diff --git a/Dockerfile b/Dockerfile
index 8b723cf3..3dbb8019 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -12,9 +12,10 @@ RUN apt-get update && \
     rm -rf /var/lib/apt/lists/*
 
 # Install GDAL dependencies
-RUN apt-get update \
-    && apt-get install -y binutils libproj-dev gdal-bin
-    
+FROM curlimages/curl:7.81.0 as curl-step
+ARG GDAL_WHEELS_URL=https://prefeitura-rio.github.io/storage/GDAL-3.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl
+RUN curl -sSLo /tmp/GDAL-3.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl $GDAL_WHEELS_URL
+
 # Setting environment with prefect version
 ARG PREFECT_VERSION=1.4.1
 ENV PREFECT_VERSION $PREFECT_VERSION
@@ -28,4 +29,7 @@ RUN python3 -m pip install --no-cache-dir -U "pip>=21.2.4" "prefect==$PREFECT_VE
 # Install requirements
 WORKDIR /app
 COPY . .
-RUN python3 -m pip install --prefer-binary --no-cache-dir -U .
\ No newline at end of file
+COPY --from=curl-step /tmp/GDAL-3.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl /tmp/GDAL-3.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl
+RUN python3 -m pip install --prefer-binary --no-cache-dir -U . \
+    python3 -m pip install --no-cache-dir /tmp/GDAL-3.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl && \
+    rm /tmp/GDAL-3.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl
\ No newline at end of file