This last month has been a busy one for I-REACT. We completed the first half of the project, and presented our technology for the first time ever. But we haven’t stop there. This month we also organised two workshops: one in Boston, USA, and the other one in Incheon, South Korea.

In them, we were able to gather selected groups of professionals to discuss how modern technologies can be integrated in the fight against disasters, and the different solutions we are developing. Just so you do not miss anything, here is our brief summary of the two workshops:


The I-TENDER workshop focused on how public safety services can benefit from the use of technology to respond against disasters. Claudio Rossi presented a Keynote on I-REACT project, while the other 9 presentations presented papers on how to use data analysis to filter relevant information on a disaster situation; how positioning techniques can improve the response and safety of rescue parties and emergency responders; and how technology helps in the deployment of public-safety and emergency networks.

The workshop took part in Incheon, South Korea, on December 12 and was hosted within the ACM CoNext Conference. A list of all the papers presented at the workshop can be found here, and more information on the workshop can be consulted here.


The Data Science for Emergency Management (DSEM) was centered on the role of Big Data and Data Science in the natural hazard management area.

The keynote speaker, Prof. Carlos Castillo, presented an overview about the current state of the art on the Big Crisis Data topic and provided interesting insights on a better exploitation of crowdsourcing solutions. The DSEM workshop featured papers on novel and innovative solutions for emergency management: social media and unstructured data, crowdsourcing and user feedback, forecasting models, decision support systems, and resource allocation and crowd control during emergencies.

The workshop was held on December 11, 2017 in Boston, USA, co-located with the 2017 IEEE International Conference on Big Data. A list of all the papers presented at the workshop can be found here, and more information on the workshop can be consulted here.

We close this 2017 with a lot of activity,but we are not stopping here. This 2018 we are organizing a workshop within the ISCRAM 2018, the 15th International Conference on Information Systems for Crisis Response and Management. The workshop will be in May, but the deadline for submitting your paper is on January 15, so send it now!

I-REACT is an ambitious project. It relies on several technologies that must be implemented together, and that must be able to work properly, in a timely manner and under pressing circumstances. But these are only some of the technical difficulties. We face another challenge: the I-REACT system (and its app) must be easily adopted by citizens, emergency responders and decision makers across Europe. That’s why being in contact with emergency responders and civil protection agencies from the first moment is crucial for the project. Having their feedback on what their needs are is really important, so we can develop tools that are both useful and easy to use.

To gather this feedback, I-REACT relies on the experience of CSI Piemonte, and organization that has been working very closely with those who handle risks for more than 25 years. Workshops and face to face gatherings are one of the best ways to obtain information from experts. So a year ago we organized a meeting with emergency responders and other stakeholders.

At this meeting, we shared coffees with emergency responders, see them discuss together, exchange experiences… and here is what we have learnt from them, that we have been taking into account in the last year of design: their five nuggets of wisdom.

Technology is important… but implementation is key

Technology is a good ally in fighting disasters, but—as it happens with every technology—adopting new tools will have an impact on the job organization. Here’s when those coffees with emergency responders pay off: they let us peek behind the curtain, to see what impact our technologies will have on their day to day work.

Location, location, location!

This old real estate agents’ mantra can be applied also to emergency responders. We asked them about data visualization and we found that maps are the most useful tools: risk maps and road maps, to design effective strategies. We are visual beings. Hundreds of years of evolution have wired our brains to identify patterns and interpret visual information quickly. So having all the information available drawn into a map seems a perfect way to assess the situation.

All roads lead to Rome…

A while ago, we relied on very few communication channels: newspapers, TV and radio. Nowadays we have so many (Facebook, Twitter, WhatsApp,), that is hard to keep track. And there is a clear generational gap in the use of these channels: while people in their 40s onward seem to rely more on traditional channels, people under 30 use social media as their main source of information. So it is important for authorities to understand and use these new channels available, as well as the old ones.

… but some are faster than others

Over 2.5 billion people use social media channels worldwide. While this number rises every year, it is not the only advantage that social media can provide in an emergency. Social media users consume and provide real-time information, which is extremely useful for emergency responders. This communication happens almost instantly, and can happen directly between citizens and authorities, which can be a real life-saver when fighting against disasters.

Internet bots and disasters: not a good mix

In the era of fake news, where bots play on hot trends in social media, we must be able to distinguish between noise and signal. We already know that citizens can provide a lot of useful information during an emergency, but how do we separate wheat from chaff? Linguistic analysis and geolocalization will serve as preliminary sorting tools, but final decision will require the expertise of human eyes.

I-REACT aims to be emergency-responders’ eyes and hands on the ground, but we thought that the first step should be to pick their brain. This provided insights that we didn’t know before. Do you have any other insight that might be helpful? Please let us know in the comments!

When Hurricane Katrina hit the American coast in 2005 Facebook was a newcomer to a still-to-be-developed world wide web, there was no Twitter to have news updates and less than 70% of citizens owned a mobile phone. Today, with more portable devices than citizens and an ever-constant interaction through social networks, the way we obtain and share information during crisis has drastically improved. This is proving very helpful in recent crisis like the 2013 super typhoon Haiyan in the Philippines where Twitter was the single greatest information source for response and recovery efforts.

Social media is becoming essential for authorities to access vital information provided by citizens that would not be available otherwise, which improves the prevention and response to critical events. However, social network information is largely unstructured arising from the fact that everyone can be an information source. From eyewitnesses to emergency responders or NGOs, that can provide information from the ground, to mass media that amplifies the message, or even outsiders showing sympathy and emotional support. In this context, there are many factors that affect how the information flows, such as the use of hashtags which is very diverse and can sometimes hamper the identification of relevant data. Thus, it is necessary to analyse social media to place the pieces of the puzzle together.

The extraction and analysis of social media information is an important part within the I-REACT project. This information obtained from citizens will complement data coming from earth observations, UAVs, or emergency responders, among others, to provide real time data on floods, wildfires, earthquakes and other natural disasters. For this, Natural Language Processing (NLP) technologies developed by the I-REACT partner CELI, are being used to analyse big data streams from social media.

To do this, great amounts of information are initially collected from social networks by using searches on generic keywords such as “earthquake” or “flood”. Although this information will be unstructured, all or most of the emergency-related material will be gathered this way. Since this data can be compared to that of past events and to “regular” behaviours on social networks, a vital information will be generated: detecting if something unexpected is going on and spotting the occurrence of an emergency in real time.

This information will then be validated through linguistic analysis and machine learning techniques. Here, it is possible to select the emergency-related contents and identify useful information such as the type and location of event, the casualties, or the damage to infrastructures and services. In addition, we can also have information about the sentiment of the message, which is important to create panic maps and to prioritise actions on the ground. And once the event is concluded, the system keeps collecting data so that it can be continuously tested in spotting new emergencies from social media. This way, this tool will progressively learn and refine its ability to identify disasters.

Overall, social media analysis provides fast and relevant information during emergencies, highlighting the fact that these communication channels are not only changing the way we live and interact with each other, but also making every citizen an essential part in the fight against disasters.

On the 23rd of June 2016, a side event on “High Impact Weather and Climate Induced Emergencies” was held as part of the Fourth meeting of the Community of Users on Safe, Secure and Resilient Societies. This event was organised under the umbrella of our project and in collaboration with ANYWHERE (Enhancing emergency management and response to extreme weather and climate events), which have been recently funded under the DRS-1-2015 call for crisis management to respond to extreme weather and climate events. This session was meant to stimulate exchanges and collaboration between these two projects, as well as fostering interaction with end users.

Both projects aim to leverage on technological advancements to increase the resilience of European citizens and assets to natural disasters. Although their approach differs in scope and technical implementation, both projects aim to provide comprehensive analysis systems to integrate multiple data sources and provide the fastest and most accurate information to all stakeholders involved in disaster prevention and management.

The event revolved around three main themes in which both projects have a crucial stake. A first discussion was held on the mechanisms to incorporate the real needs of first responders, risk managers and policy implementation organisms, in the management of high impact weather induced emergencies. At this session representatives of the Spanish administration commented on hydrometeorological Early Warning Systems, previous European project coordinators (DROUGHT-R&SPI and WMO/GWP projects) elaborated on drought management and policy making and UNESCO representatives discussed on the international cooperation in DRR issues. The second theme was centred on building a Community of Users in climate and weather induced emergencies. At this session, experiences from previous initiatives and current networks were discussed with the participation of JRC presenting the Community of Users of EFAS, the RISC-KIT project coordinator sharing experiences on the integration of stakeholders and end users of hydro-meteorological events in the coastal zone, and the online tool USHAHIDI was presented as a way to link citizens during disasters. The third theme was focused on the market uptake of the DRS solutions, potentially those developed as part of I-REACT and ANYWHERE projects. Discussion around this issue was held by representatives from the I-REACT partners AQUOBEX, specialised in technological solutions to floods, and geo-information specialists GEOVILLE, in addition to the ANYWHERE partner AIRBUS, that presented different technological solutions on DRR. 

Overall, the event fostered synergies and collaborations between past and present European projects, and end users, in order to integrate information and provide joint solutions to the management of disaster risks and crises of different kinds and it has been featured in the DRKMC Newsletter.