GEM Africa Risk Model provides insights to seismic hazard across the continent
Released earlier this year at the Global Platform on Disaster Risk Reduction 2019, the Africa Earthquake Model paints a complete picture of earthquake risk to the continent in terms of damage to buildings and direct human and economic losses. The model lays out the African portion of the Global Earthquake Model (GEM) Foundation global maps released in December 2018.
The model is a comprehensive resource for risk assessment as it can be overlayed with optical and radar data from space-based platforms to find recent infrastructure development in high-risk areas across the continent.
The new model for the continent was developed in collaboration with various African public and private institutions, national governments and individual experts using the OpenQuake engine. OpenQuake ia GEM’s open-source software collaboratively developed for earthquake hazard and risk modelling.
Though the seismic hazard for Africa is considered low to moderate, the impact of ground shaking is exacerbated by the high of its built environment. These factors are captured by the risk model’s exposed assets and vulnerability functions. The exposure database contains population, dwelling and building counts, structural characteristics and replacement values at the lowest administrative level for 54 countries and two territories.
The results can be used by risk managers, urban planners, emergency responders and humanitarian agencies for input to a wide range of disaster risk reduction activities including monitoring of the Sendai Framework indicators.
“Presently the model directly supports Sendai Framework Target C by providing estimates of direct economic losses at the national and subnational levels. Through further collaborative efforts, we plan to continue to improve the model to address Targets A, B and D by providing estimates of deaths, missing and affected persons, and impact to critical infrastructure,” said John Schneider, GEM Secretary General.
The most common application of remote sensing for tools like the Africa Earthquake Model is the use of multispectral analysis to produce land use and land cover (LULC) classifications as well as building identification in areas where urban planning is not possible or has fallen behind. These tools, when used together, produce a reliable portrait of the true number of people exposed to potential earthquakes in the region.
The seismic hazard model includes four contributions: the Sub-Sahara Hazard and Risk Assessment project model funded by USAID covering Eastern Sub-Saharan Africa, two models built by GEM covering North and West Africa, and the South Africa model by the Council for Geoscience, South Africa and the Indian Institute of Technology. GEM combined the four regional hazard models to create a complete hazard model for the continent.