The MK-III Weather Station is powered by a rechargeable 6 volt / 5 AMP Hour Battery. It is a rechargeable battery that is recharged daily by the solar panel attached to the weather station sensor assembly.
This is an indication of a bad humidity and temperature sensor. You can purchase a new sensor here: RH/T sensor
Also it is recommended to replace the battery as well which you can get here: Battery