The application of anaerobic digestion technology to crop residues plays a vital role in advancing sustainable agricultural development. In China, townships act as key regulators, essential for evaluating the energy potential of waste and implementing agricultural waste recycling policies. However, data at the township level often suffers from issues such as incomplete collection, inconsistent quality, and omissions. To addres...