We use Datasets from environmental, to infrastructure to socio-economic. Our focus on cartography and how maps can be used to convey hazard, risk and uncertainty plays an important role on how we see risk & resilience. Our Spatial lab adds value for determining innovative disasters loss assessment and developing resilience.