Data Use - Fine Particulate Air Pollution and Diabetes The Lancet Planetary Health – July 13, 2018

Using satellite-based Global Annual PM2.5 Grids from MODIS, MISR and SeaWiFS Aerosol Optical Depth (AOD), v1 from SEDAC to uncover the relationship between air pollution and type 2 diabetes.

Data Use - Closed Season - Land Subsidence and Groundwater Sensing Our Planet – July 3, 2018

Population data from SEDAC combined with NASA satellite imagery to examine groundwater storage and land subsidence in Mexico.

Data Use - Population, Storm Energy and Tornado Casualties Geophysical Research Letters - April 30, 2017

SEDAC Gridded Population of the World (GPW) v4 data were used in an examination of the population and energy elasticity of tornado casualties.

Map Gallery - Poverty Mapping Global Subnational Infant Mortality Rates, Version 2

A map collection featuring global infant mortality rates as of 2015.

Map Gallery - Satellite-Derived Environmental Indicators Trends in Global Freshwater Availability from the Gravity Recovery and Climate Experiment (GRACE)

A map collection featuring freshwater availability data derived from the Gravity Recovery and Climate Experiment (GRACE), 2002-2016.

Map Gallery - Land Use and Land Cover Development Threat Index, 2015

A map collection featuring terrestrial development threats produced by aggregating individual habitat threats such as agricultural expansion, urban expansion, mining, and energy (oil and gas, coal, biofuels, solar, and wind) development.

Tools and Apps - POPGRID Viewer Web-based application that enables direct comparison of different population data sets based on different data sources and methodologies.

Tools and Apps - SEDAC Hazards and Population Mapper - Android The Hazards and Population Mapper (HazPop), Android version, is a free mobile application that enables users to easily display recent natural hazard data in relationship to population, major infrastructure, and satellite imagery.

Tools and Apps - SEDAC Citations Database A searchable database of all identified publications that cite data distributed by the NASA Socioeconomic Data and Applications Center (SEDAC).

Theme - Population Distribution and Change Find data sets, maps, map services, featured uses of data and other resources related to Population Distribution and Change.

Theme - Poverty and Economic Indicators Find data sets, maps, map services, featured uses of data and other resources related to Poverty and Economic Indicators.

Theme - Applications of Satellite Remote Sensing Find data sets, maps, map services, featured uses of data and other resources related to Applications of Satellite Remote Sensing.

Resource - POPGRID Data Collaborative POPGRID aims to bring together and expand the international community of data providers, users, and sponsors concerned with georeferenced data on population, human settlements and infrastructure.

Resource - NASA Webinar: Mapping Urban Areas This cyberseminar looked at Mapping Global Urbanization using Landsat and High-Resolution Reference Data.