I found an answer to this.
<android.support.design.widget.CoordinatorLayout
.... >
<android.support.design.widget.AppBarLayout
.... >
<android.support.design.widget.CollapsingToolbarLayout
....
android:id="@+id/yourcollapsingtoolbarID">
<android.support.v7.widget.Toolbar
.../>
</android.support.design.widget.CollapsingToolbarLayout>
</android.support.design.widget.AppBarLayout>
<RelativeLayout
android:layout_width="match_parent"
android:layout_height="wrap content"
app:layout_anchor="@id/yourcollapsingtoolbarID"
app:layout_anchorGravity="bottom">
<View
android:layout_width="match_parent"
android:layout_height="4dp"
android:layout_alignParentBottom="true"
android:background="@drawable/toolbar_shadow"
/>
</RelativeLayout>
</android.support.design.widget.CoordinatorLayout>
///////////toolbar_shadow.xml///////////
<shape xmlns:android="http://schemas.android.com/apk/res/android" android:shape="rectangle">
<gradient
android:startColor="@android:color/transparent"
android:endColor="#88333333"
android:angle="90"/>
</shape>