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Ground-based optical measurements at European flux sites: a review of methods, instruments and current controversies

Authors :
Manuela Balzarolo 1
Karen Anderson 2
Caroline Nichol 3
Micol Rossini 4
Loris Vescovo 5
Nicola Arriga 1
Georg Wohlfahrt 6
Jean-Christophe Calvet 7
Arnaud Carrara 8
Sofia Cerasoli 9
Sergio Cogliati 4
Fabrice Daumard 10
Lars Eklundh 11
Jan A. Elbers 12
Fatih Evrendilek 13
Rebecca N. Handcock 14
Joerg Kaduk 15
Katja Klumpp 16
Bernard Longdoz 17
Giorgio Matteucci 18
Michele Meroni 4
Lenoardo Montagnani 20
Jean-Marc Ourcival 22
Enrique P. Sánchez-Cañete 23
Jean-Yves Pontailler 24
Radoslaw Juszczak 25
Bob Scholes 26
M. Pilar Martín 27
DIBAF, University of Tuscia, Via S.C. de Lellis, 01100 Viterbo, Italy
Department of Geography, University of Exeter, Rennes Drive, Exeter, United Kingdom
School of Geosciences [Edinburgh]
University of Edinburgh
DISAT, University of Milan-Bicocca, piazza della Scienza 1, 20126 Milano, Italy
CRI, Fondazione E. Mach, Viote del Monte Bondone, Trento, Italy
Institut für Ökologie, Universität Innsbruck, Sternwartestr. 15, 6020 Innsbruck, Austria
Groupe d'étude de l'atmosphère météorologique (CNRM-GAME)
Institut national des sciences de l'Univers (INSU - CNRS)-Météo France-Centre National de la Recherche Scientifique (CNRS)
Fundacion CEAM, Parque Tecnologico, Calle C.R. Darwin, Paterna, SP-46980, Valencia, Spain
Forest Research Centre, School of Agriculture, Technical University of Lisbon, Tapada da Ajuda, 1349-017, Lisboa, Portugal
Laboratoire de Météorologie Dynamique (UMR 8539) (LMD)
Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-École des Ponts ParisTech (ENPC)-Centre National de la Recherche Scientifique (CNRS)-Département des Géosciences - ENS Paris
École normale supérieure - Paris (ENS Paris)-École normale supérieure - Paris (ENS Paris)
Department of Earth and Ecosystem Sciences [Lund]
Lund University [Lund]
Alterra, ESS-CC Group, PO Box 47, 6700 AA Wageningen, Netherlands
Department of Environmental Engineering, Abant Izzet Baysal University, Gölköy Campus, 14280 Bolu, Turkey
CSIRO, Private Bag 5, Wembley, WA, 6913, Australia
Department of Geography [Leicester]
University of Leicester
INRA, Grassland Ecosystem Research Unite, UR874, 63100 Clermont Ferrand, France
Ecologie et Ecophysiologie Forestières [devient SILVA en 2018] (EEF)
Institut National de la Recherche Agronomique (INRA)-Université de Lorraine (UL)
CNR, Institute for Agricultural and Forestry Systems in the Mediterranean, Via Cavour, 4-6 I-87036, Rende, Italy
JRC Institute for Environment and Sustainability (IES)
European Commission - Joint Research Centre [Ispra] (JRC)
Forest Services and Agency for the Environment, Autonomous Province of Bolzano, Bolzano, Italy
Faculty of Science and Technology, Free University of Bolzano, Bolzano, Italy
Centre d’Ecologie Fonctionnelle et Evolutive (CEFE)
Université Paul-Valéry - Montpellier 3 (UM3)-Institut National de la Recherche Agronomique (INRA)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-École pratique des hautes études (EPHE)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD [France-Sud])-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro)
Instituto de Astrofísica de Andalucía (IAA)
Consejo Superior de Investigaciones Científicas [Spain] (CSIC)
Laboratoire d'Ecologie Végétale, Université Paris Sud-Orsay, CNRS URA 1492 Bât. 362, 91405 Orsay Cedex, France
Dept. of Meteorology, Poznan University of Life Sciences, Piatkowska 94, 60-649 Poznan, Poland
CSIR, Ecosystem Processes and Dynamics, PO Box 395, 0001 Pretoria, South Africa
Centro de Ciencias Humanas y Sociales (CCHS)
Balzarolo, Manuela
University of Exeter
Università degli Studi di Milano-Bicocca = University of Milano-Bicocca (UNIMIB)
Centre national de recherches météorologiques (CNRM)
Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP)
Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales [Toulouse] (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales [Toulouse] (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France -Centre National de la Recherche Scientifique (CNRS)
École normale supérieure - Paris (ENS-PSL)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-École normale supérieure - Paris (ENS-PSL)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)
Unité de recherche sur l'Ecosystème Prairial (UREP)
Institut National de la Recherche Agronomique (INRA)
Université Paul-Valéry - Montpellier 3 (UPVM)-Institut National de la Recherche Agronomique (INRA)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-École Pratique des Hautes Études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD [France-Sud])-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro)
Consejo Superior de Investigaciones Científicas [Madrid] (CSIC)
Council for Scientific and Industrial Research [Pretoria] (CSIR)
Fundación Centro de Estudios Ambientales del Mediterráneo
University of Innsbruck
Austrian Science Fund
Tyrolean Science Fund
Natural Environment Research Council (UK)
European Commission
European Cooperation in Science and Technology
Martín, M. Pilar [0000-0002-5563-8461]
Balzarolo, Manuela [0000-0002-7888-1501]
Rossini, Micol [0000-0002-6052-3140]
Arriga, Nicola [0000-0001-5321-3497]
Carrara, Arnaud [0000-0002-9095-8807]
Cerasoli, Sofia [0000-0002-9118-193X]
Eklundh, Lars [0000-0001-7644-6517]
Elbers, Jan A. [0000-0002-0631-3505]
Handcock, Rebecca N. [0000-0001-5903-6620]
Sánchez-Cañete, Enrique P. [0000-0003-0482-6726]
Juszczak, Radoslaw [0000-0002-5212-7383]
Università degli Studi di Milano-Bicocca [Milano] (UNIMIB)
Département des Géosciences - ENS Paris
École normale supérieure - Paris (ENS Paris)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-École normale supérieure - Paris (ENS Paris)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-École des Ponts ParisTech (ENPC)-École polytechnique (X)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)
Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-École pratique des hautes études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut National de la Recherche Agronomique (INRA)-Université Paul-Valéry - Montpellier 3 (UPVM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro)
Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut de Recherche pour le Développement (IRD [France-Sud])
Balzarolo, M
Anderson, K
Nichol, C
Rossini, M
Vescovo, L
Arriga, N
Wohlfahrt, G
Calvet, J
Carrara, A
Cerasoli, S
Cogliati, S
Daumard, F
Eklundh, L
Elbers, J
Evrendilek, F
Handcock, R
Kaduk, J
Klumpp, K
Longdoz, B
Matteucci, G
Meroni, M
Montagnani, L
Ourcival, J
Sanchez Canete, E
Pontailler, J
Juszczak, R
Scholes, B
Martin, M
Martín, M. Pilar
Rossini, Micol
Arriga, Nicola
Carrara, Arnaud
Cerasoli, Sofia
Eklundh, Lars
Elbers, Jan A.
Handcock, Rebecca N.
Sánchez-Cañete, Enrique P.
Juszczak, Radoslaw
Source :
Sensors, Sensors, MDPI, 2011, 11 (8), pp.7954-7981. ⟨10.3390/s110807954 ⟩, Sensors 8 (11), 7954-7981. (2011), Sensors, 2011, 11 (8), pp.7954-7981. ⟨10.3390/s110807954⟩, Digital.CSIC. Repositorio Institucional del CSIC, instname, Sensors (Basel) (2011): 7954–7981. doi:10.3390/s11087954, info:cnr-pdr/source/autori:Manuela Balzarolo 1,*, Karen Anderson 2, Caroline Nichol 3, Micol Rossini 4, Loris Vescovo 5, Nicola Arriga 1, Georg Wohlfahrt 6, Jean-Christophe Calvet 7, Arnaud Carrara 8, Sofia Cerasoli 9, Sergio Cogliati 4, Fabrice Daumard 10, Lars Eklundh 11, Jan A. Elbers 12, Fatih Evrendilek 13, Rebecca N. Handcock 14, Joerg Kaduk 15, Katja Klumpp 16, Bernard Longdoz 17, Giorgio Matteucci 18, Michele Meroni 4,19, Lenoardo Montagnani 20,21, Jean-Marc Ourcival 22, Enrique P. Sánchez-Cañete 23, Jean-Yves Pontailler 24, Radoslaw Juszczak 25, Bob Scholes 26 and M. Pilar Martín 27/titolo:Ground-based optical measurements at European flux sites: a review of methods, instruments and current controversies/doi:10.3390%2Fs11087954/rivista:Sensors (Basel)/anno:2011/pagina_da:7954/pagina_a:7981/intervallo_pagine:7954–7981/volume, Sensors, MDPI, 2011, 11 (8), pp.7954-7981. ⟨10.3390/s110807954⟩, Sensors, Vol 11, Iss 8, Pp 7954-7981 (2011), Sensors (Basel, Switzerland), Balzarolo, M, Anderson, K, Nichol, C, Rossini, M, Vescovo, L, Arriga, N, Wohlfahrt, G, Calvet, J-C, Carrara, A, Cerasoli, S, Cogliati, S, Daumard, F, Eklundh, L, Elbers, J A, Evrendilek, F, Handcock, R N, Kaduk, J, Klumpp, K, Longdoz, B, Matteucci, G, Meroni, M, Montagnani, L, Ourcival, J-M, Sanchez-Canete, E P, Pontailler, J-Y, Juszczak, R, Scholes, B & Pilar Martin, M 2011, ' Ground-Based Optical Measurements at European Flux Sites: A Review of Methods, Instruments and Current Controversies ', Sensors, vol. 11, no. 8, pp. 7954-7981 . https://doi.org/10.3390/s110807954
Publication Year :
2011
Publisher :
MDPI AG, 2011.

Abstract

This paper reviews the currently available optical sensors, their limitations and opportunities for deployment at Eddy Covariance (EC) sites in Europe. This review is based on the results obtained from an online survey designed and disseminated by the Co-cooperation in Science and Technology (COST) Action ESO903—“Spectral Sampling Tools for Vegetation Biophysical Parameters and Flux Measurements in Europe” that provided a complete view on spectral sampling activities carried out within the different research teams in European countries. The results have highlighted that a wide variety of optical sensors are in use at flux sites across Europe, and responses further demonstrated that users were not always fully aware of the key issues underpinning repeatability and the reproducibility of their spectral measurements. The key findings of this survey point towards the need for greater awareness of the need for standardisation and development of a common protocol of optical sampling at the European EC sites.<br />This work was supported by the EU COST Office in the framework of the Action ES0903. C.Nichol’s project on spectral sensing is funded through a UK Natural Environment Research Council standard grant (NE/F017294/1). G.W. acknowledges financial support by the Austrian National Science Fund and the Tyrolean Science Fund through grants P17560-B16 and P19849-B16 and Uni-404/33 and Uni-404/486, respectively, as well as the University of Innsbruck. A.C. acknowledges financial support provide to Foundation CEAM by the programs CONSOLIDER- INGENIO 2010 (GRACCIE), and CARBORED-II (CGL2010-22193-C04-01).

Subjects

Subjects :
Optics and Photonics
Time Factors
Light
010504 meteorology & atmospheric sciences
Computer science
Climate
Cost-Benefit Analysis
International Cooperation
resolution ndvi
0211 other engineering and technologies
standardisation
Review
02 engineering and technology
lcsh:Chemical technology
spectral reflectance
sensors
7. Clean energy
01 natural sciences
Biochemistry
Analytical Chemistry
european flux networks
protocol standardization
optical measurements
vegetation indexes
co2 fluxes
photosynthetic efficiency
ndvi measurements
carbon dioxide
ecosystem
calibration
validation
CARBON-DIOXIDE
sensor
Surveys and Questionnaires
Environmental monitoring
lcsh:TP1-1185
Instrumentation
protocole
[PHYS.PHYS.PHYS-OPTICS]Physics [physics]/Physics [physics]/Optics [physics.optics]
efficience photosynthétique
Sampling (statistics)
NDVI MEASUREMENTS
Atomic and Molecular Physics, and Optics
Variety (cybernetics)
Europe
indice de végétation
Protocol standardisation
European flux networks
Environmental Monitoring
Underpinning
Conservation of Natural Resources
PHOTOSYNTHETIC EFFICIENCY
Climate Change
Eddy covariance
Biophysics
Climate change
[SDU.STU]Sciences of the Universe [physics]/Earth Sciences
protocol standardisation
Optical measurements
écosystème
VALIDATION
dioxyde de carbone
Settore BIO/07 - ECOLOGIA
optical measurement
Electrical and Electronic Engineering
Radiometry
SPECTRAL REFLECTANCE
Remote sensing
021101 geological & geomatics engineering
0105 earth and related environmental sciences
Protocol (science)
FOOTPRINT
Electronic Data Processing
VEGETATION INDEXES
CO2 FLUXES
Sensors
mesure optique
flux de co2
Reproducibility of Results
Data science
reflectance spectrale
GEO/10 - GEOFISICA DELLA TERRA SOLIDA
Software deployment
Autre (Sciences de l'ingénieur)
capteur
ndvi
RESOLUTION NDVI
ECOSYSTEM

Details

Language :
English
ISSN :
14248220
Database :
OpenAIRE
Journal :
Sensors, Sensors, MDPI, 2011, 11 (8), pp.7954-7981. ⟨10.3390/s110807954 ⟩, Sensors 8 (11), 7954-7981. (2011), Sensors, 2011, 11 (8), pp.7954-7981. ⟨10.3390/s110807954⟩, Digital.CSIC. Repositorio Institucional del CSIC, instname, Sensors (Basel) (2011): 7954–7981. doi:10.3390/s11087954, info:cnr-pdr/source/autori:Manuela Balzarolo 1,*, Karen Anderson 2, Caroline Nichol 3, Micol Rossini 4, Loris Vescovo 5, Nicola Arriga 1, Georg Wohlfahrt 6, Jean-Christophe Calvet 7, Arnaud Carrara 8, Sofia Cerasoli 9, Sergio Cogliati 4, Fabrice Daumard 10, Lars Eklundh 11, Jan A. Elbers 12, Fatih Evrendilek 13, Rebecca N. Handcock 14, Joerg Kaduk 15, Katja Klumpp 16, Bernard Longdoz 17, Giorgio Matteucci 18, Michele Meroni 4,19, Lenoardo Montagnani 20,21, Jean-Marc Ourcival 22, Enrique P. Sánchez-Cañete 23, Jean-Yves Pontailler 24, Radoslaw Juszczak 25, Bob Scholes 26 and M. Pilar Martín 27/titolo:Ground-based optical measurements at European flux sites: a review of methods, instruments and current controversies/doi:10.3390%2Fs11087954/rivista:Sensors (Basel)/anno:2011/pagina_da:7954/pagina_a:7981/intervallo_pagine:7954–7981/volume, Sensors, MDPI, 2011, 11 (8), pp.7954-7981. ⟨10.3390/s110807954⟩, Sensors, Vol 11, Iss 8, Pp 7954-7981 (2011), Sensors (Basel, Switzerland), Balzarolo, M, Anderson, K, Nichol, C, Rossini, M, Vescovo, L, Arriga, N, Wohlfahrt, G, Calvet, J-C, Carrara, A, Cerasoli, S, Cogliati, S, Daumard, F, Eklundh, L, Elbers, J A, Evrendilek, F, Handcock, R N, Kaduk, J, Klumpp, K, Longdoz, B, Matteucci, G, Meroni, M, Montagnani, L, Ourcival, J-M, Sanchez-Canete, E P, Pontailler, J-Y, Juszczak, R, Scholes, B & Pilar Martin, M 2011, ' Ground-Based Optical Measurements at European Flux Sites: A Review of Methods, Instruments and Current Controversies ', Sensors, vol. 11, no. 8, pp. 7954-7981 . https://doi.org/10.3390/s110807954
Accession number :
edsair.doi.dedup.....4880cae296fe46918b03d4403ab47aac
Full Text :
https://doi.org/10.3390/s110807954