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Volumn 4, Issue 4, 2015, Pages 2792-2820

Estimating plant traits of grasslands from UAV-acquired hyperspectral images: A comparison of statistical approaches

Author keywords

Grassland traits; Partial least squares regression (PLSR); Spectroscopy; Unmanned aerial vehicle (UAV); Vegetation indices

Indexed keywords


EID: 84952837909     PISSN: None     EISSN: 22209964     Source Type: Journal    
DOI: 10.3390/ijgi4042792     Document Type: Article
Times cited : (119)

References (70)
  • 2
    • 67349191974 scopus 로고    scopus 로고
    • Grassland for agriculture and nature conservation: Production, quality and multi-functionality
    • Hopkins, A.; Holz, B. Grassland for agriculture and nature conservation: Production, quality and multi-functionality. Agron. Res. 2006, 4, 3-20.
    • (2006) Agron. Res , vol.4 , pp. 3-20
    • Hopkins, A.1    Holz, B.2
  • 4
    • 84926224628 scopus 로고    scopus 로고
    • Predicting C3.And C4 grass nutrient variability using in situ canopy reflectance and partial least squares regression
    • Adjorlolo, C.; Mutanga, O.; Choc, M.A. Predicting C3 and C4 grass nutrient variability using in situ canopy reflectance and partial least squares regression. Int. J. Remote Sens. 2015, 36, 1743-1761.
    • (2015) Int. J. Remote Sens , vol.36 , pp. 1743-1761
    • Adjorlolo, C.1    Mutanga, O.2    Choc, A.M.3
  • 5
    • 84861758703 scopus 로고    scopus 로고
    • Using hyperspectral remote sensing data for retrieving canopy chlorophyll and nitrogen content
    • Clevers, J.G.; 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.1    Kooistra, L.2
  • 6
    • 0037380004 scopus 로고    scopus 로고
    • An improved strategy for regression of biophysical variables and Landsat ETM+ data
    • Cohen, W.B.; Maiersperger, T.K.; Gower, S.T.; Turner, D.P. An improved strategy for regression of biophysical variables and Landsat ETM+ data. Remote Sens. Environ. 2003, 84, 561-571.
    • (2003) Remote Sens. Environ , vol.84 , pp. 561-571
    • Cohen, W.B.1    Maiersperger, T.K.2    Gower, S.T.3    Turner, D.P.4
  • 7
    • 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.; Peterson, D.L. Estimating the foliar biochemical concentration of leaves with reflectance spectrometry: Testing the Kokaly and Clark methodologies. Remote Sens. Environ. 2001, 76, 349-359.
    • (2001) Remote Sens. Environ , vol.76 , pp. 349-359
    • Curran, P.J.1    Dungan, J.L.2    Peterson, D.L.3
  • 8
    • 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.; Schjoerring, J.K. Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression. Remote Sens. Environ. 2003, 86, 542-553.
    • (2003) Remote Sens. Environ , vol.86 , pp. 542-553
    • Hansen, P.M.1    Schjoerring, J.K.2
  • 9
    • 0022924659 scopus 로고
    • Effects of nitrogen fertilization on growth and reflectance characteristics of winter wheat
    • Hinzman, L.D.; Bauer, M.E.; Daughtry, C.S.T. Effects of nitrogen fertilization on growth and reflectance characteristics of winter wheat. Remote Sens. Environ. 1986, 19, 47-61.
    • (1986) Remote Sens. Environ , vol.19 , pp. 47-61
    • Hinzman, L.D.1    Bauer, M.E.2    Daughtry, C.S.T.3
  • 10
    • 0028666239 scopus 로고
    • Distinguishing nitrogen fertilization levels in field corn (Zea mays L.) with actively induced fluorescence and passive reflectance measurements
    • McMurtrey, J.E.; Chappelle, E.W.; Kim, M.S.; Meisinger, J.J.; Corp, L.A. Distinguishing nitrogen fertilization levels in field corn (Zea mays L.) with actively induced fluorescence and passive reflectance measurements. Remote Sens. Environ. 1994, 47, 36-44.
    • (1994) Remote Sens. Environ , vol.47 , pp. 36-44
    • McMurtrey, J.E.1    Chappelle, E.W.2    Kim, M.S.3    Meisinger, J.J.4    Corp, L.A.5
  • 11
    • 0033385896 scopus 로고    scopus 로고
    • Evaluation of canopy biophysical variable retrieval performances from the accumulation of large swath satellite data
    • Weiss, M.; Baret, F. Evaluation of canopy biophysical variable retrieval performances from the accumulation of large swath satellite data. Remote Sens. Environ. 1999, 70, 293-306.
    • (1999) Remote Sens. Environ , vol.70 , pp. 293-306
    • Weiss, M.1    Baret, F.2
  • 12
    • 84930032973 scopus 로고    scopus 로고
    • Evaluating different methods for grass nutrient estimation from canopy hyperspectral reflectance
    • Wang, J.; Wang, T.; Skidmore, A.K.; Shi, T.; Wu, G. Evaluating Different Methods for Grass Nutrient Estimation from Canopy Hyperspectral Reflectance. Remote Sens. 2015, 7, 5901-5917.
    • (2015) Remote Sens , vol.7 , pp. 5901-5917
    • Wang, J.1    Wang, T.2    Skidmore, A.K.3    Shi, T.4    Wu, G.5
  • 13
    • 81555196440 scopus 로고    scopus 로고
    • Mapping grassland leaf area index with airborne hyperspectral imagery: A comparison study of statistical approaches and inversion of radiative transfer models
    • Darvishzadeh, R.; Atzberger, C.; Skidmore, A.; Schlerf, M. Mapping grassland leaf area index with airborne hyperspectral imagery: A comparison study of statistical approaches and inversion of radiative transfer models. ISPRS J. Photogramm. Remote Sens. 2011, 66, 894-906.
    • (2011) ISPRS J. Photogramm. Remote Sens , vol.66 , pp. 894-906
    • Darvishzadeh, R.1    Atzberger, C.2    Skidmore, A.3    Schlerf, M.4
  • 14
    • 2942739367 scopus 로고    scopus 로고
    • Hyperspectral versus multispectral data for estimating leaf area index in four different biomes
    • Lee, K.S.; Cohen, W.B.; Kennedy, R.E.; Maiersperger, T.K.; Gower, S.T. Hyperspectral versus multispectral data for estimating leaf area index in four different biomes. Remote Sens. Environ. 2004, 91, 508-520.
    • (2004) Remote Sens. Environ , vol.91 , pp. 508-520
    • Lee, K.S.1    Cohen, W.B.2    Kennedy, R.E.3    Maiersperger, T.K.4    Gower, S.T.5
  • 15
    • 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
  • 17
    • 70349172947 scopus 로고    scopus 로고
    • The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas
    • Dalponte, M.; Bruzzone, L.; Vescovo, L.; Gianelle, D. The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas. Remote Sens. Environ. 2009, 113, 2345-2355.
    • (2009) Remote Sens. Environ , vol.113 , pp. 2345-2355
    • Dalponte, M.1    Bruzzone, L.2    Vescovo, L.3    Gianelle, D.4
  • 18
    • 84922440159 scopus 로고    scopus 로고
    • Photogrammetry for environmental monitoring: The use of drones and hydrological models for detection of soil contaminated by copper
    • Capolupo, A.; Pindozzi, S.; Okello, C.; Fiorentino, N.; Boccia, L. Photogrammetry for environmental monitoring: The use of drones and hydrological models for detection of soil contaminated by copper. Sci. Total Environ. 2015, 514, 298-306.
    • (2015) Sci. Total Environ , vol.514 , pp. 298-306
    • Capolupo, A.1    Pindozzi, S.2    Okello, C.3    Fiorentino, N.4    Boccia, L.5
  • 19
    • 84922449441 scopus 로고    scopus 로고
    • Indirect field technology for detecting areas object of illegal spills harmful to human health: Application of drones, photogrammetry and hydrological models
    • Capolupo, A.; Pindozzi, S.; Okello, C.; Boccia, L. Indirect field technology for detecting areas object of illegal spills harmful to human health: Application of drones, photogrammetry and hydrological models. Geospat. Health. 2014, 8, 699-707.
    • (2014) Geospat. Health , vol.8 , pp. 699-707
    • Capolupo, A.1    Pindozzi, S.2    Okello, C.3    Boccia, L.4
  • 20
    • 84889854588 scopus 로고    scopus 로고
    • Uav for 3d mapping applications: A review
    • Nex, F.; Remondino, F. UAV for 3D mapping applications: A review. Appl. Geomat. 2013, 6, 1-15.
    • (2013) Appl. Geomat , vol.6 , pp. 1-15
    • Nex, F.1    Remondino, F.2
  • 21
    • 84868629775 scopus 로고    scopus 로고
    • The application of small unmanned aerial systems for precision agriculture: A review
    • Zhang, C.; Kovacs, J. The application of small unmanned aerial systems for precision agriculture: A review. Precis. Agric. 2012, 13, 693-712.
    • (2012) Precis. Agric , vol.13 , pp. 693-712
    • Zhang, C.1    Kovacs, J.2
  • 22
    • 84896258005 scopus 로고    scopus 로고
    • Predicting leaf traits of herbaceous species from their spectral characteristics
    • Roelofsen, H.D.; Bodegom, P.M.; Kooistra, L.; Witte, J.P.M. Predicting leaf traits of herbaceous species from their spectral characteristics. Ecol. Evol. 2014, 4, 706-719.
    • (2014) Ecol. Evol , vol.4 , pp. 706-719
    • Roelofsen, H.D.1    Bodegom, P.M.2    Kooistra, L.3    Witte, J.P.M.4
  • 23
    • 0036274669 scopus 로고    scopus 로고
    • Evaluation of narrowband and broadband vegetation indices for determining optimal hyperspectral wavebands for agricultural crop characterization
    • Thenkabail, P.S.; Smith, R.B.; de Pauw, E. Evaluation of narrowband and broadband vegetation indices for determining optimal hyperspectral wavebands for agricultural crop characterization. Photogramm. Eng. Remote Sens. 2002, 68, 607-621.
    • (2002) Photogramm. Eng. Remote Sens , vol.68 , pp. 607-621
    • Thenkabail, P.S.1    Smith, R.B.2    De Pauw, E.3
  • 24
    • 0032317096 scopus 로고    scopus 로고
    • Quantifying chlorophylls and caroteniods at leaf and canopy scales: An evaluation of some hyperspectral approaches
    • Blackburn, G.A. Quantifying chlorophylls and caroteniods at leaf and canopy scales: An evaluation of some hyperspectral approaches. Remote Sens. Environ. 1998, 66, 273-285.
    • (1998) Remote Sens. Environ , vol.66 , pp. 273-285
    • Blackburn, G.A.1
  • 25
    • 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
  • 26
    • 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
  • 27
    • 17144371921 scopus 로고    scopus 로고
    • Estimating tropical pasture quality at canopy level using band depth analysis with continuum removal in the visible domain
    • Mutanga, O.; Skidmore, A.K.; Kumar, L.; Ferwerda, J. Estimating tropical pasture quality at canopy level using band depth analysis with continuum removal in the visible domain. Int. J. Remote Sens. 2005, 26, 1093-1108.
    • (2005) Int. J. Remote Sens , vol.26 , pp. 1093-1108
    • Mutanga, O.1    Skidmore, A.K.2    Kumar, L.3    Ferwerda, J.4
  • 28
    • 34247595039 scopus 로고    scopus 로고
    • A comparative analysis of broadband and narrowband derived vegetation indices in predicting LAI and CCD of a cotton canopy
    • Zhao, D.; Huang, L.; Li, J.; Qi, J. A comparative analysis of broadband and narrowband derived vegetation indices in predicting LAI and CCD of a cotton canopy. ISPRS J. Photogramm. Remote Sens. 2007, 62, 25-33.
    • (2007) ISPRS J. Photogramm. Remote Sens , vol.62 , pp. 25-33
    • Zhao, D.1    Huang, L.2    Li, J.3    Qi, J.4
  • 30
    • 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
  • 31
    • 0037431389 scopus 로고    scopus 로고
    • Above-ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: The DAIS Peyne experiment
    • De Jong, S.M.; Pebesma, E.J.; Lacaze, B. Above-ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: The DAIS Peyne experiment. Int. J. Remote Sens. 2003, 24, 1505-1520.
    • (2003) Int. J. Remote Sens , vol.24 , pp. 1505-1520
    • De Jong, S.M.1    Pebesma, E.J.2    Lacaze, B.3
  • 32
    • 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.; Ustin, S.L.; Jacquemoud, S.; Sanderson, E.W.; Schmuck, G.; Verdebout, J. Critique of stepwise multiple linear regression for the extraction of leaf biochemistry information from leaf reflectance data. Remote Sens. Environ. 1996, 56, 182-193.
    • (1996) Remote Sens. Environ , 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
  • 33
    • 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
  • 34
    • 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
  • 35
    • 84883556324 scopus 로고    scopus 로고
    • Genetic algorithm-based partial least squares regression for estimating legume content in a grass-legume mixture using field hyperspectral measurements
    • Kawamura, K.; Watanabe, N.; Sakanoue, S.; Lee; H.J.; Lim, J.; Yoshitoshi, R. Genetic algorithm-based partial least squares regression for estimating legume content in a grass-legume mixture using field hyperspectral measurements. Grassl. Sci. 2013, 59, 166-172.
    • (2013) Grassl. Sci , vol.59 , pp. 166-172
    • Kawamura, K.1    Watanabe, N.2    Sakanoue, S.3    Lee, J.H.4    Lim, J.5    Yoshitoshi, R.6
  • 36
    • 36248949001 scopus 로고    scopus 로고
    • Estimation of green grass/herb biomass from airborne hyperspectral imagery using spectral indices and partial least squares regression
    • Cho, M.A.; Skidmore, A.; Corsi, F.; van Wieren, S.E.; Sobhan, I. Estimation of green grass/herb biomass from airborne hyperspectral imagery using spectral indices and partial least squares regression. Int. J. Appl. Earth Observ. Geoinf. 2007, 9, 414-424.
    • (2007) Int. J. Appl. Earth Observ. Geoinf , vol.9 , pp. 414-424
    • Cho, M.A.1    Skidmore, A.2    Corsi, F.3    Van Wieren, S.E.4    Sobhan, I.5
  • 38
    • 61349101582 scopus 로고    scopus 로고
    • Foreword to the special issue on unmanned airborne vehicle (uav) sensing systems for earth observations
    • Zhou, G.; Ambrosia, V.; Gasiewski, A.J.; Bland, G. Foreword to the special issue on Unmanned Airborne Vehicle (UAV) sensing systems for earth observations. IEEE Trans. Geosci. Remote Sens. 2009, 3, 687-689.
    • (2009) IEEE Trans. Geosci. Remote Sens , vol.3 , pp. 687-689
    • Zhou, G.1    Ambrosia, V.2    Gasiewski, A.J.3    Bland, G.4
  • 39
    • 84973493588 scopus 로고    scopus 로고
    • Overview and current status of remote sensing applications based on unmanned aerial vehicles (uavs)
    • Pajares, G. Overview and current status of remote sensing applications based on Unmanned Aerial Vehicles (UAVs). J. Photogramm. Eng. Remote Sens. 2015, 81, 281-330.
    • (2015) J. Photogramm. Eng. Remote Sens , vol.81 , pp. 281-330
    • Pajares, G.1
  • 40
    • 44649115314 scopus 로고    scopus 로고
    • Assessment of unmanned aerial vehicles imagery for quantitative monitoring of wheat crop in small plots
    • Lelong, C.C.; Burger, P.; Jubelin, G.; Roux, B.; Labbé, S.; Baret, F. Assessment of unmanned aerial vehicles imagery for quantitative monitoring of wheat crop in small plots. Sensors 2008, 8, 3557-3585.
    • (2008) Sensors , vol.8 , pp. 3557-3585
    • Lelong, C.C.1    Burger, P.2    Jubelin, G.3    Roux, B.4    Labbé, S.5    Baret, F.6
  • 41
    • 77953557908 scopus 로고    scopus 로고
    • A light-weight multispectral sensor for micro UAV-Opportunities for very high resolution airborne remote sensing
    • Beijing, China, 3-11 July
    • Nebiker, S.; Annen, A.; Scherrer, M.D. Oesch. A light-weight multispectral sensor for micro UAV-Opportunities for very high resolution airborne remote sensing. In Proceedings of the XXI ISPRS Congress, Beijing, China, 3-11 July 2008.
    • (2008) Proceedings of the XXI ISPRS Congress
    • Nebiker, S.1    Annen, A.2    Oesch, D.S.M.3
  • 42
    • 84876302385 scopus 로고    scopus 로고
    • Developing and evaluating an aerial sensor platform (asp) to collect multispectral data for deriving management decisions in precision farming
    • Link, J.; Senner, D.; Claupein, W. Developing and evaluating an aerial sensor platform (ASP) to collect multispectral data for deriving management decisions in precision farming. Comput. Electron. Agric. 2013, 94, 20-28.
    • (2013) Comput. Electron. Agric , vol.94 , pp. 20-28
    • Link, J.1    Senner, D.2    Claupein, W.3
  • 43
    • 84897562134 scopus 로고    scopus 로고
    • Unmanned aerial systems for photogrammetry and remote sensing: A review
    • Colomina, I.; Molina, P. Unmanned aerial systems for photogrammetry and remote sensing: A review. ISPRS J. Photogramm. Remote Sens. 2014, 92, 79-97.
    • (2014) ISPRS J. Photogramm. Remote Sens , vol.92 , pp. 79-97
    • Colomina, I.1    Molina, P.2
  • 44
    • 84912144701 scopus 로고    scopus 로고
    • UAV flight experiments applied to the remote sensing of vegetated areas
    • Salamí, E.; Barrado, C.; Pastor, E. UAV flight experiments applied to the remote sensing of vegetated areas. Remote Sens. 2014, 6, 11051-11081.
    • (2014) Remote Sens , vol.6 , pp. 11051-11081
    • Salamí, E.1    Barrado, C.2    Pastor, E.3
  • 46
    • 84920749069 scopus 로고    scopus 로고
    • Deploying four optical UAV-based sensors over grassland: Challenges and limitations
    • Von Bueren, S.K.; Burkart, A.; Hueni, A.; Rascher, U.; Tuohy, M.P.; Yule, I.J. Deploying four optical UAV-based sensors over grassland: Challenges and limitations. Biogeosciences 2015, 12, 163-175.
    • (2015) Biogeosciences , vol.12 , pp. 163-175
    • Von Bueren, S.K.1    Burkart, A.2    Hueni, A.3    Rascher, U.4    Tuohy, M.P.5    Yule, I.J.6
  • 48
    • 84855216754 scopus 로고    scopus 로고
    • Mapping herbage biomass and nitrogen status in an Italian ryegrass (Lolium multiflorum L.) field using a digital video camera with balloon system
    • Kawamura, K.; Sakuno, Y.; Tanaka, Y.; Lee, H.J.; Lim, J.; Kurokawa, Y.; Watanabe, N. Mapping herbage biomass and nitrogen status in an Italian ryegrass (Lolium multiflorum L.) field using a digital video camera with balloon system. J. Appl. Remote Sens. 2011, 5, doi:10.1117/1.3659893.
    • (2011) J. Appl. Remote Sens , vol.5
    • Kawamura, K.1    Sakuno, Y.2    Tanaka, Y.3    Lee, H.J.4    Lim, J.5    Kurokawa, Y.6    Watanabe, N.7
  • 50
    • 0242494325 scopus 로고    scopus 로고
    • Formeln zur schätzung des gehaltes an umsetzbarer energie in futtermitteln aus aufwüchsen des dauergrünlandes und mais-ganzpflanzen
    • GFE (Ausschuss für Bedarfsnormen der Gesellschaft für Ernährungsphysiologie). Formeln zur Schätzung des Gehaltes an umsetzbarer Energie in Futtermitteln aus Aufwüchsen des Dauergrünlandes und Mais-Ganzpflanzen. Proc. Soc. Nutr. Physiol. 1998, 7, 141-150.
    • (1998) Proc. Soc. Nutr. Physiol , vol.7 , pp. 141-150
    • GFE (Ausschuss für Bedarfsnormen der Gesellschaft für Ernährungsphysiologie)1
  • 54
    • 84918550322 scopus 로고    scopus 로고
    • Bundle adjustment-A modern synthesis
    • Triggs, W., Ziesserman, A., Sterliski, R., Eds.; Springer Verlag: Berlin, Germany
    • Triggs, W.; McLauchlan, P.; Hartley, R.; Fitzgibbon, A. Bundle adjustment-A modern synthesis. In Vision Algorithms: Theory and Practice; Triggs, W., Ziesserman, A., Sterliski, R., Eds.; Springer Verlag: Berlin, Germany, 2000; pp. 298-375.
    • (2000) Vision Algorithms: Theory and Practice , pp. 298-375
    • Triggs, W.1    McLauchlan, P.2    Hartley, R.3    Fitzgibbon, A.4
  • 55
    • 0141619160 scopus 로고    scopus 로고
    • System calibration through self calibration
    • Gruen, A., Huang, T.S., Eds.; Springer: New York, NY, USA
    • Gruen, A.; Beyer, H.A. System calibration through self calibration. In Calibration and Orientation of Cameras in Computer Vision; Gruen, A., Huang, T.S., Eds.; Springer: New York, NY, USA, 2001; pp. 163-194.
    • (2001) Calibration and Orientation of Cameras in Computer Vision , pp. 163-194
    • Gruen, A.1    Beyer, H.A.2
  • 56
    • 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
  • 57
    • 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
  • 58
    • 0037356853 scopus 로고    scopus 로고
    • Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves
    • Gitelson, A.A.; Gritz, Y.; Merzlyak, M.N. Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves. J. Plant Physiol. 2003, 160, 271-282.
    • (2003) J. Plant Physiol , vol.160 , pp. 271-282
    • Gitelson, A.A.1    Gritz, Y.2    Merzlyak, M.N.3
  • 59
    • 33746572112 scopus 로고    scopus 로고
    • Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves
    • Gitelson, A.A.; Keydan, G.P.; Merzlyak, M.N. Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves. Geophys. Res. Lett. 2006, 33, L11402.
    • (2006) Geophys. Res. Lett , vol.33 , pp. L11402
    • Gitelson, A.A.1    Keydan, G.P.2    Merzlyak, M.N.3
  • 61
    • 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
  • 62
    • 34447526307 scopus 로고    scopus 로고
    • Quantitative analysis of salt-affected soil reflectance spectra: A comparison of two adaptive methods (PLSR and ANN)
    • Farifteh, J.; van der Meer, F.; Atzberger, C.; Carranza, E.J.M. Quantitative analysis of salt-affected soil reflectance spectra: A comparison of two adaptive methods (PLSR and ANN). Remote Sens. Environ. 2007, 110, 59-78.
    • (2007) Remote Sens. Environ , vol.110 , pp. 59-78
    • Farifteh, J.1    Van Der Meer, F.2    Atzberger, C.3    Carranza, E.J.M.4
  • 64
    • 76349111180 scopus 로고    scopus 로고
    • Partial least squares regression and projection on latent structure regression (PLS Regression)
    • Abdi, H. Partial least squares regression and projection on latent structure regression (PLS Regression). Wiley Interdiscip. Rev. Comput. Stat. 2010, 2, 97-106.
    • (2010) Wiley Interdiscip. Rev. Comput. Stat , vol.2 , pp. 97-106
    • Abdi, H.1
  • 65
    • 84880328181 scopus 로고    scopus 로고
    • Effects of sample preparation and measurement standardization on the NIRS calibration quality of nitrogen, ash and NDFom content in extensive experimental grassland biomass
    • Reddersen, B.; Fricke, T.; Wachendorf, M. Effects of sample preparation and measurement standardization on the NIRS calibration quality of nitrogen, ash and NDFom content in extensive experimental grassland biomass. Anim. Feed Sci. Tech. 2013, 183, 77-85.
    • (2013) Anim. Feed Sci. Tech , vol.183 , pp. 77-85
    • Reddersen, B.1    Fricke, T.2    Wachendorf, M.3
  • 67
    • 84903762295 scopus 로고    scopus 로고
    • Spectroscopic determination of leaf morphological and biochemical traits for northern temperate and boreal tree species
    • Serbin, S.P.; Singh, A.; McNeil, B.E.; Kingdon, C.C.; Townsend, P.A. Spectroscopic determination of leaf morphological and biochemical traits for northern temperate and boreal tree species. Ecol. Appl. 2014, 24, 1651-1669.
    • (2014) Ecol. Appl , vol.24 , pp. 1651-1669
    • Serbin, S.P.1    Singh, A.2    McNeil, B.E.3    Kingdon, C.C.4    Townsend, P.A.5
  • 68
    • 33846829987 scopus 로고    scopus 로고
    • The pls package: Principal component and partial least squares regression in R
    • Mevik, B.H.; Wehrens, R. The pls package: Principal component and partial least squares regression in R. J. Stat. Softw. 2007, 18, 1-23.
    • (2007) J. Stat. Softw , vol.18 , pp. 1-23
    • Mevik, B.H.1    Wehrens, R.2
  • 69
    • 84952838908 scopus 로고    scopus 로고
    • Influence of nitrogen fertilisation on carbon and nitrogen mineralisation, microbial biomass and soil respiration in grassland soils
    • Lisbon, Portugal, 30 June-3 July
    • Knoblauch, C.; Watson, C.; Becker, R.; Berendonk, C.; Wichern, F. Influence of nitrogen fertilisation on carbon and nitrogen mineralisation, microbial biomass and soil respiration in grassland soils. In Proceedings of the 18th Nitrogen Workshop, Lisbon, Portugal, 30 June-3 July 2014.
    • (2014) Proceedings of the 18th Nitrogen Workshop
    • Knoblauch, C.1    Watson, C.2    Becker, R.3    Berendonk, C.4    Wichern, F.5
  • 70
    • 9644287967 scopus 로고    scopus 로고
    • Perspectives for incorporating biomass from non-intensively managed temperate flood-meadows into farming systems
    • Donath, T.W.; Hölzel, N.; Bissels, S.; Otte, A. Perspectives for incorporating biomass from non-intensively managed temperate flood-meadows into farming systems. Agric. Ecosyst. Environ. 2004, 104, 439-451.
    • (2004) Agric. Ecosyst. Environ , vol.104 , pp. 439-451
    • Donath, T.W.1    Hölzel, N.2    Bissels, S.3    Otte, A.4


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