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Using reflectance to measure chlorophyll a in corals: calibration and implications of skeletal optical properties

datacite.subject.sdg14:Proteger a Vida Marinha
datacite.subject.sdg13:Ação Climática
datacite.subject.sdg09:Indústria, Inovação e Infraestruturas
dc.contributor.authorWatty, Kay
dc.contributor.authorSchoepf, Verena
dc.contributor.authorJohnson, Kelly W.
dc.contributor.authorLittke, Sophie
dc.contributor.authorZande, Rene M. van der
dc.date.accessioned2026-03-06T09:53:00Z
dc.date.available2026-03-06T09:53:00Z
dc.date.issued2026-02-17
dc.description.abstractClimate change-driven coral bleaching and associated chlorophyll (Chl) loss increasingly threaten coral reefs, highlighting the need for non-invasive, cost-effective tools to assess corals’ physiological condition. Researchers have explored the reflectance-based Normalized Difference Vegetation Index (NDVI) as a proxy for Chl a. However, almost no calibration curves exist to date; thus it remains unknown if the relationship between Chl a and NDVI differs among coral species, and whether it is influenced by skeletal optical properties. Here, we correlated Chl a content to NDVI in three coral species with different skeletal morphologies and reflectance modes across a range of health states (i.e., bleaching states). We found a strong positive relationship between Chl a and NDVI in all species, validating NDVI as a proxy for Chl a in corals. However, this relationship is non-linear, showing deviations at the highest and lowest ends of the pigmentation spectrum. We propose that in healthy states, this non-linearity is due to pigment self-shading, whereas in bleaching states, it is caused by backscattering of light by the increasingly exposed coral skeleton, because pigment loss enhances absorption by the remaining Chl a pigments and lowers, rather than increases, reflectance. To avoid Chl a under- or overestimation, we recommend to log-transform Chl a and create species-specific calibration curves. Overall, the non-invasive, repeatable, and scalable nature of reflectance measurements and NDVI make them valuable tools for assessing coral health both ex- and in situ. They provide a comprehensive view of the holobiont’s physiological condition and hold potential for broader applications in reef-scale monitoring, remote sensing, coral restoration, and conservation.eng
dc.identifier.doi10.1007/s00338-026-02831-0
dc.identifier.eissn1432-0975
dc.identifier.issn0722-4028
dc.identifier.urihttp://hdl.handle.net/10400.1/28347
dc.language.isoeng
dc.peerreviewedyes
dc.publisherSpringer
dc.relation.ispartofCoral Reefs
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectCoral bleaching
dc.subjectNDVI
dc.subjectReflectance
dc.subjectChlorophyll a
dc.subjectLight scattering
dc.subjectSymbiodiniaceae
dc.titleUsing reflectance to measure chlorophyll a in corals: calibration and implications of skeletal optical propertieseng
dc.typejournal article
dspace.entity.typePublication
oaire.citation.titleCoral Reefs
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameLittke
person.givenNameSophie
person.identifier.orcid0009-0000-7587-6865
relation.isAuthorOfPublication4667cb75-18f1-4e88-b361-095e2b8feec3
relation.isAuthorOfPublication.latestForDiscovery4667cb75-18f1-4e88-b361-095e2b8feec3

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