Detection of mosaic virus disease in cassava plants by sunlight-induced fluorescence imaging: a pilot study for proximal sensing

References

• Agati, G., P. Mazzinghi, F. Fusi, and I. Ambrosini. 1995. “The F685/F730 Chlorophyll Fluorescence Ratio as a Tool in Plant Physiology: Response to Physiological and Environmental Factors.” Journal of Plant Physiology 145: 228–238. doi:10.1016/S0176-1617(11)81882-1.
   PubMed Web of Science ®Google Scholar
• Arnon, D. I. 1949. “Copper Enzymes in Isolated Chloroplasts Polyphenoloxidase in Beta Vulgaris.” Plant Physiology 24: 1–15. doi:10.1104/pp.24.1.1.
   PubMed Web of Science ®Google Scholar
• Ayanru, D. K. G., and V. C. Sharma. 1982. “Effects of Cassava Mosaic Disease on Certain Leaf Parameters of Field-grown Cassava Clones.” Phytopathology 72: 1057–1059.
   Web of Science ®Google Scholar
• Buschmann, C., G. Langsdorf, and H. K. Lichtenthaler. 2000. “Imaging of the Blue, Green, and Red Fluorescence Emission of Plants: An Overview.” Photosynthetica 38: 483–491. doi:10.1023/A:1012440903014.
   Web of Science ®Google Scholar
• Buschmann, C., and H. K. Lichtenthaler. 1998. “Principles and Characteristics of Multi-Colour Fluorescence Imaging of Plants.” Journal of Plant Physiology 152: 297–314. doi:10.1016/S0176-1617(98)80144-2.
   Web of Science ®Google Scholar
• Carter, G. A., and R. L. Miller. 1994. “Early Detection of Plant Stress by Digital Imaging within Narrow Stress-Sensitive Wavebands.” Remote Sensing of Environment 50: 295–302. doi:10.1016/0034-4257(94)90079-5.
   Web of Science ®Google Scholar
• Carter, G. A., R. J. Mitchell, A. H. Chappelka, and C. H. Brewer. 1992. “Response of Leaf Spectral Reflectance in Loblolly Pine to Increased Atmospheric Ozone and Precipitation Acidity.” Journal of Experimental Botany 43: 577–584. doi:10.1093/jxb/43.4.577.
   Web of Science ®Google Scholar
• Chaerle, L., and D. van der Straeten. 2001. “Seeing Is Believing: Imaging Techniques to Monitor Plant Health.” BiochimicaetBiophysicaActa 1519: 153–166.
   PubMed Web of Science ®Google Scholar
• Chaerlea, L., S. Lenk, D. Hagenbeeka, C. Buschmann, and D. van der Straeten. 2007. “Multicolor Fluorescence Imaging for Early Detection of the Hypersensitive Reaction to Tobacco Mosaic Virus.” Journal of Plant Physiology 164: 253–262. doi:10.1016/j.jplph.2006.01.011.
   PubMed Web of Science ®Google Scholar
• Deery, D., J. Jimenez-Berni, H. Jones, X. Sirault, and R. Furbank. 2014. “Proximal Remote Sensing Buggies and Potential Applications for Field Based Phenotyping.” Agronomy 4: 349–379. doi:10.3390/agronomy4030349.
   Google Scholar
• Esau, K. 1956. “An Anatomical View of Virus Disease.” American Journal of Botany 43: 739–748.
   Web of Science ®Google Scholar
• Fang, Z., J. Bouwkamp, and T. Solomos. 1998. “Chlorophyllase Activities and Chlorophyll Degradation during Leaf Senescence in Non-Yellowing Mutant and Wild Type of Phaseolus Vulgaris L.” Journal of Experimental Botany 49: 503–510.
   Web of Science ®Google Scholar
• Freedman, A., J. Cavender-Bares, P. L. Kebabian, R. Bhaskar, H. Scott, and F. A. Bazzaz. 2002. “Remote Sensing of Solar Excited Plant Fluorescence as a Measure of Photosynthetic Rate.” Photosynthetica 40 (1): 127–132. doi:10.1023/A:1020131332107.
   Web of Science ®Google Scholar
• Gitelson, A. A., C. Buschmann, and H. K. Lichtenthaler. 1999. “The Chlorophyll Fluorescence Ratio F735/F700 as an Accurate Measure of the Chlorophyll Content in Plants.” Remote Sensing of Environment 69: 296–302. doi:10.1016/S0034-4257(99)00023-1.
   Web of Science ®Google Scholar
• Govindjee. 1995. “Sixty Three Years since Kautsky: Chlorophyll a Fluorescence.” Australian Journal of Plant Physiology 22: 131–160.
   Google Scholar
• Ibaraki, Y., K. Matsumura, and S. Gupta. 2010. “Low-Cost Photochemical Reflectance Index Measurements of Micropropagated Plantlets Using Image Analysis.” Computers and Electronics in Agriculture 71: 170–175. doi:10.1016/j.compag.2010.01.004.
   Web of Science ®Google Scholar
• Kebabian, P., A. Theisen, S. Kallelis, and A. Freedman. 1999. “A Passive Two-Band Sensor of Sunlight-Excited Plant Fluorescence.” Review of Scientific Instruments 70: 4386–4393.
   Web of Science ®Google Scholar
• Lichtenthaler, H. K. 1987. “Chlorophyll Fluorescence Signatures of Leaves during the Autumnal Chlorophyll Breakdown.” Journal of Plant Physiology 131: 101–110. doi:10.1016/S0176-1617(87)80271-7.
   Web of Science ®Google Scholar
• Lichtenthaler, H. K., and U. Rinderle. 1988. “The Role of Chlorophyll Fluorescence in the Detection of Stress Conditions in Plants.” CRC Critical Reviews in Analytical Chemistry 19 (Suppl. 1): S29–85. doi:10.1080/15476510.1988.10401466.
   Web of Science ®Google Scholar
• Mazzoni, M., P. Falorni, and S. DelBianco. 2008. “Sun-Induced Leaf Fluorescence Retrieval in the O2-B Atmospheric Absorption Band.” Optical Express 16: 7014–7022.
   PubMed Web of Science ®Google Scholar
• Palta, J. 1990. “Leaf Chlorophyll Content. Instrumentation for Studying Vegetation Canopies for Remote Sensing in Optical and Thermal Infrared Regions.” Remote Sensing Reviews 5 (1): 207–213. doi:10.1080/02757259009532129.
   Google Scholar
• Plascyk, J. A. 1975. “The MKII Fraunhofer Line Discriminator (FLD-II) for Airborne and Orbital Remote Sensing of Solar-Stimulated Luminescence.” Optical Engineering 14 (4): 339–346.
   Web of Science ®Google Scholar
• Plascyk, J. A., and F. C. Gabriel. 1975. “The Fraunhofer Line Discriminator Mkii-An Airborne Instrument for Precise and Standardized Ecological Luminescence Measurement.” IEEE Transactions on Instrumentation and Measurement 24: 306–313. doi:10.1109/TIM.1975.4314448.
   Web of Science ®Google Scholar
• Raji, S. N., N. Subhash, V. Ravi, T. Makeshkumar, C. N. Mohanan, S. Nita, U. Renju, and R. Saravanan. 2013. “Sunlight Induced Fluorescence Imaging as an Effective Technique for Monitoring Biotic and Abiotic Stress in Cassava.” In Proceedings of International Conference on Tropical Roots and Tubers for Sustainable Livelihood under Changing Agro Climate, Thiruvananthapuram, July 9–12, 209–210.
   Google Scholar
• Rascher, U., G. Agati, L. Alonso, G. Cecchi, S. Champagne, R. Colombo, A. Damm, Daumard, F., de Miguel, E., Fernandez, G., Franch, B., Franke, J., Gerbig, C., Gioli, B., Gómez, J. A., Goulas, Y., Guanter, L., Gutiérrez-de-la-Cámara, Ó., Hamdi, K., Hostert, P., Jiménez, M., Kosvancova, M., Lognoli, D., Meroni, M., Miglietta, F., Moersch, A., Moreno, J., Moya, I., Neininger, B., Okujeni, A., Ounis, A., Palombi, L., Raimondi, V., Schickling, A., Sobrino, J. A., Stellmes, M., Toci, G., Toscano, P., Udelhoven, T., van der Linden, S., and Zaldei, A. 2009. “CEFLES2: The Remote Sensing Component to Quantify Photosynthetic Efficiency from the Leaf to the Region by Measuring Sun-Induced Fluorescence in the Oxygen Absorption Bands.” Biogeosciences 6: 1181–1198. doi:10.5194/bg-6-1181-2009.
   Web of Science ®Google Scholar
• Rinderle, U., and H. K. Lichtenthaler. 1988. “The Chlorophyll Fluorescence Ratio F690/F735 as a Possible Stress Indicator.” In Applications of Chlorophyll Fluorescence, edited by H. K. Lichtenthaler, 189–196. Dordrecht: Kluwer Academic Publishers.
   Google Scholar
• Saito, Y., K. Kurihara, H. Takahashi, F. Kobayashi, T. Kawahara, A. Nomura, and S. Takeda. 2002. “Remote Estimation of the Chlorophyll Concentration of Living Trees Using Laser-Induced Fluorescence Imaging Lidar.” Optical Review 9: 37–39. doi:10.1007/s10043-002-0037-9.
   Web of Science ®Google Scholar
• Saito, Y., and T. Suzuki. 2003. “Image Detection of Solar-induced Plant Fluorescence.” Proceedings of Geoscience and Remote Sensing Symposium- IEEE 1: 607–609.
   Google Scholar
• Subhash, N., and C. N. Mohanan. 1994. “Laser-Induced Red Chlorophyll Fluorescence Signatures as Nutrient Stress Indicator in Rice Plants.” Remote Sensing of Environment. 47: 45–50. doi:10.1016/0034-4257(94)90126-0.
   Web of Science ®Google Scholar
• Subhash, N., C. N. Mohanan, R. J. Mallia, and V. Muralidharan. 2004. “Quantification of Stress Adaptation by Laser-Induced Fluorescence Spectroscopy of Plants Exposed to Engine Exhaust Emission and Drought.” Functional Plant Biology 31: 709–719.
   PubMed Web of Science ®Google Scholar
• Tanaka, H., Y. Saito, T. Kanayama, F. Kobayashi, and K. Kobayashi. 2009. “Imaging System of Solar-Induced Plant Fluorescence for Monitoring of Plant Living Status.” Proceedings of Geoscience and Remote Sensing Symposium- IEEE 3: 577–580.
   Google Scholar
• Terry, E. R. 1975. “Description and Evaluation of Cassava Mosaic Disease in Africa.” Proceedings of Interdisciplinary Workshop Held at IITA, Ibadan, Nigeria 75: 53–54.
   Google Scholar
• Thresh, J. M., D. Fargette, and G. W. Otim Nape. 1994. “Effects of African Cassava Mosaic Gemini Virus on the Yield of Cassava.” Tropical Science 34: 26–42.
   Google Scholar
• Tu, J. C., R. E. Ford, and C. J. Krass. 1968. “Comparison of Chloroplasts and Photosynthetic Rates of Plants Infected and Not Infected by Maize Dwarf Mosaic Virus.” Phytopathology 58: 285–288.
   Web of Science ®Google Scholar