I've been part of a military lab in the past where we did environmental testing on all kinds of batteries for a project so I hope I can help.
NiMH batteries are less prone to memory but don't last as long, although the length of charge is only about 4% shorter than a NiCAD battery, but NiCAD batteries are very prone to memory and must be maintained with more vigor than a NiMH battery. As far as 1.2 or 1.5 volts, it really depends on the device you plan on using the batteries in. Always check the instructions.
As for capacities, the bigger the better. I have several military-grade AA batteries that are 3500 mAh and I've recharged them twice in a year (they're in an LED flashlight that gets used for about 10 minutes every 2-3 days). It's definitely worth getting the higher capacity batteries because they'll last longer, especially in a piece of equipment with a big draw (ie: fish finder). Cameras and GPS aren't used continuously or have a sleep mode so they're draw isn't as high. I've got 2500 mAh batteries in my camera and they last upwards of 2 weeks of solid use on vacation.
Alkaline batteries are standard batteries which usually can't be recharged. They do make rechargeable Alkaline batteries but they're lifespan is very limited and really, not worth the money. There are about 30 different types of lithium batteries but the most common commercial ones have a "lifespan", meaning they are only good for X number of charges and there's no way to renew them. For the most part, it's more cost efficient in your case to use the NiMH batteries.
All systems designed for rechargeable batteries must be able to handle all different types (meaning if you buy an AA charger, it has to handle lithium, NiMH, NiCAD, etc). The only caveat here is the rechargeable alkalines, which have their own rechargers and can't be interchanged with the other style. The 15 minute chargers are designed to give a battery a quick-charge to about 50% then trickle charge the battery to full capacity. This is a great consumer trick (woohoo quick charge batteries), but degrades the quality/capacity of the battery in a short period of time so you have to buy new ones.
As with anything, temperature & humidity have a lot to do with the life of a battery. Cold weather sucks the life out of a battery like it does a human body and warm/dry weather helps a battery last longer.
I hope that's clear enough and helps you out.



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