Putting aside wood-gathering for a moment, and addressing the broader "fuel-gathering" challenge ... seems viable to consider cow-, horse- and poultry-manure as potential solution (assuming one lives in an area where sources are reasonably plentiful). Granted, there are some drying/seasoning issues.

But, low-tech, no specialized tools required. Used everyday in some parts of the world.
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"Things that have never happened before happen all the time." — Scott Sagan, The Limits of Safety