论文
arXiv
SpatialIntelligence
ComplexNetwork
GeoSimulation
A scala library for spatial sensitivity analysis
Juste Raimbault, Julien Perret, Romain Reuillon
发布时间
2020/7/21 17:00:09
来源类型
preprint
语言
en
摘要
The sensitivity analysis and validation of simulation models require specific approaches in the case of spatial models. We describe the spatialdata scala library providing such tools, including synthetic generators for urban configurations at different scales, spatial networks, and spatial point processes. These can be used to parametrize geosimulation models on synthetic configurations, and evaluate the sensitivity of model outcomes to spatial configuration. The library also includes methods to perturb real data, and spatial statistics indicators, urban form indicators, and network indicators. It is embedded into the OpenMOLE platform for model exploration, fostering the application of such methods without technical constraints.
元数据
arXiv2007.10667v1
来源arXiv
类型paper
抽取状态raw
关键词
SpatialIntelligence
ComplexNetwork
GeoSimulation
stat.AP
physics.soc-ph