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A platform for research: civil engineering, architecture and urbanism
Coastal marine eutrophication assessment: A review on data analysis
Abstract A wide variety of data analysis techniques have been applied for quantitative assessment of coastal marine eutrophication. Indicators for assessing eutrophication and frequency distributions have been used to develop scales for characterizing oligotrophy and eutrophication. Numerical classification has also contributed to the assessment of eutrophic trends by grouping sampling sites of similar trophic conditions. Applications of eutrophication assessment based on Principal Component Analysis and Multidimensional Scaling have also been carried out. In addition, the rapid development of Geographical Information Systems has provided the framework for applications of spatial methods and mapping techniques on eutrophication studies. Satellite data have also contributed to eutrophication assessment especially at large scale. Multiple criteria analysis methods can integrate eutrophication variables together with socio-economic parameters providing a holistic approach particularly useful to policy makers. As the current concept of eutrophication problems is to be examined as part of a coastal management approach, more complex quantitative procedures are needed to provide a platform useful for implementation of environmental policy. The present work reviews methods of data analysis used for the assessment of coastal marine eutrophication. The difficulties in applying these methods on data collected from the marine environment are discussed as well as the future perspectives of spatial and multiple criteria choice methods.
Research highlights ► Review of a variety of data analysis methods to assess coastal eutrophication. ► One/multi-dimensional statistical methods are used to assess eutrophication levels. ► Spatial analysis is essential to assess the spatial heterogeneity of variables. ► Multi-criteria analysis methods are included in eutrophication management approaches. ► Integrated/holistic approaches are the most effective for assessing eutrophication.
Coastal marine eutrophication assessment: A review on data analysis
Abstract A wide variety of data analysis techniques have been applied for quantitative assessment of coastal marine eutrophication. Indicators for assessing eutrophication and frequency distributions have been used to develop scales for characterizing oligotrophy and eutrophication. Numerical classification has also contributed to the assessment of eutrophic trends by grouping sampling sites of similar trophic conditions. Applications of eutrophication assessment based on Principal Component Analysis and Multidimensional Scaling have also been carried out. In addition, the rapid development of Geographical Information Systems has provided the framework for applications of spatial methods and mapping techniques on eutrophication studies. Satellite data have also contributed to eutrophication assessment especially at large scale. Multiple criteria analysis methods can integrate eutrophication variables together with socio-economic parameters providing a holistic approach particularly useful to policy makers. As the current concept of eutrophication problems is to be examined as part of a coastal management approach, more complex quantitative procedures are needed to provide a platform useful for implementation of environmental policy. The present work reviews methods of data analysis used for the assessment of coastal marine eutrophication. The difficulties in applying these methods on data collected from the marine environment are discussed as well as the future perspectives of spatial and multiple criteria choice methods.
Research highlights ► Review of a variety of data analysis methods to assess coastal eutrophication. ► One/multi-dimensional statistical methods are used to assess eutrophication levels. ► Spatial analysis is essential to assess the spatial heterogeneity of variables. ► Multi-criteria analysis methods are included in eutrophication management approaches. ► Integrated/holistic approaches are the most effective for assessing eutrophication.
Coastal marine eutrophication assessment: A review on data analysis
Kitsiou, Dimitra (author) / Karydis, Michael (author)
Environmental International ; 37 ; 778-801
2011-02-07
24 pages
Article (Journal)
Electronic Resource
English
Coastal marine eutrophication assessment: A review on data analysis
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