It can be changed in the $CATALINA_BASE/conf/server.xml in the <Host />. See the Tomcat documentation, specifically the section in regards to the Host container:
Tomcat 6 Configuration
Tomcat 7 Configuration
The default is webapps relative to the $CATALINA_BASE. An absolute pathname can be used.