Halophyte bio-optical phenotyping: A Multivariate Photochemical Pressure Index (Multi-PPI) to classify salt marsh anthropogenic pressures levels

Research output: Contribution to journalArticleResearchpeer review

Authors

  • Ricardo Cruz de Carvalho
  • E Feijão
  • Elia Angus Kletschkus
  • J.C. Marques
  • P. Reis-Santos
  • V.F. Fonseca
  • Jutta Papenbrock
  • I. Caçador.
  • Bernardo Duarte

Research Organisations

External Research Organisations

  • Universidade de Lisboa
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Details

Original languageEnglish
Article number106816
JournalEcological Indicators
Volume119
Issue number106816
Early online date11 Aug 2020
Publication statusPublished - Dec 2020

Abstract

Salt marsh ecosystems are extremely impacted by human activities whilst also acting as sinks of contaminants such as heavy metals. Halophytic plant species can survive and thrive in estuarine and coastal areas with higher salt conditions that are generally not favourable to most plants. Halophyte distribution and abundance clearly relate to anthropogenic pressure levels and thus the impact of heavy metals needs to be rapidly assessed and monitored in a fast-developing world. To assess and manage this impact the search for suitable and efficient biomarkers is of great importance, aiming to produce a clear picture of environmental quality. The present work aimed to evaluate the application of optical tools, like non-invasive chlorophyll a pulse amplitude modulated (PAM) fluorometry, in four halophytic species (Halimione portulacoides, Sarcocornia fruticosa, Spartina maritima and Spartina patens), from three salt marshes of the Tagus estuary with different degrees of contamination, to investigate biomarkers for inclusion in a Multivariate Photochemical Pressure Index (Multi-PPI) destined for ecological quality assessment. The application of this index allowed to distinguish between less (Alcochete) and more (Rosário and Seixal) heavy metal contaminated salt marshes. This was observed particularly for S. maritima, in which Multi-PPI was lower for the higher contaminated sites, albeit this pattern was similarly observed in S. patens and S. fruticosa. On the other hand, the Multi-PPI index for H. portulacoides, a phytoextractor species, increased with the contamination gradient along the three salt marshes, and therefore this strategy should be considered when applying this index. Therefore, since these species are well represented in the Mediterranean, the use of optical tools to generate an easy fast index will have a great impact on the future of transitional ecosystem pollution impact assessments as well as in ecotoxicology research.

Keywords

    Bio-optical tools, Bioaccumulation, Biomarkers, Contamination, Ecotoxicology

ASJC Scopus subject areas

Cite this

Halophyte bio-optical phenotyping: A Multivariate Photochemical Pressure Index (Multi-PPI) to classify salt marsh anthropogenic pressures levels. / Cruz de Carvalho, Ricardo; Feijão, E; Kletschkus, Elia Angus et al.
In: Ecological Indicators, Vol. 119, No. 106816, 106816, 12.2020.

Research output: Contribution to journalArticleResearchpeer review

Cruz de Carvalho, R, Feijão, E, Kletschkus, EA, Marques, JC, Reis-Santos, P, Fonseca, VF, Papenbrock, J, Caçador., I & Duarte, B 2020, 'Halophyte bio-optical phenotyping: A Multivariate Photochemical Pressure Index (Multi-PPI) to classify salt marsh anthropogenic pressures levels', Ecological Indicators, vol. 119, no. 106816, 106816. https://doi.org/10.1016/j.ecolind.2020.106816
Cruz de Carvalho, R., Feijão, E., Kletschkus, E. A., Marques, J. C., Reis-Santos, P., Fonseca, V. F., Papenbrock, J., Caçador., I., & Duarte, B. (2020). Halophyte bio-optical phenotyping: A Multivariate Photochemical Pressure Index (Multi-PPI) to classify salt marsh anthropogenic pressures levels. Ecological Indicators, 119(106816), Article 106816. https://doi.org/10.1016/j.ecolind.2020.106816
Cruz de Carvalho R, Feijão E, Kletschkus EA, Marques JC, Reis-Santos P, Fonseca VF et al. Halophyte bio-optical phenotyping: A Multivariate Photochemical Pressure Index (Multi-PPI) to classify salt marsh anthropogenic pressures levels. Ecological Indicators. 2020 Dec;119(106816):106816. Epub 2020 Aug 11. doi: 10.1016/j.ecolind.2020.106816
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@article{268d3eb298a64909a16535b08da743ec,
title = "Halophyte bio-optical phenotyping: A Multivariate Photochemical Pressure Index (Multi-PPI) to classify salt marsh anthropogenic pressures levels",
abstract = "Salt marsh ecosystems are extremely impacted by human activities whilst also acting as sinks of contaminants such as heavy metals. Halophytic plant species can survive and thrive in estuarine and coastal areas with higher salt conditions that are generally not favourable to most plants. Halophyte distribution and abundance clearly relate to anthropogenic pressure levels and thus the impact of heavy metals needs to be rapidly assessed and monitored in a fast-developing world. To assess and manage this impact the search for suitable and efficient biomarkers is of great importance, aiming to produce a clear picture of environmental quality. The present work aimed to evaluate the application of optical tools, like non-invasive chlorophyll a pulse amplitude modulated (PAM) fluorometry, in four halophytic species (Halimione portulacoides, Sarcocornia fruticosa, Spartina maritima and Spartina patens), from three salt marshes of the Tagus estuary with different degrees of contamination, to investigate biomarkers for inclusion in a Multivariate Photochemical Pressure Index (Multi-PPI) destined for ecological quality assessment. The application of this index allowed to distinguish between less (Alcochete) and more (Ros{\'a}rio and Seixal) heavy metal contaminated salt marshes. This was observed particularly for S. maritima, in which Multi-PPI was lower for the higher contaminated sites, albeit this pattern was similarly observed in S. patens and S. fruticosa. On the other hand, the Multi-PPI index for H. portulacoides, a phytoextractor species, increased with the contamination gradient along the three salt marshes, and therefore this strategy should be considered when applying this index. Therefore, since these species are well represented in the Mediterranean, the use of optical tools to generate an easy fast index will have a great impact on the future of transitional ecosystem pollution impact assessments as well as in ecotoxicology research.",
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author = "{Cruz de Carvalho}, Ricardo and E Feij{\~a}o and Kletschkus, {Elia Angus} and J.C. Marques and P. Reis-Santos and V.F. Fonseca and Jutta Papenbrock and I. Ca{\c c}ador. and Bernardo Duarte",
note = "Funding information: The authors would like to thank Funda{\c c}{\~a}o para a Ci{\^e}ncia e a Tecnologia (FCT) for funding the research via project grants PTDC/ CTA - AMB / 30056/2017 (OPTOX), UID/MAR/04292/2019 . The authors would also like thank to the MAR2020 program through the project RESTAURA2020 ( 16-01-04-FMP-0014 ). Additionally, the authors would also like to thank FCT- DAAD bilateral action EcoHalCon (Project reference 57397247 ). B. Duarte and V. Fonseca were supported by investigation contracts ( CEECIND/00511/2017 and DL57/2016/CP1479/CT0024). P. Reis-Santos was supported by FCT through a postdoctoral grant ( SFRH/BPD/95784/2013 ). The authors would like to thank Funda??o para a Ci?ncia e a Tecnologia (FCT) for funding the research via project grants PTDC/CTA-AMB/30056/2017 (OPTOX), UID/MAR/04292/2019. The authors would also like thank to the MAR2020 program through the project RESTAURA2020 (16-01-04-FMP-0014). Additionally, the authors would also like to thank FCT-DAAD bilateral action EcoHalCon (Project reference 57397247). B. Duarte and V. Fonseca were supported by investigation contracts (CEECIND/00511/2017 and DL57/2016/CP1479/CT0024). P. Reis-Santos was supported by FCT through a postdoctoral grant (SFRH/BPD/95784/2013).",
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Download

TY - JOUR

T1 - Halophyte bio-optical phenotyping

T2 - A Multivariate Photochemical Pressure Index (Multi-PPI) to classify salt marsh anthropogenic pressures levels

AU - Cruz de Carvalho, Ricardo

AU - Feijão, E

AU - Kletschkus, Elia Angus

AU - Marques, J.C.

AU - Reis-Santos, P.

AU - Fonseca, V.F.

AU - Papenbrock, Jutta

AU - Caçador., I.

AU - Duarte, Bernardo

N1 - Funding information: The authors would like to thank Fundação para a Ciência e a Tecnologia (FCT) for funding the research via project grants PTDC/ CTA - AMB / 30056/2017 (OPTOX), UID/MAR/04292/2019 . The authors would also like thank to the MAR2020 program through the project RESTAURA2020 ( 16-01-04-FMP-0014 ). Additionally, the authors would also like to thank FCT- DAAD bilateral action EcoHalCon (Project reference 57397247 ). B. Duarte and V. Fonseca were supported by investigation contracts ( CEECIND/00511/2017 and DL57/2016/CP1479/CT0024). P. Reis-Santos was supported by FCT through a postdoctoral grant ( SFRH/BPD/95784/2013 ). The authors would like to thank Funda??o para a Ci?ncia e a Tecnologia (FCT) for funding the research via project grants PTDC/CTA-AMB/30056/2017 (OPTOX), UID/MAR/04292/2019. The authors would also like thank to the MAR2020 program through the project RESTAURA2020 (16-01-04-FMP-0014). Additionally, the authors would also like to thank FCT-DAAD bilateral action EcoHalCon (Project reference 57397247). B. Duarte and V. Fonseca were supported by investigation contracts (CEECIND/00511/2017 and DL57/2016/CP1479/CT0024). P. Reis-Santos was supported by FCT through a postdoctoral grant (SFRH/BPD/95784/2013).

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N2 - Salt marsh ecosystems are extremely impacted by human activities whilst also acting as sinks of contaminants such as heavy metals. Halophytic plant species can survive and thrive in estuarine and coastal areas with higher salt conditions that are generally not favourable to most plants. Halophyte distribution and abundance clearly relate to anthropogenic pressure levels and thus the impact of heavy metals needs to be rapidly assessed and monitored in a fast-developing world. To assess and manage this impact the search for suitable and efficient biomarkers is of great importance, aiming to produce a clear picture of environmental quality. The present work aimed to evaluate the application of optical tools, like non-invasive chlorophyll a pulse amplitude modulated (PAM) fluorometry, in four halophytic species (Halimione portulacoides, Sarcocornia fruticosa, Spartina maritima and Spartina patens), from three salt marshes of the Tagus estuary with different degrees of contamination, to investigate biomarkers for inclusion in a Multivariate Photochemical Pressure Index (Multi-PPI) destined for ecological quality assessment. The application of this index allowed to distinguish between less (Alcochete) and more (Rosário and Seixal) heavy metal contaminated salt marshes. This was observed particularly for S. maritima, in which Multi-PPI was lower for the higher contaminated sites, albeit this pattern was similarly observed in S. patens and S. fruticosa. On the other hand, the Multi-PPI index for H. portulacoides, a phytoextractor species, increased with the contamination gradient along the three salt marshes, and therefore this strategy should be considered when applying this index. Therefore, since these species are well represented in the Mediterranean, the use of optical tools to generate an easy fast index will have a great impact on the future of transitional ecosystem pollution impact assessments as well as in ecotoxicology research.

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