DePINs, short for Decentralized Physical Infrastructure Networks, refer to physical infrastructure networks managed on a decentralized basis.
Unlike traditional systems based on centralized management by large groups, DePINs involve operation by individuals or small groups.
In order to promote sustainability and responsible development, respecting ESG criterias to regulate a company's impact on the environment, society and governance has become essential.
In this article, we explore the use of OpenStreetMap for extracting geospatial data and implementing an approach to enhance the overall data quality. We delve into the key steps of data extraction including selecting the area of interest, data collection, cleaning, and preparing data for future use.