Dear Brandan,
Turbine engines are powerful, and have many fewer parts, but they are not fuel-efficient.
Railroads, such as Union Pacific, and several European national railroads, experimented with turbine power, but ultimately didn't go for it. The Germans made a series of locomotives (BR 210) which had a turbine adjunct that significantly boosted power, but the turbine was found to wear out more quickly than expected because they didn't operate continuously, and always cooled below operating temperature when they weren't needed for a power boost (like Cadillac's 8-6-4 V8s?). Ultimately, a couple of turbines catching fire ended the career of that series locomotives. The French TGV was originally envisioned as turbine-powered, and the French did built a couple of turbine-powered (not a boosted diesel, as in the German locomotives) trains, some of which were purchased by Amtrak. But ultimately, turbo trains were not fuel-efficient, and none have operated for years. In terms of energy content released by high compression, diesel still beats other internal combustion engines in terms of efficiency. Unfortunately, there are the particulates and the NOx issues.