This study examines some practical problems of natural resource accounting and highlights the importance of decentralized method of accounting especially for the environmental resource accounting. Detailed case studies are discussed for providing empirical insights in to the suggested methods of accounting. This study discusses a methodology for measuring cost of environmentally sustainable industrial development described by SEEA. A methodology of developing monetary accounts for the ambient urban air quality using the household values is provided.