Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosting Regression Trees
Accurate and consistent estimations on the present and future population distribution, at fine
spatial resolution, are fundamental to support a variety of activities. However, the sampling …
spatial resolution, are fundamental to support a variety of activities. However, the sampling …
Modeling population distribution: A visual and quantitative analysis of gradient boosting and deep learning models for multi‐output spatial disaggregation
Spatially aggregated data on socio‐demographic groups often fail to capture the
population's spatial heterogeneity in cities. This poses challenges for urban planning …
population's spatial heterogeneity in cities. This poses challenges for urban planning …