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            <gco:CharacterString>This dataset contains results from an eelgrass classification for Bouctouche Bay, New Brunswick. True colour aerial photography at 57 centimetre resolution was collected on September 2, 2009 by Nortek Resources of Thorburn, Nova Scotia (http://www.nortekresources.com/). Image classification was conducted using eCognition Developer v. 8 Software, which first segments the image into spectrally similar units, which were then classified manually. Additionally, the Department of Fisheries and Oceans (Gulf Region, Moncton, NB) conducted a visual field survey in the same field season at 688 sites. Two-thirds of these sites were used to assist in image classification, while the remainder were used to assess accuracy. Three classes were identified:

i. Good Quality Eelgrass: relatively dense, clean, green blades with minimal epiphytes or algal growth. 
ii. Medium Quality Eelgrass: predominately green blades that may have some epiphyte or algal growth. These stands can be less or equally dense as Good Quality Eelgrass, but the best grasses are certainly not as abundant.
iii. Eelgrass Absent/Poor Quality: eelgrass is absent, or if it is present it is typically covered with epiphytes or other algae or dying or dead. 

Eelgrass was classified correctly 83.7% of the time in a fuzzy accuracy assessment technique, whereby those classes that were ‘off’ by one class, e.g. Good Quality eelgrass classed as Medium Quality, were given half credit towards the overall accuracy. Of 187 sites that were within the classification area, 131 were correct, 51 were "one-off", and 5 were incorrect [(131 + (51/2))/ 187 = 0.837].</gco:CharacterString>
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                  <gmd:LocalisedCharacterString locale="#fra">Cet ensemble de données contient les résultats d’une classification de la couverture de zostère marine dans la baie de Bouctouche, au Nouveau-Brunswick. Une photographie aérienne en couleur réelle à une résolution de 57 centimètres a été prise le 2 septembre 2009 par la firme Nortek Resources de Thorburn, en Nouvelle-Écosse (http://www.nortekresources.com/ [en anglais seulement]). La classification d’image a d’abord été effectuée à l’aide du logiciel eCognition Developer v. 8, qui segmente l’image en unités ayant des propriétés spectrales similaires, puis ces unités ont été classées manuellement. Le ministère des Pêches et des Océans (région du Golfe, Moncton, Nouveau-Brunswick) a également effectué un relevé visuel dans 688 sites au cours de la même campagne sur le terrain. On a utilisé les deux tiers de ces sites pour aider à la classification d’image, tandis que les sites restants ont servi à évaluer l’exactitude. Trois classes ont été établies :

i. Zostère marine de bonne qualité : peuplements relativement denses; feuilles propres et vertes; présence minimale d’épiphytes ou d’algues; 
ii. Zostère marine de qualité moyenne : feuilles principalement vertes qui peuvent montrer une certaine présence d’épiphytes ou d’algues. Ces peuplements peuvent être moins denses ou aussi denses que ceux de bonne qualité, mais les meilleurs brins n’y sont certainement pas aussi abondants;
iii. Zostère marine absente ou de mauvaise qualité : les zostères sont absentes ou, si elles sont présentes, elles sont généralement couvertes d’épiphytes ou d’algues, ou encore moribondes ou mortes. 

La couverture de zostère marine a été classée correctement dans 83,7 % des cas au moyen d’une technique de vérification floue de l’exactitude, selon laquelle les images qui étaient décalées d’une classe, p. ex. une image de zostère marine de bonne qualité classée comme étant de qualité moyenne, ont vu leur poids diminuer de moitié dans l’évaluation de l’exactitude globale. Des 187 sites qui se trouvaient dans la zone de classification, 131 ont été classés correctement, 51 étaient décalés d’une classe, et 5 ont été classés incorrectement [(131 + (51/2)) / 187 = 0,837].</gmd:LocalisedCharacterString>
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            <gco:CharacterString>It has long been understood that eelgrass(Zostera marina) is important to waterfowl such as Atlantic Brant (Branta bernicla hrota), Canada Goose (Branta canadensis), American Black Duck (Anas rubripes), Common Goldeneye (Bucephala clangula) and Barrow's Goldeneye (Bucephala islandica). In New Brunswick eelgrass can be found along the Gulf of St. Lawrence, in protected harbours such as at Bouctouche Bay, in the province's southeast (46 30’N, 64 39’W).

               This dataset contains results from an eelgrass classification for Bouctouche Bay, New Brunswick. True colour aerial photography at 57 centimetre resolution was collected on September 2, 2009 by Nortek Resources of Thorburn, Nova Scotia (http://www.nortekresources.com/). Image classification was conducted using eCognition Developer v. 8 Software, which first segments the image into spectrally similar units, which were then classified manually. Additionally, the Department of Fisheries and Oceans (Gulf Region, Moncton, NB) conducted a visual field survey in the same field season at 688 sites. Two-thirds of these sites were used to assist in image classification, while the remainder were used to assess accuracy. Three classes were identified:

               1. Good Quality Eelgrass: relatively dense, clean, green blades with minimal epiphytes or algal growth. 

               2. Medium Quality Eelgrass: predominately green blades that may have some epiphyte or algal growth. These stands can be less or equally dense as Good Quality Eelgrass, but the best grasses are certainly not as abundant.

               3. Eelgrass Absent/Poor Quality: eelgrass is absent, or if it is present it is typically covered with epiphytes or other algae or dying or dead. 

               Eelgrass was classified correctly 83.7% of the time in a fuzzy accuracy assessment technique, whereby those classes that were ‘off’ by one class, e.g. Good Quality eelgrass classed as Medium Quality, were given half credit towards the overall accuracy. Of 187 sites that were within the classification area, 131 were correct, 51 were "one-off", and 5 were incorrect [(131 + (51/2))/ 187 = 0.837].</gco:CharacterString>
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