The Responsible AI for DRM report highlights the ethics and responsibility concerns in AI- and ML-supported projects, such as algorithmic bias, transparency and privacy issues, and reduced roles for local participation and expert judgment.
Open Cities Africa Final Report
The Open Cities Africa final report documents the successes, challenges, and lessons learned under the ADRF funded program
Sustainability in OpenStreetMap
The white paper explores the many facets of OpenStreetMap (OSM) in development and the challenges of striving for “sustainability” in the wider mapping ecosystem – the paper also examines the factors that influence long term success of work involving OSM in a development context.
Managing the Risks of Unmanned Aircraft Operations in Development Projects
From an origin in military and security applications, the use of unmanned aircraft (UA) technology is currently transforming commercial and humanitarian activity. Its evolution started many decades ago, but was limited by the technology of the time; in recent years, advances in this area have facilitated an increasingly rapid expansion of UA technology that has started to move into a variety of sectors. As the societal benefits of UA become clearer, organisations across the commercial and government spectrum seek to exploit the technology to improve their business models and offer a safer, cleaner, and more cost-effective alternative to traditional data-capture methods.
Machine Learning for Disaster Risk Management
This guidance note explains how the World Bank Group uses machine learning algorithms to collect better data, make more informed decisions, and, ultimately, save lives.
Launch of the Design for Impact Framework: Integrating Open Data and Risk Communication for Decision-Making
The framework and publication provide a new organizational resource for project designers working to ensure risk data and information is developed, maintained, and communicated in ways that tangibly build resilience to natural hazards and the impacts of climate change.
Design for Impact: Integrating Open Data and Risk Communication for Decision-Making
A new resource for project designers working with risk data and information. It aims to provide project designers with a framework to guide them in developing projects that have a strong link between development of open risk data and real world decision-making.
Identifying success factors in crowdsourced geographic information use in government
The aim of this updated report is to review governmental projects that incorporate VGI and provide information that can be used to support its wider adoption of VGI. To this end, the report compiles and summarises lessons learned and successful models from government projects in different sectors and at different levels.
Demystifying Satellite Assets for Post-Disaster Situation Awareness
This is a living document that aims to demystify the numerous satellite assets available to the emergency response community. It is published openly on Google Docs, accepting comments, corrections, and criticisms from interested readers.
Introduction to OpenDRI E-Learning Course
This short, self-paced e-learning course provides an overview of the approach and toolset developed by the Open Data for Resilience Initiative.
Introduction to InaSAFE
Learn more about InaSAFE, a free software that produces realistic natural hazard impact scenarios for better planning, preparedness and response activities.
Understanding Risk and Finance Conference
The Understanding Risk and Finance Conference (URf), held on November 17–20, 2015, at the African Union
in Addis Ababa, Ethiopia, convened 450 disaster risk management experts and practitioners to discuss and
share knowledge on how to mitigate the socioeconomic, fiscal, financial, and physical impacts of disasters in
A Glance at the GeoNode
If you’re looking to know more about GeoNode, take a glance at the OpenDRI team created. It gives a basic overview of the tool and briefly explains how and why the platform can be used.
OpenDRI Policy Note & Principles
This publication describes the approach taken by the OpenDRI team to design and enact impactful and sustainable projects with our partner organizations and communities.
Crowdsourced Geographic Information Use in Government
This report, Crowdsourced Geographic Information Use in Government, is based on a six-month study of the use of volunteered geographic information (VGI) by government.