Replace dashboard light

I have a 98 corolla. The left side (where the temperature gauge is) of my dashboard light went out. Can I replace it myself? If so, how? Where do I get the replacement part?

you can get info on this website that i found, i think he also has your generation corolla.
http://vamp.darkravers.net/DIYChangingGaugeLights.cfm