The Origins of Scaling in Cities.¶
Bettencourt, L. M. A. (2013). The Origins of Scaling in Cities. Science, 340(6139), 1438-1441.
Cited by¶
2 citations across 2 artifacts.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Allometry and Scaling Law
- Bettencourt (2013) develops this transfer logic in deriving the origins of urban scaling from socioeconomic interaction networks.
This sourceFirst-principles derivation of urban scaling exponents from balanced infrastructure costs, social-interaction networks, and net-benefit constraints, making transition-point and counterfactual reasoning quantitative.
Supported in partVerified against the publisher's abstract
The abstract confirms Bettencourt built a theory explaining quantitative relationships between cities and population size, i.e. the urban-scaling frame, but says nothing about socioeconomic interaction networks.
“Bettencourt (p. 1438 ; see the cover; see the Perspective by Batty ) developed a theory to explain the quantitative relationships observed between various aspects of cities and population size or land area.”
- Bettencourt (2013) develops this transfer logic in deriving the origins of urban scaling from socioeconomic interaction networks.
- Scaling and Scale Dependence
- Bettencourt (2013) showed how such transition-point reasoning can be made quantitative for cities, deriving scaling exponents and infrastructure trade-offs from first principles.
This sourceFirst-principles derivation of urban scaling exponents from balanced infrastructure costs, social interaction, and net-benefit constraints; demonstrates how transition-point and counterfactual reasoning ("if a city doubles, what scales superlinearly vs. sublinearly?") becomes quantitative.
Supported in partVerified against the publisher's abstract
Confirms only that Bettencourt 2013 built a quantitative theory linking city attributes to population size or land area; it says nothing about 'first-principles' derivation, transition-point reasoning, or infrastructure trade-offs.
“Bettencourt (p. 1438 ; see the cover; see the Perspective by Batty ) developed a theory to explain the quantitative relationships observed between various aspects of cities and population size or land area.”
- Bettencourt (2013) showed how such transition-point reasoning can be made quantitative for cities, deriving scaling exponents and infrastructure trade-offs from first principles.
Verification¶
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Registry ID ref:ff946526bd00 · see in the full table