The Army National Guard Bureau has implemented a cooperative project with Utah State University to help with the use, display, and evaluation of environmental data for maintaining land condition. Camp Grayling, Michigan, is comprised of deciduous and evergreen forest types. Use of remote sensing for classification has been limited in this region due to the difficulty of species-level classification using single-date remote-sensing techniques . Also, remote sensing has traditionally focused on mapping homogenous zones rather than vegetation boundaries, while one of the concerns for land managers is the nature of vegetation edges (ecotones). This study analyzed each season and band from multiseasonal satellite imagery for their contribution to separating vegetation type and density classes. Then spectral reflectance values for each vegetation and density class were used in discriminant models that define vegetation cover types and densities. These models were then tested against points within 200 m of vegetation boundaries to determine the performance of the models at edges of vegetation types . The reflectance values for vegetation types on Landsat Thematic Mapper (TM), Landsat MultiSpectral Sensor (MSS), and Advanced Very High Resolution Radiometer (AVHRR) imagery were used. Single-band separability decreased with decreasing resolution of the remote sensing data, and the number of spectral bands that could separate means of vegetation and density cover classes was much greater than expected . Winter bands provided more separability than expected for density classes . A VHRR data were shown to provide very little separation and were not included in the discriminant analysis. In the evaluation of the discriminant models, both resubstitution and crossvalidation tests showed that TM and MSS were nearly equal in their ability to discriminate cover types and densities. At the vegetation boundary zones, classification accuracy increased with increasing distance from the edge. These results are encouraging for future classification and monitoring of ecotones using satellite imagery, as picture elements (pixels) of ecotones generally exhibit the characteristics of a mixing of the boundary vegetation types. Further investigation into fuzzy set classification and ecotone classification and monitoring appears warranted.

Un peu plus de 150 molécules ont été détectées dans le milieu interstellaire et circumstellaire. Parmi elles, nous dénombrons une soixantaine de molécules complexes composées d'au moins 6 atomes. La chimie du milieu interstellaire, synthétisant des molécules plus ou moins complexes à la surface des grains ou en phase gazeuse, est très différente de celle connue sur Terre. À ce jour, seules l'observation et l'analyse de l'émission des différentes espèces moléculaires permettent de contraindre les modèles de chimie interstellaire.Au cours de cette thèse, j'ai recherché des molécules complexes au sein de la nébuleuse d'Orion Kleinmann-Low qui est la région de formation d'étoiles massives la plus proche de nous. De nombreuses étoiles de faible masse s'y forment également. Je me suis intéressée en particulier à la molécule du formiate de méthyle HCOOCH3 qui est une molécule complexe abondante et qui s'est révélée être un traceur de température et de structure de l'ensemble de la région étudiée. Grâce à des observations millimétriques de hautes résolutions spatiales et spectrales (respectivement de 7’’ à 2’’ et de 2.3 km/s à 0.4 km/s), obtenues avec l'interféromètre du Plateau de Bure de l'IRAM, j'ai réalisé une étude détaillée de l'émission cette molécule oxygénée dans la région du Compact Ridge. Notre étude montre que cette région particulière semble être chauffée par des mécanismes externes tels des chocs. De plus, nos observations en direction du Compact Ridge et de son voisinage tendent à confirmer la désorption suite à un choc du formiate de méthyle, ou d'un de ses précurseurs, formé à la surface des grains interstellaires.J'ai également recherché les deux isomères de formule [C2H4O2] du formiate de méthyle : le glycolaldéhyde et l'acide acétique. Leur étude a montré la difficulté de détecter des molécules peu abondantes dans Orion K-L en raison d'une confusion spectrale importante, mettant ainsi en évidence la nécessité d'observations de hautes résolutions aussi bien spatiale que spectrale pour la recherche de molécules comme le permettra l'interféromètre ALMA. Les limites supérieures de densité de colonne déduites de nos données pour le pré-sucre glycolaldehyde (CH2OHCHO, détecté dans SgrB2) sont très contraignantes pour les modèles de chimie. Nos résultats pourraient permettre une avancée dans la compréhension de l'origine de cette espèce moléculaire. / Over 150 different molecular species have been detected in the interstellar and circumstellar media. Among these, approximatively 60 are complex molecules and contain 6 or more atoms. The interstellar chemical processes that form more or less complex molecules, either on the surface of dust grains or in gas phase, are different from the processes we know on Earth. The only way to constrain chemical models relies on the observation and the analysis of the emission coming from various molecular species.The main goal of my PhD is to look for complex molecules in the nearest star forming region with both high and low mass stars, the Orion Kleinmann-Low nebula. I specially studied the emission of the methyl formate molecule (HCOOCH3) which appeared to be an abundant molecule and a good probe of the temperature and structure of Orion K-L.Using high spectral and spatial resolution millimetre observations (from 7’’ to 2’’ and from 2.3 km/s to 0.4 km/s, respectively) from the IRAM Plateau de Bure Interferometer, I carried out a detailed study of the emission of this O-bearing molecule towards the Compact Ridge component. Our study shows that this region seems to be heated by external mechanisms (e.g. shocks).Moreover, our observations toward the Compact Ridge region and its surroundings tend to confirm that methyl formate or a precursor seems to be formed on grain surfaces and is subsequently desorbed due to shocks.I also looked for the two isomers of methyl formate [C2H4O2] : glycolaldehyde and acetic acid. Owing to strong spectral confusion in the region, it is very difficult to detect low abundance molecules such as these two isomers. In order to lower the confusion level, higher spatial as well as spectral resolutions must be achieved which ALMA will soon allow.We derived upper limits for the column density of glycolaldehyde, a precursor of sugar (CH2OHCHO that has been detected towards SgrB2), these limits provide strong constraints for chemical models.