Cordwood, also called stackwall, is another good building method for anyone contemplating a little cabin (or a big one). It's similar to building with stones, only you're using pieces of wood (around 12"-24" in length) instead of stones.
It's cheap, easy and looks exceptionally cool and original IMO. Tools needed for buiding the walls are a wheelbarrel, shovel, hoe, rubber work gloves and a chain saw. You can use firewood-grade wood and it's a very good building method for one person because you're not dealing with big or long logs.
The disadvantage is that it's slow and rainy weather will slow you down further because you're working with mortar. And you will need to use Perma-Chink or Log Jam for sealing all the cracks because wood and cement don't form a close and happy marriage.
It's easier to understand how it works by looking at pictures: basically, the pieces of wood are laid down on two strips of mortar with sawdust in between to prevent heat loss through the mortar.
There are some excellent books by Rob Roy (that is his name) on how to do it and probably websites, too.
Here's some pictures:
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