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<article language="en">
	<journal>
		<journal_title>Biogeosciences</journal_title>
		<journal_url>www.biogeosciences.net</journal_url>
		<issn>1726-4170</issn>
		<eissn>1726-4189</eissn>
		<volume_number>6</volume_number>
		<issue_number>7</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/bg-6-1181-2009</doi>
	<article_url>http://www.biogeosciences.net/6/1181/2009/</article_url>
	<abstract_html>http://www.biogeosciences.net/6/1181/2009/bg-6-1181-2009.html</abstract_html>
	<fulltext_pdf>http://www.biogeosciences.net/6/1181/2009/bg-6-1181-2009.pdf</fulltext_pdf>
	<start_page>1181</start_page>
	<end_page>1198</end_page>
	<publication_date>2009-07-17</publication_date>
	<article_title content_type="html">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</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>U. Rascher</name>
			<email>u.rascher@fz-juelich.de</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>G. Agati</name>
		</author>
		<author numeration="3" affiliations="3">
			<name>L. Alonso</name>
		</author>
		<author numeration="4" affiliations="2">
			<name>G. Cecchi</name>
		</author>
		<author numeration="5" affiliations="4">
			<name>S. Champagne</name>
		</author>
		<author numeration="6" affiliations="5">
			<name>R. Colombo</name>
		</author>
		<author numeration="7" affiliations="6">
			<name>A. Damm</name>
		</author>
		<author numeration="8" affiliations="4">
			<name>F. Daumard</name>
		</author>
		<author numeration="9" affiliations="7">
			<name>E. de Miguel</name>
		</author>
		<author numeration="10" affiliations="3">
			<name>G. Fernandez</name>
		</author>
		<author numeration="11" affiliations="8">
			<name>B. Franch</name>
		</author>
		<author numeration="12" affiliations="9">
			<name>J. Franke</name>
		</author>
		<author numeration="13" affiliations="10">
			<name>C. Gerbig</name>
		</author>
		<author numeration="14" affiliations="11">
			<name>B. Gioli</name>
		</author>
		<author numeration="15" affiliations="7">
			<name>J. A. Gómez</name>
		</author>
		<author numeration="16" affiliations="4">
			<name>Y. Goulas</name>
		</author>
		<author numeration="17" affiliations="12">
			<name>L. Guanter</name>
		</author>
		<author numeration="18" affiliations="7">
			<name>Ó. Gutiérrez-de-la-Cámara</name>
		</author>
		<author numeration="19" affiliations="1">
			<name>K. Hamdi</name>
		</author>
		<author numeration="20" affiliations="6">
			<name>P. Hostert</name>
		</author>
		<author numeration="21" affiliations="7">
			<name>M. Jiménez</name>
		</author>
		<author numeration="22" affiliations="13">
			<name>M. Kosvancova</name>
		</author>
		<author numeration="23" affiliations="2">
			<name>D. Lognoli</name>
		</author>
		<author numeration="24" affiliations="5">
			<name>M. Meroni</name>
		</author>
		<author numeration="25" affiliations="11">
			<name>F. Miglietta</name>
		</author>
		<author numeration="26" affiliations="1">
			<name>A. Moersch</name>
		</author>
		<author numeration="27" affiliations="3">
			<name>J. Moreno</name>
		</author>
		<author numeration="28" affiliations="4">
			<name>I. Moya</name>
		</author>
		<author numeration="29" affiliations="14">
			<name>B. Neininger</name>
		</author>
		<author numeration="30" affiliations="6">
			<name>A. Okujeni</name>
		</author>
		<author numeration="31" affiliations="4">
			<name>A. Ounis</name>
		</author>
		<author numeration="32" affiliations="2">
			<name>L. Palombi</name>
		</author>
		<author numeration="33" affiliations="2">
			<name>V. Raimondi</name>
		</author>
		<author numeration="34" affiliations="15">
			<name>A. Schickling</name>
		</author>
		<author numeration="35" affiliations="8">
			<name>J. A. Sobrino</name>
		</author>
		<author numeration="36" affiliations="16">
			<name>M. Stellmes</name>
		</author>
		<author numeration="37" affiliations="2">
			<name>G. Toci</name>
		</author>
		<author numeration="38" affiliations="11">
			<name>P. Toscano</name>
		</author>
		<author numeration="39" affiliations="17">
			<name>T. Udelhoven</name>
		</author>
		<author numeration="40" affiliations="6">
			<name>S. van der Linden</name>
		</author>
		<author numeration="41" affiliations="11">
			<name>A. Zaldei</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Institute of Chemistry and Dynamics of the Geosphere, ICG-3: Phytosphere, Forschungszentrum Jülich, Leo-Brandt-Str., 52425 Jülich, Germany</affiliation>
		<affiliation numeration="2" content_type="html">IFAC-CNR, Istituto di Fisica Applicata &quot;Nello Carrara&quot;, Consiglio Nazionale delle Ricerche, via Madonna del Piano10, 50019, Sesto F. no, Firenze, Italy</affiliation>
		<affiliation numeration="3" content_type="html">Department of Earth Physics and Thermodynamics, University of Valencia, Dr Moliner, 50, 46100 Burjassot, Valencia, Spain</affiliation>
		<affiliation numeration="4" content_type="html">Laboratoire de Météorologie Dynamique, CNRS, Ecole Polytechnique, 91128 Palaiseau, France</affiliation>
		<affiliation numeration="5" content_type="html">Remote Sensing of Environmental Dynamics Lab., DISAT, University of Milan-Bicocca, Piazza della Scienza 1, 20126 Milano, Italy</affiliation>
		<affiliation numeration="6" content_type="html">Geomatics Lab, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany</affiliation>
		<affiliation numeration="7" content_type="html">Remote Sensing Laboratory. Instituto Nacional de Técnica Aeroespacial. Carr. de Ajalvir, km 4, 28850 Torrejón de Ardoz, Madrid, Spain</affiliation>
		<affiliation numeration="8" content_type="html">Global Change Unit, Imaging Processing Laboratory, University of Valencia, Pol. &quot;La Coma&quot;, s/n, 46980 Paterna, Valencia, Spain</affiliation>
		<affiliation numeration="9" content_type="html">Center for Remote Sensing of Land Surfaces (ZFL), University of Bonn, Walter-Flex-Strasse 3, 53113 Bonn, Germany</affiliation>
		<affiliation numeration="10" content_type="html">Max Planck Institute for Biogeochemistry, Hans Knoell Str. 10, 07745 Jena, Germany</affiliation>
		<affiliation numeration="11" content_type="html">11IBIMET-CNR, Instituto di Biometeorologia, Consiglia Nazionale delle Ricerche, Via G. Caproni 8, 50145 Firenze, Italy</affiliation>
		<affiliation numeration="12" content_type="html">Helmholtz Centre Potsdam, GFZ German Research Centre for Geosciences, Department 1 – Geodesy and Remote Sensing, Telegrafenberg, 14473 Potsdam, Germany</affiliation>
		<affiliation numeration="13" content_type="html">Laboratory of Plants Ecological Physiology, Division of Ecosystem Processes, Institute of Systems Biology and Ecology, Počíčí 3b, 60300 Brno, Czech Republic</affiliation>
		<affiliation numeration="14" content_type="html">Metair AG, Flugpaltzm, 8915 Hausen am Albis, Switzerland</affiliation>
		<affiliation numeration="15" content_type="html">Institute for Geophysics and Meteorology, University of Cologne, Kerpener Str. 13, 50937 Cologne, Germany</affiliation>
		<affiliation numeration="16" content_type="html">Remote Sensing Department, University of Trier, 54286 Trier, Germany</affiliation>
		<affiliation numeration="17" content_type="html">CRP-Gabriel Lippmann, Département &quot;Environnement et Agro-biotechnologies&quot;, Geomatic Platform, 41, rue du Brill, 4422 Belvaux, Luxembourg</affiliation>
	</affiliations>
	<abstract content_type="html">The CEFLES2 campaign during the Carbo Europe Regional Experiment Strategy
was designed to provide simultaneous airborne measurements of solar induced
fluorescence and CO&lt;sub&gt;2&lt;/sub&gt; fluxes. It was combined with extensive
ground-based quantification of leaf- and canopy-level processes in support
of ESA&apos;s Candidate Earth Explorer Mission of the &quot;Fluorescence Explorer&quot;
(FLEX). The aim of this campaign was to test if fluorescence signal detected
from an airborne platform can be used to improve estimates of plant mediated
exchange on the mesoscale. Canopy fluorescence was quantified from four
airborne platforms using a combination of novel sensors: (i) the prototype
airborne sensor AirFLEX quantified fluorescence in the oxygen A and B bands,
(ii) a hyperspectral spectrometer (ASD) measured reflectance along transects
during 12 day courses, (iii) spatially high resolution georeferenced
hyperspectral data cubes containing the whole optical spectrum and the
thermal region were gathered with an AHS sensor, and (iv) the first
employment of the high performance imaging spectrometer HYPER delivered
spatially explicit and multi-temporal transects across the whole region.
During three measurement periods in April, June and September 2007
structural, functional and radiometric characteristics of more than 20
different vegetation types in the Les Landes region, Southwest France, were
extensively characterized on the ground. The campaign concept focussed
especially on quantifying plant mediated exchange processes (photosynthetic
electron transport, CO&lt;sub&gt;2&lt;/sub&gt; uptake, evapotranspiration) and fluorescence
emission. The comparison between passive sun-induced fluorescence and active
laser-induced fluorescence was performed on a corn canopy in the daily cycle
and under desiccation stress. Both techniques show good agreement in
detecting stress induced fluorescence change at the 760 nm band. On the
large scale, airborne and ground-level measurements of fluorescence were
compared on several vegetation types supporting the scaling of this novel
remote sensing signal. The multi-scale design of the four airborne
radiometric measurements along with extensive ground activities fosters a
nested approach to quantify photosynthetic efficiency and gross primary
productivity (GPP) from passive fluorescence.</abstract>
	<references>
		<reference numeration="1" content_type="text"> % vor jede Referenz Alonso, L., Gómez-Chova, L., Vila-Francés, J., Amorós-López, J., Guanter, L., Calpe, J., and Moreno, J.: Improved Fraunhofer Line Discrimination method for vegetation fluorescence quantification., IEEE Geosci. Remote Sens., 5, 620–624, 2008. </reference>
		<reference numeration="2" content_type="text"> Bilger, W., Schreiber, U., and Bock, M.: Determination of the quantum efficiency of photosystem II and of non-photochemical quenching of chlorophyll fluorescence in the field, Oecologia, 102, 425–432, 1995. </reference>
		<reference numeration="3" content_type="text"> Buschmann, C.: Variability and application of the chlorophyll fluorescence emission ratio red/far-red of leaves, Photosynth. Res., 92, 261–271, 2007. </reference>
		<reference numeration="4" content_type="text"> Corp, L. A., Middleton, E. M., McMurtrey, J. E., Entcheva Campbell, P. K., and Butcher, L. M.: Fluorescence sensing techniques for vegetation assessment, Appl. Optics, 45, 1023–1033, 2006. </reference>
		<reference numeration="5" content_type="text"> Damm, A., Elbers, J., Erler, A., Gioli, B., Hamdi, K., Hutjes, R., Kosvancova, M., Meroni, M., Miglietta, F., Moersch, A., Moreno, J., Schickling, A., Sonnenschein, R., Udelhoven, T., van der Linden, S., van der Tol, C., Hostert, P., and Rascher, U.: Remote sensing of sun induced fluorescence to improve modelling of diurnal courses of gross primary productivity (GPP), Glob. Change Biol., doi:10.1111/j.1365-2486.2009.01908.x, 2009. </reference>
		<reference numeration="6" content_type="text"> Daumard, F., Goulas, Y., Ounis, A., Pedros, R., and Moya, I.: Atmospheric correction of airborne passive measurements of fluorescence, in: ISPMSRS07, Davos, Switzerland, 12–14 March 2007, P58, online available at: http://www.commission7.isprs.org/ispmsrs07/P58_Daumard_fluorescence.pdf, 2007. </reference>
		<reference numeration="7" content_type="text"> Evain, S., Camenen, L., and Moya, I.: Three channels detector for remote sensing of chlorophyll fluorescence and reflectance from vegetation, 8th international symposium: Physical measurements and signatures in remote sensing, Aussois, France, 395–400, 2001. </reference>
		<reference numeration="8" content_type="text"> Field, C. B., Randerson, J. T., and Malmstrom, C. M.: Global Net Primary Production – Combining ecology and remote sensing, Remote Sens. Environ., 51, 74–88, 1995. </reference>
		<reference numeration="9" content_type="text"> Flexas, J., Briantais, J.-M., Cerovic, Z. G., Medrano, H., and Moya, I.: Steady-state and maximum chlorophyll fluorescence responses to water stress in grapevine leaves: A new remote sensing system, Remote Sens. Environ., 73, 283–297, 2000. </reference>
		<reference numeration="10" content_type="text"> Flexas, J., Escalona, J. M., Evain, S., Gulias, J., Moya, I., Osmond, C. B., and Medrano, H.: Steady-state chlorophyll fluorescence ($\rm F_S$) measurements as a tool to follow variations of net CO&lt;sub&gt;2&lt;/sub&gt; assimilation and stomatal conductance during water-stress in C3 plants, Physiol. Plantarum, 114, 231–240, 2002. </reference>
		<reference numeration="11" content_type="text"> Gamon, J. A., J. Peñuelas, J., and Field, C. B.: A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency, Remote Sens. Environ., 41, 35–44, 1992. </reference>
		<reference numeration="12" content_type="text"> Goetz, S. J. and Prince, S. D.: Modelling terrestrial carbon exchange and storage: Evidence and implications of functional convergence in light-use efficiency, Adv. Ecol. Res., 28, 57–92, 1999. </reference>
		<reference numeration="13" content_type="text"> Gómez-Chova, L., Alonso, L., Amorós-López, J., Vila-Francés, J., del Valle-Tascón, S., Calpe, J., and Moreno, J.: Solar induced fluorescence measurements using a field spectroradiometer, Earth Observation For Vegetation Monitoring And Water Management, AIP Conference Proceedings, 274–281, 2006. </reference>
		<reference numeration="14" content_type="text"> Hilker, T., Coops, N. C., Wulder, M. A., Black, A. T., and Guy, R. D.: The use of remote sensing in light use efficiency based models of gross primary production: A review of currant status and future requirements, Sci. Total Environ., 404, 411–423, 2008. </reference>
		<reference numeration="15" content_type="text"> Kennedy, R. E., Cohen, W. B., and Takao, G.: Empirical methods to compensate for a view-angle-dependent brightness gradient in AVIRIS imagery, Remote Sens. Environ., 62, 277–291, 1997. </reference>
		<reference numeration="16" content_type="text"> 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 T. Geosci. Remote Sens., 43, 827–832, 2005. </reference>
		<reference numeration="17" content_type="text"> Louis, J., Ounis, A., Ducruet, J.-M., Evain, S., Laurila, T., Thum, T., Aurela, M., Wingsle, G., Alonso, L., Pedros, R., and Moya, I.: Remote sensing of sunlight-induced chlorophyll fluorescence and reflectance of Scots pine in the boreal forest during spring recovery, Remote Sens. Environ., 96, 37–48, 2005. </reference>
		<reference numeration="18" content_type="text"> Maier, S., Günther, K. P., and Stellmes, M.: Sun-Induced Fluorescence: A new Tool for Precision Farming, in: Digital Imaging and Spectral Techniques: Applications to Precision Agriculture and Crop Physiology, edited by: VanToai, R., Major, D., McDonald, M., Schepers, J., and Tarpley, L., ASA Special Publications, Madison, Wisconsin, USA, 209–222, 2003. </reference>
		<reference numeration="19" content_type="text"> Meroni, M. and Colombo, R.: Leaf level detection of solar induced chlorophyll fluorescence by means of a subnanometer resolution spectroradiometer, Remote Sens. Environ., 103, 438–448, 2006. </reference>
		<reference numeration="20" content_type="text"> Meroni, M., Picchi, V., Rossini, M., Cogliati, S., Panigada, C., Nali, C., Lorenzini, G., and Colombo, R.: Leaf level early assessment of ozone injuries by passive fluorescence and PRI, Int. J. Remote Sens., 29, 5409–5422, 2008. </reference>
		<reference numeration="21" content_type="text"> Meroni, M., Rossini, M., Guanter, L., Alonso, L., Rascher, U., Colombo, R., and Moreno, J.: Remote sensing of solar induced chlorophyll fluorescence: review of methods and applications, Remote Sens. Environ., doi:10.1016/j.rse.2009.05.003, in press, 2009. </reference>
		<reference numeration="22" content_type="text"> Middleton, E. M., Corp, L. A., and Entcheva Campbell, P. K.: Comparison of measurements and FluorMOD simulations for solar-induced chlorophyll fluorescence and reflectance of a corn crop under nitrogen treatments, Int. J. Remote Sens., 29, 5193–5213, 2008. </reference>
		<reference numeration="23" content_type="text"> Milton, E. J. and Rolling, E. M.: Estimating the irradiance spectrum from measurements in a limited number of spectral bands, Remote Sens. Environ., 100, 348–355, 2006. </reference>
		<reference numeration="24" content_type="text"> Monteith, J. L.: Solar-radiation and productivity in tropical ecosystems, J. Appl. Ecol., 9, 747–766, 1972. </reference>
		<reference numeration="25" content_type="text"> Monteith, J. L.: Climate and efficiency of crop production in Britain, Philos. T. Roy. Soc. B, 281, 277–294, 1977. </reference>
		<reference numeration="26" content_type="text"> Moya, I., Camenen, L., Latouche, G., Mauxion, C., Evain, S., and Cerovic, Z. G.: An instrument for the measurement of sunlight excited plant fluorescence, in: Photosynthesis: Mechanisms and Effects, edited by: Garab, G., Kluwer Academic Publishers, Dordrecht, The Netherlands, 4265–4270, 1999. </reference>
		<reference numeration="27" content_type="text"> Moya, I., Camenen, L., Evain, S., Goulas, Y., Cerovic, Z. G., Latouche, G., Flexas, J., and Ounis, A.: A new instrument for passive remote sensing. - 1. Measurements of sunlight-induced chlorophyll fluorescence, Remote Sens. Environ., 91, 186–197, 2004. </reference>
		<reference numeration="28" content_type="text"> Moya, I., Daumard, F., Moise, N., Ounis, A., and Goulas, Y.: First airborne multiwavelength passive chlorophyll fluorescence measurements over La Mancha (Spain) fields, in: 2nd International Symposium on Recent Advances in Quantitative Remote Sensing (RAQRS II), Torent, Spain, 25–29 September 2006, 820–825, online available at: http://www.uv.es/raqrs/index.pdf, 2006. </reference>
		<reference numeration="29" content_type="text"> Neininger, B.: A small aircraft for more than just ozone: Metair&apos;s &quot;Dimona&quot; after ten years of evolving development, Proceedings of the 11th Symposium on Meteorological Observations and Instrumentation, 81st AMS Annual Meeting, Albuquerque, NM, USA, 14–19 January 2001, 2001. </reference>
		<reference numeration="30" content_type="text"> Papageorgiou, G. C. and Govindjee: Chlorophyll a Fluorescence: A Signature of Photosynthesis, Advances in Photosynthesis and Respiration, 19, Kluwer Academic Publications, Dordrecht, The Netherlands, 2004. </reference>
		<reference numeration="31" content_type="text"> Pérez-Priego, O., Zarco-Tejada, P. J., Miller, J. R., Sepulcre-Cantó, G., and Fereres, E.: Detection of Water Stress in Orchard Trees with a High-Resolution Spectrometer through Chlorophyll Fluorescence in-filling of the O&lt;sub&gt;2&lt;/sub&gt;-A band, IEEE T. Geosci. Remote Sens., 43, 2759–2769, 2005. </reference>
		<reference numeration="32" content_type="text"> Pinty, B., Widlowski, J.-L., Gobron, N., Verstraete, M. M., and Diner, D. J.: Uniqueness of multiangular measurements –- Part I: An indicator of subpixel surface heterogeneity from MISR, IEEE T. Geosci. Remote Sens., 40, 1560–1573, 2002. </reference>
		<reference numeration="33" content_type="text"> Plascyk, J. A.: MK II Fraunhofer Line Dicsriminator (FLD-II) for airborne and orbital remote-sensing of solar-stimulated luminescence, Opt. Eng., 14, 339–346, 1975. </reference>
		<reference numeration="34" content_type="text"> Rascher, U., Liebig, M., and Lüttge, U.: Evaluation of instant light-response curves of chlorophyll-fluorescence parameters obtained with a portable chlorophyll fluorometer on site in the field, Plant, Cell Environ., 23, 1397–1405, 2000. </reference>
		<reference numeration="35" content_type="text"> Rascher, U. and Nedbal, L.: Dynamics of plant photosynthesis under fluctuating natural conditions, Curr. Opin. Plant Biol., 9, 671–678, 2006. </reference>
		<reference numeration="36" content_type="text"> Rascher, U.: FLEX – FLuorescence EXplorer: a remote sensing approach to quantify spatio-temporal variations of photosynthetic efficiency from space, Photosynth. Res., 91, 293–294, 2007. </reference>
		<reference numeration="37" content_type="text"> Running, S. W., Thornton, P. E., Nemani, R., and Glassey, J. M.: Global terrestrial gross and net primary productivity from the earth observing system, in: Methods in Ecosystem Science, edited by: Sala, O. E., Jackson, R. B., Mooney, H. A., and Howarth, R. W., Springer Verlag, New York, 44–57, 2000. </reference>
		<reference numeration="38" content_type="text"> Schiefer, S., Hostert, P., and Damm, A.: Correcting brightness gradients in hyperspectral data from urban areas, Remote Sens. Environ., 101, 25–37, 2006. </reference>
		<reference numeration="39" content_type="text"> Schmitgen, S., Geiß, H., Ciais, P., Neininger, B., Brunet, Y., Reichstein, M., Kley, D., and Volz-Thomas, A.: Carbon dioxide uptake of a forested region in southwest France derived from airborne CO&lt;sub&gt;2&lt;/sub&gt; and CO measurements in a quasi-Lagrangian experiment, J. Geophys. Res.-Atmos., 109(D14), D14302, D14302.1–D14302.15, 2004. </reference>
		<reference numeration="40" content_type="text"> Schulze, E. D. and Caldwell, M. M.: Ecophysiology of photosynthesis, Ecological Studies, Springer, Berlin, Heidelberg, Germany, 1994. </reference>
		<reference numeration="41" content_type="text"> Schurr, U., Walter, A., and Rascher, U.: Functional dynamics of plant growth and photosynthesis – from steady-state to dynamics – from homogeneity to heterogeneity, Plant Cell Environ., 29, 340–352, 2006. </reference>
		<reference numeration="42" content_type="text"> Turner, D. P., Ritts, W. D., Cohen, W. B., Gower, S. T., Zhao, M. S., Running, S. W., Wofsy, S. C., Urbanski, S., Dunn, A. L., and Munger, J. W.: Scaling Gross Primary Production (GPP) over boreal and deciduous forest landscapes in support of MODIS GPP product validation, Remote Sens. Environ., 88, 256–270, 2003a. </reference>
		<reference numeration="43" content_type="text"> Turner, D. P., Urbanski, S., Bremer, D., Wofsy, S. C., Meyers, T., Gower, S. T., and Gregory, M.: A cross-biome comparison of daily light use efficiency for gross primary production, Glob. Change Biol., 9, 383–395, 2003b. </reference>
	</references>
</article>
