diff --git a/Dockerfile b/Dockerfile
index 51d65b27..512a4da3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,15 +1,10 @@
-FROM python:2.7
+FROM ecarrara/python-gdal
 
-RUN apt-get update && apt-get install -y wget
-
-ENV DOCKERIZE_VERSION v0.5.0
+ENV DOCKERIZE_VERSION v0.6.1
 RUN wget https://github.com/jwilder/dockerize/releases/download/$DOCKERIZE_VERSION/dockerize-linux-amd64-$DOCKERIZE_VERSION.tar.gz \
     && tar -C /usr/local/bin -xzvf dockerize-linux-amd64-$DOCKERIZE_VERSION.tar.gz \
     && rm dockerize-linux-amd64-$DOCKERIZE_VERSION.tar.gz
 
-RUN apt-get install -y libgdal-dev
-RUN pip install --global-option=build_ext --global-option="-I/usr/include/gdal" gdal==1.10
-
 ADD /geokey/local_settings /app/local_settings
 ADD /geokey /app
 # Uncomment for communitymaps.