Crop/weed discrimination using near-infrared reflectance spectroscopy (NIRS)

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6047 II, Issue , 2006, Pages

  Zhang, Yun ^a   He, Yong ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Near infrared reflectance spectra; Partial least squares; Plant recognition; Site specific weed management

Indexed keywords

NEAR-INFRARED REFLECTANCE SPECTRA; PARTIAL LEAST SQUARES; PLANT RECOGNITION; SITE-SPECIFIC WEED MANAGEMENT;

CROPS; HERBICIDES; LEAST SQUARES APPROXIMATIONS; PLANTS (BOTANY); PRINCIPAL COMPONENT ANALYSIS; WEED CONTROL;

INFRARED SPECTROSCOPY;

FARM CROPS; HERBICIDES; INFRARED SPECTROSCOPY; PLANTS; WEED CONTROL;

EID: 33749660146     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.710957     Document Type: Conference Paper

References (14)

1. China Agricultural Yearbook Comm., China agricultural yearbook, China Agriculture Press, Beijing, 2003.
2. D.W. Lamb, R.B. Brown, "Remote-sensing and mapping of weeds in crops, a review", J. Agric. Eng. Research, 2001, 78(2), 117-125.
3. S. Christensen, T. Heisel, A.M. Walter, E. Graglia, "A decision algorithm for patch spraying", Weed Research, 2003, 43, 276-284.
4. C.H. Koger, L.M. Bruce, D.R. Shaw, K.N. Reddy, "Wavelet analysis of hyperspectral reflectance data for detecting pitted morningglory (Ipomoea lacunosa) in soybean (Glycine max)", Remote Sensing of Environ., 2003, 86(1), 108-119.
5. R.B. Brown, J.P. Steckler., "Prescription maps for spatially variable herbicide application in no-till corn", Transactions of the ASAE, 1995, 38, 1659-1666.
6. D.C. Slaughter, W.T. Lanini, D.K. Giles, "Discriminating weeds from processing tomato using visible and nearinfrared spectroscopy", Transactions of the ASAE, 2004, 47(6), 1907-1911.
7. R. Zwiggelaar, "A review of spectral properties of plants and their potential use for crop/weed discrimination in row-crops", Crop Protection, 1998, 17(3), 189-206.
8. A.M. Smith, R.E. Blackshaw, "Weed-crop discrimination using remote sensing: A detached leaf experiment", Weed Technology, 2003, 17(4), 811-820.
9. C. Daughtry, L. Biehl, "Changes in spectral properties of detached birch leaves", Remote Sensing of Environ., 1985, 17, 281-289.
10. M. Blanco, J. Coello, H. Iturriaga, S. Maspoch, J. Pagès, "NIR calibration in non-linear systems: different PLS approaches and artificial neural networks", Chemometrics and Intelligent Laboratory Systems, 2000, 50(1), 75-82.
11. The Unscrambler Manual, The Unscrambler 7.8 for windows. User manual, Camo, Norway, 1998.
12. Z. Schmilovitch, A. Mizrach, A. Hoffman, H. Egozi, Y. Fuchs, "Determination of mango physiological indices by near-infrared spectrometry", Postharvest Biology and Technology, 2000, 19(3), 245-252.
13. H. Martens, T. Naes, Multivariate calibration, Wiley, New York, 1989.
14. T. Naes, T. Isaksson, T. Fearn, A.M. Davies, A user-friendly guide to multivariate calibration and classification, NIR Publications, UK, 2002.