Fire crews, two from Stevenage and one from Welwyn Garden City, were called to the blaze on Bygrave Road at about 6.20pm.
A jet and hosereel were used to put out the fire, and horses were led to safety in a nearby field.
Crews left the scene at 9.32am yesterday morning, after considerable damping down to make the area safe.
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