This Toolkit provides planners and city leaders with practical guidance on applying Geospatial Artificial Intelligence (GeoAI) to urban planning and decision-making. It explains key concepts, applications, risks and benefits, and provides step-by-step guidance, case studies and tools to support responsible, data-driven and inclusive planning for sustainable and resilient urban development.

This document discusses the inclusion of waste pickers in metropolitan waste management systems, highlighting their roles, challenges, and recommendations for effective integration. Several ways to improve waste management in metropolitan areas are described in this publication, starting with the people who work in this sector. Waste pickers contribute to the circular economy by transforming waste into valuable resources and are key allies in the fight against climate change.

Building upon a successful 2023, the 2024 Annual Report of the Policy, Legislation and Governance Section (PLGS) showcases continued progress towards achieving sustainable urban development. Through a range of impactful activities, PLGS strengthened its collaboration with donors, development partners, and beneficiary countries, advancing UN-Habitat work on policy, legislation, governance, metropolitan management, and urban-rural linkages.
This report highlights key achievements,…

The Shanghai Manual 2024 Annual Report showcases globally implemented urban best practices that present urban actors with innovative solutions to help cities navigate the complex challenges that they face today. Following the theme of ‘youth leading climate and local action for cities’, the report explores the potential of young people as urban change makers with a particular regard to climate action and urban environmental sustainability.