The 328 can do it. You'd need extra hardware if you're using analog sensors. Or you could get the mega and it'd have enough for you. I'd start out with one sensor as seen in the tutorials and go from there. Also the 328 has only 6 analog pins. You'd need an extra ic to get extra analog inputs. Lot if information can be found in the playground. If you get stuck somewhere you can ask and I'm sure some one will be able to help you :). Have fun.
this system will have lights, fans, humidifier, dehumidfier, co2, air conditioner, water pumps, some sort of system for adding nutrients, acid, base, and water, and a ozone generator.
o and the temp should be digital i hear it is more accurate
This isn't the way to do it. You need to host the pictures on a publicly accessible web server, and link to that locations. Pictures on your computer can't be seen by other people.