There's also the fact that you're altering a chaotic system, with fundamentally unpredictable side effects, some of which could last longer than a human lifespan. Wanna make California get monthly hurricanes? How about weekly tornados in Colorado? Bury New York city in ice?
It's not that any of those things are probable just that they're possible, and chaotic systems can drastically, catastrophically, and exponentially change configuration, and no matter how good your supercomputer simulations are, you fundamentally cannot predict the consequences.
All of human civilization teeters on the current climate configuration - geoengineering has terrifying potential. Humans have a horrible track record in attempts to predictably alter chaotic systems and ecologies. We damn well better know what we're doing before we use globally acting tools.