Autry is located some 50 km east ofReims and 25 km north by north-west ofSainte-Menehould. The southern border of the commune is the departmental boundary betweenArdennes andMarne. Access to the commune is by road D21 fromChallerange in the north-west which passes through the centre of the commune and the village and continues toBinarville in the south-east after changing to the D63 at the departmental border. The D218 goes west from the village toBouconville and the D41 goes north-east toLançon. Apart from the village there is the hamlet of La Gare in the west. Large areas of the commune are forested, especially in the west, and there is a large fish farm in the east. The rest of the commune is farmland.[4]
TheAisne river forms part of the south-eastern border of the commune as it flows north then west to the village then north again as it continues its journey to join theOise atCompiègne. TheDormoise flows from the south-west to join the Aisne in the commune. TheRemy Galere rises on the northern border and flows east to join the Aisne forming part of the northern border.[4]
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