Meta-analysis assessing potential of steady-state chlorophyll fluorescence for remote sensing detection of plant water, temperature and nitrogen stress

Remote Sensing of Environment

Volumn 168, Issue , 2015, Pages 420-436

  Ač, Alexander ^a   Malenovský, Zbyněk ^b,c   Olejníčková, Julie ^a   Gallé, Alexander ^d,e   Rascher, Uwe ^e   Mohammed, Gina ^f  

^a INSTITUTE OF MATHEMATICS   (Czech Republic)

^b UNIVERSITY OF WOLLONGONG   (Australia)

^c UNIVERSITY OF TASMANIA   (Australia)

^d Bayer Cropscience Belgium   (Belgium)

^e FORSCHUNGSZENTRUM JÜLICH   (Germany)

^f P and M Technologies   (Canada)

Author keywords

Active laser induced fluorescence; FLEX satellite mission; Nitrogen; Passive sun induced fluorescence; Photosynthesis; Random effects meta analysis; Steady state chlorophyll fluorescence; Stress; Temperature; Water

Indexed keywords

CHLOROPHYLL; FLUORESCENCE; NITROGEN; PHOTOSYNTHESIS; RANDOM PROCESSES; REMOTE SENSING; STRESSES; TEMPERATURE; WATER;

CHLOROPHYLL FLUORESCENCE; LASER INDUCED FLUORESCENCE; MEASUREMENT TECHNIQUES; META ANALYSIS; PHOTOSYNTHETIC ACTIVITY; SATELLITE MISSION; STEADY-STATE CONDITION; TERRESTRIAL VEGETATION;

PLANTS (BOTANY);

AIRBORNE SENSING; CHLOROPHYLL; ECOPHYSIOLOGY; HEAT TRANSFER; LIGHT EFFECT; META-ANALYSIS; NITROGEN; PHOTOSYNTHESIS; PLANT WATER RELATIONS; WATER STRESS; WAVELENGTH;

EID: 84939537865     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.07.022     Document Type: Review

References (120)

1. Adams W.W., Demmig-Adams B. Carotenoid composition and down-regulation of photosystem-II in 3 conifer species during the winter. Physiologia Plantarum 1994, 92:451-458.
2. Agati G. Response of the in vivo chlorophyll fluorescence spectrum to environmental factors and laser excitation wavelength. Pure and Applied Optics 1998, 7:797-807.
3. Agati G., Cerovic Z.G., Moya I. The effect of decreasing temperature up to chilling values on the in vivo F685/F735 chlorophyll fluorescence ratio in Phaseolus vulgaris and Pisum sativum: The role of the photosystem I contribution to the 735nm fluorescence band. Photochemistry and Photobiology 2000, 72:75-84.
4. Agati G., Foschi L., Grossi N., Guglielminetti L., Cerovic Z.G., Volterrani M. Fluorescence-based versus reflectance proximal sensing of nitrogen content in Paspalum vaginatum and Zoysia matrella turfgrasses. European Journal of Agronomy 2013, 45:39-51.
5. Agati G., Mazzinghi P., diPaola M.L., Fusi F., Cecchi G. The F685/F730 chlorophyll fluorescence ratio as indicator of chilling stress in plants. Journal of Plant Physiology 1996, 148:384-390.
6. Agati G., Mazzinghi P., Fusi F., Ambrosini I. The F685/F730 chlorophyll fluorescence ration as a tool in plant physiology - Response to physiological and environmental factors. Journal of Plant Physiology 1995, 145:228-238.
7. Amoros-Lopez J., Gomez-Chova L., Vila-Frances J., Calpe J., Alonso L., Moreno J., et al. Study of the diurnal cycle of stressed vegetation for the improvement of fluorescence remote sensing. Remote Sensing for Agriculture, Ecosystems, and Hydrology 2006, VIII:U158-U168.
8. Apostol S., Viau A.A., Tremblay N. A comparison of multiwavelength laser-induced fluorescence parameters for the remote sensing of nitrogen stress in field-cultivated corn. Canadian Journal of Remote Sensing 2007, 33:150-161.
9. Apostol S., Viau A.A., Tremblay N., Briantais J.M., Prasher S., Parent L.E., et al. Laser-induced fluorescence signatures as a tool for remote monitoring of water and nitrogen stresses in plants. Canadian Journal of Remote Sensing 2003, 29:57-65.
10. Araus J.L., Sánchez C., Cabrera-Bosquet L. Is heterosis in maize mediated through better water use?. New Phytologist 2010, 187:392-406.
11. Balota M., Sowinska M., Buschmann C., Lichtenthaler H.K., Heisel F., Babani F. Fluorescence techniques as suitable methods to discriminate wheat genotypes under drought and high-temperature conditions. Proc. SPIE 3707, Laser Radar TechnoIoy and Applications 1999, IV:103-113. SPIE -The International Society for Optical Engineering, Orlando, Florida.
12. Borenstein M., Hedges L.V., Higgins J.P.T., Rothstein H.R. Introduction to meta-analysis 2005, John Wiley & Sons Ltd.
13. Boussadia O., Steppe K., Zgallai H., Ben El Hadj S., Braham M., Lemeur R., et al. Effects of nitrogen deficiency on leaf photosynthesis, carbohydrate status and biomass production in two olive cultivars 'Meski' and 'Koroneiki'. Scientia Horticulturae 2010, 123:336-342.
14. Bürling K., Cerovic Z.G., Cornic G., Ducruet J.-M., Noga G., Hunsche M. Fluorescence-based sensing of drought-induced stress in the vegetative phase of four contrasting wheat genotypes. Environmental and Experimental Botany 2013, 81:51-59.
15. Bürling K., Hunsche M., Noga G. Use of blue-green and chlorophyll fluorescence measurements for differentiation between nitrogen deficiency and pathogen infection in winter wheat. Journal of Plant Physiology 2011, 168:1641-1648.
16. Buschmann C., Schweiger J., Lichtenthaler H.K., Richter P. Application of the Karlsruhe CCD-OMA LIDAR-fluorosensor in stress detection of plants. Journal of Plant Physiology 1996, 148:548-554.
17. Campbell P.K.E., Middleton E.M., Corp L.A., Kim M.S. Contribution of chlorophyll fluorescence to the apparent vegetation reflectance. Science of the Total Environment 2008, 404:433-439.
18. Campbell P.K.E., Middleton B.E., Corp L., van der Tol C., Huemmrich F. Diurnal dynamics and phenological changes in vegetation fluorescence, reflectance, and temperature indicative of vegetation photosynthetic properties and function. 5th International Workshop on Remote Sensing of Vegetation Fluorescence 2014, (22-24 April, Paris, France).
19. Campbell P.K.E., Middleton E.M., McMurtrey J.E., Corp L.A., Chappelle E.W. Assessment of vegetation stress using reflectance or fluorescence measurements. Journal of Environmental Quality 2007, 36:832-845.
20. Cendrero-Mateo P.M. Chlorophyll fluorescence response to water and nitrogen deficit 2013, (Dissertation), University of Arizona, (125pp.).
21. Cerovic Z.G., Goulas Y., Gorbunov M., Briantais J.M., Camenen L., Moya I. Fluorosensing of water stress in plants: Diurnal changes of the mean lifetime and yield of chlorophyll fluorescence, measured simultaneously and at distance with a tau-LIDAR and a modified PAM-fluorimeter, in maize, sugar beet, and Kalanchoe. Remote Sensing of Environment 1996, 58:311-321.
22. Chapin F.S. Integrated responses of plants to stress. Bioscience 1991, 41:29-36.
23. Chappelle E.W., Corp L.A., McMurtrey J.E., Kim M.S., Daughtry C.S.T. Fluorescence: A diagnostic tool for the detection of stress in plants. Remote sensing of vegetation and sea 1997, 14-23. Spie - Int Soc Optical Engineering, Bellingham.
24. Chappelle E.W., McMurtrey J.E., Wood F.M., Newcomb W.W. Laser-induced fluorescence of green plants. 2. LIF caused by nutrient deficiencies in corn. Applied Optics 1984, 23:139-142.
25. Chappelle E.W., Williams D.L. Laser-induced fluorescence (LIF) from plant foliage. Ieee Transactions on Geoscience and Remote Sensing 1987, 25:726-736.
26. Ciompi S., Gentili E., Guidi L., Soldatini G.F. The effect of nitrogen deficiency on leaf gas exchange and chlorophyll fluorescence parameters in sunflower. Plant Science 1996, 118:177-184.
27. Corp L.A., McMurtrey J.E., Middleton E.M., Mulchi C.L., Chappelle E.W., Daughtry C.S.T. Fluorescence sensing systems: In vivo detection of biophysical variations in field corn due to nitrogen supply. Remote Sensing of Environment 2003, 86:470-479.
28. Corp L.A., Middleton E.M., McMurtrey J.E., Entcheva-Campbell P.K., Butcher L.M. Fluorescence sensing techniques for vegetation assessment. Applied Optics 2006, 45:1023-1033.
29. Dahn H.G., Günther K.P., Lüdeker W. Characterisation of drought stress of maize and wheat canopies by means of spectral resolved laser induced fluorescence. EARSel Advances in Remote Sensing 1992, 1:12-19.
30. Daumard F., Champagne S., Fournier A., Goulas Y., Ounis A., Hanocq J.F., et al. A field platform for continuous measurement of canopy fluorescence. Ieee Transactions on Geoscience and Remote Sensing 2010, 48:3358-3368.
31. Daumard F., Goulas Y., Champagne S., Fournier A., Ounis A., Olioso A., et al. Continuous monitoring of canopy level sun-induced chlorophyll fluorescence during the growth of a sorghum field. Ieee Transactions on Geoscience and Remote Sensing 2012, 50:4292-4300.
32. Demmig-Adams B., Adams W.W.I. Photosynthesis - Harvesting sunlight safely. Nature 2000, 403:371-374.
33. Demmig-Adams B., Adams W.W.I. Photoprotection in an ecological context: The remarkable complexity of thermal dissipation. New Phytologist 2006, 172:11-21.
34. DerSimonian R., Laird N. Meta-analysis in clinical trials. Controlled Clinical Trials 1986, 7:177-188.
35. di Paola L.M., Mazzinghi P., Pardosi A., Vernieri P. Vegetation monitoring of chilling stress by chlorophyll fluorescence ratio. EARSeL Advances In Remote Sensing 1992, 1:2-6.
36. Dobrowski S.Z., Pushnik J.C., Zarco-Tejada P.J., Ustin S.L. Simple reflectance indices track heat and water stress-induced changes in steady-state chlorophyll fluorescence at the canopy scale. Remote Sensing of Environment 2005, 97:403-414.
37. Evain S., Flexas J., Moya I. A new instrument for passive remote sensing: 2. Measurement of leaf and canopy reflectance changes at 531nm and their relationship with photosynthesis and chlorophyll fluorescence. Remote Sensing of Environment 2004, 91:175-185.
38. Flexas J., Briantais J.M., Cerovic Z., Medrano H., Moya I. Steady-state and maximum chlorophyll fluorescence responses to water stress in grapevine leaves: A new remote sensing system. Remote Sensing of Environment 2000, 73:283-297.
39. Flexas J., Escalona J.M., Evain S., Gulias J., Moya I., Osmond C.B., et al. Effects of drought on photosynthesis in grapevines under field conditions: An evaluation of stomatal and mesophyll limitations. Functional Plant Biology 2002, 29:461-471.
40. 2 assimilation and stomatal conductance during water-stress in C-3 plants. Physiologia Plantarum 2002, 114:231-240.
41. Flexas J., Escalona J.M., Medrano H. Water stress induces different levels of photosynthesis and electron transport rate regulation in grapevines. Plant, Cell & Environment 1999, 22:39-48.
42. Fournier A., Daumard F., Champagne S., Ounis A., Goulas Y., Moya I. Effect of canopy structure on sun-induced chlorophyll fluorescence. Isprs Journal of Photogrammetry and Remote Sensing 2012, 68:112-120.
43. Frankenberg C., Fisher J.B., Worden J., Badgley G., Saatchi S.S., Lee J.-E., et al. New global observations of the terrestrial carbon cycle from GOSAT: Patterns of plant fluorescence with gross primary productivity. Geophysical Research Letters 2011, 38.
44. Frankenberg C., O'Dell C., Berry J., Guanter L., Joiner J., Koehler P., et al. Prospects for chlorophyll fluorescence remote sensing from the Orbiting Carbon Observatory-2. Remote Sensing of Environment 2014, 147:1-12.
45. Freedman A., Cavender-Bares J., Kebabian P.L., Bhaskar R., Scott H., Bazzaz F.A. Remote sensing of solar-excited plant fluorescence as a measure of photosynthetic rate. Photosynthetica 2002, 40:127-132.
46. Gitelson A.A., Buschmann C., Lichtenthaler H.K. Leaf chlorophyll fluorescence corrected for re-absorption by means of absorption and reflectance measurements. Journal of Plant Physiology 1998, 283-296.
47. Gouveia-Neto A.S., da Silva E.A., Cunha P.C., Oliveira-Filho R.A., Silva L.M.H., da Costa E.B., et al. Abiotic stress diagnosis via laser induced chlorophyll fluorescence analysis in plants for biofuel. Biofuel Production - Recent Developments and Prospects 2011, 596. M. Bernandes, A. D. S. (Eds.).
48. Grace J., Nichol C., Disney M., Lewis P., Quaife T., Bowyer P. Can we measure terrestrial photosynthesis from space directly, using spectral reflectance and fluorescence?. Global Change Biology 2007, 13:1484-1497.
49. Guanter L., Frankenberg C., Dudhia A., Lewis P.E., Gomez-Dans J., Kuze A., et al. Retrieval and global assessment of terrestrial chlorophyll fluorescence from GOSAT space measurements. Remote Sensing of Environment 2012, 121:236-251.
50. Guanter L., Zhang Y., Jung M., Joiner J., Voigt M., Berry J.A., et al. Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence. Proceedings of the National Academy of Sciences of the United States of America 2014, 111:E1327-E1333.
51. Günther K.P., Dahn H.G., Lüdeker W. Remote sensing vegetation status by laser-induced fluorescence. Remote Sensing of Environment 1994, 47:10-17.
52. Havaux M., Gruszecki W.I. Heat-induced and light-induced chlorophyll-a fluorescence changes in potato leaves containing high or low levels of the carotenoid zeaxanthin - Indications of a regulatory effect of zeaxanthin on thylakoid membrane fluidity. Photochemistry and Photobiology 1993, 58:607-614.
53. Himelblau E., Amasino R.M. Nutrients mobilized from leaves of Arabidopsis thaliana during leaf senescence. Journal of Plant Physiology 2001, 158:1317-1323.
54. Homolová L., Malenovský Z., Clevers J.P.G.W., García-Santos G., Schaepman M.E. Review of optical-based remote sensing for plant trait mapping. Ecological Complexity 2013, 15:1-16.
55. Hughes T.P., Carpenter S., Rockstrom J., Scheffer M., Walker B. Multiscale regime shifts and planetary boundaries. Trends in Ecology & Evolution 2013, 28:389-395.
56. Joiner J., Guanter L., Lindstrot R., Voigt M., Vasilkov A.P., Middleton E.M., et al. Global monitoring of terrestrial chlorophyll fluorescence from moderate-spectral-resolution near-infrared satellite measurements: methodology, simulations, and application to GOME-2. Atmospheric Measurement Techniques 2013, 6:2803-2823.
57. Joiner J., Yoshida Y., Vasilkov A.P., Corp L.A., Middleton E.M. First observations of global and seasonal terrestrial chlorophyll fluorescence from space. Biogeosciences 2011, 8:637-651.
58. Kebabian P.L., Theisen A.F., Kallelis S., Freedman A. A passive two-band sensor of sunlight-excited plant fluorescence. Review of Scientific Instruments 1999, 70:4386-4393.
59. Kebabian P.L., Theisen A.F., Kallelis S., Scott H.E., Freedman A. Passive two-band plant fluorescence sensor with applications in precision agriculture. Precision Agriculture and Biological Quality 1999, 238-245.
60. Kim M.S., McMurtrey J.E., Mulchi C.L., Daughtry C.S.T., Chappelle E.W., Chen Y.-R. Steady-state multispectral fluorescence imaging system for plant leaves. Applied Optics 2001, 40:157-166.
61. Knyazikhin Y., Schull M.A., Stenberg P., Mõttus M., Rautiainen M., Yang Y., et al. Hyperspectral remote sensing of foliar nitrogen content. Proceedings of the National Academy of Sciences of the United States of America 2013, 110:E185-E192.
62. Köhler P., Guanter L., Joiner J. A linear method for the retrieval of sun-induced chlorophyll fluorescence from GOME-2 and SCIAMACHY data. Atmospheric Measurement Techniques 2014, 7:12173-12217.
63. Kok B. Photosynthesis, the pathway of energy. Plant Biochemistry 1965, 903-930. Academic, USA, New York. J. Bonner, J.E. Varner (Eds.).
64. Kolber Z., Klimov D., Ananyev G., Rascher U., Berry J., Osmond B. Measuring photosynthetic parameters at a distance: Laser induced fluorescence transient (LIFT) method for remote measurements of photosynthesis in terrestrial vegetation. Photosynthesis Research 2005, 84:121-129.
65. Konanz S., Kocsányi L., Buschmann C. Advanced multi-color fluorescence imaging system for detection of biotic and abiotic stresses in leaves. Agriculture 2014, 4:79-95.
66. Nitrogen metabolism. Physiology of Woody Plants 1997, 189-209. Academic, USA, New York. Second Edition. T.T. Kozlowski, S.G. Pallardy (Eds.).
67. Kraft S., Del Bello U., Bouvet M., Drusch M., Moreno J. FLEX: ESA's Earth Explorer 8 candidate mission. Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International, Munch, 22-27 July 2012 2012, 7125-7128.
68. Krumov A., Nikolova A., Vassilev V., Vassilev N. Assessment of plant vitality detection through fluorescence and reflectance imagery. Advances in Space Research 2008, 41:1870-1875.
69. Kuckenberg J., Tartachnyk I., Noga G. Detection and differentiation of nitrogen-deficiency, powdery mildew and leaf rust at wheat leaf and canopy level by laser-induced chlorophyll fluorescence. Biosystems Engineering 2009, 103:121-128.
70. Lang M., Lichtenthaler H.K., Sowinska M., Heisel F., Miehe J.A. Fluorescence imaging of water and temperature stress in plant leaves. Journal of Plant Physiology 1996, 148:613-621.
71. Lavrov A., Utkin A.B., da Silva J.M., Vilar R., Santos N.M., Alves B. Water stress assessment of cork oak leaves and maritime pine needles based on LIF spectra. Optics and Spectroscopy 2012, 112:271-279.
72. Lee J.-E., Frankenberg C., van der Tol C., Berry J.A., Guanter L., Boyce C.K., et al. Forest productivity and water stress in Amazonia: Observations from GOSAT chlorophyll fluorescence. Proceedings of the Royal Society B-Biological Sciences 2013, 280.
73. Leufen G., Noga G., Hunsche M. Physiological response of sugar beet (Beta vulgaris) genotypes to a temporary water deficit, as evaluated with a multiparameter fluorescence sensor. Acta Physiologiae Plantarum 2013, 35:1763-1774.
74. Leufen G., Noga G., Hunsche M. Fluorescence indices for the proximal sensing of powdery mildew, nitrogen supply and water deficit in sugar beet leaves. Agriculture 2014, 4:58-78.
75. Lichtenthaler H.K., Rinderle U. The role of chlorophyll fluorescence in the detection of stress conditions in plants. CRC Critical Reviews in Analytical Chemistry 1988, 19:S29-S85.
76. Lins E.C., Nunes F.D., Gasparoto M.C.G., Belasque J., Bagnato V.S., Marcassa L.G. Fluorescence spectroscopy to detect water stress in orange trees. 2005 SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC) 2005, 536-539.
77. Malenovský Z., Mishra K.B., Zemek F., Rascher U., Nedbal L. Scientific and technical challenges in remote sensing of plant canopy reflectance and fluorescence. Journal of Experimental Botany 2009, 60:2987-3004.
78. Mann H.B., Whitney D.R. On a test of whether one of 2 random variables is stochastically larger than the other. Annals of Mathematical Statistics 1947, 18:50-60.
79. Maxwell K., Johnson G.N. Chlorophyll fluorescence - A practical guide. Journal of Experimental Botany 2000, 51:659-668.
80. McMurtrey J.E., Middleton E.M., Corp L.A., Campbell P.K.E., Butcher L.M., Chappelle E.W., et al. Fluorescence responses from nitrogen plant stress in 4 Fraunhofer band regions. Proceedings: Remote Sensing: Integrating Our View of the Planet 2002, Vols. I-Vi:1538-1540. Ieee, New York.
81. McMurtrey J.E., Middleton E.M., Corp L.A., Campbell P.K.E., Butcher L.M., Daughtry C.S.T., et al. Optical reflectance and fluorescence for detecting nitrogen needs in Zea mays l. Proceedings: Learning from Earth's Shapes and Sizes 2003, Vols. I-Vii:4602-4604. Ieee, New York.
82. Medrano H., Escalona J.M., Bota J., Gulias J., Flexas J. Regulation of photosynthesis of C-3 plants in response to progressive drought: Stomatal conductance as a reference parameter. Annals of Botany 2002, 89:895-905.
83. Meroni M., Rossini M., Guanter L., Alonso L., Rascher U., Colombo R., et al. Remote sensing of solar-induced chlorophyll fluorescence: Review of methods and applications. Remote Sensing of Environment 2009, 113:2037-2051.
84. Middleton E.M., Cheng Y.-B., Corp L.A., Huemmrich K.F., Campbell P.K.E., Zhang Q.-Y., et al. Diurnal and seasonal dynamics of canopy-level solar induced chlorophyll fluorescence and spectral reflectance indices in a cornfield. 6th EARSeL Imaging Spectroscopy SIG Workshop. Tel Aviv, Israel 2009.
85. Middleton E.M., Corp L.A., Campbell P.K.E. Comparison of measurements and FluorMOD simulations for solar-induced chlorophyll fluorescence and reflectance of a corn crop under nitrogen treatments. International Journal of Remote Sensing 2008, 29:5193-5213.
86. Mishra A., Mishra K.B., Hoermiller I.I., Heyer A.G., Nedbal L. Chlorophyll fluorescence emission as a reporter on cold tolerance in Arabidopsis thaliana accessions. Plant Signaling & Behavior 2011, 6:301-310.
87. Murata N., Satoh K. Absorption and fluorescence emission by intact cells, chloroplasts, and chlorophyll-protein complexes. Light Emission by Plants and Bacteria 1986, 137-159. Academic Press, Inc., London. J.A. Govindjee, D.C. Fork (Eds.).
88. Neuner G., Larcher W. Determination of differences in chilling susceptibility of 2 soybean varieties by means of in vivo chlorophyll fluorescence measurements. Journal of Agronomy and Crop Science-Zeitschrift Fur Acker Und Pflanzenbau 1990, 164:73-80.
89. Osmond C.B., Kramer D., Luttge U. Reversible, water stress-induced non-uniform chlorophyll fluorescence quenching in wilting leaves of Potentilla reptans may not be due to patchy stomatal responses. Plant Biology 1999, 618-624.
90. Ounis A., Evain S., Flexas J., Tosti S., Moya I. Adaptation of a PAM-fluorometer for remote sensing of chlorophyll fluorescence. Photosynthesis Research 2001, 68:113-120.
91. Papageorgiou G.C., Govindjee Chlorophyll a fluorescence: A signature of photosynthesis. Advances in photosynthesis and respiration 2004, Springer, Dordrecht, Netherlands.
92. Pastenes C., Horton P. Effect of high temperature on photosynthesis in beans. 1. Oxygen evolution and chlorophyll fluorescence. Plant Physiology 1996, 112:1245-1251.
93. Pastenes C., Horton P. Resistance of photosynthesis to high temperature in two bean varieties (Phaseolus vulgaris L.). Photosynthesis Research 1999, 62:197-203.
94. Perez-Priego O., Zarco-Tejada P.J., Miller J.R., Sepulcre-Canto G., Fereres E. Detection of water stress in orchard trees with a high-resolution spectrometer through chlorophyll fluorescence in-filling of the O-2-A band. Ieee Transactions on Geoscience and Remote Sensing 2005, 43:2860-2869.
95. Pieruschka R., Albrecht H., Muller O., Berry J., Klimov D., Kolbert Z., et al. Daily and seasonal dynamics of remotely sensed photosynthetic efficiency in tree canopies. Tree Physiology 2014, 34:674-685.
96. Plascyk J.A. MK II Frauenhofer line discriminator (FLD-II) for airborne and orbital remote-sensing of solar-stimulated luminescence. Optical Engineering 1975, 14:339-346.
97. Porcar-Castell A., Tyystjärvi E., Atherton J., Van der Tol C., Flexas J., Pfündel E.E., et al. Linking chlorophyll a fluorescence to photosynthesis for remote sensing applications: mechanisms and challenges. Journal of Experimental Botany 2014, 65:4065-4095.
98. Pospíšil P., Skotnica J., Nauš J. Low and high temperature dependence of minimum F-O and maximum F-M chlorophyll fluorescence in vivo. Biochimica Et Biophysica Acta-Bioenergetics 1998, 1363:95-99.
99. Rascher U., Agati G., Alonso L., Cecchi G., Champagne S., Colombo R., et al. 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 2009, 6:1181-1198.
100. Rascher U., Gioli B., Miglietty F. FLEX - FLuorescence EXplorer: A remote sensing approach to quantify spatio-temporal variations of photosynthetic efficiency from space. Proceedings of the 14th international congress on photosynthesis research 2007 2008, Springer: Netherlands, Dodrecht. B.O.J.F. Allen, J.H. Golbeck, E. Gantt (Eds.).
101. Rascher U., Nichol C.J., Small C., Hendricks L. Monitoring spatio-temporal dynamics of photosynthesis with a portable hyperspectral imaging system. Photogrammetric Engineering and Remote Sensing 2007, 73:45-56.
102. Rennenberg H., Dannenmann M., Gessler A., Kreuzwieser J., Simon J., Papen H. Nitrogen balance in forest soils: Nutritional limitation of plants under climate change stresses. Plant Biology 2009, 11(Suppl. S1):4-23.
103. Roháček K., Barták M. Technique of the modulated chlorophyll fluorescence: Basic concepts, useful parameters, and some applications. Photosynthetica 1999, 37:339-363.
104. Rosema A., Snel J.F.H., Zahn H., Buurmeijer W.F., Van Hove L.W.A. The relation between laser-induced chlorophyll fluorescence and photosynthesis. Remote Sensing of Environment 1998, 65:143-154.
105. Running S.W., Nemani R.R., Heinsch F.A., Zhao M.S., Reeves M., Hashimoto H. A continuous satellite-derived measure of global terrestrial primary production. Bioscience 2004, 54:547-560.
106. Schreiber U., Schliwa U., Bilger W. Continuous recording of photochemical and non-photochemical chlorophyll fluorescence quenching with a new type of modulation fluorometer. Photosynthesis Research 1986, 10:51-62.
107. Silva E.A., Gouveia-Neto A.S., Oliveira R.A., Moura D.S., Cunha P.C., Costa E.B., et al. Water deficit and salt stress diagnosis through LED induced chlorophyll fluorescence analysis in Jatropha curcas L. Journal of Fluorescence 2012, 22:623-630.
108. Suarez L., Zarco-Tejada P.J., Sepulcre-Canto G., Perez-Priego O., Miller J.R., Jimenez-Munoz J.C., et al. Assessing canopy PRI for water stress detection with diurnal airborne imagery. Remote Sensing of Environment 2008, 112:560-575.
109. Subhash N., Mohanan C.N., Mallia R.J., Muralidharan V. Quantification of stress adaptation by laser-induced fluorescence spectroscopy of plants exposed to engine exhaust emission and drought. Functional Plant Biology 2004, 31:709-719.
110. Tartachnyk I.I., Radenmacher I., Kuhbauch W. Distinguishing nitrogen deficiency and fungal infection of winter wheat by laser-induced fluorescence. Precision Agriculture 2006, 7:281-293.
111. Theisen A.F. Detecting chlorophyll fluorescence from orbit: The Fraunhofer line depth model. From Laboratory Spectroscopy to Remotely Sensed Spectra of Terrestrial Ecosystems 2002, 203-232. Kluwer Academic Publisher. S.M. Ranjan (Ed.).
112. Thoren D., Schmidhalter U. Nitrogen status and biomass determination of oilseed rape by laser-induced chlorophyll fluorescence. European Journal of Agronomy 2009, 30:238-242.
113. Thoren D., Thoren P., Schmidhalter U. Influence of ambient light and temperature on laser-induced chlorophyll fluorescence measurements. European Journal of Agronomy 2010, 32:169-176.
114. Tremblay N., Wang Z., Cerovic Z.G. Sensing crop nitrogen status with fluorescence indicators. A review. Agronomy for Sustainable Development 2012, 32:451-464.
115. Climate change and plant abiotic stress tolerance 2014, 1208. Wiley-Blackwell, Verlag GmbH & Co. KGaA. N. Tuteja, S.S. Gill (Eds.).
116. Valentini R., Cecchi G., Mazzinghi P., Mugnozza G.S., Agati G., Bazzani M., et al. Remote-sensing of chlorophyll-a fluorescence of vegetation canopies 2. Physiological significance of fluorescence signal in response to environmental stresses. Remote Sensing of Environment 1994, 47:29-35.
117. Zarco-Tejada P.J., Berni J.A.J., Suarez L., Sepulcre-Canto G., Morales F., Miller J.R. Imaging chlorophyll fluorescence with an airborne narrow-band multispectral camera for vegetation stress detection. Remote Sensing of Environment 2009, 113:1262-1275.
118. Zarco-Tejada P.J., Gonzalez-Dugo V., Berni J.A.J. Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera. Remote Sensing of Environment 2012, 117:322-337.
119. Zarco-Tejada P.J., Pushnik J.C., Dobrowski S., Ustin S.L. Steady-state chlorophyll a fluorescence detection from canopy derivative reflectance and double-peak red-edge effects. Remote Sensing of Environment 2003, 84:283-294.
120. Zhao D., Reddy K.R., Kakani V.G., Reddy V.R. Nitrogen deficiency effects on plant growth, leaf photosynthesis, and hyperspectral reflectance properties of sorghum. Journal of Agronomy 2005, 22:391-403.