Series: Green Roads Webinar Series Leveraging Satellite Data for Resilient and Climate-Friendly Infrastructure 3 April 2025 This webinar, held last 3 April 2025, discussed leveraging satellite data to support recovery from climate shocks and monitor infrastructure resilience in emerging economies. The session covered the analysis of impacts and recovery efforts from the 2022 Pakistan floods, the use of high-frequency satellites to evaluate rural infrastructure impact on markets and agriculture in Mozambique, and the combination of satellite data with ground measurements to assess air pollution in Senegal. Program and Learning Materials 03 April 2025 Session / Activity Title Speaker(s) Presentations Do road upgrades improve market access and enable agricultural intensification? This presentation gives an overview of the impact of rural road upgrades on market access and agricultural intensification in northern Mozambique. Tillmann von Carnap Presentations Leveraging big data to understand impact and recovery from 2022 Pakistan floods This presentation gives an overview of utilizing geospatial data to analyze the socio-economic impacts of floods and assess damage to road… Rob Marty Presentations Designing Air Quality Measurement Systems in Data Scarce Settings This presentation gives an overview of innovative approaches to monitor air quality in low- and middle-income countries. Marion Sagot Disclaimer The views expressed on this website are those of the authors and do not necessarily reflect the views and policies of the Asian Development Bank (ADB) or its Board of Governors or the governments they represent. ADB does not guarantee the accuracy of the data included in this publication and accepts no responsibility for any consequence of their use. By making any designation of or reference to a particular territory or geographic area, or by using the term “country” in this document, ADB does not intend to make any judgments as to the legal or other status of any territory or area. Event Coordinator/s Mariel Gabriel ADB Organizer/s Transport Sector Office Topics Transport