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移動と移住の放射モデル×空間的相互作用(重力)モデル×
分野空間分析空間分析
系統Regression modelRegression model
提唱年20121971
提唱者Filippo Simini et al.Alan Wilson (entropy-maximizing family)
種類Parameter-free spatial interaction modelModel of flows between spatial origins and destinations
原典Simini, F., González, M. C., Maritan, A., & Barabási, A.-L. (2012). A universal model for mobility and migration patterns. Nature, 484, 96–100. DOI ↗Wilson, A. G. (1971). A family of spatial interaction models, and associated developments. Environment and Planning A, 3(1), 1–32. DOI ↗
別名Radiation Law of Human Mobility, Parameter-free Mobility Model, Simini Radiation Model, Radyasyon Modeligravity model, spatial interaction model, competing destinations model, mekânsal etkileşim modeli
関連34
概要The Radiation Model, introduced by Simini et al. in 2012, is a parameter-free model for predicting human mobility and migration flows between geographic locations. Drawing an analogy from radiation physics, it predicts trip volumes based solely on population sizes at origin and destination, and the intervening population within the circle connecting them. It has been widely applied to commuting flows, migration, and epidemic spreading.Spatial interaction models predict the volume of flows — migrants, commuters, shoppers, trade, trips — between origins and destinations as a function of the size of each place and the distance or cost separating them. By analogy to Newton's gravity, interaction rises with the 'mass' of origin and destination and falls with separation, and Wilson's 1971 entropy-maximizing family put these models on a rigorous footing for transport, migration, and retail analysis.
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ScholarGate手法を比較: Radiation Model · Spatial Interaction Model. 2026-06-15に以下より取得 https://scholargate.app/ja/compare