Near‐field fluorescence measurements for nutrient deficiencies detection on potatoes (Solanum tuberosum L.): effects of the angle of view

References

• Adams , M. , Norvell , W. , Peverly , J. and Philpot , W. 1993 . Fluorescence and reflectance characteristics of manganese deficient soybean leaves. Effects of leaf age and choice of leaflet. . Plant Soil , 156 : 235 – 238 .
   Google Scholar
• Apostol , S. , Viau , A. A. , Tremblay , N. , Briantais , J.‐M. , Prasher , S. , Parent , L.‐E. and Moya , I. 2003 . Laser induced fluorescence signatures as a tool for remote monitoring of water and nitrogen stresses in plants. . Canadian Journal of Remote Sensing , 29 : 57 – 65 .
   Web of Science ®Google Scholar
• Bélanger , M.‐C. , Viau , A. A. , Samson , G. and Chamberland , M. 2005 . “ Near‐field reflectance and fluorescence measurements for nutrient deficiency detections in potato crop (Solanum tuberosum, L.). ” . In 7th International Conference on Precision Agriculture and Other Resources Management , Minneapolis, MN : ASA‐CSSA‐SSSA . July 24–28, 2004, ASA‐CSSA‐SSSA (Ed.)
   Google Scholar
• Belzile , C. , Bélanger , M.‐C. , Viau , A. A. , Chamberland , M. and Roy , S. 2003 . “ An operational system for crop assessment. ” . In Proceedings of Photonic East Conference: Monitoring Food Safety, Agriculture, and Plant Health , Edited by: Bennedsen , B. S . 244 – 252 . Providence, RI : SPIE . Vol. 5271,
   Google Scholar
• Biger , W. , Veit , M. , Schreiber , L. and Schreiber , U. 1997 . Measurement of leaf epidermal transmittance of UV radiation by chlorophyll fluorescence. . Physiologia plantarum , 101 : 754 – 763 .
   Google Scholar
• Blackburn , G. A. and Pitman , J. I. 1999 . Biophysical controls on the directional spectral reflectance properties of bracken (Pteridium aquilinum) canopies: Results of a field experiment. . International Journal of Remote Sensing , 20 : 2265 – 2282 .
   Web of Science ®Google Scholar
• Carthelat , A. , Cerovic , Z. G. , Goulas , Y. , Meyer , S. , Lelarge , C. , Prioul , J.‐L. , Barbottin , A. , Jeuffroy , M.‐H. , Gate , P. , Agati , G. and Moya , I. 2005 . Optically assessed contents of leaf polyphenolics and chlorophyll as indicators of nitrogen deficiency in wheat (Triticum aestivum L.). . Field Crops Research , 91 : 35 – 49 .
   Google Scholar
• Cecchi , G. , Mazzinghi , P. , Pantani , L. , Valentini , R. , Tirelli , D. and De Angelis , P. 1994 . Remote sensing of chlorophyll a fluorescence of vegetation canopies: 1. Near and far field measurements techniques. . Remote Sensing of Environment , 47 : 18 – 28 .
   Google Scholar
• Cerovic , Z. G. , Samson , G. , Morales , F. , Tremblay , N. and Moya , I. 1999 . Ultraviolet‐induced fluorescence for plant monitoring: Present state and prospects. . Agronomie , 19 : 543 – 578 .
   Google Scholar
• Chappelle , E. W. , Wood , F. M. , McMurtry III , J. E. and Newcomb , W. W. 1984a . Laser‐induced fluorescence of green plants. 1: A technique for the remote detection of plant stress and species differentiation. . Applied Optics , 23 : 134 – 138 .
   PubMed Web of Science ®Google Scholar
• Chappelle , E. W. , McMurtry III , J. E. , Wood , F. M. J. and Newcomb , W. W. 1984b . Laser‐induced fluorescence of green plants. 2: LIF caused by nutrient deficiencies in corn. . Applied Optics , 23 : 139 – 142 .
   PubMed Web of Science ®Google Scholar
• Codrea , C. , Aittokallio , T. , Keranen , M. , Tyystjarvi , E. and Nevalainen , O. 2003 . Feature learning with a genetic algorithm for fluorescence fingerprinting of plant species. . Pattern Recognition Letters , 24 : 2663 – 2673 .
   Google Scholar
• Corp , L. A. , McMurthey III , J. E. , Middleton , E. M. , Mulchi , C. L. , Chappelle , E. W. and Daughtry , C. S. T. 2003 . Fluorescence sensing systems: In‐vivo detection of biophysical variations in field corn due to nitrogen supply. . Remote Sensing of Environment , 86 : 470 – 479 .
   Web of Science ®Google Scholar
• Duggin , J. J. , Piwinski , D. , Whitehead , V. and Ryland , G. 1982 . Evaluation of NOAA‐AVHRR data for crop assessment. . Applied Optics , 21 : 1873 – 1875 .
   PubMedGoogle Scholar
• Ferguson , D. L. and Burke , J. J. 1991 . Influence of water and temperature stress on the temperature dependence of the reappearance of variable fluorescence following illumination. . Plant Physiology , 97 : 188 – 192 .
   PubMedGoogle Scholar
• Flexas , J. , Briantais , J.‐M. , Cerovic , Z. G. , Medrano , H. and Moya , I. 2000 . Steady‐state and maximum chlorophyll fluorescence responses to water stress in grapevine leaves: A new remote sensing system. . Remote Sensing of Environment , 73 : 283 – 297 .
   Web of Science ®Google Scholar
• Freedman , A. , Cavender‐Bares , J. , Kebabian , P. L. , Bahaskar , R. , Scott , H. and Bazzaa , F. A. 2002 . Remote‐sensing of solar‐excited plant fluorescence as a measure of photosynthetic rate. . Photosynthetica , 40 : 127 – 132 .
   Web of Science ®Google Scholar
• Gamon , J. A. , Serrano , L. and Surfus , J. S. 1997 . The photochemical reflectance index: an optical indicator of photosynthetic radiation use efficiency across species, functional types, and nutrient levels. . Oecologia , 112 : 492 – 501 .
   PubMed Web of Science ®Google Scholar
• Gitelson , A. , Buschmann , C. and Lichtenhaler , H. 1999 . The chlorophyll fluorescence ratio F‐735/F‐700 as an accurate measure of the chlorophyll content in plants. . Remote Sensing of Environment , 69 : 296 – 302 .
   Web of Science ®Google Scholar
• Haboudane , D. , Miller , J. R. , Tremblay , N. , Zarco‐Tejada , P. J. and Dextrase , L. 2002 . Integrated narrow‐band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture. . Remote Sensing of Environment , 81 : 416 – 426 .
   Web of Science ®Google Scholar
• Heisel , F. , Sowinska , M. , Miehé , J. A. , Lang , M. and Lichtenthaler , H. K. 1996 . Detection of nutrient deficiencies of maize by laser induced fluorescence imaging. . Journal of Plant Physiology , 148 : 622 – 631 .
   Web of Science ®Google Scholar
• Lambers , H. , Chapin III , F. S. and Pons , T. L. 1998 . Plant Physiological Ecology , New York, NY : Springer‐Verlag . 1st edition
   Google Scholar
• Lang , M. , Lichtenthaler , H. K. , Sowinske , M. , Heisel , F. and Miehé , J. A. 1996 . Fluorescence imaging of water and temperature stress in plant leaves. . Journal of Plant Physiology , 148 : 613 – 621 .
   Web of Science ®Google Scholar
• Langsdorf , G. , Buschmann , C. , Sowinska , M. , Babani , F. , Mokry , M. , Timmermann , F. and Lichtenthaler , H. K. 2000 . Multicolour fluorescence imaging of sugar beet leaves with different nitrogen status by flash lamp UV‐excitation. . Photosynthetica , 38 : 539 – 551 .
   Web of Science ®Google Scholar
• Lichtenthaler , H. K. 1990 . “ Applications of chlorophyll fluorescence in stress physiology and remote sensing. ” . In Applications of Remote Sensing in Agriculture , Edited by: Clark , J. A and Stevens , M. D . 287 – 305 . London, Boston : Butterworths Publisher .
   Google Scholar
• Lichtenthaler , H. K. , Lang , M. , Sowinska , M. , Heisel , F. and Miehé , J. A. 1996 . Detection of vegetation stress via a new high resolution fluorescence imaging system. . Journal of Plant Physiology , 148 : 599 – 612 .
   Web of Science ®Google Scholar
• McMurthey III , J. E. , Chappelle , E. W. , Kim , M. S. , Meisinger , J. J. and Corp , L. A. 1994 . Distinguishing nitrogen fertilization levels in field corn (Zea mays L.) with actively induced fluorescence and passive reflectance measurements. . Remote Sensing of Environment , 47 : 36 – 44 .
   Google Scholar
• Mercure , S.‐A. , Daoust , B. and Samson , G. 2004 . Causal relationship between growth inhibition, accumulation of phenolic metabolites, and changes of UV‐induced fluorescence in nitrogen‐deficient barley plants. . Canadian Journal of Botany , 82 : 815 – 821 .
   Google Scholar
• Méthy , M. , Olioso , A. and Trabaud , L. 1994 . Chlorophyll fluorescence as a tool for management of plant ressources. . Remote Sensing of Environment , 47 : 2 – 9 .
   Web of Science ®Google Scholar
• Meyer , S. , Cartelat , A. , Moya , I. and Cerovic , Z. G. 2003 . UV‐induced blue‐green and far‐red fluorescence along wheat leaves: A potential signature of leaf ageing. . Journal of Experimental Botany , 54 : 757 – 769 .
   PubMed Web of Science ®Google Scholar
• Norikane , J. H. and Kurata , K. 1999 . “ Fluorescence monitoring using the relative referencing method on a free‐standing tomato plant. ” . In 1999 ASAE Annual International Meeting , Toronto, Ontario, Canada : ASAE . Volume paper no. 993206, American Society of Agricultural Engineers (Ed.)
   Google Scholar
• Norikane , J. H. and Kurata , K. 2001 . Water stress detection by monitoring fluorescence of plants under ambient light. . Transactions of the ASAE , 44 : 1915 – 1922 .
   Google Scholar
• Radtke , W. and Rieckmann , W. 1991 . Maladies et Ravageurs de la Pomme de Terre, , 1 , Gelsenkirchen‐Buer : Verlag Th. Mann .
   Google Scholar
• Rosema , A. , Cecchi , G. , Pantani , L. , Radicatti , B. , Romuli , M. , Mazzinghi , P. , Van Kooten , O. and Kliffen , C. 1992 . Monitoring photosynthetic activity and ozone stress by laser‐induced fluorescence in trees. . International Journal of Remote Sensing , 13 : 737 – 751 .
   Web of Science ®Google Scholar
• SAS Institute. 1999. SAS/STAT User's Guide. Available online at: http://www.okstate.edu/sas/v8/sashtml/stat/index.htm (accessed 30 September 2005)
   Google Scholar
• Schweiger , J. , Lang , M. and Lichtenthaler , H. K. 1996 . Differences in fluorescence excitation spectra of leaves between stressed and non‐stressed plants. . Journal of Plant Physiology , 148 : 536 – 547 .
   Web of Science ®Google Scholar
• Sit V. 1995. Analyzing ANOVA Designs—Biometrics Information Handbook No.5, Paper 07/1995. British Columbia Ministry of Forests, Victoria, B.C. Available online at: http://www.for.gov.bc.ca/hfd/pubs/docs/wp/wp07.pdf (accessed 4 April 2006)
   Google Scholar
• Sowinska , M. , Cunin , B. , Deruyver , A. , Heisel , F. , Miehé , J. A. , Langsdorf , G. and Lichtenthaler , H. K. 1999 . “ Near‐field measurements of vegetation by laser‐induced fluorescence imaging. ” . In EUROPTO Conference on Remote Sensing for Earth Science Applications , Florence, Italy : SPIE . Volume 3868, The International Society for Optical Engineering (Ed.)
   Google Scholar
• Subbash , N. and Mohanan , C. N. 1994 . Laser‐induced red chlorophyll fluorescence signatures as nutrient stress indicator in rice plants. . Remote Sensing of Environment , 47 : 45 – 50 .
   Google Scholar
• Tartachnyk , I. and Rademacher , I. 2003 . Estimation of nitrogen deficiency of sugar beet and wheat using parameters of laser induced and pulse amplitude modulated chlorophyll fluorescence. . Journal of Applied Botany , 77 : 61 – 67 .
   Google Scholar
• Tukaki , J. L. and Mahler , R. L. 1990 . Evaluation of nutrient solution phosphorus concentration on potato plantlet tuber production under greenhouse conditions. . Journal of Plant Nutrition , 13 : 149 – 168 .
   Web of Science ®Google Scholar
• UCLA. 2004. How do I handle interactions of continuous and categoriacl variables? Available online by UCLA Academic Technology Services at: http://www.ats.ucla.edu/stat/sas/library/hetreg.htm (accessed 30 November 2004)
   Google Scholar
• Ulrich , A. 1993 . “ Potato. ” . In Nutrient Deficiencies and Toxicities in Crop Plants , Edited by: Benneth William , F . 149 – 156 . St. Paul, Minnesota : APS Press .
   Google Scholar
• Vouillot , M. , Huet , P. and Boissard , P. 1998 . Early detection of N deficiency in a wheat crop using physiological and radiometric methods. . Agronomie , 18 : 117 – 130 .
   Google Scholar
• Walter‐Shea , E. A. , Norman , J. M. and Blad , B. L. 1989 . Leaf bidirectional reflectance and transmittance in corn and soybean. . Remote Sensing of Environment , 29 : 161 – 174 .
   Web of Science ®Google Scholar
• Zhao , D. , Reddy , K. R. , Kakani , V. G. , Read , J. J. and Carter , G. A. 2003 . Corn (Zea mays L.) growth, leaf pigment concentration, photosynthesis and leaf hyperspectral reflectance properties as affected by nitrogen supply. . Plant and Soil , 257 : 205 – 217 .
   Web of Science ®Google Scholar