Socioeconomic Data and Applications Center (SEDAC)

Socioeconomic Data and Applications Center (SEDAC) Operated by CIESIN, SEDAC is one of twelve NASA Earth Science Data Centers, providing access to socioeconomic data and mapping tools and services.

SEDAC provides downloadable data sets, online information resources, an extensive map gallery, and interactive applications on a wide range of topics, including global population distribution, environmental sustainability indicators, international environmental treaties, observed and projected impacts of climate change, and the spatial distribution of natural hazards, poverty, and many animal species.

Now available: Detailed air quality estimates for public health research developed by Harvard researchers and released b...
05/03/2023

Now available: Detailed air quality estimates for public health research developed by Harvard researchers and released by NASA SEDAC; for urban and non-urban areas of the US 2000‒2019.

According to the World Health Organization (WHO), exposure to air pollution—primarily outdoor air pollution—accounts for seven million deaths each year globally, and around 91% of the world’s population lives in places where air quality levels exceed WHO limits. Air pollution affects both deve...

New Data Set: US climate risks projected at the county level for 2040‒2049 now available from NASA SEDAC,  based on a 20...
05/03/2023

New Data Set: US climate risks projected at the county level for 2040‒2049 now available from NASA SEDAC, based on a 2021 paper published in Natural Hazards. Projections take into account multiple hazards, evolving exposure, and vulnerability. A map gallery displays US climate risk for vulnerability, exposure, hazard, and a composite index.
https://sedac.ciesin.columbia.edu/data/set/crv-us-climate-risk-proj-county-2040-2049

New Natural Hazards Index!CIESIN helped with GIS analysis for a new mapping tool examining weather & climate vulnerabili...
05/03/2023

New Natural Hazards Index!

CIESIN helped with GIS analysis for a new mapping tool examining weather & climate vulnerabilities across the U.S, from The National Center for Disaster Preparedness (NCDP), the Columbia University Climate School. This major upgrade to the tool, first released in 2016, displays hazards data of 14 types, in the US and Puerto Rico (where available) at the census tract level.

Product Overview The first step in disaster preparedness, according to the NCDP Model of Preparedness, is to know your risks. Knowing which hazards exist

NASA SEDAC's new Groundswell dataset may help international development and humanitarian assistance communities forecast...
03/10/2023

NASA SEDAC's new Groundswell dataset may help international development and humanitarian assistance communities forecast the effect of slow-onset impacts of climate change on internal migration in 112 low- to middle-income countries. Learn more in this new NASA article describing the data set and potential applications: https://go.nasa.gov/3yut5dG

12/16/2022

4 new Esri StoryMaps featured on SDGs today estimate indicators of select progress towards the Sustainable Development Goals (SDGs): access to electricity, an all-season road, public transport, and an urban public space. Developed by CIESIN research assistant James Gibson with senior geographic information specialist Linda Pistolesi.
Follow the links to view the indicator StoryMaps:
https://arcg.is/1eHuOW
https://arcg.is/1K1Hbv0
https://arcg.is/1e10vS
https://arcg.is/0izifC
View the dashboards for the StoryMaps on the SDGsToday data storytelling platform: https://bit.ly/3FW56IS
The downloadable data related to these maps will be available soon at our NASA SEDAC Web site.

Just released as part of our collection, Air Quality for Health-Related Applications, Daily and Annual PM2.5, O3, and NO...
12/16/2022

Just released as part of our collection, Air Quality for Health-Related Applications, Daily and Annual PM2.5, O3, and NO2 Concentrations at ZIP Codes for the Contiguous U.S., v1 (2000 – 2016), supports research in environmental epidemiology, environmental justice, and health equity by linking with ZIP Code-level demographic and medical data sets.

Wei, Y., X. Xing, A. Shtein, E. Castro, C. Hultquist, M. D. Yazdi, L. Li, and J. Schwartz. 2022. Daily and Annual PM2.5, O3, and NO2 Concentrations at ZIP Codes for the Contiguous U.S., 2000-2016, v1.0. Palisades, New York: NASA Socioeconomic Data and Applications Center (SEDAC). https://doi.org/10....

Air pollution is a serious problem around the globe, and although there are many toxins that can adversely affect human ...
09/13/2022

Air pollution is a serious problem around the globe, and although there are many toxins that can adversely affect human health, the pollutants thought to pose the biggest risk to public health include fine particulate matter (PM2.5), ozone (O3), and nitrogen dioxide (NO2).

To assist public health, environmental, and air quality researchers in their investigations of pollution’s effects on human health, NASA’s Socioeconomic Data and Applications Center (SEDAC) has released an Air Quality Data for Health-Related Applications data collection consisting of three datasets: Daily and Annual PM2.5 Concentrations for the Contiguous United States (2000–2016), Daily 8-Hour Maximum and Annual O3 Concentrations for the Contiguous United States (2000–2016), and Daily and Annual NO2 Concentrations for the Contiguous United States (2000–2016).

The datasets were developed by a team of researchers from Harvard University’s T.H. Chan School of Public Health (SPH) led by Dr. Joel Schwartz, Professor of Environmental Epidemiology.
“There has long been a recognition that satellite data could inform the measurement of air pollutants such as PM2.5, NO2, and O3,” said Dr. Alex de Sherbinin, SEDAC deputy manager. “PM2.5 in particular is one of the leading killers in the world. If you look at the global burden of disease, it’s among the top causes of premature death, particularly in regions like Asia where pollution levels are high owing to coal-fired power plants. Dr. Schwartz’s data are important for many users in the public health and environmental fields, and a complement to a number of global gridded products hosted by SEDAC that measure average PM2.5 and NO2 concentrations at annual time steps.”

To learn more about this product suite: https://go.nasa.gov/3qx5g0S

Image: This map displays the annual average concentration in micrograms per cubic meter of PM2.5 predictions for 2016 gridded at a spatial resolution of 1 km. Areas of dark brown indicate higher concentrations and areas of light brown indicate lower concentrations. Annual PM2.5 concentrations for the contiguous United States are part of the Air Quality Data for Health-Related Application collection. Credit: SEDAC

Lamont-Doherty Earth Observatory, which has a long tradition of pioneering women scientists, recognizes   with pride and...
02/11/2022

Lamont-Doherty Earth Observatory, which has a long tradition of pioneering women scientists, recognizes with pride and commitment to .

In this beautiful flipbook, discover the work of CIESIN’s spatial data scientist Carolynne Hultquist, geographer Sandra Baptista, and GIS specialist Linda Pistolesi--and the stories of some of the other extraordinary of , Climate School, University in the City of New York Department of Earth and Environmental Sciences, and Research Institute for Climate and Society.

Lamont-Doherty Earth Observatory, which has a long tradition of pioneering women scientists, recognizes International Day of Women and Girls in Science with pride and commitment to full and equal access to participation in science for women and girls. In this flipbook, meet some of the extraordinary...

New paper published in Earth System Science Data uses improved data inputs to estimate the population at risk to rising ...
12/20/2021

New paper published in Earth System Science Data uses improved data inputs to estimate the population at risk to rising sea levels; and “fitness for use” guidelines help policymakers better navigate data options.The data set was developed and is distributed by the NASA Socioeconomic Data and Applications Center managed by CIESIN.

Paper: https://doi.org/10.5194/essd-13-5747-2021 Blog: https://news.climate.columbia.edu/2021/12/20/improving-estimates-of-population-exposed-to-sea-level-rise-not-as-straightforward-as-it-may-seem/ Data: https://sedac.ciesin.columbia.edu/data/set/lecz-urban-rural-population-land-area-estimates-v3

Celebrate GIS Day 2021 via Our CIESIN Story Map!Our Esri Story Map celebrates CIESIN’s rich history of innovative data r...
11/17/2021

Celebrate GIS Day 2021 via Our CIESIN Story Map!

Our Esri Story Map celebrates CIESIN’s rich history of innovative data research and development powered by GIS.

Thanks to Juan Martinez for leading production, with Mairead Milán and Tricia Chai-onn, of highlights of CIESIN’s work, here:

https://arcg.is/W5PDn

Findings of a new report, Groundswell II, project increased migration w/in 6 world regions—as many as 216 million intern...
09/14/2021

Findings of a new report, Groundswell II, project increased migration w/in 6 world regions—as many as 216 million internal migrants by 2050. Read the blog by CIESIN senior research scientist Alex de Sherbinin: https://news.climate.columbia.edu/2021/09/14/climate-migration-projections/

He is also one of the lead authors of the report, by CIESIN, the World Bank, CUNY Institute of Demographic Research, and Potsdam Institute for Climate Impact Research: https://openknowledge.worldbank.org/handle/10986/36248

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PO Box 1000, 61 Route 9W
Palisades, NY
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