CONRED es el órgano responsable de coordinar con las instituciones públicas, privadas, organismos nacionales e internacionales, sociedad civil en los distintos niveles territoriales y sectoriales, la gestión de riesgo a los desastres, como estrategia integral que contribuye al desarrollo sostenible de Guatemala.

Country-Based Pooled Funds (CBPFs) are established by the UN Emergency Relief Coordinator (ERC) when a new emergency occurs or when an existing humanitarian situation deteriorates. They allow donors to pool contributions into single, unearmarked country-specific funds to support humanitarian efforts, and are managed locally under the leadership of the Humanitarian Coordinator (HC). CBPFs allocate funds to the best placed responders (international and national NGOs, UN Agencies, Red Cross/Red Crescent Movement organizations) through an inclusive and transparent process in support of priorities set out in Humanitarian Response Plans (HRP). In 2016, CBPFs were the largest source of direct funding for national NGOs. Currently, there are 18 active CBPFs, which together received a record $706 million in donor contributions in 2016. Recognizing their critical role, the UN Secretary-General's Agenda for Humanity called on donors to increase the proportion of HRP funding channeled through CBPFs to 15 percent by 2018, which would translate to more than $1.9 billion per year. More details - gms.unocha.org/bi

The education-focused coordination group responding to the emerging educational needs in Cox's Bazar. Organisation Data Description: baseline, programmatic data

Public health institutions in many low- and middle-income countries are awash in data for the first time in history. However, much of the value of this data has not yet been fully realized. This leads to more costly, less effective health programs. Crosscut is a U.S.-based consultancy and technology company that seeks to give Global Health programs an easy way to use complex data to solve specific problems. Our vision is to unlock complex data for Global Health programs to make operations more efficient and effective.

Founded in 1956, the Danish Refugee Council (DRC) is Denmark’s largest, and a leading international NGO - one of the few with a specific expertise in forced displacement. In 40 countries 7,500 employees protect, advocate and build sustainable futures for refugees and other displacement affected people and communities. DRC works during displacement at all stages: In the acute crisis, in exile, when settling and integrating in a new place, or upon return. DRC provides protection and life-saving humanitarian assistance. DRC supports displaced persons in becoming self-reliant and included into hosting societies. DRC works with civil society and responsible authorities to promote protection of rights and peaceful coexistence. Our 6,000 volunteers in Denmark make an invaluable difference in integration activities throughout the country.

We are interested in hearing from people who have used these datasets to improve our products and better understand the impact of this data. Please consider taking this two-minute survey. Data for Good at Meta's program includes tools built from de-identified data on our platform, as well as tools that we develop using satellite imagery and other publicly available sources. When data is shared responsibly with the communities that need it, it can improve wellbeing and save lives.

Development Initiatives (DI) is a global organisation harnessing the power of data and evidence to end poverty, reduce inequality and increase resilience. Our work covers development and humanitarian financing, measuring poverty, inclusive data and more. DI’s Global Humanitarian Assistance (GHA) programme analyses resource flows and programming targeting people at risk of and affected by crises, promoting data transparency and access to information through our research and publications – including our annual GHA reports. Further resources, datasets and interactive data tools are available on our website, including more specific analysis on aspects of humanitarian response, such as gender-relevant financing, cash and voucher assistance, climate finance and localisation. For further details of our work please contact us by email, follow us on Twitter or visit our website.

The Education and Conflict Monitor is an initiative of the Education Above All Foundation working in collaboration with its partners including the Global Coalition to Protect Education from Attack, Insecurity Insight, and Re-coded to collect, share and visualize data on education insecurity. Conflict and insecurity are no reasons to deprive individuals and communities of their right to safe, quality education. Our goal is to make accurate data available to decision-makers during armed conflict and in humanitarian situations to prevent further conflict, to protect the right to education, and to ensure that post-conflict societies can harness the power of education to build peace.

Education Cluster in Yemen

Enveritas is a US-based non-profit founded in 2016 to overcome systemic barriers that prevent the application of proven solutions for ending poverty among smallholder coffee and cocoa growers. Enveritas has developed a new methodology that combines geospatial data processing with on-the-ground observations to offer assurance and insights on a wide panel of topics, such as farm sustainability, deforestation, and quality of education. Enveritas currently works for private companies as well as governments and foundations, and operates in most major cocoa and coffee origins in Latin America, Africa, and Asia.

Since 1969, Esri has helped organizations map and model our world. Our GIS technology allows users to effectively manage and analyze geographic information so they can make better decisions. We offer flexible, configurable, and easy-to-use geospatial solutions that let anyone access informative maps and location apps anywhere and on any platform or device. These solutions are supported by our experienced staff and extensive network of business partners and international distributors. Esri applications provide the backbone for the world’s mapping and location analysis. Esri software is used in more than 350,000 organizations worldwide including NGOs, international organizations, and foundations engaged with the humanitarian community. Private ownership, a zero-debt policy, and a firm commitment to fulfilling the needs of our customers all help Esri maintain its position as the world leader in GIS software. As a socially conscious business, we are proud that our technology is used by many organizations who apply location-based insights to solve problems and make our world a better place to live. We also actively support organizations involved in education, conservation, sustainable development, and humanitarian assistance. Learn more here: www.esri.com/nonprofit and www.esri.com/about-esri#why-we-do-it

Using state-​of-the-art probabilistic modelling, CLIMADA allows to estimate the expected economic damage as a measure of risk today, the incremental increase from economic growth and the further incremental increase due to climate change. The economics of climate adaptation methodology as implemented in CLIMADA provides decision makers with a fact base to understand the impact of weather and climate on their economies, including cost/benefit perspectives on specific risk reduction measures. The model is well suited to provide an open and independent view on physical risk, in line with e.g. the TCFD (Task Force for Climate-​related Financial Disclosure), and underpins the Economics of Climate Adaptation (ECA) approach. As of today, CLIMADA provides global coverage of major climate-​related extreme-​weather hazards at high resolution via a data API, namely (i) tropical cyclones, (ii) river flood, (iii) agro drought and (iv) European winter storms, all at 4km spatial resolution - wildfire to be added soon. For all hazards, historic and probabilistic event sets exist, for some also under select climate forcing scenarios (RCPs) at distinct time horizons (e.g. 2040).

Our research revolves around computational methods to convert image-like sensor data into models of the world. The data we are interested in comes from various sources, including consumer cameras, airborne mapping cameras, laser scanners, range cameras, optical and RADAR systems on remote sensing satellites, etc. The output we aim to deliver are maps and models of the environment, such as virtual 3D object models, or maps of elevation and land-cover. We focus on automatic image interpretation, i.e. we aim to create computer systems which can, with minimal user interaction, extract both accurate geometric measurements and useful semantic interpretations of the observed world from the image data.

FEWS NET, the Famine Early Warning Systems Network, is a leading provider of early warning and analysis on acute food insecurity around the world.

FieldMaps builds mobile, offline, interactive reference maps & globally aggregated datasets for humanitarian use. We leverage open source tools to automate the production of very high resolution outputs from a wide variety of sources. Our algorithm for edge extending allows us to create global edge-matched administrative boundaries updated frequently with new sources.

Fields Data is a humanitarian data-preparedness organisation leveraging local expertise to mitigate the effects of disasters. We collect and share organizational information to facilitate partnerships and help projects increase their efficiencies and social impact. We envision a humanitarian and development community working together to reduce duplication, optimise resources and maximise their impacts.

Food and Agriculture Organization (FAO) of the United Nations

Food Security and Nutrition Working Group, West and Central Africa

The Food Security Information Network (FSIN) facilitates the exchange of technical expertise, knowledge and best practice among food security and nutrition practitioners. Its purpose is to promote timely, independent and consensus-based information about food crises, while also highlighting and addressing critical data gaps. FSIN coordinates the publication of the Global Report on Food Crises.

The geoBoundaries Global Database of Political Administrative Boundaries Database is an online, open license resource of boundaries (i.e., state, county) for every country in the world. We currently track approximately 1 million boundaries within over 200 entities, including all 195 UN member states. All boundaries are available to view or download in common file formats, including shapefiles; we seek to represent countries as they would represent themselves in the case of conflicted boundaries.

GeoThings was funded in 2015, a spin-off company from Industrial Technology Research Institute (ITRI) of Taiwan as the very first technical-oriented social enterprise, focused on information coordination for disaster and emergency preparedness and response. With the investments from the technical industrial leaders, GeoThings started its journey aiming for the development of Information and Communication Technologies (ICT) as the assistant tool and coordination platform for pre-disaster preparedness, in-disaster response, and post-disaster assessment. Not only cooperating with the regional organizations and non-government organizations, GeoThings actively participates in various international activities/communities and was invited as an expert observer of UN-GGIM, co-worked with OCHA on MicroMappers project, became the member of OGC, and partnered with Mapbox, Planet Labs, Digital Humanitarian Networks (DHN), and Humanitarian OSM Team (HOT). Our major software service, geoBingAn, which means “all the best” in Taiwanese, is an App/Web service platform that is currently used by various organizations and agencies. The geoBingAn service has been adopted by some of the city-level government agencies in Taiwan that allows the citizens to report issues such as street light outage to government, and further extended with Asian Development Bank for regional capacity building to strengthen the disaster resilience and emergency response in Armenia, Bangladesh, Fiji, and Philippines.

Ginkgo Biosecurity, the biosecurity and public health unit of Ginkgo Bioworks, is building global infrastructure for biosecurity to empower governments, communities, and public health leaders to prevent, detect, and respond to a wide variety of biological threats. For more information, visit ginkgobiosecurity.com.

The Child Protection Area of Responsibility (CP AoR) is specifically focused on enhancing child protection coordination and response in humanitarian contexts (as defined as Humanitarian Coordinator and Early Warning contexts).

The GEM Foundation is a non-profit, public-private partnership that drives a global collaborative effort to develop scientific and high-quality resources for transparent assessment of earthquake risk and to facilitate their application for risk management around the globe. Assisted by an initiative of the OECD's Global Science Forum, GEM was formed in 2009 as a non-profit foundation in Pavia, Italy, funded through a public-private sponsorship with the vision to create a world that is resilient to earthquakes. GEM’s mission is to become one of the world’s most complete sources of risk resources and a globally accepted standard for seismic risk assessment; and to ensure that its products are applied in earthquake risk management worldwide.

The Global Education Cluster (GEC) supports country clusters and working groups to work towards a predictable, holistic, equitable and well-coordinated response by providing direct and remote field support, developing guidance, building evidence, strengthening capacities and advocating for the continued prioritisation of education, to meet growing education needs of crisis affected children and youth.