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Hyperspectral Reflectance and Fluorescence Imaging to Detect Scab Induced Stress in Apple Leaves
Indexado
WoS WOS:000208401000012
Scopus SCOPUS_ID:79955574240
DOI 10.3390/RS1040858
Año 2009
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



Apple scab causes significant losses in the production of this fruit. A timely and more site-specific monitoring and spraying of the disease could reduce the number of applications of fungicides in the fruit industry. The aim of this leaf-scale study therefore lies in the early detection of apple scab infections in a non-invasive and non-destructive way. In order to attain this objective, fluorescence-and hyperspectral imaging techniques were used. An experiment was conducted under controlled environmental conditions, linking hyperspectral reflectance and fluorescence imaging measurements to scab infection symptoms in a susceptible apple cultivar (Malus x domestica Borkh. cv. Braeburn). Plant stress was induced by inoculation of the apple plants with scab spores. The quantum efficiency of Photosystem II (PSII) photochemistry was derived from fluorescence images of leaves under light adapted conditions. Leaves inoculated with scab spores were expected to have lower PSII quantum efficiency than control (mock) leaves. However, besides scab-induced, also immature leaves exhibited low PSII quantum efficiency. Therefore, this study recommends the simultaneous use of fluorescence imaging and hyperspectral techniques. A shortwave infrared narrow-waveband ratio index (R-1480/R-2135) is presented in this paper as a promising tool to identify scab stress before symptoms become visible to the naked eye. Low PSII quantum efficiency attended by low narrow waveband R-1480/R-2135 index values points out scab stress in an early stage. Apparent high PSII quantum efficiency together with high overall reflectance in VIS and SWIR spectral domains indicate a severe, well-developed scab infection.

Revista



Revista ISSN
Remote Sensing 2072-4292

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Disciplinas de Investigación



WOS
Remote Sensing
Scopus
Earth And Planetary Sciences (All)
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Verstraeten, W. Hombre Flemish Inst Technol Res - Bélgica
Katholieke Univ Leuven - Bélgica
KU Leuven - Bélgica
2 Auwerkerken, Annemarie Mujer Katholieke Univ Leuven - Bélgica
KU Leuven - Bélgica
3 Verstraeten, W. Hombre Flemish Inst Technol Res - Bélgica
Katholieke Univ Leuven - Bélgica
KU Leuven - Bélgica
4 Somers, Ben - Katholieke Univ Leuven - Bélgica
KU Leuven - Bélgica
5 Valcke, Roland Hombre Hasselt Univ - Bélgica
Universiteit Hasselt - Bélgica
6 Lhermitte, Stef Hombre Universidad de la Serena - Chile
7 Keulemans, Johan Hombre Katholieke Univ Leuven - Bélgica
KU Leuven - Bélgica
8 Coppin, Pol - Katholieke Univ Leuven - Bélgica
KU Leuven - Bélgica

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Financiamiento



Fuente
Katholieke Universiteit Leuven, Department of Biosystems (Stephanie Delalieux)
Flemish Institute for Innovation, Science and Technology-IWT (Annemarie Auwerkerken)

Muestra la fuente de financiamiento declarada en la publicación.

Agradecimientos



Agradecimiento
This project was funded by the Katholieke Universiteit Leuven, Department of Biosystems (Stephanie Delalieux) and the Flemish Institute for Innovation, Science and Technology-IWT (Annemarie Auwerkerken). The authors further would like to acknowledge Pieter Vandenbempt and Lieve Vanhoucke for helping gathering the data. We extend our gratitude to the Joint Research Centre of the European Commission (Ispra, Italy) for providing free access to their LOPEX database.

Muestra la fuente de financiamiento declarada en la publicación.