Prediction of water content in Ligustrum japonicum leaf using near infrared chemometric imaging

Journal of Near Infrared Spectroscopy

Volumn 17, Issue 3, 2009, Pages 151-157

  Kobori, Hikaru ^a   Tsuchikawa, Satoru ^a  

^a NAGOYA UNIVERSITY   (Japan)

Author keywords

Imaging; Leaf; Water content

Indexed keywords

EID: 69549090289     PISSN: 09670335     EISSN: None     Source Type: Journal    
DOI: 10.1255/jnirs.836     Document Type: Article

References (18)

1. R. Gucci, L. Lombardini and M. Tattini, "Analysis of leaf water relations in leaves of two olive [Olea europaea) cul- tivars differing in tolerance to salinity", Tree Physiol. 17, 13(1997).
2. P.S. Nobel and P.W. Jordan, "Transpiration stream of desert species: resistances and capacitances for a C3, a C4 and a CAM plant", J. Exp. Bot. 34, 1379 [1983], doi: 10.1093/jxb/34.10.1379
3. B.B. Singh and D.P. Gupta, "Proline accumulation and relative water content in Soya bean (G/yc/ne max] varieties under water stress", Ann. Bot. 52, 109 (1983).
4. P. Williams, S. Saranwong and S. Kawano, "Applications to agricultural and marine products", in Near-Infrared Spectroscopy in Food Science and Technology, Ed by Y. Ozaki, W.F. McClure and A.A. Christy. Wiley Interscience, New Jersey, USA, p. 165(2007].
5. S. Morimoto and W.F. McClure, "NIR technology for nondestructive analysis of agricultural products in Japan", in Useful and Advanced Information in the Field of Near Infrared Spectroscopy, Ed by S. Tsuchikawa. Research Signpost, Trivandrum, India, p. 123 (2003].
6. J U.H. Eitel, P.E. Gessler, A.M.S. Smith and R. Robberecht, "Suitability of existing and novel spectral indices to remotely detect water stress in Populus spp.", Forest Ecol. Manag 229, 170 (2006). doi: 10.1016/j.foreco 2006.03.027
7. Y. Tian, Y. Zhu and W. Cao, "Monitoring leaf photosynthesis with canopy spectral reflectance in rice", Photosynthetica 43, 481 (2005). doi: 10 1007/sl 1099-005- 0078-y
8. E.R. Hunt, B.N. Rock and P.S. Nobel, "Measurement of leaf relative water content by infrared reflectance", Remote Sens. Environ. 22, 429 (1987). doi: 10.1016/0034- 4257(87)90094-90100
9. H.D. Seelig, A. Hoehn, L.S. Stodieck, D.M. Klaus, W.W. Adams and W.J. Emery, "The assessment of leaf water content using leaf reflectance ratios in the visible, near-, and short-wave-infrared", Int. J. Remote Sens. 29, 3701 (2008). doi: 10.1080/01431160701772500 (Pubitemid 351917155)
10. K.L.A. Chan, S.V. Hammond and S.G. Kazarian, "Applications of attenuated total reflection infrared spectroscopic imaging to pharmaceutical formulations", Anal. Chem. 75, 2140 (2003). doi: 10.1021/ac026456b (Pubitemid 36542355)
11. F. Clarke, "Extracting process-related information from pharmaceutical dosage forms using near infrared microscopy", Vib. Spectrosc. 34, 25 (2004). doi: 10.1016/j.vibspec.2003.08.005
12. C CD. Lelong, P.C. Pinet and H. Poilve, "Hyperspectral imaging and stress mapping in agriculture: A case study on wheat in Beauce (France)", Remote Sens. Environ. 66, 179 (1998). doi: 10.1016/S0034-4257(98)00049-2
13. P.J. Zarco-Tejada, J.R. Miller, G.H. Mohammed, T.L. Noland and P.H. Sampson, "Vegetation stress detection through chlorophyll a+b estimation and fluorescence effects on hyperspectral imagery", J. Environ. Qual. 31, 1433 (2002).
14. G. Sepulcre-Canto, P.J. Zarco-Tejada, J C. Jimenez- Munoz, J.A. Sobrino, E. de Miguel and F.J. Villalobos, "Detection of water stress in an olive orchard with thermal remote sensing imagery", Agric. Forest Meteorol. 136, 31 I2006]. doi: 10.1016/j.agrformet.2006.01.008
15. J.C. Naumann, J.E. Anderson and D.R. Young, "Linking physiological responses, chlorophyll fluorescence and hyperspectral imagery to detect salinity stress using the physiological reflectance index in the coastal shrub, Myrica cerifera", Remote Sens. Environ. 112, 3865 (2008). doi: 10.1016/j.rse.2008.06.004
16. H. Kobori, H. Yonenobu, J. Noma and S. Tsuchikawa, "Discriminant analyzing system for wood wastes using a visible-near-infrared chemometric imaging technique", Appl. Spectrosc. 62, 854 (2008).
17. P.J. Curran, J.L. Dungan, B.A. Macler, S.E. Plummer and D.L. Peterson, "Reflectance spectroscopy of fresh whole leaves for the estimation of chemical concentration", Remote Sens. Environ. 39, 153 (1992). doi: 10.1016/0034-4257(92)90133-90135
18. P. Williams, Near-Infrared Technology-Getting The Best Out Of Light. A Short Course In The Practical Implementation Of Near-Infrared Spectroscopy For The User, Edn 5.3, March 2008. PDK Projects, Inc. Nanaimo, Canada (2008).