Development of novel diatom metrics to assess ecological status of phytobenthos in Greek lakes. (March 2023)
- Record Type:
- Journal Article
- Title:
- Development of novel diatom metrics to assess ecological status of phytobenthos in Greek lakes. (March 2023)
- Main Title:
- Development of novel diatom metrics to assess ecological status of phytobenthos in Greek lakes
- Authors:
- Kelly, Martyn
Juggins, Steve
Moschandreou, Kimon
Kemitzoglou, Dimitra
Tsiaoussi, Vasiliki - Abstract:
- Highlights: A new diatom-based metric for ecological assessment in Mediterranean lakes. Rescaling algorithm to optimise existing metric for local conditions. Need to assess nutrients and salinity simultaneously in Mediterranean lakes. Draw on Water Framework Directive knowledge base to set reference conditions and class boundaries. Abstract: Mediterranean lakes present particular challenges when developing ecological assessment techniques, due partly to long histories of human activity in their catchments but also to strong interactions with climate, intensifying in recent decades due to global warming. A survey of diatoms in lakes in Greece revealed both a strong nutrient gradient and a salinity gradient. It is necessary to disentangle these when assessing ecological status in order that appropriate measures for restoring good ecological status are applied. Two approaches were used to develop a Water Framework Directive-compatible metric for assessing ecological status using diatoms. The strongest relationship was obtained using weighted averaging, but an alternative metric, generated by rescaling a well-established and widely used diatom metric performed only slightly less well. The limited number of lakes in Greece resulted in a small dataset, creating a risk of overfitting models and the rescaled metric has the advantage of drawing on a broader autecological knowledge base. Supplementary metrics to evaluate salinity are also proposed in order to ensure that lakes subjectHighlights: A new diatom-based metric for ecological assessment in Mediterranean lakes. Rescaling algorithm to optimise existing metric for local conditions. Need to assess nutrients and salinity simultaneously in Mediterranean lakes. Draw on Water Framework Directive knowledge base to set reference conditions and class boundaries. Abstract: Mediterranean lakes present particular challenges when developing ecological assessment techniques, due partly to long histories of human activity in their catchments but also to strong interactions with climate, intensifying in recent decades due to global warming. A survey of diatoms in lakes in Greece revealed both a strong nutrient gradient and a salinity gradient. It is necessary to disentangle these when assessing ecological status in order that appropriate measures for restoring good ecological status are applied. Two approaches were used to develop a Water Framework Directive-compatible metric for assessing ecological status using diatoms. The strongest relationship was obtained using weighted averaging, but an alternative metric, generated by rescaling a well-established and widely used diatom metric performed only slightly less well. The limited number of lakes in Greece resulted in a small dataset, creating a risk of overfitting models and the rescaled metric has the advantage of drawing on a broader autecological knowledge base. Supplementary metrics to evaluate salinity are also proposed in order to ensure that lakes subject to this pressure are clearly differentiated from those where nutrient impacts predominate. Approaches to defining reference conditions and status class boundaries draw on established criteria developed for Water Framework Assessments in Europe to ensure that status assessments in Greece reflect similar levels of ambition to those established elsewhere in the European Union. … (more)
- Is Part Of:
- Ecological indicators. Volume 147(2023)
- Journal:
- Ecological indicators
- Issue:
- Volume 147(2023)
- Issue Display:
- Volume 147, Issue 2023 (2023)
- Year:
- 2023
- Volume:
- 147
- Issue:
- 2023
- Issue Sort Value:
- 2023-0147-2023-0000
- Page Start:
- Page End:
- Publication Date:
- 2023-03
- Subjects:
- Diatoms -- Lakes -- Water Framework Directive -- Mediterranean -- Phytobenthos
Environmental monitoring -- Periodicals
Environmental management -- Periodicals
Environmental impact analysis -- Periodicals
Environmental risk assessment -- Periodicals
Sustainable development -- Periodicals
333.71405 - Journal URLs:
- http://www.sciencedirect.com/science/journal/1470160X/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.ecolind.2023.109974 ↗
- Languages:
- English
- ISSNs:
- 1470-160X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3648.877200
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 26000.xml