Machine learning algorithms for urban land use planning: A review

V Chaturvedi, WT de Vries - Urban Science, 2021 - mdpi.com
Urbanization is persistent globally and has increasingly significant spatial and
environmental consequences. It is especially challenging in developing countries due to the …

Architecture, space and information in constructions built by humans and social insects: a conceptual review

T Ireland, S Garnier - … Transactions of the Royal Society B …, 2018 - royalsocietypublishing.org
The similarities between the structures built by social insects and by humans have led to a
convergence of interests between biologists and architects. This new, de facto …

Comparing and modelling land use organization in cities

M Lenormand, M Picornell… - Royal Society …, 2015 - royalsocietypublishing.org
The advent of geolocated information and communication technologies opens the possibility
of exploring how people use space in cities, bringing an important new tool for urban …

Impacts of land use and amenities on public transport use, urban planning and design

N Hu, EF Legara, KK Lee, GG Hung, C Monterola - Land use policy, 2016 - Elsevier
Various land-use configurations are known to have wide-ranging effects on the dynamics of
and within other city components including the transportation system. In this work, we …

Generalized radiation model for human migration

C Alis, EF Legara, C Monterola - Scientific reports, 2021 - nature.com
One of the main problems in the study of human migration is predicting how many people
will migrate from one place to another. An important model used for this problem is the …

Rediscovering Chinese cities through the lens of land-use patterns

W Lang, Y Long, T Chen - Land Use Policy, 2018 - Elsevier
Urbanization is a complex spatial phenomenon involving significant compositions and
interactions in land use. Yet, only few studies have quantitatively examined …

Global patterns of synchronization in human communications

AJ Morales, V Vavilala, RM Benito… - Journal of the Royal …, 2017 - royalsocietypublishing.org
Social media are transforming global communication and coordination and provide
unprecedented opportunities for studying socio-technical domains. Here we study global …

Causal network inference in a dam system and its implications on feature selection for machine learning forecasting

PJEA Javier, MP Liponhay, CVG Dajac… - Physica A: Statistical …, 2022 - Elsevier
A fundamental goal across many research fields is to explain possible mechanisms behind
a phenomenon and infer the correct causal relationships between variables. In this work, we …

How complexity emerges in urban systems: Theory of urban morphology

S Goh, MY Choi, K Lee, K Kim - Physical Review E, 2016 - APS
Human beings develop the land and transform land use patterns, constructing artificial
structures. Among them, the city is a representative system and its morphology has attracted …

[图书][B] Methods and measures for analyzing complex street networks and urban form

GD Boeing - 2017 - search.proquest.com
Recent years have witnessed an explosion in the science of networks. Much of this research
has been stimulated by advances in statistical physics and the study of complex systems …