How MapAction is using data to reduce human suffering in Madagascar

For more than a decade, MapAction has provided support to Madagascar’s national disaster management agency, managing and visualising key data to support decision-makers, during tropical storms and cyclones. Now the focus is on strengthening the island’s preparedness for any future disasters. This includes a nationwide review of overall information management capacity and gaps, training of stakeholders, tools to automate processes and a data-driven anticipatory action plan to reduce future suffering.

MapAction’s Head of Data science, Daniel Soares, at a workshop in 2024 in Antananarivo, Madagascar.

“Those who have good preparedness will be safe from danger.” So reads the maxim of Madagascar’s national disaster management agency (Bureau National de Gestion des Risques et des Catastrophes – BNGRC), whose job is to develop and implement contingency plans for natural disasters. 

No easy feat. Madagascar is one of the 10 poorest countries in Africa, meaning resources for this kind of work are stretched. Chronic malnutrition affects nearly 40 percent of children, according to data from the World Food Programme (WFP). More than 90 percent of the 28 million people who live in Africa’s largest island subsist on less than $3.10 p/day, according to the same source. Regular natural disasters add to the chronic food insecurity.

“The south of Madagascar is affected by a recurrent drought and the southeast is prone to recurrent cyclones and flooding,” states a report by WFP. “In these regions, up to 1.31 million people face high levels of acute food insecurity.” 

The BNGRC and partner agencies have a huge challenge to maximise resources for at risk-communities. 

MapAction has been working in Madagascar since 2012, providing maps and information management services for emergency respondents during four natural disasters: Tropical Cyclone Freddy (February 2023), Batsirai (February 2022), Enawo (March 2017) and Tropical Storm Irina (March 2012). These efforts were a combination of in-person responses with UN agencies and partners, as well as remote support. 

MapAction: Intro animation video 2023 from MapAction on Vimeo.

Fighting the climate emergency

In recent years, with natural disasters on the rise due to the climate emergency, humanitarian data use is changing. With the right understanding of risk and data-backed mitigation scenarios, disaster managers and partners in countries on the frontlines of the climate emergency, like Madagascar, can reduce future suffering. Anticipatory actions help save lives by ensuring local disaster managers have the data, tools and capacity they need to mitigate the worst effects of FUTURE disasters. A fire extinguisher puts out fires; an alarm helps prevent the worst flames. 

Data v. future disasters

For several years MapAction has been helping local disaster agencies to adopt the specialist and complex data standards that are required to use anticipatory action tools. This helps them access vital early funding based on pre-agreed ‘triggers’ signalled by data. These tools combine local knowledge of risks with things like climate data, enabling money and resources to be used to protect at-risk communities shortly before a disaster strikes.

In 2023 MapAction created a dedicated Anticipatory Action team and started contributing to the European Union designed INFORM Subnational Risk models, initially in Eswatini and most recently in Madagascar. MapAction’s Daniel Soares and Piet Gerrits co-led a consultation workshop with more than 40 stakeholders from UN agencies, government, academic institutions and civil society organisations in Madagascar in early 2024, in a process co-led by BNGRC, UNDP and UNICEF. 

The main outcome was the agreement on the so-called Madagascar INFORM Framework and the initial data collection. In total, 195 indicators – which cover hazards and exposure, vulnerability and coping capacity – were identified, with 88 flagged as very relevant.  These are all standard indicators for disaster scenarios. UNICEF also facilitated the inclusion of indicators designed to identify at-risk children. 

The data modelling work was preceded by extensive mapping of the disaster response landscape, as well as professional development events for stakeholders in Madagascar, to strengthen the country’s overall capacity to use geospatial and information management tools.

In 2022, MapAction decided to increase its focus on Madagascar, resulting in a spate of new programmes. That same year, MapAction joined Start Network, a network of 90 local and international organisations whose “mission is to create a new era of humanitarian action that will save even more lives.” 

READ ALSO: MapAction supports the Start Network to improve early action in humanitarian response | Start Network

Mapping training & food security

In 2023, MapAction conducted a training programme for staff from Start Network member organisations in Madagascar: team members from our organisation provided hazard data analysis and mapping training for tech representatives from civil society organisations within Start Network. 

READ ALSO: MapAction continues to strengthen global disaster preparedness in summer of 2023

Tool to automate maps in disasters

Since then, longtime MapAction team member Ant Scott has supported Start Network in developing processes to allow the Vulnerability Assessment Tool (video demo) to be shared and published online. The tool was developed in Madagascar, designed for GIS (Geospatial Information Systems, or mapping/spatial analysis tools) professionals at civil society organisations and local disaster managers. It’s a predictive model to understand which districts are most at risk in a cyclone, storm or hurricane. 

A screenshot from the Vulnerability Assessment Tool.

This vital information helps decision-makers to get an overview of a crisis: the places and communities most affected or exposed; the threats to health, wellbeing and security. The work MapAction has been supporting, using the Felt mapping platform, allows the results of the tool to swiftly be disseminated online and combined with other data in a way that gives easy access to everyone involved. 

READ ALSO: MapAction Data Science Lab, the story so far

Research: gaps & opportunities 

Other work has focused on identifying strengths and weaknesses in the country’s overall information management and geospatial sector. MapAction’s Anticipatory Action Analyst, Orla Desmond, met with dozens of stakeholders from government, NGOs and the academic sector in early 2024 in the Madagascar capital Antananarivo, part of a comprehensive ‘mapping’ of the disaster stakeholder landscape. The emphasis was on GIS strengths and weaknesses and anticipatory action. Discussions were held about GIS data sources, the quality and accessibility of data, and the types of data required by organisations carrying out anticipatory actions. Opportunities for improvements were then shared with Start Network in Madagascar as part of a 27-page comprehensive report. 

MapAction’s Orla Desmond at a meeting with stakeholders and partners in Madagascar.

Next steps

Our team also conducted training in parallel on developing baseline maps in a crisis – Who, What, Where maps (known in the industry as the ‘3Ws’) – a fundamental trio for any decision-maker in an emergency. 

Yet our work in Madagascar is far from finished. GIS consultant Ant Scott and data scientist Carola Martens are returning to the island in the Southern African Development Community (SADC) on 17th June 2024 to conduct further training and hands-on workshops in GIS and data management skills. These will be for key personnel identified during the research and other local staff involved in disaster management and anticipatory action planning. The impact will be to strengthen the country’s overall response and planning capacity for disasters. 

Stay tuned for more risk models

Meanwhile, MapAction’s work building INFORM RISK Subnational models – data sets to mitigate hazards and disasters and protect at risk-communities – continues worldwide. 

“The partnership between INFORM and MapAction greatly increases our capacity to support countries to develop INFORM Subnational risk models,” says Andrew Thow, Programme Manager at the UN, an INFORM partner. “These models help countries understand their risks and inform planning and programming to better prevent and prepare for crises and disasters,” adds Thow. 

READ ALSO: Strengthening disaster preparedness country-by-country with the INFORM Risk index

THIS WORK IS FUNDED BY THE GERMAN FEDERAL FOREIGN OFFICE

The work is also supported by the Insurance Development Forum.

For partnerships

(EN) MapAction works with disaster management authorities and networks worldwide to strengthen data quality and humanitarian information management preparedness. If you would like to discuss a potential partnership, please contact our Head of Programmes and Partnerships Marina Kobzeva: mkobzeva@mapaction.org    

(FR) MapAction travaille avec les autorités et les réseaux de gestion des catastrophes dans différentes parties du monde pour renforcer la qualité des données et la préparation à la GI humanitaire. Si vous souhaitez discuter d’un partenariat potentiel, veuillez contacter notre responsable des programmes et des partenariats Marina Kobzeva: mkobzeva@mapaction.org    

(PT) A MapAction trabalha com autoridades e redes de gestão de desastres em diferentes partes do mundo para fortalecer a qualidade dos dados e a preparação para a gestão da informação humanitária. Para discutir uma possível parceria, entre em contato com nossa Chefe de Programas e Parcerias, Marina Kobzeva: mkobzeva@mapaction.org    

Meet Gemma and Charlotte on International Girls in ICT Day

Left: Head of Geospatial Services Gemma Davies. Right: Geospatial Coordinator Charlotte Moss. Image: MapAction.

International Girls in ICT Day, celebrated every April, aims to celebrate female leadership in ICT. “Women are nearly absent from software development, engineering, technology research, academia as well as at the highest levels of policy making. They also tend to leave science and technology jobs at higher rates than men,” states the commemorative day’s UN website. MapAction is nevertheless home to dozens of women staff and volunteers who are software developers, academics, data scientists or geospatial engineers to mention but a few specialisations. We spoke with two: Head of Geospatial Services Gemma Davies and Geospatial Coordinator Charlotte Moss about their passion for geospatial technology and maps.

GEMMA DAVIES, HEAD OF GEOSPATIAL SERVICES

Q: What made you want to get into working with geospatial information systems? 

Gemma: I’ve always loved logical problem solving and when I was first introduced to GIS at university I realised GIS was the perfect way to apply my logical analytical skills to the geography I was interested in.

Q: What is your official job title at MapAction?

Gemma: Head of Geospatial Services.

Q: What have you been working on recently?

Gemma: Most recently I have been working on improvements to our GIS training offer that will help equip people working in organisations like national disaster management agencies to make use of GIS in their work.

Q: What’s next on the horizon?

Gemma: In addition to training development, next on the horizon includes working with our innovation and technology team to automate consistent sourcing and processing of the datasets we most frequently use for emergency response.

Q: What do you like most about your job? 

Gemma: The job is really varied and you get to apply GIS very practically in a way that may positively impact people’s lives.

GIS is a powerful tool that aids understanding of the world around us and enhances decision-making.  Channelling this power in a way that uses the tools to benefit potentially at-risk populations is so important. 

Q: Why does GIS4Good matter?

Gemma: GIS is a powerful tool that aids understanding of the world around us and enhances decision making.  Channelling this power in a way that uses the tools to benefit potentially at-risk populations is so important. 

Three things you love about maps.

Gemma: They provide a virtual insight into places you are yet to explore; they bring information to life in new ways and they can help inform important decision-making.

READ ALSO: She survived a volcanic eruption and helped rebuild her island afterwards. Meet Lavern Ryan, a MapAction volunteer and GIS aficionado.

CHARLOTTE MOSS: GEOSPATIAL COORDINATOR

As a child I used to spend hours drawing treasure maps. Now I get to solve actual geospatial problems using GIS software rather than pencils!

READ ALSO: Putting children on the map in West and Central Africa through geo-spatial analysis

LEARN MORE: What is MapAction (video)?

Putting children on the map in West and Central Africa through geo-spatial analysis

UNICEF, CartONG and MapAction are announcing a new partnership in six countries: Cameroon, Chad, Côte d’Ivoire, Guinea, Mali and Nigeria. The ‘Reach the Unreached’ initiative aims to use analysis of geographic information (GIS) to find families that may be overlooked by those providing services such as birth registration and vaccination. 

Opening workshop in Senegal.

When traditional ways of identifying and registering people’s existence fail, such as government census and birth registration, children risk missing out on vital services like vaccination and receiving birth certificates. Africa is home to 91 million children under the age of 5 without a birth certificate, according to UNICEF data. In 2022 in West and Central Africa, 4.4 million children did not receive a single dose of vaccine, out of about 20 million children. Children lacking a legal identity risk not being included in planning for service provision. 

To address the problem, UNICEF is working with partners MapAction and CartONG, humanitarian GIS specialists, to help health ministries and their supporting national partners, make data-informed decisions to vaccinate children and ensure the necessary lifelong health assistance. 

READ ALSO: Ode to a geospatial humanitarian partnership and shared values

LIRE AUSSI: Partenariat Humanitaire Géospatial Et Valeurs Partagées : Un Hymne À L’action

UNICEF aims to provide the six countries with spatial data and GIS tools, namely maps and dashboards. This will help local authorities and stakeholders locate unreached children that do not access basic services. The data can then assist in decision-making for improving health planning, immunisation and birth registration.

Beyond mapping unreached children, the project will focus on different activities in each country. These will include spatial data collection and assessment, with a focus on health catchment areas, as well as the production of maps and data visualisation tools. The methodology will be documented throughout, alongside extensive capacity building, to enhance sustainability of the tools and methodologies developed.

A meeting of stakeholders in Cameroon. Photo: CartONG.

“We are thrilled to embark on this transformative journey, supporting efforts to light the way for the unseen and ensuring every child’s right to health and identity in West Africa through GIS innovation,” says Naomi Morris, Health Programme Manager for MapAction. 

“After several years of fruitful collaboration with UNICEF and MapAction, we are delighted to embark on this new project, which shows once again the transformative role GIS solutions can have in facilitating decision-making, especially in hard-to-reach areas,” adds Marie Beeckman, Project Lead from CartONG.

Once information is available, UNICEF works with local authorities to help the identified unregistered members of those communities to access birth registration certificates, life-saving vaccination and other services. 

So far the work has taken in scoping trips and landscape mapping of stakeholders in Cameroon. The next focus countries will be Côte d’Ivoire and Mali. Later in 2024, MapAction and CartONG will start similar activities in Chad, Guinea and Nigeria.

What is MapAction? Video

Cet article est également disponible en français grâce à notre partenaire CartONG.

Mettre les enfants sur la carte en Afrique de l’Ouest et du Centre grâce à l’analyse géospatiale

This work is supported by UNICEF.

MapAction Data Science Lab: the story so far

Since its inception MapAction has worked on leveraging technical expertise and geospatial technologies to transform humanitarian decision-making. In 2022, the ‘Data Science Lab’ became an even more integral part of MapAction’s work, adding new staff, resources and projects. 

By Daniel Soares, Head of Data Science, MapAction

The first tentative steps to establish a data science unit at MapAction began in 2020 with one staff data scientist and another volunteer working in partnership with OCHA Centre for Humanitarian Data. The team continued to grow and on a summer night in 2022, the Data Science Lab was officially born. Eighteen months later the team has grown: we now have two staff members and six data science volunteers. Four more are set to join in 2024. This is, of course, without counting our many GIS volunteers with advanced data skills working as data scientists or similar roles in their prestigious day jobs.

READ MORE: A year of collaboration with the Centre for Humanitarian Data

Carola Martens, data science volunteer, taking part in an earthquake simulation to test her deployment capabilities together with geospatial volunteers Fiona Hardie and Claudia Offner. Photo: Daniel Soares

Data projects supporting disaster response 

“At the Global Facility for Disaster Reduction and Recovery (World Bank), I specialise in developing tools for assessing the impacts of natural disasters in various settings. Having joined MapAction I’ve found that it complements this work as it offers me the opportunity to apply my expertise in a different context, where I can contribute both to long-term planning and to direct emergency response.”

Nadia Leonova, MapAction data science volunteer

In the last 18 months our volunteers have done some impressive work, not only on tool development, but on missions leading workshops, as well as supporting our GIS team with disaster response. Below are some examples of tools and projects we’ve been working on.

Rapid flood mapping

The goal of our rapid flood mapping from satellite imagery is to create a tool that is able to estimate flood extents during emergencies using radar satellite imagery. The tool was created by two of our data science volunteers, with Cate Seale developing a Python package that contains all the necessary methods whilst Piet Gerrits worked on equipping the tool with a simple graphical interface. The approach is based on a UN SPIDER tutorial, built using Google Earth Engine. The entire code is naturally open-source and available on GitHUB (GitHub – mapaction/flood-mapping-tool).

Former volunteer and current MapAction Head of Data Science Daniel Soares (left) during the MapAction response to the 2022 Kinshasa floods (DRC) together with an UNDAC team member and a local expert. Photo: MapAction.

READ MORE: MapAction team deploys to Democratic Republic of Congo (DRC) to support UN response to floods 

In 2021, MapAction engaged in a collaboration with HeiGIT (Heidelberg Institute for Geoinformation Technology): the final goal of this work is to produce tools and workflows that can constitute a resource for MapAction’s deployed or remote team members during emergency response. Our first joint project focused on assessing OpenStreetMap data quality. We’re now working to integrate these quality checks into our internal data pipeline.

READ ALSO: MapAction and HeiGIT partner to further geoinformation innovation

Proximity Tool

As part of the same collaboration with HeiGIT, we’re currently developing a Proximity Tool in order to automate road network analysis and identify remote communities and those potentially cut off during an emergency. This tool can also be used for health accessibility analysis (assessing populations not covered by health facilities within a given road distance).

First prototype of the MapAction Proximity Tool developed in collaboration with HeiGIT’s open route service.

Anticipatory action

MapAction substantially increased its anticipatory action focus in 2023. Our new anticipatory action programme kicked-off in July with GFFO funding new work on several projects geared at enhancing geospatial information management for anticipatory action decision makers. This programme will mainly focus on three areas: enabling adoption by partners through stakeholder landscaping and information management projects (ongoing work with the Philippine Disaster Resilience Foundation); implementation of subnational risk models and working around building sustainability and localisation with partners.

READ ALSO: Updates: The Anticipation Hub, The 11th Global Dialogue Platform on Anticipatory Action

The Data Science Lab is actively mainstreaming anticipatory action into its pipeline for the future. We have already started working on building an INFORM Subnational Risk Index for the Kingdom of Eswatini while scoping support for other countries. Our target is to work on four new INFORM subnational models, while updating eight more, over the next two years. We are also currently scoping and planning new projects in partnership with the UN’s Centre for Humanitarian Data around data solutions for anticipatory action. Stay tuned for more details in 2024.

Data science member Piet Gerrits and MapAction Data Visualiser Rob Baker attend an INFORM Subnational Risk training in Italy together with MapAction geospatial volunteer Leon Baruah in September 2023 ( all MapAction members are in blue t-shirts).

Want to be part of the team?

Our 2023 volunteer recruitment process is now closed but a new one will open in 2024 with opportunities for data scientists, data visualisers, data engineers, software developers and geospatial specialists.

Join our MapAction Humanitarian Data Volunteers group on LinkedIn to receive the latest updates re: recruitment or follow MapAction on Twitter, LinkedIn or Instagram.

READ MORE: MapAction looking for volunteers to unlock information management barriers in humanitarian sector

MapAction’s work in geospatial is funded by USAID’s Bureau for Humanitarian Assistance, the German Federal Foreign Office (GFFO), UNICEF, Calleva Foundation and other foundations, private individuals and companies. Learn more here.

Ode to a geospatial humanitarian partnership and shared values

From Mexico to South Sudan, Malawi and worldwide, MapAction and CartONG have worked together for nearly a decade to bring geospatial solutions to the humanitarian aid and international development sector. Our underlying core shared values help us support NGOs and aid actors for more impactful assistance.

Image: CartONG.

What happens if information barriers aren’t broken down for humanitarian agencies in emergencies? Food gets sent to the wrong people, search and rescue teams are misinformed, temporary settlements are set up in misguided places. Lives are lost or ruined because the right data was missing.

Breaking down information barriers

At MapAction and CartONG we embrace and live by the same values embedded in a single idea: the application of geospatial technology to improve the quality and impact of humanitarian assistance and development projects. Every map, mapathon, training event, data analysis tool or geospatial element of disaster preparedness we co-strive to create can be the key to getting aid to a stricken community or to understanding and preparing for the worst effects of a drought, flood or health emergency. These shared core values and resources have led to a beautiful cross-channel partnership between UK-based MapAction and France-based CartONG. A partnership that aims to improve the impact of aid actions by providing decision-makers and vulnerable communities with the right data to understand and mitigate any crisis.

Decade-long partnership

Our partnership has already lasted nearly a decade. As part of the Covid-19 response, MapAction seconded staff to help CartONG with the surge of activities in its partnership with Medecins Sans Frontieres (MSF). Having already worked together for several years on various projects, including as part of the H2H Network, a peer-to-peer humanitarian network, MapAction and CartONG signed a Memorandum of Understanding (MoU) to work more closely together in 2020.

READ ALSO: MapAction strengthens partnership with CartONG

READ MORE: CartONG strengthens collaboration with MapAction via the signing of a MoU

CartONG and MapAction have since worked together on a number of different projects. In Mexico, together with UNICEF and the Mexican government, MapAction and CartONG supported the creation of a dashboard aiming to display and monitor real-time information on key education indicators on elementary schools at the national level in order to map COVID-19 affectations before the start of the new school year in 2020. It was created to display and monitor real-time information on key education indicators for all elementary schools. This relied on over 200,000 individual schools uploading their data on a daily basis, and was the first time that this information would be collected and displayed at a national level.

Screenshot from a dashboard on the Mexico project. Image: Screenshot/UNICEF.

READ ALSO: Developing an analytic dashboard for back to school follow-up in Mexico with MapAction

READ MORE: Post-COVID Progress: Helping Mexican schools reopen

In South Sudan, MapAction and CartONG, together with other partners, worked to  identify the data challenges that might slow down ‘final mile’ vaccine delivery in a challenging data environment. One outcome of this work was the Integrated Humanitarian Data Package, that aimed to give quick and easy access to key geographic data that underpins the planning and delivery of vaccination programmes. This pilot health project highlighted the vital role that geospatial technology can play in creating effective healthcare solutions. High quality mapping and data analysis is key to understanding how many people need vaccinating, where they are, and how and where the vaccines can be safely stored and delivered.

READ ALSO: South Sudan data package to support effective and equitable Covid vaccine delivery

In 2023, CartONG and MapAction again used the IHDP to map the outbreak of cholera in Malawi. We are also both partners on the ‘UNICEF Geospatial Hotline’, where interested UN departments can request specific geospatial services from our organisations.

As we look ahead, we know the crises we try to mitigate will become evermore complex and challenging; the funding landscape evermore volatile. That is why our partnership continues to grow and why the alliances we are building with organisations like H2H, UNICEF and Start Network are so vital. We will soon also be announcing a new and exciting joint-project linked to health in West Africa. More on that soon.

We both remain committed to continue to deliver capacity building events and projects worldwide to strengthen disaster preparedness and improve the impact of humanitarian assistance.

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MapAction’s work in geospatial is funded by USAID’s Bureau for Humanitarian Assistance, the German Federal Foreign Office (GFFO), UNICEF, Calleva Foundation and other foundations, private individuals and companies. Learn more here.