Mapping of Submerged Aquatic Vegetation in Rivers From Very High Resolution Image Data, Using Object Based Image Analysis Combined with Expert Knowledge

The use of remote sensing for monitoring of submerged aquatic vegetation (SAV) in fluvial environments has been limited by the spatial and spectral resolution of available image data. The absorption of light in water also complicates the use of common image analysis methods. This paper presents the results of a study that uses very high resolution (VHR) image data, collected with a Near Infrared sensitive DSLR camera, to map the distribution of SAV species for three sites along the Desselse Nete, a lowland river in Flanders, Belgium. Plant species, including Ranunculus aquatilis L., Callitriche obtusangula Le Gall, Potamogeton natans L., Sparganium emersum L. and Potamogeton crispus L., were classified from the data using Object-Based Image Analysis (OBIA) and expert knowledge. A classification rule set based on a combination of both spectral and structural image variation (e.g. texture and shape) was developed for images from two sites. A comparison of the classifications with manually delineated ground truth maps resulted for both sites in 61% overall accuracy. Application of the rule set to a third validation image, resulted in 53% overall accuracy. These consistent results show promise for species level mapping in such biodiverse environments, but also prompt a discussion on assessment of classification accuracy.

The Glasgow 2014 XX Commonwealth Games and Scottish Independence: “Political Truce” or Political Truth(s)?

This paper explores the political reaction to Lord McConnell’s appeal for a political ‘truce’ in the form of a temporary halt to campaigning by all political parties and organisations involved in the debate regarding the Scottish independence referendum during the Glasgow 2014 Commonwealth Games (BBC, 2014; McConnell, 2014). Urging both sides of the debate to cease campaigning for the two-week period of the Glasgow 2014 games, the current Labour peer and past First Minister of the Scottish Parliament cited concerns that there are “genuine concerns that the Games, and the image of Scotland, could be damaged by attempts by either side – for and against – to use the Games to promote their cause, or to use the venues for campaigning” (McConnell, 2014). Drawing upon the principles of both a critical discourse and a narrative analysis methodological approach, this paper will scrutinise the nature of the political reactions to McConnell’s proposal from a variety of perspectives on both sides of the independence referendum debate. In particular, the emphasis in the responses from both sides of the debate regarding the apolitical nature of the 2014 Games will be critiqued, drawing upon the arguments of past analyses of sporting mega-events which highlight the potential for political exploitation of such events by the host nations (e.g. Horne, 2007; Grix, 2012; Houlihan and Giulianotti, 2012; Roche, 2006). Furthermore, the findings of academic research on the political implications of hosting the Commonwealth Games will be considered (e.g. Majumdar and Mehta, 2010; Van Der Westhuizen, 2004; Macintosh and Greenhorn, 1992; Majumdar, 2011; Lockstone and Baum, 2010; Macfarlane and Herd, 1986), highlighting a number of precedents which demonstrate the numerous challenges faced in any attempts to the keep the 2014 Games free from political influence.