Preprints
https://doi.org/10.5194/essd-2023-23
https://doi.org/10.5194/essd-2023-23
26 Jan 2023
 | 26 Jan 2023
Status: this preprint is currently under review for the journal ESSD.

Bio-optical properties of cyanobacterium Nodularia spumigena

Shungudzemwoyo P. Garaba, Michelle Albinus, Guido Bonthond, Sabine Flöder, Mario L. M. Miranda, Sven Rohde, Joanne Y. L. Yong, and Jochen Wollschläger

Abstract. In the last century an increasing number of extreme weather events have been experienced across the globe. These events have also been linked to changes in water quality especially due to heavy rains, flooding, or droughts. In terms of blue economic activities, one major threat are harmful algal bloom events that tend to be widespread and can last up to several days. We present and discuss advanced measurements of a bloom involving the cyanobacterium Nodularia spumigena conducted by hyperspectral optical technologies through experiments-of-opportunity. Absorption coefficients, absorbance and fluorescence were measured in the laboratory and these are available via (https://doi.org/10.4121/21610995.v1 (Wollschläger et al., 2022), https://doi.org/10.4121/21822051.v1 (Miranda et al., 2023) and https://doi.org/10.4121/21904632.v1 (Miranda and Garaba, 2023). Data used to derive the above-water reflectance is available via https://doi.org/10.4121/21814977.v1 (Garaba, 2023) and https://doi.org/10.4121/21814773.v1 (Garaba and Albinus, 2023). Additionally, hyperspectral fluorescence measurements of the dissolved compounds in the water were done. The hyperspectral measurements were conducted over a wide spectrum (200–2500 nm). Identification of the cyanobacterium was completed by visual analyses under a microscope. Diagnostic optical features were determined using robust statistical techniques. Water clarity was inferred from Secchi disk measurements https://doi.org/10.1594/PANGAEA.951239 (Garaba and Albinus, 2022). Full sequences were obtained of the 16S rRNA and rbcL genes revealing a very strong match to Nodularia spumigena, data available via GenBank https://www.ncbi.nlm.nih.gov/nuccore/OP918142/ (Garaba and Bonthond, 2022b) and https://www.ncbi.nlm.nih.gov/nuccore/OP925098 (Garaba and Bonthond, 2022a). The chlorophyll-a and phycocyanin levels determined are in open-access https://doi.org/10.4121/21792665.v1 (Rohde et al., 2023). Our experiments-of-opportunity echo the importance of sustainable, simplified, coordinated and continuous water quality monitoring as a way to thrive for the targets 2 set in the United Nations Sustainable Goals (e.g., Goals 6, 11, 12 and 14) or European Union Framework Directives (e.g. Water, Marine Strategy).

Shungudzemwoyo P. Garaba et al.

Status: open (extended)

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on essd-2023-23', Anonymous Referee #1, 21 Feb 2023 reply

Shungudzemwoyo P. Garaba et al.

Data sets

Secchi disk measurements during Nodularia spumigena bloom on Lake Bante in Wilhemshaven, Germany Garaba, S. P. and Albinus, M. https://doi.org/10.1594/PANGAEA.951239

Spectral radiance measurements during a Nodularia spumigena bloom event on Lake Bante in Wilhelmshaven, Germany Garaba, S. P. and Albinus, M. https://doi.org/10.4121/21814773.v1

Chlorophyll-a and phycocyanin concentrations from a Nodularia spumigena bloom event on Lake Bante in Wilhelmshaven, Germany Rohde, S., Albinus, M., and Garaba, S. P. https://doi.org/10.4121/21792665.v1

Wollschläger,Absorption measurements of Nodularia spumigena bloom from Lake Bante in Wilhelmshaven, Germany Wollschläger, J., Albinus, M., and Garaba, S. P. https://doi.org/10.4121/21610995.v1

Raw absorbance and fluorescence measurements of water samples during Nodularia spumigena bloom event on Lake Bante in Wilhelmshaven, Germany Miranda, M. L. M., Albinus, M., and Garaba, S. P. https://doi.org/10.4121/21822051.v1

Raw absorbance and fluorescence measurements of water samples during Nodularia spumigena 2021 bloom event on Lake Bante in Wilhelmshaven, Germany Miranda, M. L. M., and Garaba, S. P. https://doi.org/10.4121/21904632.v1

Nodularia spumigena 16S rRNA gene, environmental sample Lake Bante. Uncultured Nodularia sp. clone 1 16S ribosomal RNA gene, partial sequence Garaba, S. and Bonthond, G. https://www.ncbi.nlm.nih.gov/nuccore/OP918142

Uncultured Nodularia sp. clone Banta_env18 ribulose 1,5-biphosphate carboxylase large subunit (rbcL) gene, partial cds; chaperonin-like protein (rbcX) gene, complete cds; and ribulose 1,5-bisphosphate carboxylase small subunit (rbcS) gene, partial cds Garaba, S. and Bonthond, G. https://www.ncbi.nlm.nih.gov/nuccore/OP925098

Shungudzemwoyo P. Garaba et al.

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Short summary
We present a high quality dataset about a Nodularia spumigena bloom that has been re-occuring in the last few decades but little has been done to better document the events using advanced sensors. We also evaluate benefits of experiments-of-opportunity and highlight the limitations in obtaining an overview of the dynamics involved over space and time. Our dataset advances knowledge about the toxic algae and the dataset has potential value to future remote sensing algorithm development.