Which Arduino Board and what accessories to Select

Hello,
I want to sense temperature and time stamp the data. Afterwards wan to send the data over internet ( Wired or wireless).

Can you please suggest which Arduino Board and what accessories I need to buy and from which website they shall be available?

Thanks,
Prady