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        <gco:CharacterString>Cartographie des types de paysages en Bretagne réalisée par L. Le Du-Blayo (Université Rennes 2, UMR CNRS 6590 ESO « Espaces et Sociétés ») Kristell Michel et Pascal Gouéry à partir d’analyse d’images satellitales MODIS, d'un modèle numérique de terrain, de photographies aériennes et de contrôles terrain.

La typologie se décline en 19 classes :

1 – Bocage dense et prairies sur colline
2 – Bocage à maille élargie
3 – Paysages mixtes avec bosquets
4 – Plateau avec paysages ouverts et bocage résiduel
5 – Plateau avec talus ou haies basses
6 – Plaine avec bocage à ragosse déstructuré
7 – Cultures de légumes sur plateaux
8 – Cultures de légumes sur plaines
9 – Forêts de feuillus
10 – Forêts à dominante de résineux
11 – Landes et friches
12 – Urbain dense
13 – Périurbain et bourgs
14 – Habitat diffus
15 – Dunes
16 – Marais d’eau douce et zones humides
17 – Marais littoraux
18 – herbus
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            <gco:CharacterString>La carte des types de paysages en Bretagne a été réalisée dans le cadre d'un programme de recherche sur les pédopaysage, en partenariat avec L'INRA SAS. Elle est issue d'une classification à partir de deux sources de données : 
d'une part quatre images MODIS  (basse résolution 250m * 250m)  prises à quatre saisons différentes de 2001 à 2004 ont été prétraitées (AST), d'autre part deux autres informations essentielles pour la typologie des paysages ont été associées, la carte des altitudes et la carte des pentes.  Sur la base de la typologie recherchée, la classification a été ensuite effectuée à partir de 122 échantillons traités suivant une analyse statistique des distances (distance géométriques et distances probabilistes) puis une première classification supervisée via le "hard classifier" du maximum de vraisemblance Le processus a été réitéré en ajustant la localisation des échantillons jusqu'à obtention d'un minimum d'écart. La validation finale de la classification a été effectuée sur la base de photographies aériennes.

Étendue temporelle des images utilisées: 2000-2004
Entité minimale cartographiée : 6,5 hectares</gco:CharacterString>
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