Data

GDACS alerts are issued for earthquakes and possible subsequent tsunamis, tropical cyclones, floods and volcanoes. Earthquake, tsunami and tropical cyclones calculations and assessments are done automatically, without human intervention. Floods and volcanic eruptions are currently manually…

List of active aid activities shared via the International Aid Transparency Initiative (IATI). Includes both humanitarian and development activities. More information on each activity (including financial data) is available from [http://www.d-portal.org](http://www.d-portal.org)

This dataset comes from the International Organization for Migration (IOM)'s displacement tracking matrix (DTM) [publicly accessible API](https://dtm.iom.int/data-and-analysis/dtm-api). This API allows the humanitarian community, academia, media, government, and non-governmental organizations to utilize the data collected by DTM.…

This dataset comes from the International Organization for Migration (IOM)'s displacement tracking matrix (DTM) [publicly accessible API](https://dtm.iom.int/data-and-analysis/dtm-api). This API allows the humanitarian community, academia, media, government, and non-governmental organizations to utilize the data collected by DTM.…

This dataset contains data obtained from the [HDX Humanitarian API](https://hapi.humdata.org/) (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the…

This dataset contains data obtained from the [HDX Humanitarian API](https://hapi.humdata.org/) (HDX HAPI), which provides standardized humanitarian indicators designed for seamless interoperability from multiple sources. The data facilitates automated workflows and visualizations to support humanitarian decision making. For more information, please see the…

We use an anonymized snapshot of all active Facebook users and their friendship networks to measure the intensity of connectedness between locations. The Social Connectedness Index (SCI) quantifies the relative probability that two individuals from different…

Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) is a biophysical dimensionless quantity (its values range from 0/no absorption to 1/total absorption) used to assess the greenness and health of vegetation. FAPAR anomalies can be used as…

The Violence & Impacts Early-Warning System (VIEWS) is an award-winning conflict prediction system that generates monthly forecasts for violent conflicts across the world up to three years in advance. It is supported by the iterative research…

# Aggregated figures for natural hazard related events in EM-DAT: *Papua New Guinea* Documentation on the Country Profiles [available here](https://doc.emdat.be/docs/data-accessibility/#the-humanitarian-data-exchange-hdx-em-dat-country-profiles) How to cite the EM-DAT Project [here](https://doc.emdat.be/docs/introduction/#how-to-cite) Main dataset on HDX: [EM-DAT - Country Profiles](https://data.humdata.org/dataset/emdat-country-profiles) More on the EM-DAT database…