subtropical to boreal convergence of tree-leaf temperatures
    • Helliker, B. R., and S. L. Richter. 2008. Subtropical to boreal convergence of tree-leaf temperatures. Nature 454:511-514.
    • (2008) Nature , vol.454 , pp. 511-514
    • Helliker, B.R.1    Richter, S.L.2
  • 58
    • 33646134394 scopus 로고    scopus 로고
    • 15N in symbiotic fungi and plants estimates nitrogen and carbon flux rates in Arctic tundra
    • Hobbie, J. E., and E. A. Hobbie. 2006. 15N in symbiotic fungi and plants estimates nitrogen and carbon flux rates in Arctic tundra. Ecology 87:816-822.
    • (2006) Ecology , vol.87 , pp. 816-822
    • Hobbie, J.E.1    Hobbie, E.A.2
  • 59
    • 44949287707 scopus 로고
    • PROSPECT-A model of leaf optical properties of spectra
    • Jacquemoud, S., and F. Baret. 1990. PROSPECT-a model of leaf optical properties of spectra. Remote Sensing of Environment 34:75-91.
    • (1990) Remote Sensing of Environment , vol.34 , pp. 75-91
    • Jacquemoud, S.1    Baret, F.2
  • 60
    • 77958003197 scopus 로고    scopus 로고
    • NEON: The first continental-scale ecological observatory with airborne remote sensing of vegetation canopy biochemistry and structure
    • Kampe, T. U., B. R. Johnson, M. Kuester, and M. Keller. 2010. NEON: the first continental-scale ecological observatory with airborne remote sensing of vegetation canopy biochemistry and structure. Journal of Applied Remote Sensing 4(043510).
    • (2010) Journal of Applied Remote Sensing , vol.4 , pp. 043510
    • Kampe, T.U.1    Johnson, B.R.2    Kuester, M.3    Keller, M.4
  • 61
    • 61449173014 scopus 로고    scopus 로고
    • Quantifying photosynthetic capacity and its relationship to leaf nitrogen content for global-scale terrestrial biosphere models
    • Kattge, J., W. Knorr, T. Raddatz, and C. Wirth. 2009. Quantifying photosynthetic capacity and its relationship to leaf nitrogen content for global-scale terrestrial biosphere models. Global Change Biology 15:976-991.
    • (2009) Global Change Biology , vol.15 , pp. 976-991
    • Kattge, J.1    Knorr, W.2    Raddatz, T.3    Wirth, C.4
  • 62
    • 70350128537 scopus 로고    scopus 로고
    • Prediction of d13C and d15N in plant tissues with near-infrared reflectance spectroscopy
    • Kleinebecker, T., S. R. Schmidt, C. Fritz, A. J. P. Smolders, and N. Holzel. 2009. Prediction of d13C and d15N in plant tissues with near-infrared reflectance spectroscopy. New Phytologist 184:732-739.
    • (2009) New Phytologist , vol.184 , pp. 732-739
    • Kleinebecker, T.1    Schmidt, S.R.2    Fritz, C.3    Smolders, A.J.P.4    Holzel, N.5
  • 63
    • 67650227767 scopus 로고    scopus 로고
    • Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies
    • Kokaly, R. F., G. P. Asner, S. V. Ollinger, M. E. Martin, and C. A. Wessman. 2009. Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies. Remote Sensing of Environment 113:S78-S91.
    • (2009) Remote Sensing of Environment , 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
  • 64
    • 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 R. N. Clark. 1999. Spectroscopic determination of leaf biochemistry using band-depth analysis of absorption features and stepwise multiple linear regression. Remote Sensing of Environment 67: 267-287.
    • (1999) Remote Sensing of Environment , vol.67 , pp. 267-287
    • Kokaly, R.F.1    Clark, R.N.2
  • 65
    • 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., C. François, K. Soudani, D. Berveiller, J. Y. Pontailler, N. Bréda, H. Genet, H. Davi, and E. Dufrêne. 2008. 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 Sensing of Environment 112:3846-3864.
    • (2008) Remote Sensing of Environment , 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
  • 66
    • 42249101937 scopus 로고    scopus 로고
    • Nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed
    • LeBauer, D. S., and K. K. Treseder. 2008. Nitrogen limitation of net primary productivity in terrestrial ecosystems is globally distributed. Ecology 89:371-379.
    • (2008) Ecology , vol.89 , pp. 371-379
    • Lebauer, D.S.1    Treseder, K.K.2
  • 68
    • 0002046028 scopus 로고
    • Analyses of forest foliage III: Determining nitrogen, lignin, and cellulose in fresh leaves using near infrared reflectance data
    • Martin, M. E., and J. D. Aber. 1994. Analyses of forest foliage III: determining nitrogen, lignin, and cellulose in fresh leaves using near infrared reflectance data. Journal of Near Infrared Spectroscopy 2:25-32.
    • (1994) Journal of Near Infrared Spectroscopy , vol.2 , pp. 25-32
    • Martin, M.E.1    Aber, J.D.2
  • 69
    • 0030616809 scopus 로고    scopus 로고
    • High spectral resolution remote sensing of forest canopy lignin, nitrogen, and ecosystem processes
    • Martin, M. E., and J. D. Aber. 1997. High spectral resolution remote sensing of forest canopy lignin, nitrogen, and ecosystem processes. Ecological Applications 7:431-443.
    • (1997) Ecological Applications , vol.7 , pp. 431-443
    • Martin, M.E.1    Aber, J.D.2
  • 70
    • 48349099850 scopus 로고    scopus 로고
    • A generalizable method for remote sensing of canopy nitrogen across a wide range of forest ecosystems
    • Martin, M. E., L. C. Plourde, S. V. Ollinger, M. L. Smith, and B. E. McNeil. 2008. A generalizable method for remote sensing of canopy nitrogen across a wide range of forest ecosystems. Remote Sensing of Environment 112:3511-3519.
    • (2008) Remote Sensing of Environment , 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
  • 71
    • 0028121657 scopus 로고
    • Seasonal patterns and remote spectral estimation of canopy chemistry across the Oregon transect
    • Matson, P., L. Johnson, C. Billow, J. Miller, and R. L. Pu. 1994. Seasonal patterns and remote spectral estimation of canopy chemistry across the Oregon transect. Ecological Applications 4:280-298.
    • (1994) Ecological Applications , vol.4 , pp. 280-298
    • Matson, P.1    Johnson, L.2    Billow, C.3    Miller, J.4    Pu, R.L.5
  • 72
    • 0000828376 scopus 로고
    • Determination of nitrogen, lignin, and cellulose content of decomposition leaf material by nearinfrared reflectance spectroscopy
    • McLellan, T. M., J. D. Aber, M. E. Martin, J. M. Melillo, and K. J. Nadelhoffer. 1991a. Determination of nitrogen, lignin, and cellulose content of decomposition leaf material by nearinfrared reflectance spectroscopy. Canadian Journal of Forest Research 21:1684-1688.
    • (1991) Canadian Journal of Forest Research , vol.21 , pp. 1684-1688
    • McLellan, T.M.1    Aber, J.D.2    Martin, M.E.3    Melillo, J.M.4    Nadelhoffer, K.J.5
  • 73
    • 0000828376 scopus 로고
    • Comparison of wet chemistry and near-infrared reflectance measurements of carbon-fraction chemistry and nitrogen concentration of forest foliage
    • McLellan, T. M., M. E. Martin, J. D. Aber, J. M. Melillo, K. J. Nadelhoffer, and B. Dewey. 1991b. Comparison of wet chemistry and near-infrared reflectance measurements of carbon-fraction chemistry and nitrogen concentration of forest foliage. Canadian Journal of Forest Research 21:1689-1693.
    • (1991) Canadian Journal of Forest Research , vol.21 , pp. 1689-1693
    • McLellan, T.M.1    Martin, M.E.2    Aber, J.D.3    Melillo, J.M.4    Nadelhoffer, K.J.5    Dewey, B.6
  • 75
    • 0020447958 scopus 로고
    • Nitrogen and lignin control of hardwood leaf litter decomposition dynamics
    • Melillo, J. M., J. D. Aber, and J. F. Muratore. 1982. Nitrogen and lignin control of hardwood leaf litter decomposition dynamics. Ecology 63:621-626.
    • (1982) Ecology , vol.63 , pp. 621-626
    • Melillo, J.M.1    Aber, J.D.2    Muratore, J.F.3
  • 76
    • 33846829987 scopus 로고    scopus 로고
    • The pls package: Principal component and partial least squares regression in R
    • Mevik, B. H., and R. Wehrens. 2007. The pls package: principal component and partial least squares regression in R. Journal of Statistical Software 18:1-24.
    • (2007) Journal of Statistical Software , vol.18 , pp. 1-24
    • Mevik, B.H.1    Wehrens, R.2
  • 77
    • 0029663899 scopus 로고    scopus 로고
    • Biogeochemistry of a forested watershed in the central Adirondack Mountains: Temporal changes and mass balances
    • Mitchell, M. J., D. J. Raynal, and C. T. Driscoll. 1996. Biogeochemistry of a forested watershed in the central Adirondack Mountains: temporal changes and mass balances. Water, Air and Soil Pollution 88:355-369.
    • (1996) Water, Air and Soil Pollution , vol.88 , pp. 355-369
    • Mitchell, M.J.1    Raynal, D.J.2    Driscoll, C.T.3
  • 78
    • 34547421738 scopus 로고    scopus 로고
    • Photosynthesis and resource distribution through plant canopies
    • Niinemets, U. 2007. Photosynthesis and resource distribution through plant canopies. Plant, Cell and Environment 30:1052-1071.
    • (2007) Plant, Cell and Environment , vol.30 , pp. 1052-1071
    • Niinemets, U.1
  • 79
    • 78650392229 scopus 로고    scopus 로고
    • Sources of variability in canopy reflectance and the convergent properties of plants
    • Ollinger, S. V. 2011. Sources of variability in canopy reflectance and the convergent properties of plants. New Phytologist 189:375-394.
    • (2011) New Phytologist , vol.189 , pp. 375-394
    • Ollinger, S.V.1
  • 80
    • 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., and M. L. Smith. 2005. Net primary production and canopy nitrogen in a temperate forest landscape: an analysis using imaging spectroscopy, modeling and field data. Ecosystems 8:760-778.
    • (2005) Ecosystems , vol.8 , pp. 760-778
    • Ollinger, S.V.1    Smith, M.L.2
  • 81
    • 0036160038 scopus 로고    scopus 로고
    • Regional variation in foliar chemistry and N cycling among forests of diverse history and composition
    • Ollinger, S. V., M. L. Smith, M. E. Martin, R. A. Hallett, C. L. Goodale, and J. D. Aber. 2002. Regional variation in foliar chemistry and N cycling among forests of diverse history and composition. Ecology 83:339-355.
    • (2002) Ecology , vol.83 , pp. 339-355
    • Ollinger, S.V.1    Smith, M.L.2    Martin, M.E.3    Hallett, R.A.4    Goodale, C.L.5    Aber, J.D.6
  • 82
    • 0032776290 scopus 로고    scopus 로고
    • Exploring the relationships between reflectance and anatomical and biochemical properties in Quercus ilex leaves
    • Ourcival, J. M., R. Joffre, and S. Rambal. 1999. Exploring the relationships between reflectance and anatomical and biochemical properties in Quercus ilex leaves. New Phytologist 143:351-364.
    • (1999) New Phytologist , vol.143 , pp. 351-364
    • Ourcival, J.M.1    Joffre, R.2    Rambal, S.3
  • 83
    • 0021537408 scopus 로고
    • Aboveground production and N and P cycling along a nitrogen mineralization gradient on Blackhawk Island, Wisconsin
    • Pastor, J., J. D. Aber, C. A. McClaugherty, and J. M. Melillo. 1984. Aboveground production and N and P cycling along a nitrogen mineralization gradient on Blackhawk Island, Wisconsin. Ecology 65:256-268.
    • (1984) Ecology , vol.65 , pp. 256-268
    • Pastor, J.1    Aber, J.D.2    McClaugherty, C.A.3    Melillo, J.M.4
  • 86
    • 65249150658 scopus 로고    scopus 로고
    • Causes and consequences of variation in leaf mass per area (LMA): A meta-analysis
    • Poorter, H., U. Niinemets, L. Poorter, I. J. Wright, and R. Villar. 2009. Causes and consequences of variation in leaf mass per area (LMA): a meta-analysis. New Phytologist 182:565-588.
    • (2009) New Phytologist , vol.182 , pp. 565-588
    • Poorter, H.1    Niinemets, U.2    Poorter, L.3    Wright, I.J.4    Villar, R.5
  • 87
    • 84914179053 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria.
    • R Development Core Team. 2013. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. www.r-project.org
    • (2013) R: A Language and Environment for Statistical Computing
  • 88
    • 0001042188 scopus 로고    scopus 로고
    • Spectral reflectance of Picea rubens and Abies balsamea needles along an elevational gradient, Mt. Moosilauke, New Hampshire, USA
    • Richardson, A. D., G. P. Berlyn, and T. G. Gregoire. 2001. Spectral reflectance of Picea rubens and Abies balsamea needles along an elevational gradient, Mt. Moosilauke, New Hampshire, USA. American Journal of Botany 88:667-676.
    • (2001) American Journal of Botany , vol.88 , pp. 667-676
    • Richardson, A.D.1    Berlyn, G.P.2    Gregoire, T.G.3
  • 89
    • 24644458871 scopus 로고    scopus 로고
    • Quantitative reflectance spectroscopy as an alternative to traditional wet lab analysis of foliar chemistry: Near-infrared and midinfrared calibrations compared
    • Richardson, A. D., and J. B. Reeves. 2005. Quantitative reflectance spectroscopy as an alternative to traditional wet lab analysis of foliar chemistry: near-infrared and midinfrared calibrations compared. Canadian Journal of Forest Research 35:1122-1130.
    • (2005) Canadian Journal of Forest Research , vol.35 , pp. 1122-1130
    • Richardson, A.D.1    Reeves, J.B.2
  • 90
    • 0035283390 scopus 로고    scopus 로고
    • D15N as an integrator of the nitrogen cycle
    • Robinson, D. 2001. d15N as an integrator of the nitrogen cycle. Trends in Ecology and Evolution 16:153-162.
    • (2001) Trends in Ecology and Evolution , vol.16 , pp. 153-162
    • Robinson, D.1
  • 91
    • 34447094487 scopus 로고    scopus 로고
    • Extending the leaf economics spectrum to decomposition: Evidence from a tropical forest
    • Santiago, L. S. 2007. Extending the leaf economics spectrum to decomposition: evidence from a tropical forest. Ecology 88:1126-1131.
    • (2007) Ecology , vol.88 , pp. 1126-1131
    • Santiago, L.S.1
  • 92
    • 14844361177 scopus 로고    scopus 로고
    • Spatial controls of pre-Euro- American wind and fire disturbance in northern Wisconsin (USA) forest landscapes
    • Schulte, L. A., D. J. Mladenoff, S. N. Burrows, T. A. Sickley, and E. V. Nordheim. 2005. Spatial controls of pre-Euro- American wind and fire disturbance in northern Wisconsin (USA) forest landscapes. Ecosystems 8:73-94.
    • (2005) Ecosystems , vol.8 , pp. 73-94
    • Schulte, L.A.1    Mladenoff, D.J.2    Burrows, S.N.3    Sickley, T.A.4    Nordheim, E.V.5
  • 93
    • 84555204870 scopus 로고    scopus 로고
    • Leaf optical properties reflect variation in photosynthetic metabolism and its sensitivity to temperature
    • Serbin, S. P., D. N. Dillaway, E. L. Kruger, and P. A. Townsend. 2012. Leaf optical properties reflect variation in photosynthetic metabolism and its sensitivity to temperature. Journal of Experimental Botany 63:489-502.
    • (2012) Journal of Experimental Botany , vol.63 , pp. 489-502
    • Serbin, S.P.1    Dillaway, D.N.2    Kruger, E.L.3    Townsend, P.A.4
  • 94
    • 29144476650 scopus 로고    scopus 로고
    • Functional linkages between leaf traits and net photosynthetic rate: Reconciling empirical and mechanistic models
    • Shipley, B., D. Vile, E. Garnier, I. J. Wright, and H. Poorter. 2005. Functional linkages between leaf traits and net photosynthetic rate: reconciling empirical and mechanistic models. Functional Ecology 19:602-615.
    • (2005) Functional Ecology , vol.19 , pp. 602-615
    • Shipley, B.1    Vile, D.2    Garnier, E.3    Wright, I.J.4    Poorter, H.5
  • 95
    • 0042883954 scopus 로고    scopus 로고
    • Analysis of hyperspectral data for estimation of temperate forest canopy nitrogen concentration: Comparison between an airborne (AVIRIS) and a spaceborne (Hyperion) sensor
    • Smith, M. L., M. E. Martin, L. Plourde, and S. V. Ollinger. 2003. Analysis of hyperspectral data for estimation of temperate forest canopy nitrogen concentration: comparison between an airborne (AVIRIS) and a spaceborne (Hyperion) sensor. IEEE Transactions on Geoscience and Remote Sensing 41:1332-1337.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , pp. 1332-1337
    • Smith, M.L.1    Martin, M.E.2    Plourde, L.3    Ollinger, S.V.4
  • 96
    • 0242584983 scopus 로고    scopus 로고
    • Direct estimation of aboveground forest productivity through hyperspectral remote sensing of canopy nitrogen
    • Smith, M. L., S. V. Ollinger, M. E. Martin, J. D. Aber, R. A. Hallett, and C. L. Goodale. 2002. Direct estimation of aboveground forest productivity through hyperspectral remote sensing of canopy nitrogen. Ecological Applications 12:1286-1302.
    • (2002) Ecological Applications , 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
  • 97
    • 0042382985 scopus 로고    scopus 로고
    • Application of imaging spectroscopy to mapping canopy nitrogen in the forests of the central Appalachian Mountains using Hyperion and AVIRIS
    • Townsend, P. A., J. R. Foster, R. A. Chastain, and W. S. Currie. 2003. Application of imaging spectroscopy to mapping canopy nitrogen in the forests of the central Appalachian Mountains using Hyperion and AVIRIS. IEEE Transactions on Geoscience and Remote Sensing 41:1347-1354.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , pp. 1347-1354
    • Townsend, P.A.1    Foster, J.R.2    Chastain, R.A.3    Currie, W.S.4
  • 98
    • 84875277023 scopus 로고    scopus 로고
    • Disentangling the contribution of biological and physical properties of leaves and canopies in imaging spectroscopy data
    • Townsend, P. A., S. P. Serbin, E. L. Kruger, and J. A. Gamon. 2013. Disentangling the contribution of biological and physical properties of leaves and canopies in imaging spectroscopy data. Proceedings of the National Academy of Sciences USA 110:E1074.
    • (2013) Proceedings of the National Academy of Sciences USA , vol.110 , pp. E1074
    • Townsend, P.A.1    Serbin, S.P.2    Kruger, E.L.3    Gamon, J.A.4
  • 102
    • 0024252391 scopus 로고
    • Remote-sensing of canopy chemistry and nitrogen cycling in temperate forest ecosystems
    • Wessman, C. A., J. D. Aber, D. L. Peterson, and J. M. Melillo. 1988b. Remote-sensing of canopy chemistry and nitrogen cycling in temperate forest ecosystems. Nature 335:154-156.
    • (1988) Nature , vol.335 , pp. 154-156
    • Wessman, C.A.1    Aber, J.D.2    Peterson, D.L.3    Melillo, J.M.4
  • 103
    • 27144521499 scopus 로고    scopus 로고
    • Life cycle inventories of roundwood production in northern Wisconsin: Inputs into an industrial forest carbon budget
    • White, M. K., S. T. Gower, and D. E. Ahl. 2005. Life cycle inventories of roundwood production in northern Wisconsin: inputs into an industrial forest carbon budget. Forest Ecology and Management 219:13-28.
    • (2005) Forest Ecology and Management , vol.219 , pp. 13-28
    • White, M.K.1    Gower, S.T.2    Ahl, D.E.3
  • 105
    • 0001681052 scopus 로고
    • The collinearity problem in linear regression. The partial leastsquares (PLS) regression approach to generalized inverses
    • Wold, S., A. Ruhe, H. Wold, and W. J. Dunn. 1984. The collinearity problem in linear regression. The partial leastsquares (PLS) regression approach to generalized inverses. Siam Journal on Scientific and Statistical Computing 5(3):735-743.
    • (1984) Siam Journal on Scientific and Statistical Computing , vol.5 , Issue.3 , pp. 735-743
    • Wold, S.1    Ruhe, A.2    Wold, H.3    Dunn, W.J.4
  • 107
    • 50849137515 scopus 로고    scopus 로고
    • Remote sensing of the distribution and abundance of host species for spruce budworm in northern Minnesota and Ontario
    • Wolter, P. T., P. A. Townsend, B. R. Sturtevant, and C. C. Kingdon. 2008. Remote sensing of the distribution and abundance of host species for spruce budworm in northern Minnesota and Ontario. Remote Sensing of Environment 112:3971-3982.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 3971-3982
    • Wolter, P.T.1    Townsend, P.A.2    Sturtevant, B.R.3    Kingdon, C.C.4
  • 108
    • 11144357645 scopus 로고    scopus 로고
    • The worldwide leaf economics spectrum
    • Wright, I. J., et al. 2004. The worldwide leaf economics spectrum. Nature 428:821-827.
    • (2004) Nature , vol.428 , pp. 821-827
    • Wright, I.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.