most citedThe built environment and induced transport CO2 emissions: A double machine learning approach to account for residential self-selection

3 citations · 4 across the 2 of their papers we have counts for

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cs.LG2023★ 3 cited

The built environment and induced transport CO2 emissions: A double machine learning approach to account for residential self-selection

Florian Nachtigall, Felix Wagner, Peter Berrill +1

Understanding why travel behavior differs between residents of urban centers and suburbs is key to sustainable urban planning. Especially in light of rapid urban growth, identifyin…

cs.LG2023★ 1 cited

Using machine learning to understand causal relationships between urban form and travel CO2 emissions across continents

Felix Wagner, Florian Nachtigall, Lukas Franken +6

Climate change mitigation in urban mobility requires policies reconfiguring urban form to increase accessibility and facilitate low-carbon modes of transport. However, current poli…