[HTML][HTML] Generating population migration flow data from inter-regional relations using graph convolutional network

Y Wang, X Yao, Y Liu, X Li - … Journal of Applied Earth Observation and …, 2023 - Elsevier
Spatial and socioeconomic structures of geographical units produce various inter-regional
relations, which impose a direct effect on origin–destination flows. Currently, most flow …

Systematic comparison of trip distribution laws and models

M Lenormand, A Bassolas, JJ Ramasco - Journal of Transport Geography, 2016 - Elsevier
Trip distribution laws are basic for the travel demand characterization needed in transport
and urban planning. Several approaches have been considered in the last years. One of …

Spatial origin-destination flow imputation using graph convolutional networks

X Yao, Y Gao, D Zhu, E Manley… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Due to the limitation of data collection techniques and privacy issues, the problem of missing
spatial origin-destination flows frequently occurs. Data imputation provides great support for …

Towards an inclusive circular economy: Quantifying the spatial flows of e-waste through the informal sector in China

X Tong, T Wang, Y Chen, Y Wang - Resources, Conservation and …, 2018 - Elsevier
China has built a territory-based formal e-waste recycling system as a response to the global
e-waste challenge. This system created a division of labor between the informal sector and …

Field theory for recurrent mobility

M Mazzoli, A Molas, A Bassolas, M Lenormand… - Nature …, 2019 - nature.com
Understanding human mobility is crucial for applications such as forecasting epidemic
spreading, planning transport infrastructure and urbanism in general. While, traditionally …

Multiscale accessibility—a new perspective of space structuration

N Kaplan, I Omer - Sustainability, 2022 - mdpi.com
Spatial accessibility is fundamentally related to the functional, economic and social
performances of cities and geographical systems and, therefore, constitutes an essential …

Estimating distance decay of intra-urban trips using mobile phone data: The case of Bratislava, Slovakia

M Šveda, MS Madajová - Journal of Transport Geography, 2023 - Elsevier
The distance decay function has been attracting attention in diverse disciplines including
transportation studies, spatial planning and urban geography. In particular, much discussion …

Gravitational analysis in regional science and spatial economics: A vector gradient approach to trade

P Nijkamp, W Ratajczak - International Regional Science …, 2021 - journals.sagepub.com
For decades, gravitational analysis has been a key instrument in analyzing spatial flows.
Time and again, it has prompted new and challenging research questions. This paper …

A generalized radiation model for human mobility: spatial scale, searching direction and trip constraint

C Kang, Y Liu, D Guo, K Qin - PloS one, 2015 - journals.plos.org
We generalized the recently introduced “radiation model”, as an analog to the generalization
of the classic “gravity model”, to consolidate its nature of universality for modeling diverse …

High-resolution reconstruction of the United States human population distribution, 1790 to 2010

Y Fang, JW Jawitz - Scientific data, 2018 - nature.com
Where do people live, and how has this changed over timescales of centuries? High-
resolution spatial information on historical human population distribution is of great …