2 papers
stat.AP2026
Oil price shocks reveal unequal capacities for mobility adaptation
Zihao Zhang, Yuanbo Zhang, Xiaolei Ma +1
Urban decarbonization often raises the cost of travel, yet which neighbourhoods can adapt remains largely invisible under normal conditions. We leverage the 2026 US-Iran oil shock…
stat.AP2025
Demand-side decarbonisation at scale via MaaS-integrated carbon incentives
Bing Liu, Yuan Liao, Sonia Yeh +8
Digital carbon incentives are increasingly used to promote low-carbon travel, but city-scale evidence on their behavioral and carbon-accounting implications remains limited. We eva…