Environmental Sustainability Indicators and Trends

The majority of countries worldwide will fall short of the net-zero goal to reduce greenhouse gas (GHG) emissions by 2050, according to the 2022 Environmental Performance Index (EPI) produced by researchers at the Yale Center for Environmental Law & Policy (YCELP) and CIESIN. The EPI uses emissions data from the past 10 years as a basis for projecting mid-century levels for 180 countries. For the first time India’s EPI score was the lowest among all countries, reflecting its drastically poor air quality and quickly rising GHG emissions. Intensifying air pollution and increasing GHG emissions also placed China towards the bottom of the 2022 scorecard, at 160. Among rich countries, the US was ranked low at 43; although it has reduced its emissions, its starting rate is so high that it is unlikely to make the 2050 target. Countries beset by conflict or other crises such as Myanmar and Haiti or nations that favored economic growth over environmental concerns—for example, Vietnam, Bangladesh, and Pakistan—also received low rankings.

Denmark was again rated the most sustainable nation, with the United Kingdom and Finland close behind owing to success in cutting GHG emissions. Sweden and Switzerland were among high-scoring countries for air and water quality. Offering insights into the drivers of good environmental performance, CIESIN senior research scientist Alex de Sherbinin, one of the lead authors of the 2022 EPI, explained, “Good governance, policy commitment, and targeted environmental investments separate the nations that are moving toward a sustainable future from those that are not. High-scoring countries have well-thought-through programs to protect public health, conserve natural resources, and mitigate greenhouse gas emissions.”

The 2022 EPI used 40 performance indicators to rank 180 countries on their proximity to international targets for addressing air and water pollution, waste management, and biodiversity and habitat protection, as well as the transition to a clean energy future. Even with continuing lags in GHG emissions reduction worldwide, over the past decade significant progress has been made on critical environmental health issues like sanitation, drinking water, and indoor air pollution. YCELP and CIESIN have collaborated in producing the EPI biennially since 2006.

Adapted from a press release by the Yale Center for Environmental Law & Policy.

Source: Understanding Flood Vulnerability: A Case Study of Harris County (StoryMap)

Climate change disproportionately affects the poor and socially vulnerable. The scientific community is responding in its commitment to data and services development that can advance environmental justice. A recent NASA Earthdata Backgrounder profiles some of the work the NASA Socioeconomic Data and Application Center (SEDAC) is doing in this area.

The backgrounder describes a research project focused on the low-wealth, predominately Black community of the Hampton Roads region of Norfolk, VA, which is experiencing rising sea level rise in part because the land area is sinking. SEDAC population data was paired with satellite data to reveal high population density combined with anomalously high sea surface height in this area, identifying high vulnerability. Integrating different types of data in this way lets planners and policymakers make better-informed mitigation decisions that take into consideration social as well as physical impacts of sea-level rise, better insuring environmental justice for vulnerable communities.

In a second example, in collaboration with the International Research Institute for Climate and Society (IRI), SEDAC helped develop an index that assesses flood vulnerability for Harris County, Texas. Taking a multidisciplinary approach to capturing resilience and susceptibility to flooding, 15 indicators were combined into an aggregate index. The tool can visualize flood vulnerability at the block group level for Harris County and analyze relative flood vulnerability across the region, improving prioritization of flood remediation policies and aid.

CIESIN director Robert Chen, with associate director for Science Applications Alex de Sherbinin and research scientist Susana Adamo, helped organize and co-lead a NASA Equity and Environmental Justice virtual workshop, in their respective SEDAC roles as manager, deputy manager, and project scientist. The workshop report was released in December 2021.

Tuholske et al., PNAS, 2021 Annual municipality-level increases in the rate of urban population exposure to extreme heat, 1983–2016.

Rising air temperatures associated with climate change are a threat to cities throughout the world, but especially to the urban poor. The poor generally have fewer adaptive resources and less protective shelter; they have greater health vulnerability to extreme heat, and lower ability to evacuate. These conditions can be exacerbated by the urban heat island effect, where closely spaced structures with lots of pavement and limited green space, common to poorer neighborhoods worldwide, retain heat more readily and for a longer duration. Better understanding of patterns of local exposure to extreme heat is critically needed to design adaptive measures and improve health outcomes. However, until now, global, fine-resolution data on the intersection of extreme heat and population distribution in urban settings have been limited.

A new study published in the prestigious journal, Proceedings of the National Academy of Sciences (PNAS), “Global Urban Population Exposure to Extreme Heat,” is the first to combine temperature, relative humidity, and population data to provide a more detailed and comprehensive view of how extreme heat exposure is likely to impact many more people in cities around the world in the coming decades. Lead author is Earth Institute Fellow Cascade Tuholske, based at CIESIN, with co-authors Kelly Caylor, Chris Funk, Andrew Verdin, Stuart Sweeney, Kathryn Grace, Pete Peterson, and Tom Evans. The team used new, fine-resolution temperature, relative humidity, and population data to assess urban extreme heat exposure in more than thirteen thousand cities, from 1983 to 2016. Using a daily maximum wet bulb globe temperature threshold of 30°C (86°F)—which accounts for a combined impact of both temperature and humidity on human health and wellbeing—global exposure was seen to increase nearly 200% from 1983 to 2016. Total urban warming elevated the annual increase in exposure by approximately 50% compared to urban population growth alone. Exposure increased for nearly half of urban settlements worldwide, which in 2016 comprised 1.7 billion people.

The authors also found that how total urban warming and population growth drove the trajectory of exposures was not evenly distributed, thus reinforcing the importance of crafting adaptation measures that address local needs. Their findings further suggest that previous research has underestimated extreme heat exposure, underscoring the necessity for improved data to support the development of targeted adaptions such as early warning systems to reduce harmful effects, especially on the urban poor. Visualize the Data/Associated Press  

CIESIN scientists remain active in a number of different scientific communities, despite travel restrictions due to the COVID-19 pandemic. On April 27, at the virtual meeting of the European Geophysical Union, Martin Juckes, co-manager of the Intergovernmental Panel on Climate Change (IPCC) Data Distribution Center (DDC), presented a lightning presentation and poster paper, “IPCC Data Distribution Centre: FAIR Data from Climate Research to Mitigation Policy.” Robert Chen and information scientist Xiaoshi Xing were co-authors. CIESIN is one of four organizations that jointly operate DDC; the other three are based in the UK, Germany, and Spain. The IPCC DDC provides access to key data sets used in IPCC assessments and reports. Also participating was Robert Downs, CIESIN senior digital archivist, who co-authored the presentation, “Towards Developing Community Guidelines for Sharing and Reusing Quality Information of Earth Science Datasets,” given by Carlo Lacagnina, Barcelona Supercomputing Centre.

Senior digital archivist Robert Downs participated virtually in the Research Data Alliance (RDA) 17th Plenary Meeting (RDA P17) April 20–23 and the 16th International Digital Curation Conference (IDCC21) on April 19, both coordinated from Edinburgh, Scotland. During RDA P17, Downs presented the poster, “Peer Review of Open Research Data: The Approach of a Scientific Data Center.” He also chaired the joint session, “Collaborating to Improve Platforms and Share Resources among Open Data Repositories,” where he presented, “Improving Repositories through Collaboration.”  At the IDCC21, Downs gave the presentation, “Documentation to Foster Sharing and Use of Open Earth Science Data: Quality Information,” co-authored with Ge Peng of NASA’s Marshall Space Flight Center, David Moroni of NASA’s Jet Propulsion Laboratory, Hampapuram Ramapriyan of Science Systems and Applications, Inc., and Yaxing Wei of Oak Ridge National Laboratory. 

As part of the International Research Institute for Climate and Society (IRI) seminar on April 20, CIESIN postdoctoral research scientist Carolynne Hultquist gave the presentation, “Bringing Vulnerable Populations into the Flood Risk Equation.” Two graduate student interns also participated: Raychell Velez, who is working toward her MS in geographic information systems (GIS) at Lehman College of the City University of New York; and Colleen Neely, an MPA student in environmental science and policy at Columbia’s School of International and Public Affairs (SIPA). Hultquist gave an overview of relevant data and services from the NASA Socioeconomic Data and Applications Center (SEDAC) and described ongoing efforts to improve vulnerability data for flood risk assessment. Velez presented work supported by SEDAC to develop high resolution data on building exposure to floods using artificial intelligence (AI) approaches. Neely, an Earth Institute intern with Hultquist and IRI scientist Andrew Kruczkiewicz, discussed work on a high resolution flood vulnerability index for Houston, Texas, designed to support more equitable flood mitigation efforts.

The Joint Research Centre (JRC) of the European Commission has released the 2020 edition of the Atlas of the Human Planet, focused on open geoinformation for research, policy, and action, under the auspices of the Human Planet Initiative of the Group on Earth Observations (GEO). This year′s Atlas features more than 30 applications of the georeferenced human settlement and population data in four thematic areas: disaster risk management, urbanization, development, and environment and sustainability. Two of the applications showcased were developed by CIESIN: the Global COVID-19 Viewer operated by the NASA Socioeconomic Data and Applications Center (SEDAC), in “Mapping the COVID-19 Pandemic and Potential Risk Factors,″ and a summary of an update to a 2007 data set available from SEDAC, in “New Estimates of Global Population and Land in the Low Elevation Coastal Zone Using GHSL-based Data Sets.″ The first showcase was prepared by CIESIN director Robert Chen, GIS programmer Kytt MacManus, and associate director for Science Applications Alex de Sherbinin. The second was authored by MacManus, former SEDAC project scientist Deborah Balk of Baruch College, staff associate Hasim Engin, UK demographer Gordon McGranahan, former research staff assistant Rya Inman, and intern Alexandra Hayes.

The JRC organized a virtual launch event January 21 that drew more than 90 participants. The event included 4 short presentations on selected applications, including the Global COVID-19 Viewer example, described by Chen. The Viewer, developed and enhanced in 2020, helps users visualize a range of data on COVID-19 cases and mortality in relationship to spatial data on demographic and environmental factors that may affect exposure and vulnerability, such as age structure, degree of urbanization, air quality, and elevation. Chen and Martino Pesaresi of the JRC are co-leaders of the GEO Human Planet Initiative.

Due to the ongoing pandemic, many international conferences have shifted to online, virtual platforms in 2020, opening up opportunities for CIESIN staff to interact remotely with new communities and showcase recent work and new resources. For example, associate director for Science Applications Alex de Sherbinin recently gave a remote keynote address, “Groundswell Model Results for South Asia,” November 25 at the International Conference on Building Resilient and Sustainable Societies, organized by Jamia Millia Islamia University in New Delhi. The address discussed ongoing work with the World Bank to model how climate impacts may induce migration out to 2050. He and research scientist Susana Adamo also participated in the virtual meeting of the Platform for Disaster Displacement’s Data and Knowledge Working Group November 24, where they gave the respective presentations, “Novel and Big Data Approaches to Identifying Disaster Displacement,” and “Migration, the COVID-19 Pandemic, and Climate in Central America’s Northern Triangle.”

During the International CODATA FAIR Convergence Symposium 2020 held virtually November 27–December 4, CIESIN director Robert Chen presented in a panel session, “Synergies between Citizen Science Data and the UN Sustainable Development Goal (SDG) Indicators,” organized by Dilek Fraisl of the International Institute for Applied Systems Analysis (IIASA) in Austria. Chen then led a breakout group within this session. Alex de Sherbinin also contributed to the session, “Citizen Science in Africa for the SDGs,” giving closing remarks. The Symposium was organized by the Committee on Data (CODATA) of the International Science Council and the GO FAIR initiative.

On December 1 Chen gave a short presentation, “Open Data Sharing Across the Disaster Lifecycle," in the community session, "A Call to Action for Resilience: Moving from Research to Practice,” held as part of the World Bank’s 2020 Understanding Risk Forum (UR2020) December 1–3. The session was organized by Charles Huyck of ImageCat, Inc. and Shanna McClain of NASA. Chen highlighted the importance of open data access and reuse throughout the disaster management lifecycle, not just in the immediate aftermath of an extreme event.

Professor Stefan Leyk of the University of Colorado organized and led a virtual workshop November 30, “Gridded Population Data for the Sustainable Development Goals,” for experts from Colombia's National Administrative Department of Statistics (DANE) and Paraguay's General Directorate of Statistics, Surveys, and Censuses (DGEEC). The workshop provided an overview of the development and sources of gridded population data, hands-on technical training in working with selected data, and a forum for obtaining feedback on user needs. CIESIN Director Robert Chen gave introductory remarks during the opening session, and in the final session research scientist Susana Adamo provided an update in Spanish on progress and plans for the fifth version of the Gridded Population of the World (GPW) data set. Associate director for Science Applications Alex de Sherbinin, associate director for Geospatial Applications Greg Yetman, and research staff assistant Juan Martinez also attended.

The workshop was organized by Leyk and Maryam Rabiee of the Thematic Research Network on Data and Statistics (TReNDS) of the United Nations Sustainable Development Solutions Network (SDSN), under the auspices of the POPGRID Data Collaborative. Funding for the workshop was provided by Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH. POPGRID is an initiative launched by CIESIN in 2017 to bring together both developers and users of global georeferenced population data in support of development applications. POPGRID activities and resources are supported in part by the Bill & Melinda Gates Foundation and the NASA Socioeconomic Data and Applications Center (SEDAC). Leyk is also a member of SEDAC′s User Working Group.

The 2020 United Nations (UN) World Data Forum was held virtually October 19–21, in place of a physical meeting in Bern, Switzerland, that has been postponed to 2021. The Forum serves as a platform for intensifying cooperation on sustainable development data across a diverse set of communities, under the auspices of the UN Statistical Commission.

Several CIESIN staff participated actively in the Forum. On October 20, Sandra Baptista, senior research associate, and Andrea Jordan, special assistant to the deputy director, both representing the Geo-Referenced Infrastructure and Demographic Data for Development (GRID3) program, co-organized the live panel, “Use of Geospatial Data to Support COVID-19 Response,” with Colombia’s National Administrative Department of Statistics (DANE). The panel was moderated by Io Blair-Freese of the Bill & Melinda Gates Foundation and included two partners in the GRID3 program: Prince Clem Ikanade Agba, minister of state for budget and national planning of the Federal Republic of Nigeria and co-chair of GRID3′s Nigeria national steering committee; and David Moinina Sengeh, minister of basic and senior secondary education and chief innovation officer for the Government of Sierra Leone.

The Forum also included a number of pre-recorded sessions. NASA, UN-Habitat, the European Space Agency, and the Group on Earth Observations (GEO) organized a session on the use of Earth observations to make cities inclusive, safe, resilient, and sustainable. CIESIN Director Robert Chen co-authored a short presentation with Thomas Kemper of the European Commission′s Joint Research Centre on behalf of the GEO Human Planet Initiative, which he co-leads. They also participated in a pre-recorded question-and-answer session.

Recordings of Forum sessions are now available online. The UN World Data Forum was originally established in response to a key recommendation in the 2014 report, “A World that Counts: Mobilising the Data Revolution for Sustainable Development,″ prepared by the UN Secretary-General′s Independent Expert Advisory Group on a Data Revolution for Sustainable Development.

CIESIN has developed and released several new data sets recently. Now available from the NASA Socioeconomic Data and Applications Center (SEDAC) is the Food Insecurity Hotspots data set, which consists of gridded data identifying the level of intensity and frequency of food insecurity over ten years between 2009 and 2019, as well as hotspots of consecutive food insecurity events. The data set covers five regions: Central America and the Caribbean, Central Asia, East Africa, Southern Africa, and West Africa. The grids are at 250 meter (~7.2 arc-seconds) resolution and are based on subnational food security analyses for these regions provided by the Famine Early Warning Systems Network (FEWS NET). FEWS NET was established in 1985 by the U.S. Agency for International Development (USAID).

As part of the Geo-Referenced Infrastructure and Demographic Data for Development (GRID3) program managed by CIESIN, data on operational settlement points and/or boundaries, health facilities, and points of interests have been released for Zambia and the Democratic Republic of the Congo. Settlement extent data are now available for 41 African countries, created from Digitize Africa building footprints powered by Maxar. GRID3 has expedited settlement extent mapping to support countries in their COVID-19 response efforts. The data are broadly intended to support country decision-making in public health and education.

Alex de Sherbinin, associate director for Science Applications, is guest editor of a special Issue of the journal Sustainability on climate risk and vulnerability mapping, with co-editor Stefan Kienberger of the University of Salzburg. He is also a co-author of one of the papers in the special issue, on using flood disaster data to validate components of social vulnerability to floods. The paper’s lead author is Earth Institute Fellow Beth Tellman.

The article, “Still in Need of Norms: The State of the Data in Citizen Science,″ has been published in the journal Citizen Science: Theory and Practice. Anne Bowser of the Wilson Center is lead author, and de Sherbinin is a co-author. The article is a major output of the CODATA-World Data System (WDS) Task Group on Citizen Science and the Validation, Curation, and Management of Crowdsourced Data, which de Sherbinin co-chaired in 2016-2018.

Senior digital archivist Robert Downs is a co-author of the report, “Laying the Groundwork for Developing International Community Guidelines to Effectively Share and Reuse Digital Data Quality Information—Case Statement, Workshop Summary Report, and Path Forward,” published in Open Science Foundation (OSF) Preprints. Ge Peng of the Earth Science Information Partners (ESIP) Information Quality Cluster is lead author. The report, which stems from a pre-workshop held in July 2020 prior to the ESIP Summer Meeting, describes the approach that will be taken to develop community guidelines for preparing and sharing data quality information.

The Geo-Referenced Infrastructure and Demographic Data for Development (GRID3) program managed by CIESIN has released the white paper, “Harmonizing Subnational Boundaries,” on GRID3 efforts to support the harmonization, production, and use of digitized legal/administrative units, operational units, and statistical areas. This work addresses three primary areas: improving and harmonizing operational units; fostering improved collaboration on boundary harmonization among disparate government bodies; and using boundaries harmonization to support census efforts. The paper focuses on case studies in Nigeria, the Democratic Republic of the Congo, and Zambia.

Several new interns have joined CIESIN this summer, working remotely due to closure of CIESIN offices along with the rest of Columbia University during the COVID-19 pandemic.

Alexandra Hays is working with senior systems analyst/GIS developer Kytt MacManus on the third version of the Urban-Rural Population and Land Area Estimates, which is part of the Low Elevation Coastal Zone (LECZ) data collection developed by the NASA Socioeconomic Data and Applications Center (SEDAC). Hays is a senior at Columbia University majoring in economics, with a concentration in sustainable development. Interns Serena Killion and Caitlyn Linehan are also working with MacManus, on analysis of nighttime lights data and development of map services for SEDAC. Killion is a senior at Columbia, majoring in computer science; Linehan is completing her MS in geographic information systems (GIS) at City University of New York-Lehman College.

Four interns are working with Greg Yetman, associate director for geospatial applications, on a project supported by the New York State Energy Research and Development Authority (NYSERDA) to assess potential flood impacts on building infrastructure. Elizabeth Jackson and Elan Ganeles are juniors at Columbia; Jackson is majoring in sustainable development, and Ganeles is majoring in urban studies and earth science. Chris Mangnani is a senior at Columbia majoring in sustainable development. Siobhan Milán is a junior from the University of Virginia, majoring in economics with a minor in statistics.

Interns under CIESIN’s Geo-Referenced Infrastructure and Demographic Data for Development (GRID3) program include Mariem Ayadi, Zane Peycke, and Nancy Yun, who are completing their MS degrees in data science at Columbia′s Data Science Institute. Ayadi is working with data and program analyst Jolynn Schmidt and senior research associate Paola Kim-Blanco, creating a model that checks for errors in building footprints data. Peycke and Yun are both working with Schmidt; Peycke is is cleaning and compiling points of interest data for the Democratic Republic of Congo, and Yun is cleaning and compiling health facility data for countries in sub-Saharan Africa.

A new report from the Thematic Research Network on Data and Statistics (TReNDS) of the United Nations Sustainable Development Solutions Network (SDSN) provides guidance on the use of gridded population datasets from the POPGRID Data Collaborative. The report, Leaving No One Off the Map: A Guide for Gridded Population Data for Sustainable Development, reviews population data products from POPGRID members, including CIESIN, Esri, Oak Ridge National Laboratory, and the WorldPop Project, among others. The report was written by Hayden Dahmm and Maryam Rabiee, with input from Jessica Espey, all of SDSN TReNDS. CIESIN research scientist Susana Adamo, associate director for Science Applications Alex de Sherbinin, and CIESIN director Robert Chen also contributed to the report, along with other POPGRID participants and CIESIN staff members. POPGRID was launched in 2017 through an Earth Institute seed grant led by Chen and is supported in part by the Bill and Melinda Gates Foundation and the NASA Socioeconomic Data and Applications Center (SEDAC) operated by CIESIN.

On May 18 a live virtual debate hosted and moderated by SciDev.net and SDSN TReNDS featured panelist Alex de Sherbinin; Jessica Espey, TReNDS director; Andrea Gaughan of the University of Louisville and contributor to the WorldPop Project; and Idris Jega, assistant director with the Strategic Space Applications Department at Nigeria‘s National Space Research and Development Agency. Jega is also a member of the Nigeria secretariat for the GRID3 program managed by CIESIN. The panel discussed the importance of gridded population data and their utility in helping to achieve the Sustainable Development Goals (SDGs) established in 2015 by the United Nations.

The NASA Socioeconomic Data and Applications Center (SEDAC) managed by CIESIN has released several new datasets valuable in assessing future global energy development and land use and in characterizing potential long-term future population distribution in the context of climate change.

One dataset, Global One-Eighth Degree Population Base Year and Projection Grids Based on the SSPs, was developed by Bryan Jones of the City University of New York and Brian O’Neill of the University of Denver. The dataset consists of global urban, rural, and total population data for the base year 2000, and population projections at ten-year intervals for 2010-2100 at a resolution of one-eighth degree (7.5 arc-minutes). These are consistent both quantitatively and qualitatively with the Shared Socioeconomic Pathways (SSPs) that were developed in support of the Intergovernmental Panel on Climate Change (IPCC) assessments. A second dataset, Global 1-km Downscaled Population Base Year and Projection Grids Based on the SSPs, provides a downscaled version of the first dataset, at 1-km resolution (about 30 arc-seconds). This dataset was developed by Jing Gao of the National Center for Atmospheric Research (NCAR). Spatial demographic scenario data are key inputs for the analysis of future land use, energy use, and emission patterns together with potential future climate change impacts, vulnerability, and adaptation.

A third dataset, Global Development Potential Indices (DPI), was developed by James Oakleaf of The Nature Conservancy, and colleagues. This dataset ranks global land suitability in the sectors of renewable energy, fossil fuels, mining, and agriculture, to aid in setting priorities for development and conservation efforts. Each sector-based DPI is a 1-km spatially-explicit, global land suitability map that has been validated using locations of current and planned development.

SEDAC is one of NASA′s Distributed Active Archive Centers (DAACs) in the NASA Earth Observing System Data and Information System. SEDAC seeks to improve access to and use of key socioeconomic and interdisciplinary data that are or can be integrated with remote sensing data. SEDAC datasets have been cited in more than 5,000 different scientific publications during the past 20 years.

Associate director for Science Applications Alex de Sherbinin is a co-author of the open access article, “A Systematic Review of Coastal Vulnerability Mapping,” appearing in the journal Sustainability. The paper, by Anamaria Bukvic of Virginia Polytechnic Institute and State University, Guillaume Rohat of the University of Geneva, Alex Apotsos of Williams College, and de Sherbinin, evaluates the state of coastal vulnerability assessment mapping efforts and recommends improvements in methodological rigor, policy relevance, and alignment with other vulnerability assessment paradigms. The paper stems from previous work supported by the National Socio-Environmental Synthesis Center (SESYNC) under funding received from the National Science Foundation. The paper is dedicated to the memory of second author Rohat, who passed away unexpectedly in October 2019.

Senior digital archivist Robert Downs is also co-author of the open access paper, “Risk Assessment for Scientific Data,” published in the CODATA Data Science Journal. Authors of the paper are Matthew Mayernik of the National Center for Atmospheric Research; Kelsey Breseman of the Environmental Data & Governance Initiative (EDGI); Downs; Ruth Duerr of the Ronan Institute for Independent Scholarship; Alexis Garretson of George Mason University; Chung-Yi (Sophie) Hou of the Ronin Institute; EDGI; and the Earth Science Information Partners (ESIP) Data Stewardship Committee. The paper presents an analysis of data risk factors that scientific data collections may face, together with a data risk assessment matrix to support risk assessment and mitigation efforts.

The POPGRID Data Collaborative, an initiative launched by CIESIN in 2017 to improve the quality, access, and use of global-scale spatial data on human population, settlements, and infrastructure, has recently updated its Web site and announced an international Webinar to be held February 4 in collaboration with Geospatial World.

The POPGRID Web site helps users learn about the many different gridded population data sets now available, providing detailed background information and documentation, and direct links to the data and data sources. In addition, the POPGRID Viewer lets users easily compare different data products for their specific regions of interest. The updated site now includes links to recent publications and recorded Webinars about gridded population data, together with updated information from the data providers. POPGRID is collaboratively managed by CIESIN, the Thematic Research Network on Data and Statistics (TReNDS) of the United Nations Sustainable Development Solutions Network, and the Global Partnership for Sustainable Development Data, and is supported by the Bill & Melinda Gates Foundation and NASA. More than 20 different groups from both the public and private sectors are active in the POPGRID Data Collaborative. The POPGRID Viewer was developed by the NASA Socioeconomic Data and Applications Center (SEDAC) operated by CIESIN.

On February 4, CIESIN director Robert Chen and Maryam Rabiee of TReNDS presented the Webinar, “Leaving No One Off the Map: Gridded Population Data for Decision Making,″ in coordination with Geospatial World. It attracted 150 participants from around the world. The Webinar focused on how gridded population data can help decision makers and other applied users improve efforts to achieve the Sustainable Development Goals (SDGs) adopted by the international community in 2015, and in particular to help reach those who might otherwise be left behind. Recent advances in mapping make it possible to better determine the location and characteristics of human settlements and households, allowing for more effective and efficient assistance, e.g., for vaccination campaigns, development assistance, and humanitarian relief. However, the proliferation of different data sets utilizing different methods and sources may confuse users about which data sets are the most appropriate to use in different situations. The Webinar discussed ongoing efforts by the POPGRID Data Collaborative to address this issue, and ways in which the geospatial community can both benefit from, and participate in, POPGRID activities. A recording is available here.

The largest international Earth and space science conference in the world, the annual American Geophysical Union (AGU) fall meeting, brought more than 25,000 scientists and other experts to San Francisco December 9–13. CIESIN staff members organized or co-organized seven sessions; presented more than twelve invited, oral, e-lightning, and poster papers; and served as co-authors on at least nine other papers. CIESIN director Robert Chen convened three sessions on exposure and vulnerability assessment for hazard, coastal, climate, and health risks and served as co-chair of one of them. Associate director for Science Applications Alex de Sherbinin also co-chaired the poster session in this series. Senior digital archivist Robert Downs co-organized a session on improving use of the FAIR principles (Findable, Accessible, Interoperable, and Reusable), as well as several sessions on the use of earth and space science data.

Also attending the conference were associate director for Geospatial Applications Greg Yetman, GIS developer Kytt MacManus, and Columbia College student Dorothee Cleophee Grant, a former summer intern. Yetman gave an oral presentation on population data models for settlement extents and a NASA Hyperwall talk, “Are You at Risk? Linking Hazard and Exposure Data for Research and Applications.” MacManus gave an oral presentation on new sources for the updated version of low-elevation coastal zone data, expected to be released in early 2020. He also presented a poster paper on a nighttime lights dataset recently released by the NASA Socioeconomic Data and Applications Center (SEDAC), to which Grant had contributed.

While at the conference, de Sherbinin gave invited talks and served as a panelist in three different sessions on open data digital repositories for developing countries, climate vulnerability mapping, and managed retreat due to climate change. Chen gave presentations on the FAIR principles and open data and on the use of Earth Observations to operationalize the fundamental geospatial data themes established by the United Nations. Downs gave an e-lightning talk on citing open data and presented a case study on data sharing and data management guidance developed by the Group on Earth Observations (GEO). Both Downs and Chen also served as judges on student papers.

Lea Shanley CIESIN director Robert Chen (left), Lawrence Friedl, NASA, (middle) and Steffen Fritz, IIASA, were participants in activities related to GEO Week 2019, held in Canberra, Australia, November 4–8.

The Group on Earth Observations (GEO) held its sixteenth plenary session and the 2019 Ministerial Summit and Roundtable in Canberra, Australia, as part of GEO Week 2019, November 4–8. The week brought together more than 1,400 representatives of GEO Member governments and GEO Participating Organizations. CIESIN director Robert Chen served as the head and only delegate of the UN Sustainable Development Solutions Network (SDSN), in his capacity as a co-chair of the SDSN Thematic Research Network on Data and Statistics (TReNDS). SDSN recently joined GEO as a Participating Organization. Senior digital archivist Robert Downs represented the International Science Council′s World Data System (ISC-WDS), which includes the NASA Socioeconomic Data and Applications Center (SEDAC) operated by CIESIN as a regular member.

On November 4, Downs participated in a workshop, “Data for Our Planet,” which was co-organized by the Earth Science Information Partners (ESIP) and held at the Australian Academy of Science. He gave the presentation, “Infrastructure for Enabling the Use of Integrated Earth Science Data by Heterogeneous Communities.″ On November 5, Chen served as a panelist in a targeted side event, “Earth Observations and Modeling: Dialogue for Added Value and Knowledge,″ that he helped organize with Danielle Wood and William Sonntag of the Massachusetts Institute of Technology (MIT). He also participated as a panelist in the key side event, “Delivering on the Sustainable Development Goals,″ moderated by Argyro Kavvada and Lawrence Friedl of NASA Applied Sciences. On November 5 Chen and Downs led and organized a meeting of the new joint GEO Data Sharing and Data Management Principles Working Group. They also participated in meetings of the organizing committee for the GEO Data and Knowledge Week, to be held in Beijing in February 2020. Information about SEDAC and a use case of the SEDAC Population Estimation Service integrated into the GeoCollaborate tool were featured at the US GEO exhibit, which had a “Jazz Observatory″ theme.

CIESIN geographic information specialist Jane Mills and senior geographic information specialist Linda Pistolesi were among the presenters at the 2019 European Forum for Geography and Statistics (EFGS), organized in Manchester, England, October 9–11. This year′s forum focused on how the integration of statistics and place can enhance understanding of diverse population and world issues. In the session, “Future Geospatial Thinking,” Mills outlined plans for the fifth version of Gridded Population (GPW) of the World now under development, and discussed progress made by the POPGRID Data Collaborative, an initiative to promote data access and use of diverse georeferenced data sets on population, human settlements, and infrastructure. For the session, “Leaving No One Behind,” Pistolesi presented two strategies implemented by the Geo-Referenced Infrastructure and Demographic Data for Development (GRID3) program to improve subnational boundaries in low- and middle-income countries. The 2019 EFGS was organized by the Office for National Statistics and Ordnance Survey Great Britain with support from the Statistical Office of the European Union and the EFGS.

Several publications authored or co-authored by CIESIN staff have been published recently. Associate director for Science Applications Alex de Sherbinin is lead author of the paper, “Climate Vulnerability Mapping: A Systematic Review and Future Prospects,” appearing in the peer-reviewed journal, WIREs Climate Change. The article reports on a study to systematically assess 84 climate vulnerability mapping studies, with the goal of encouraging further methodological refinement and identifying outstanding examples that could help to guide future work in this area. The study benefited from two workshops held in 2017 supported by National Socio‐Environmental Synthesis Center (SESYNC) and funded by the U.S. National Science Foundation.

The article, “Allocating People to Pixels: A Review of Large-Scale Gridded Population Data Products and Their Fitness for Use,” has been published in the journal Earth Systems Science Data. The lead author is Stefan Leyk of the University of Colorado. CIESIN contributors are de Sherbinin, research scientist Susana Adamo, senior systems analyst Kytt MacManus, senior geographic information specialist Linda Pistolesi, and deputy director Marc Levy. Former CIESIN research scientist Deborah Balk, who is now associate director of the Institute for Demographic Research at the City University of New York (CUNY), is also a co-author. The paper is an outcome of the POPGRID Data Collaborative, an international effort to coordinate and improve the utility of global-scale gridded population data.

Former CIESIN visiting scholar Douglas Sathler is lead author of “Assessing the Regional Context of Migration in the Brazilian Amazon through Spatial Regression Modeling” in the journal Applied Geography. Co-authors include Adamo, de Sherbinin, and senior research associate Paola Kim-Blanco. The article examines spatial patterns of both in-migration and outimigration in the Brazilian Amazon during the period 2000–2010. Sathler is a researcher with the Center for Geosciences of the Interdisciplinary College in Humanities at the Federal University of Vales do Jequitinhonha e Mucuri (UFVJM) in Diamantina, Brazil.

Greg Yetman, associate director for Geospatial Applications, is a co-author on the paper, “Evaluating Nighttime Lights and Population Distribution as Proxies for Mapping Anthropogenic CO₂ Emission in Vietnam, Cambodia, and Laos.” Andrea Gaughan of the University of Louisville is lead author of the paper, which was published in Environmental Research Communications. The paper stems from work organized by the WorldPop project.

Senior digital archivist Robert Downs is lead author of the Technical Note, “Reuse Readiness Assessment of Data Quality Software Products (ESDS-RFC-039),” co-authored with Hampapuram Ramapriyan of Science Systems and Applications, Inc. and Yang Wei of the Oak Ridge National Laboratory (ORNL) Distributed Active Archive Center (DAAC). The Data Quality Working Group of the Earth Science Data and Information System (ESDIS) Standards Office (ESO) recommends this assessment for use in NASA Earth Science Data Systems.

CIESIN staff members display a graphic describing the goals of the GRID3 program, at the Sustainable World Showcase of the 2019 Esri User Conference. Left to right: geographic information specialist John Squires, senior geographic information specialist Linda Pistolesi, senior research assistant Anela Layugan, deputy director Marc Levy, geographic information specialist Olena Borkovska, and former intern Haokai Zhao. Not pictured, senior research assistant Matthew Heaton.

CIESIN staff joined more than 17,000 other geographic information system (GIS) experts at the annual Esri User Conference, held July 8–12 at the Convention Center in San Diego, California. The conference theme was “The Intelligent Nervous System,” emphasizing the fundamental role of GIS in supporting an organization’s capabilities. For the plenary, famed researchers and conservation activists Jane Goodall and E.O. Wilson spoke with Esri founder and CEO Jack Dangermond about the critical importance of preserving biodiversity and the work they are doing towards this goal. Deputy director Marc Levy, senior geographic information specialist Linda Pistolesi, and senior research assistants Matthew Heaton and Anela Layugan took part in the Sustainable World Showcase, highlighting the GRID3 program, which CIESIN coordinates. Geographic information specialists Olena Borkovska, John Squires, and Pistolesi presented a poster in the Map Gallery, describing the development of the Basic Demographic Characteristics data set of SEDAC′s Gridded Population of the World, version 4.11 (GPW4.11) data collection. Former GRID3 intern Haokai Zhao and colleagues from the Population and Development Branch of the United Nations Population Fund (UNFPA) also participated in the conference.