Imaging chlorophyll fluorescence with an airborne narrow-band multispectral camera for vegetation stress detection

Remote Sensing of Environment

Volumn 113, Issue 6, 2009, Pages 1262-1275

  Zarco Tejada, P J ^a   Berni, J A J ^a   Suarez L ^a   Sepulcre Canto G ^a   Morales, F ^b   Miller, J R ^c  

^a INSTITUTO DE AGRICULTURA SOSTENIBLE   (Spain)

^b CSIC   (Spain)

^c YORK UNIVERSITY   (Canada)

Author keywords

Airborne; Fluorescence; Fluormod; Hyperspectral; In filling

Indexed keywords

ABOVE GROUND LEVELS; AIRBORNE; AIRBORNE DATUM; AIRBORNE IMAGERIES; CANOPY LEVELS; CANOPY REFLECTANCES; CHLOROPHYLL FLUORESCENCES; CHLOROPHYLL-A; DETERMINATION COEFFICIENTS; FIELD EXPERIMENTS; FILLING METHODS; FLUORESCENCE DETECTIONS; FLUORESCENCE EMISSIONS; FLUORESCENCE IN FILLINGS; FLUORESCENCE SIGNALS; FLUORMOD; FULL WIDTH HALF MAXIMUMS; GROUND TRUTHS; HIGH SENSITIVITIES; HYPERSPECTRAL; IN FIELDS; IN-FILLING; LEAF AREA INDEXES; MULTI-SPECTRAL; MULTI-SPECTRAL CAMERAS; NARROW BANDS; OLIVE ORCHARDS; PEACH ORCHARDS; REFLECTANCE INDICES; SIMULATION PREDICTIONS; SIMULATION STUDIES; SPATIAL RESOLUTIONS; STEADY-STATE FLUORESCENCES; TREE LEVELS; VEGETATION STRESS DETECTIONS; VISIBLE AND NEAR INFRARED; WATER STRESS;

CHLOROPHYLL; EXPERIMENTS; FILLING; ORCHARDS; PLANTS (BOTANY); POLYMORPHISM; PORPHYRINS; REFLECTION; SENSITIVITY ANALYSIS; SIGNAL PROCESSING;

FLUORESCENCE;

CANOPY; CHLOROPHYLL; FLUORESCENCE; IMAGING METHOD; INFRARED IMAGERY; LEAF; ORCHARD; VEGETATION; WATER STRESS;

PRUNUS PERSICA;

EID: 64549104791     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2009.02.016     Document Type: Article

References (64)

1. Abadía J., Morales F., and Abadía A. Photosystem II efficiency in low chlorophyll, iron-deficient leaves. Plant Soil 215 (1999) 183-192
2. Agati G. Response of the in vivo chlorophyll fluorescence spectrum to environmental factors and laser excitation wavelength. Pure and Applied Optics 7 (1998) 797-807
3. Berni J.A.J., Zarco-Tejada P.J., Suárez L., and Fereres E. Thermal and narrow-band multispectral remote sensing for vegetation monitoring from an unmanned aerial vehicle. IEEE Transactions on Geoscience and Remote Sensing 47 3 (2009) 722-738
4. Björkman O., and Powles S.B. Inhibition of photosynthetic reactions under water stress: Interaction with light level. Planta 161 (1984) 490-504
5. Bradford K.J., and Hsiao T.C. Physiological responses to moderate water stress. In: Lange O.L., Nobel P.S., Osmond C.B., and Ziegler H. (Eds). Encyclopedia of plant physiology, N.S. Physiological plant ecology II: Water relations and carbon assimilation Vol. 12B (1982), Springer, Berlin Heidelberg New York 263-324
6. Carter G.A., Cibula W.G., and Miller R.L. Narrow-band reflectance imagery compared with thermal imagery for early detection of plant stress. Journal of Plant Physiology 148 (1996) 515-522
7. Carter G.A., Freedman A., Kebabian P.L., and Scott H.E. Use of a prototype instrument to detect short-term changes in solar-excited leaf fluorescence. International Journal of Remote Sensing 25 (2004) 1779-1784
8. Carter G.A., Jones J.H., Mitchell R.J., and Brewer C.H. Detection of solar-excited chlorophyll a fluorescence and leaf photosynthetic capacity using a Fraunhofer line radiometer. Remote Sensing of Environment 55 (1996) 89-92
9. Carter G.A., Theisen A.F., and Mitchell R.J. Chlorophyll fluorescence measured using the Fraunhofer line-depth principle and relationship to photosynthetic rate in the field. Plant, Cell and Environment 13 (1990) 79-83
10. Evain S., Flexas J., and Moya I. A new instrument for passive remote sensing: 2. Measurement of leaf and canopy reflectance changes at 531 nm and their relationship with photosynthesis and chlorophyll fluorescence. Remote Sensing of Environment 91 (2004) 175-185
11. Fereres E., and Soriano M. Deficit irrigation for reducing agricultural water use. Journal of Experimental Botany 58 (2007) 147-159
12. Flexas J., Briantais J.-M., Cerovic Z., Medrano H., and Moya I. Steady-state and maximum chlorophyll fluorescence responses to water stress in grapevine leaves: A new remote sensing system. Remote Sensing of Environment 73 (2000) 282-297
13. Flexas J., Escalona J.M., Evain S., Gulias J., Moya I., Osmond C.B., et al. Steady-state chlorophyll fluorescence (Fs) measurements as a tool to follow variations of net CO2 assimilation and stomatal conductance during water-stress in C-3 plants. Physiologia Plantarum 114 2 (2002) 231-240
14. Flexas J., Escalona J.M., and Medrano H. Water stress induces different levels of photosynthesis and electron transport rate regulation in grapevines. Plant Cell and Environment 22 (1999) 39-48
15. Gao B.C. NDWI-A normalized difference water index for remote sensing f vegetation liquid water from space. Remote Sensing of Environment 58 (1996) 257-266
16. Hsiao T.C., Fereres E., Acevedo E., and Henderson D.W. Water stress and dynamics of growth and yield of crops. Water and Plant life: Problems and modern approaches (1976), Springer
17. Idso S.B., Jackson R.D., Pinter P.J., Reginato R.J., and Hatfield J.L. Normalizing the stress-degree-day parameter for environmental variability. Agricultural and Forest Meteorology 24 (1981) 45-55
18. Idso S.B., Jackson R.D., and Reginato R.J. Extending the "degree day" concept of phenomenological development to include water stress effects. Ecology 59 (1978) 431-433
19. Jackson R.D., Idso S.B., Reginato R.J., and Ehrier W.L. Crop temperature reveals stress. Crop Soils 29 (1977) 10-13
20. Jackson R.D., Idso S.B., Reginato R.J., and Pinter P.J. Canopy temperature as crop water-stress indicator. Water Resources Research 17 (1981) 1133-1138
21. Jackson R.D., and Pinter Jr. P.J. Detection of water stress in wheat by measurement of reflected solar and emitted thermal IR radiation. Spectral Signatures of Objects in Remote Sensing, Institut National de la Reserche Agronomique, Versalles, France (1981) 399-406
22. Krause G.H., and Weis E. Chlorophyll fluorescence as a tool in plant physiology. II. Interpretation of fluorescence signals. Photosynthesis Reseasrch 5 (1984) 139-157
23. Larcher W. Photosynthesis as a tool for indicating temperature stress events. In: Schulze E.D., and Caldwell M.M. (Eds). Ecophysiology of photosynthesis (1994), Springer, Berlin 261-277
24. Le Maire G., François C., and Dufrêne E. Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements. Remote Sensing of Environment 89 (2004) 1-28
25. Lichtenthaler H.K. The Kautsky effect: 60 years of chlorophyll fluorescence induction kinetics. Photosynthetica 27 (1992) 45-55
26. Lichtenthaler H.K., and Rinderle U. The role of chlorophyll fluorescence in the detection of stress conditions in plants. CRC Critical Reviews in Analytical Chemistry 19 Suppl. 1 (1988) 529-585
27. Liu L., Zhang Y., Wang J., and Zhao C. Detecting solar-induced chlorophyll fluorescence from field radiance spectra based on the Fraunhofer line principle. IEEE Transactions on Geoscience and Remote Sensing 43 (2005) 827-832
28. Maier, S.W. (2000), Modeling the radiative transfer in leaves in the 300 nm to 2.5 μm wavelength region taking into consideration chlorophyll fluorescence-The leaf model SLOPE. PhD Thesis-Technische Universität München (München), 124 pp.
29. Maier S.W., Günther K.P., and Stellmes M. Remote sensing and modelling of solar induced fluorescence. 1st Workshop on Remote Sensing of Solar Induced Vegetation Fluorescence, Noordwijk, Netherlands (2002)
30. Maier S.W., Lüdeker W., and Günther K.P. SLOP: A revised version of the stochastic model for leaf optical properties. Remote Sensing of the Environment 68 3 (1999) 273-280
31. McFarlane J.C., Watson R.D., Theisen A.F., Jackson R.D., Ehrler W.L., Pinter Jr. P.J., et al. Plant stress detection by remote measurement of fluorescence. Applied Optics 19 (1980) 3287-3289
32. Meroni M., Picchi V., Rossini M., Cogliati S., Panigada C., Nali C., et al. Leaf level early assessment of ozone injuries by passive fluorescence and PRI. International Journal of Remote Sensing 29 (2008) 17,5409-5422
33. Meroni M., Rossini M., Picchi V., Panigada C., Cogliati S., Nali C., et al. Assessing steady-state fluorescence and PRI from hyperspectral proximal sensing as early indicators of plant stress: the case of ozone exposure. Sensors 8 (2008) 1740-1754
34. Miller, J.R., Berger, M., Alonso, L., Cerovic, Z., Goulas, Y., Jacquemoud, S., et al. s(2004), Progress on the development of an integrated canopy fluorescence model, 2003-International Geoscience and Remote Sensing Symposium, IGARSS'03, pp. 601-603 Vol.1, ISBN 0-7803-7929-2-0-7803-7930-6, Toulouse (France), 21-25 / 7 /2004.
35. Morales F., Abadía A., and Abadía J. Chlorophyll fluorescence and photon yield of oxygen evolution in iron-deficient sugar beet (Beta vulgaris L.). Plant Physiology 97 (1991) 886-893
36. Morales F., Abadía A., and Abadía J. Photosynthesis quenching of chlorophyll fluorescence and thermal energy dissipation in iron-deficient sugar beet leaves. Australian Journal of Plant Physiology 25 (1998) 403-412
37. Morales F., Abadía A., and Abadía J. Photoinhibition and photoprotection under nutrient deficiencies, drought and salinity. In: Demmig-Adams B., Adams III W.W., and Mattoo A.K. (Eds). Photoprotection, photoinhibition, gene regulation, and environment (2006), Springer, The Netherlands 65-85
38. Morales F., Belkhodja R., Abadía A., and Abadía J. Photosystem II efficiency and mechanism of energy dissipation in iron-deficient, field grown pear trees (Pyrus communis L.). Photosynthesis Research 63 (2000) 9-21
39. Moya I., Camenen L., Evain S., Goulas Y., Cerovic Z.G., Latouche G., et al. A new instrument for passive remote sensing 1. Measurements of sunlight-induced chlorophyll fluorescence. Remote Sensing of Environment 91 (2004) 186-197
40. Papageorgiou G. Chlorophyll fluorescence: An intrinsic probe of photosynthesis. In: Govindjee (Ed). Bioenergetics of photosynthesis (1975), Academic Press, New York 319-371
41. Pedrós R., Jacquemoud S., Goulas Y., Louis J., and Moya I. A new leaf fluorescence model. 2nd International Workshop on Remote Sensing of Vegetation Fluorescence, 17-19 Nov. Montreal, Canada (2004)
42. Pedrós R., Moya I., Goulas Y., and Jacquemoud S. Chlorophyll fluorescence emission spectrum inside a leaf. Photochemical and Photobiological Reviews 7 4 (2008) 498-502
43. Peguero-Pina J.J., Morales F., Flexas J., Gil-Pelegrín E., and Moya I. Photochemistry, remotely sensed physiological reflectance index and de-epoxidation state of the xanthophyll cycle in Quercus coccifera under intense drought. Oecologia 156 1 (2008) 1-11
44. Peñuelas J., Filella I., Biel C., Serrano L., and Save R. The reflectance at the 950-970 nm region as an indicator of plant water status. International Journal of Remote Sensing 14 (1993) 1887-1905
45. Peñuelas J., Llusia J., Piñol J., and Filella I. Photochemical reflectance index and leaf photosynthetic radiation-use-efficiency assessment in Mediterranean trees. International Journal of Remote Sensing 18 (1997) 2863-2868
46. 2-A band. IEEE Transactions on Geoscience and Remote Sensing 43 (2005) 2860-2869
47. Rock B.N., Vogelmann J.E., Williams D.L., Vogelmann A.F., and Hoshizaki T. Remote detection of forest damage. Biosciencie 36 (1986) 439-455
48. Schreiber U., and Bilger W. Rapid assessment of stress effects on plant leaves by chlorophyll fluorescence measurements. In: Tenhunen J.D., and Catarino E.M. (Eds). Plant response to stress (1987), Springer-Verlag, Berlin, Germany 27-53
49. Schreiber U., Bilger W., and Neubauer C. Chlorophyll fluorescence as a non-intrusive indicator for rapid assessment of in vivo photosynthesis. In: Schulze E.D., and Caldwell M.M. (Eds). Ecophysiology of photosynthesis. Ecological Studies Vol 100 (1994), Springer, Berlin Heidelberg New York 49-70
50. Sepulcre-Cantó G., Zarco-Tejada P.J., Jiménez-Muñoz J.C., Sobrino J.A., de Miguel E., et al. Within-field thermal variability detection as function of water stress in Olea europaea L. orchards with high spatial remote sensing imagery. Agricultural and Forest Meteorology 136 (2006) 31-44
51. Sepulcre-Cantó G., Zarco-Tejada P.J., Jiménez-Muñoz J.C., Sobrino J.A., Soriano M.A., Fereres E., et al. Monitoring yield and fruit quality parameters in open-canopy tree crops under water stress. Implications for ASTER. Remote Sensing of Environment 107 (2007) 455-470
52. Slatyer J.O. Plant-water relationships (1967), Academic press, New York 366 pp
53. Smith G.M., and Milton E.J. The use of the empirical line method to calibrate remotely sensed data to reflectance. International Journal of Remote Sensing 20 (1999) 2653-2662
54. Soukupová J., Cséfalvay L., Urban O., Kosvancová M., Marek M., Rascher U., and Nebdal L. Annual variation of the steady-state chlorophyll fluorescence emission of evergreen plants in temperate zone. Functional Plant Biology 35 (2008) 63-76
55. Suárez L., Zarco-Tejada P.J., Berni J.A.J., González-Dugo V., and Fereres E. Modelling PRI for water stress detection using radiative transfer models. Remote Sensing of Environment 113 (2009) 730-744
56. Suarez L., Zarco-Tejada P.J., Sepulcre-Cantó G., Pérez-Priego O., Miller J.R., and Jiménez-Muñoz J.C. Assessing canopy PRI for water stress detection with diurnal airborne imagery. Remote Sensing of Environment 112 (2008) 560-575
57. Thenot F., Méthy M., and Winkel T. The photochemical reflectance index (PRI) as a water-stress index. International Journal of Remote Sensing 23 23 (2002) 5135-5139
58. Verhoef W. Extension of SAIL to model solar-induced canopy fluorescence spectra. 2nd International Workshop on Remote Sensing of Vegetation Fluorescence, 17-19 Nov. 2004, Montreal, Canada (2005)
59. Wolfe D.W., Fereres E., and Voss R.E. Growth and yield response of two potato cultivars to various levels of water applied. Irrigation Science 3 (1983) 211-222
60. Zarco-Tejada P.J., Miller J.R., Mohammed G.H., and Noland T.L. Chlorophyll fluorescence effects on vegetation apparent reflectance: I. Leaf-level measurements and simulation of reflectance and transmittance spectra. Remote Sensing of Environment 74 3 (2000) 582-595
61. Zarco-Tejada, P.J., Miller, J.R., Haboudane, D., Tremblay, N., Apostol, S. (2004). Detection of chlorophyll fluorescence in vegetation from airborne hyperspectral CASI imagery in the red edge spectral region. 2003-International Geoscience and Remote Sensing Symposium, IGARSS'03, pp. 598-600 Vol.1, ISBN 0-7803-7929-2-0-7803-7930-6, Toulouse (France), 21-25/7/2004.
62. Zarco-Tejada P.J., Miller J.R., Mohammed G.H., Noland T.L., and Sampson P.H. Chlorophyll fluorescence effects on vegetation apparent reflectance: II. Laboratory and hyperspectral airborne experiments. Remote Sensing of Environment 74 3 (2000) 596-608
63. Zarco-Tejada P.J., Miller J.R., Pedrós R., Verhoef W., and Berger M. FluorMODgui V3.0-A graphic user interface for the leaf and canopy simulation of chlorophyll fluorescence. Computers & Geosciences 32 (2006) 577-591
64. Zarco-Tejada P.J., Pushnik J., Dobrowski S., and Ustin S.L. Steady-state chlorophyll a fluorescence detection from canopy derivative reflectance and double-peak red-edge effects. Remote Sensing of Environment 84 2 (2003) 283-294