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            <gco:CharacterString>Emerald Basin on the Scotian Shelf off Nova Scotia, Canada, is home to a globally unique aggregation of the glass sponge Vazella pourtalesi, first documented in the region in 1889.  In 2009, Fisheries and Oceans Canada (DFO) implemented two Sponge Conservation Areas to protect these sponge grounds from bottom fishing activities. Together, the two conservation areas encompass 259 km2. In order to ascertain the degree to which the sponge grounds remain unprotected, we modelled the presence probability and predicted range distribution of V. pourtalesi on the Scotian Shelf using random forest modelling on presence-absence records.  With a high degree of accuracy the random forest model predicted the highest probability of occurrence of V. pourtalesi in the inner basins on the central Scotian Shelf, with lower probabilities at the shelf break and in the Fundian and Northeast Channels.  Bottom temperature was the most important determinant of its distribution in the model.  Although the two DFO Sponge Conservation Areas protect some of the more significant concentrations of V. pourtalesi, much of its predicted distribution remains unprotected (over 99%). Examination of the hydrographic conditions in Emerald Basin revealed that the V. pourtalesi sponge grounds are associated with a warmer and more saline water mass compared to the surrounding shelf. Reconstruction of historical bottom temperature and salinity in Emerald Basin revealed strong multi-decadal variability, with average bottom temperatures varying by 8˚C. We show that this species has persisted in the face of this climatic variability, possibly indicating how it will respond to future climate change.

Cite this data as: Beazley, Lindsay ; Wang, Zeliang ; Kenchington, Ellen ; Yashayaev, Igor ; Rapp Tore, Hans ; Xavier, Joana R. ; Murillo, Francisco Javier ; Fenton, Derek ; Fuller, Susanna(2023). Predicted distribution of the glass sponge Vazella pourtalesi on the Scotian Shelf and its persistence in the face of climatic variability. Published April 2023. Ocean Ecosystems Science Division, Fisheries and Oceans Canada, Dartmouth, N.S. https://open.canada.ca/data/en/dataset/326bfc06-4b48-408f-9a74-1e118665e7b0</gco:CharacterString>
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                  <gmd:LocalisedCharacterString locale="#fra">Le bassin d’Émeraude du plateau néo-écossais, au large de la Nouvelle-Écosse (Canada), abrite un agrégat unique au monde d’éponges siliceuses Vazella pourtalesi, répertorié pour la première fois dans la région en 1889. En 2009, Pêches et Océans Canada (MPO) a mis en place deux zones de conservation des éponges afin de protéger ces lits d’éponges contre les activités de pêche de fond. Ensemble, les deux zones de conservation s’étendent sur 259 km2. Afin de déterminer avec certitude dans quelle mesure les lits d’éponges demeurent non protégés, nous avons modélisé la probabilité de présence et l’aire de répartition prévue de V. pourtalesi sur le plateau néo-écossais en utilisant une modélisation par forêts aléatoires sur les enregistrements de présence et d’absence. Avec un degré élevé de précision, la modélisation par forêts aléatoires a prédit la plus forte probabilité d’occurrence de V. pourtalesi dans les bassins intérieurs du centre du plateau néo-écossais, avec des probabilités plus faibles au niveau de l’accore du plateau et dans le chenal de Fundy et le chenal Nord-Est. La température au fond était le déterminant le plus important de sa répartition dans le modèle. Bien que les deux zones de conservation des éponges du MPO protègent certaines des plus importantes concentrations de V. pourtalesi, une grande partie de sa répartition prévue reste non protégée (plus de 99 %). L’examen des conditions hydrographiques dans le bassin d’Émeraude a révélé que les lits d’éponges V. pourtalesi sont associés à une masse d’eau plus chaude et plus saline par rapport au plateau environnant. La reconstitution de la température et de la salinité historiques du fond dans le bassin d’Émeraude a révélé une forte variabilité multidécennale, avec des températures moyennes au fond variant de 8 °C. Nous montrons que cette espèce a persisté face à cette variabilité du climat, ce qui est peut-être indicatif de la façon dont elle répondra aux changements climatiques futurs.

Citer ces données comme: Beazley, Lindsay ; Wang, Zeliang ; Kenchington, Ellen ; Yashayaev, Igor ; Rapp Tore, Hans ; Xavier, Joana R. ; Murillo, Francisco Javier ; Fenton, Derek ; Fuller, Susanna(2023). Répartition prévue de l’éponge siliceuse Vazella pourtalesi sur le plateau néo écossais et sa persistance face à la variabilité du climat. Publié en Avril 2023. Secteur des sciences des écosystèmes et des océans, Pêches et Océans Canada, Dartmouth, (N-É). https://open.canada.ca/data/en/dataset/326bfc06-4b48-408f-9a74-1e118665e7b0</gmd:LocalisedCharacterString>
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