We are in the process of migrating all NASA Earth science data sites into Earthdata from now until end of 2026. Not all NASA Earth science data and resources will appear here until then. Thank you for your patience as we make this transition. Read about the Web Unification Project

Publications Citing Socioeconomics Data

List of peer-reviewed publications that cite using Socioeconomics data.

View all Publications

Title	Year Sort ascending	Author	Topic	Dataset
Double benefit of limiting global warming for tropical cyclone exposure	2021	Geiger, Tobias, Gutschow, Johannes, Bresch, David N., Emanuel, Kerry, Frieler, Katja	Population Estimates, Socioeconomics	Global Population Projection Grids Based on Shared Socioeconomic Pathways (SSPs), 2010-2100
Climate change and forest management affect forest fire risk in Fennoscandia	2021		Population Estimates, Socioeconomics	Global One-Eighth Degree Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Climate-induced flood inundation for the Arial Khan River of Bangladesh using open-source SWAT and HEC-RAS model for RCP8. 5-SSP5 scenario	2021	Roy, Binata, Khan, Md. Sabbir Mostafa, Islam, A. K. M. Saiful, Mohammed, Khaled, Khan, Md. Jamal Uddin	Population Estimates, Socioeconomics	Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Increasing population exposure to global warm-season concurrent dry and hot extremes under different warming levels	2021	Liu, Wenbin, Sun, Fubao, Feng, Yao, Li, Chao, Chen, Jie, Sang, Yan-Fang, Zhang, Qiang	Population Estimates, Socioeconomics	Global One-Eighth Degree Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Air-conditioning and the adaptation cooling deficit in emerging economies	2021	Pavanello, Filippo, De Cian, Enrica, Davide, Marinella, Mistry, Malcolm, Cruz, Talita, Bezerra, Paula, Jagu, Dattakiran, Renner, Sebastian, Schaeffer, Roberto, Lucena, Andre F. P.	Population Estimates, Socioeconomics	Global Population Projection Grids Based on Shared Socioeconomic Pathways (SSPs), 2010-2100
Anthropogenic Warming and Population Growth May Double US Heat Stress by	2021	Mukherjee, Sourav, Mishra, Ashok Kumar, Mann, Michael E., Raymond, Colin	Population Estimates, Boundaries, Socioeconomics	Gridded Population of the World, Version 4 (GPWv4): Administrative Unit Center Points with Population Estimates, Revision 11 Global One-Eighth Degree Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Future air pollution related health burdens associated with RCP emission changes in the UK	2021	Fenech, Sara, Doherty, Ruth M., O'Connor, Fiona M., Heaviside, Clare, Macintyre, Helen L., Vardoulakis, Sotiris, Agnew, Paul, Neal, Lucy S.	Population Estimates, Socioeconomics	Global Population Projection Grids Based on Shared Socioeconomic Pathways (SSPs), 2010-2100
Future changes in extreme high temperature over China at 1.5 C5 C global warming based on CMIP6 simulations	2021	Zhang, Guwei, Zeng, Gang, Yang, Xiaoye, Jiang, Zhihong	Population Estimates, Socioeconomics	Global One-Eighth Degree Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Global populationweighted degreeday projections for a combination of climate and socioeconomic scenarios	2021	Spinoni, Jonathan, Barbosa, Paulo, Fussel, HansMartin, McCormick, Niall, Vogt, Jurgen V., Dosio, Alessandro	Population Estimates, Socioeconomics	Global Population Projection Grids Based on Shared Socioeconomic Pathways (SSPs), 2010-2100 Global One-Eighth Degree Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01 Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Global exposure of population and landuse to meteorological droughts under different warming levels and SSPs: A CORDEXbased study	2021	Spinoni, Jonathan, Barbosa, Paulo, Bucchignani, Edoardo, Cassano, John, Cavazos, Tereza, Cescatti, Alessandro, Christensen, Jens H., Christensen, Ole B., Coppola, Erika, Evans, Jason P., Forzieri, Giovanni, Geyer, Beate, Giorgi, Filippo, Jacob, Daniela, Katzfey, Jack, Koenigk, Torben, Laprise, Rene, Lennard, Christopher J., Kurnaz, M. Levent, Li, Delei, Llopart, Marta, McCormick, Niall, Naumann, Gustavo, Nikulin, Grigory, Ozturk, Tugba, Panitz, HansJurgen, da Rocha, Rosmeri Porfirio, Solman, Silvina A., Syktus, Jozef, Tangang, Fredolin, Teichmann, Claas, Vautard, Robert, Vogt, Jurgen V., Winger, Katja, Zittis, George, Dosio, Alessandro	Population Estimates, Socioeconomics	Global One-Eighth Degree Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Global distribution of forest classes and leaf biomass for use as alternative foods to minimize malnutrition	2021	Fist, Tim, Adesanya, Adewale A., Denkenberger, David, Pearce, Joshua M.	Malnutrition, Poverty Levels, Food Security	Poverty Mapping Project: Global Subnational Prevalence of Child Malnutrition
Business-as-usual will lead to super and ultra-extreme heatwaves in the Middle East and North Africa	2021	Zittis, George, Hadjinicolaou, Panos, Almazroui, Mansour, Bucchignani, Edoardo, Driouech, Fatima, El Rhaz, Khalid, Kurnaz, Levent, Nikulin, Grigory, Ntoumos, Athanasios, Ozturk, Tugba, Proestos, Yiannis, Stenchikov, Georgiy, Zaaboul, Rashyd, Lelieveld, Jos	Population Estimates, Socioeconomics	Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Landscape connectivity and population density of snow leopards across a multiuse landscape in Western Himalaya	2021	Pal, R., Sutherland, C., Qureshi, Q., Sathyakumar, S.	Socioeconomics, Land Use/Land Cover, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)	India Village-Level Geospatial Socio-Economic Data Set: 1991, 2001 MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V061 MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V006
Warming temperatures could expose more than 1.3 billion new people to Zika virus risk by 2050	2021	Ryan, Sadie J., Carlson, Colin J., Tesla, Blanka, Bonds, Matthew H., Ngonghala, Calistus N., Mordecai, Erin A., Johnson, Leah R., Murdock, Courtney C.	Population Estimates, Socioeconomics	Global Population Projection Grids Based on Shared Socioeconomic Pathways (SSPs), 2010-2100
Transformation in Vegetation and Urban Sprawl in Gotan and Surrounding: A Sustainable Development Approach for Land Use Change and Socioeconomic Issues	2021	Ahmad, Rizwan, Sudarshana, Ramaraju	Socioeconomics, Land Use/Land Cover	India Village-Level Geospatial Socio-Economic Data Set: 1991, 2001
Potential impacts of climate change and adaptation in agriculture on poverty: the case of Nepal	2021	Chalise, Sudarshan, Naranpanawa, Athula	Emissions, Socioeconomics, Agriculture Production	Effects of Climate Change on Global Food Production from SRES Emissions and Socioeconomic Scenarios
Production and application of manure nitrogen and phosphorus in the United States since 1860	2021	Bian, Zihao, Tian, Hanqin, Yang, Qichun, Xu, Rongting, Pan, Shufen, Zhang, Bowen	Fertilizers, Nitrogen Compounds, Nitrogen Oxides, Nutrient Cycling, Agricultural Expansion, Industrialization	Global N Cycle: Fluxes and N2O Mixing Ratios Originating from Human Activity
Present and future projections of heatwave hazard-risk over India: A regional earth system model assessment	2021	Dubey, Aditya Kumar, Lal, Preet, Kumar, Pankaj, Kumar, Amit, Dvornikov, Anton Y.	Population Estimates, Socioeconomics	Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Projected increases in population exposure of daily climate extremes in eastern China by 2050	2021	Sun, Shao, Dai, Tan-Long, Wang, Zun-Ya, Chou, Jie-Ming, Chao, Qing-Chen, Shi, Pei-Jun	Population Estimates, Socioeconomics	Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Woody-biomass projections and drivers of change in sub-Saharan Africa	2021	Ross, C. Wade, Hanan, Niall P., Prihodko, Lara, Anchang, Julius, Ji, Wenjie, Yu, Qiuyan	Population Estimates, Socioeconomics, Runoff, Soil Texture, Biomass, Deserts, Shrubland/Scrub, Carbon, Canopy Characteristics	Global One-Eighth Degree Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01 Global Hydrologic Soil Groups (HYSOGs250m) for Curve Number-Based Runoff Modeling Gridded Estimates of Woody Cover and Biomass across Sub-Saharan Africa, 2000-2004
Quantifying Nitrous Oxide Cycling Regimes in the Eastern Tropical North	2021	Kelly, Colette L., Travis, Nicole M., Baya, Pascale A., Casciotti, Karen L.	Fertilizers, Nitrogen Compounds, Nitrogen Oxides, Nutrient Cycling, Agricultural Expansion, Industrialization	Global N Cycle: Fluxes and N2O Mixing Ratios Originating from Human Activity
Recent forest area increase in Europe: Expanding and regenerating forests differ in their regional patterns, drivers and productivity trends	2021	Palmero-Iniesta, Marina, Pino, Joan, Pesquer, Lluis, Espelta, Josep Maria	Emissions, Poverty Levels, Climate Adaptation, Infrastructure, Food Security, Conservation, Environmental Health Factors, Urbanization/Urban Sprawl, Population Estimates, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)	Global 15 x 15 Minute Grids of the Downscaled GDP Based on the SRES B2 Scenario, 1990 and 2025 Global Roads Open Access Data Set, Version 1 (gROADSv1) Global Population Density Grid Time Series Estimates MODIS/Terra Vegetation Indices 16-Day L3 Global 500m SIN Grid V061 MODIS/Terra Vegetation Indices 16-Day L3 Global 500m SIN Grid V006
Government effectiveness and institutions as determinants of tropical cyclone mortality	2020	Tennant, Elizabeth, Gilmore, Elisabeth A.	Population Size, Urbanization/Urban Sprawl, Mortality, Poverty Levels	Global Population Count Grid Time Series Estimates Gridded Population of the World, Version 4 (GPWv4): Population Count Adjusted to Match 2015 Revision of UN WPP Country Totals, Revision 10 Poverty Mapping Project: Global Subnational Infant Mortality Rates
Climate has contrasting direct and indirect effects on armed conflicts	2020	Helman, David, Zaitchik, Benjamin F, Funk, Chris	Mortality, Poverty Levels	Poverty Mapping Project: Global Subnational Infant Mortality Rates
Mapping global patterns of land use decision-making	2020	Malek, Ziga, Verburg, Peter H.	Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Sustainability, Population Density, Malnutrition, Poverty Levels, Food Security	Last of the Wild Project, Version 2, 2005 (LWP-2): Global Human Influence Index (HII) Dataset (Geographic) Global Rural-Urban Mapping Project, Version 1 (GRUMPv1): Population Density Grid Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 10 Poverty Mapping Project: Global Subnational Prevalence of Child Malnutrition