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Found 5 papers, 3 papers with code
The agglomeration and dispersion dichotomy of human settlements on Earth
To explain the observed spatial patterns, we also propose a model that combines two agglomeration forces and simulates human settlements' historical growth.
Physics and Society
Outlining where humans live -- The World Settlement Footprint 2015
Human settlements are the cause and consequence of most environmental and societal changes on Earth; however, their location and extent is still under debate.
Spatial sensitivity analysis for urban land use prediction with physics-constrained conditional generative adversarial networks
Accurately forecasting urban development and its environmental and climate impacts critically depends on realistic models of the spatial structure of the built environment, and of its dependence on key factors such as population and economic development.
Modeling urbanization patterns with generative adversarial networks
In this study we propose a new method to simulate hyper-realistic urban patterns using Generative Adversarial Networks trained with a global urban land-use inventory.
Breaking new ground in mapping human settlements from space -The Global Urban Footprint-
It is here that the Global Urban Footprint (GUF) raster map can make a valuable contribution.
Physics and Society
