Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| Радіаційна модель мобільності та міграції× | Моделі просторової взаємодії (гравітаційні)× | |
|---|---|---|
| Галузь | Просторовий аналіз | Просторовий аналіз |
| Родина | Regression model | Regression model |
| Рік появи≠ | 2012 | 1971 |
| Автор методу≠ | Filippo Simini et al. | Alan Wilson (entropy-maximizing family) |
| Тип≠ | Parameter-free spatial interaction model | Model of flows between spatial origins and destinations |
| Основоположне джерело≠ | 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 ↗ |
| Інші назви | Radiation Law of Human Mobility, Parameter-free Mobility Model, Simini Radiation Model, Radyasyon Modeli | gravity model, spatial interaction model, competing destinations model, mekânsal etkileşim modeli |
| Пов'язані≠ | 3 | 4 |
| Підсумок≠ | 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. |
| ScholarGateНабір даних ↗ |
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