A new technique for extracting the red edge position from hyperspectral data: The linear extrapolation method

Remote Sensing of Environment

Volumn 101, Issue 2, 2006, Pages 181-193

  Cho, Moses Azong ^a   Skidmore, Andrew K ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Foliar nitrogen concentration; Hyperspectral data; Linear extrapolation technique; Red edge position

Indexed keywords

CHLOROPHYLL; DERIVATIVES; NITROGEN; PARAMETER ESTIMATION; REFLECTION;

FOLIAR NITROGEN CONCENTRATION; HYPERSPECTRAL DATA; LINEAR EXTRAPOLATION TECHNIQUE; RED EDGE POSITION;

EXTRAPOLATION;

REMOTE SENSING; SPECTRAL ANALYSIS; VEGETATION;

SECALE CEREALE; ZEA MAYS;

EID: 33644781472     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2005.12.011     Document Type: Article

References (44)

1. G.P. Asner Biophysical and biochemical sources of variability in canopy reflectance Remote Sensing of Environment 64 1998 234 253
2. G.V.G. Baranoski, and J.G. Rokne A practical approach for estimating the red edge position of plant leaf reflectance International Journal of Remote Sensing 26 3 2005 503 521
3. W.C. Bausch, and H.R. Duke Remote sensing of plant nitrogen status in corn Transactions-American Society of Agricultural Engineers 39 5 1996 1869 1875
4. G.A. Blackburn Quantifying chlorophylls and carotenoids at leaf and canopy scales: An evaluation of some hyperspectral approaches Remote Sensing of Environment 66 1998 273 285
5. G.F. Bonham-Carter Numerical procedures and computer program for fitting an inverted Gaussian model to vegetation reflectance data Computers and Geosciences 14 3 1988 339 356
6. F. Boochs, G. Kupfer, K. Dockter, and W. Kuhbauch Shape of the red-edge as vitality indicator for plants International Journal of Remote Sensing 11 10 1990 1741 1753
7. N.H. Broge, and E. Leblanc Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density Remote Sensing of Environment 76 2000 156 172
8. C. Buschmann, and E. Nagel In vivo spectroscopy and internal optics of leaves as basis for remote sensing of vegetation International Journal of Remote Sensing 14 4 1993 711 722
9. G.A. Carter, and A.K. Knapp Leaf optical properties of higher plants: Linking spectral characteristics to stress and chlorophyll concentration American Journal of Botany 88 4 2001 677 684
10. S.H. Chang, and W. Collins Confirmation of the airborne biogeophysical mineral exploration technique using laboratory methods Economic Geology and the Bulletin of the Society of Economic Geologists 78 1983 723 736
11. J.G.P.W. Clevers, S.M. De Jong, G.F. Epema, F. Van der Meer, W.H. Bakker, and A.K. Skidmore Derivation of the red edge index using MERIS standard band setting International Journal of Remote Sensing 23 16 2002 3169 3184
12. J.G.P.W. Clevers, L. Kooistra, and E.A.L. Salas Study of heavy metal contamination in river floodplains using the red-edge position in spectroscopic data International Journal of Remote Sensing 25 19 2004 3883 3895
13. W. Collins Remote sensing of crop type and maturity Photogrammetric Engineering and Remote Sensing 44 1978 43 55
14. W. Collins, G.L. Raines, and F.C. Canney Airborne spectroradiometer discrimination of vegetation anomalies over sulphide mineralisation-a remote sensing technique Abstract with programmes 1977, November 7-9 Geological Society of America Seattle, Washington 932 933
15. P.J. Curran, J.L. Dungan, B.A. Macler, and S.E. Plummer The effect of a red leaf pigment on the relationship between red edge and chlorophyll concentration Remote Sensing of Environment 35 1991 69 76
16. P.J. Curran, W.R. Windham, and H.L. Gholz Exploring the relationship between reflectance red edge and chlorophyll concentration in slash pine leaves Tree Physiology 15 1995 203 206
17. T.P. Dawson, and P.J. Curran A new technique for interpolating red edge position International Journal of Remote Sensing 19 11 1998 2133 2139
18. J.H. Everitt, A.J. Richardson, and H.W. Gausman Leaf reflectance- chlorophyll relations in buffelgrass Photogrammetric Engineering and Remote Sensing 51 1985 463 466
19. D.M. Gates, H.J. Keegan, J.C. Schleter, and V.R. Weidner Spectral properties of plants Applied Optics 4 1 1965 11 20
20. H.W. Gausman Reflectance of leaf components Remote Sensing of Environment 6 1977 1 9
21. P. Gong, R. Pu, and R.C. Heald Analysis of in situ hyperspectral data for nutrient estimation of giant sequoia International Journal of Remote Sensing 23 9 2002 1827 1850
22. G. Guyot, and F. Baret Utilisation de la haute résolution spectrale pour suivre l'état des couverts végétaux Proceedings of the 4th International colloquium on spectral signatures of objects in remote sensing. ESA SP-287, Assois, France 1988 279 286
23. D. Haboudane, J.R. Miller, E. Pattey, P.J. Zarco-Tejada, and I.B. Strachan Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modelling and validation in the context of precision agriculture Remote Sensing of Environment 90 2004 337 352
24. P.M. Hansen, and J.K. Schjoerring Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression Remote Sensing of Environment 86 2003 542 553
25. E.W. Hare, J.R. Miller, and G.R. Edward Studies of vegetation red reflectance edge in geobotanical remote sensing in eastern Canada Proceedings of the 9th Canadian Symposium on Remote Sensing, held at St, John's, Newfoundland, 13-17 August 1984 1984 Canadian Aeronautics and Space Institute Ottawa 433 440
26. D.N.H. Horler, J. Barber, and A.R. Barringer Effects of heavy metals on the absorbance and reflectance spectra of plants International Journal of Remote Sensing 1 1980 121
27. D.N.H. Horler, M. Dockray, and J. Barber The red edge of plant leaf reflectance International Journal of Remote Sensing 4 2 1983 273 288
28. R.E.E. Jongschaap, and R. Booij Spectral measurements at different spatial scales in potato: Relating leaf, plant and canopy nitrogen status International Journal of Applied Earth Observation and Geoinformation 5 2004 204 218
29. D.W. Lamb, M. Steyn-Ross, P. Schaare, M.M. Hanna, W. Silvester, and A. Steyn-Ross Estimating leaf nitrogen concentration in ryegrass (Lolium spp.) pasture using the chlorophyll red-edge: Theoretical modelling and experimental observations International Journal of Remote Sensing 23 18 2002 3619 3648
30. K. McGarigal, S. Cushman, and S. Stafford Multivariate statistics for wildlife and ecology research 2000 Springer New York
31. M.N. Merzlyak, A.A. Gitelson, O.B. Chivkunova, A.E. Solovchenko, and S.I. Pogosyan Application of reflectance spectroscopy for analysis of higher plant pigments Russian Journal of Plant Physiology 50 5 2003 704 710
32. J.R. Miller, E.W. Hare, and J. Wu Quantitative characterization of the red edge reflectance. An inverted-Gaussian reflectance model International Journal of Remote Sensing 11 10 1990 1755 1773
33. H.A. Mooney Photosynthesis. Plant ecology 1986 Blackwell Scientific Publication Oxford, United Kingdom 345-373 pp.
34. O. Mutanga, A. Skidmore, and S. van Wieren Discriminating tropical grass (Cenchrus ciliaris) canopies grown under different nitrogen treatments using spectroradiometry ISPRS Journal of Photogrammetry and Remote Sensing 57 2003 263 272
35. I. Novozamsky, V.J.G. Houba, R. van Eck, and W. van Vark A novel digestion technique for multi-element plant analysis Communications in Soil Science and Plant Analysis 14 1983 239 249
36. R. Pu, P. Gong, G.S. Biging, and M.R. Larrieu Extraction of red edge optical parameters from Hyperion data for estimation of forest leaf area index IEEE Transactions on Geoscience and Remote Sensing 41 4 2003 916 921
37. A. Savitzky, and M.J.E. Golay Smoothing and differentiation of data by simplified least-squares procedures Analytical Chemistry 36 8 1964 1627 1639
38. K.L. Smith, M.D. Steven, and J.J. Colls Use of hyperspectral derivative ratios in the red edge region to identify plant stress responses to gas leak Remote Sensing of Environment 92 2004 207 217
39. D.G Sullivan, J.N. Shaw, P.L. Mask, D. Rickman, J. Luvall, and J.M. Wersinger Evaluating corn nitrogen variability via remote-sensed data Communications in Soil Science and Plant Analysis 35 17-18 2004 2465 2483
40. J.R. Thomas, and G.F. Oerther Estimating nitrogen content of sweet pepper leaves by reflectance measurement Agronomy Journal 64 1972 11 13
41. C. Vaiphasa, S. Ongsomwang, T. Vaiphasa, and A.K. Skidmore Tropical mangrove species discrimination using hyperspectral data: A laboratory study Estuarine, Coastal and Shelf Science 65 2005 371 379
42. H. Wenjiang, W. Jihua, W. Zhijie, Z. Jiang, L. Liangyun, and W. Jindi Inversion of foliar biochemical parameters at various physiological stages and grain quality indicators of winter wheat with canopy reflectance International Journal of Remote Sensing 25 12 2004 2409 2419
43. B.J. Yoder, and R.E. Pettigrew-Crosby Predicting nitrogen and chlorophyll content and concentrations from reflectance spectra (400-2500 nm) at leaf and canopy scales Remote Sensing of Environment 53 1995 199 211
44. P.J. Zarco-Tejada, J.C. Pushnik, S. Dobrowski, and S.L. Ustin Steady-state chlorophyll a fluorescence detection from canopy derivative reflectance and double-peak red-edge effects Remote Sensing of Environment 84 2 2003 283 294