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Publications Citing Socioeconomics Data

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

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Title	Year Sort ascending	Author	Topic	Dataset
Air quality impacts of stratospheric aerosol injections are likely small and mainly driven by changes in climate, not aerosol settling	2026	Wang, Cindy, Visioni, Daniele, Chua, Glen, Bednarz, Ewa M.	Boundaries, Population Distribution, Population Estimates, Socioeconomics	Gridded Population of the World, Version 4 (GPWv4): National Identifier Grid, Revision 11 Global One-Eighth Degree Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
A subnational social vulnerability index for use in drought decision support systems	2026	Islam, Md Sariful, Kuwayama, Yusuke, Entekhabi, Dara, Turner, Katlyn M., Lu, Catherine, Castillo, Felipe Munoz, Joao, Zolana, Pereira, Vangiliya Filipe, Porto, Osvaldo, Lupedia, Luciano, Rodrigues, Ivandro, Wood, Danielle	Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability, Infrastructure, Food Security, Conservation, Urbanization/Urban Sprawl	Global Gridded Relative Deprivation Index (GRDI), Version 1 Global Roads Open Access Data Set, Version 1 (gROADSv1)
A new scenario architecture to capture granularity of governance within and across Shared Socioeconomic Pathways	2026	Sarkki, Simo, Rasmus, Sirpa, Habeck, Joachim Otto, Matthes, Heidrun, Pihlajamaki, Mia, Eronen, Jussi T.	Tourism, Infrastructure, Public Health, Poverty Levels, Sustainability, Land Use/Land Cover, Food Security, Environmental Governance/Management, Natural Hazards, Environmental Health Factors, Population Distribution, Urbanization/Urban Sprawl, Water Resources	Sub-global Scenarios that Extend the Global SSP Narratives: Literature Database, Version 1, 2014-2021
Cigarette butts of a major Brazilian city linked to deprivation and urban infrastructure	2026	Ribeiro, Victor Vasques, Szklo, Andre Salem, Grilo, Graziele, Rangel, Danilo Freitas, Welding, Kevin, Pinho, Mariana, Andreis, Monica, Castro, Italo Braga	Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability	Global Gridded Relative Deprivation Index (GRDI), Version 1
Characterizing global tropical cyclone events of 2024	2026	Jiang, Lingke, Anderson, G Brooke, Li, Yanran, Wu, Xiao, Lynch, Victoria D, Parks, Robbie M	Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability	Global Gridded Relative Deprivation Index (GRDI), Version 1
Climate change drives a decline in global grazing systems	2026	Li, Chaohui, Kotz, Maximilian, Pradhan, Prajal, Wu, Xudong, Hu, Yuanchao, Li, Zhi, Chen, Guoqian	Population Estimates, Socioeconomics	Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Divergent mountain runoff dynamics but declining per capita freshwater availability across the Third Pole by mid-21st century	2026	Wang, Lei, Long, Junshui, Chen, Deliang, Li, Ning, Li, Xiuping, Yao, Tandong	Population Estimates, Socioeconomics, Population Size, Urbanization/Urban Sprawl	Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01 Global Population Count Grid Time Series Estimates
DroughtDriven Water Insecurity in an Emerging Indian Megacity: A Coupled MultiAgent Systems Approach for Policy Evaluation	2026	Wang, Ankun, Klassert, Christian J. A., Karutz, Raphael, Smilovic, Mikhail, Kahil, Taher, Burek, Peter, Zhu, Yuanzao, Zozmann, Heinrich, Klauer, Bernd, Kublbock, Karin, Omann, Ines, Figueroa, Anjuli Jain, Wada, Yoshihide, Naylor, Rosamond, Gorelick, Steven M.	Socioeconomics, Land Use/Land Cover	India Village-Level Geospatial Socio-Economic Data Set: 1991, 2001
Impact of niche shift on the spread of Aedes aegypti (Diptera: Culicidae) to and within Japan	2026	Yang, Chao, Komagata, Osamu, Kasai, Shinji, Higa, Yukiko	Population Estimates, Socioeconomics, Land Use/Land Cover	Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01 Global 1-km Downscaled Urban Land Extent Projection and Base Year Grids by SSP Scenarios, 2000-2100
Local-scale flood hazard projections in historically vulnerable communities	2026	Bista, Sunil, Bhattarai, Saurav, Sharma, Sanjib, Talchabhadel, Rocky	Population, Poverty Levels	U.S. Social Vulnerability Index Grids, Revision 01
Natural Hazards in the Coastal Zones of India, Associated Vulnerability and Risk Assessment	2026	Panda, Jagabandhu, Tom, Geo, Mukherjee, Asmita, Bhasi, Ipshita, Roy, Debjyoti	Population Density, Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability	Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11 Global Gridded Relative Deprivation Index (GRDI), Version 1
Rising Air-Conditioning Use Intensifies Global Warming	2026	Zhang, Hongzhi, Shan, Yuli, Li, Ruoqi, Xue, Rui, Ma, Junhua, Kikstra, Jarmo, Shi, Zongbo, Wang, Zhaohua, Zhang, Bin, Wang, Bo, Fang, Shuai, Yang, Fan, Hubacek, Klaus	Population Estimates, Socioeconomics	Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Sensitivity of projected Afro-Asian monsoon precipitation to solar radiation management	2026	Adeliyi, Tolulope E., Akinsanola, Akintomide A.	Population Estimates, Socioeconomics	Global One-Eighth Degree Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Whose city is it? Mapping perceived urban livability with citizen-guided AI	2026	Campomanes V, Florencio, Abascal, Angela, Oliveira, Lorraine Trento, Kuffer, Monika, Dijkstra, Anne M., Stein, Alfred, Belgiu, Mariana	Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability	Global Gridded Relative Deprivation Index (GRDI), Version 1
African heat stress risk under stratospheric aerosol injection: insights from ARISESAI1.5 simulations	2026	Oloniyo, Olumuyiwa Ayotunde, Abiodun, Babatunde J, Makinde, Akintunde Israel, Olagbegi, Oladapo Michael, Egbebiyi, Temitope Samuel, Odoulami, Romaric C, Lennard, Christopher	Population Estimates, Socioeconomics	Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
A Global Multi-Hazard Framework for Projecting Climate Migration Flows to 2100 Along Shared Socioeconomic Pathways (SSPs)	2026	Hirsch, Zachary M., Medgyesi, Danielle N., Buresch, Jasmina M., Porter, Jeremy R.	Population Estimates, Socioeconomics, Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability	Global 1-km Downscaled Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01 Global Gridded Relative Deprivation Index (GRDI), Version 1
Climate Change and Disparities in Extreme Heat Exposure for Socially Vulnerable Areas in the Contiguous United States	2026	Parsons, L. A., Erbaugh, J. T., Lo, F., McCrary, R., Raman, S. R., Shindell, D., Ward, A., Wolff, N. H.	Population, Poverty Levels	U.S. Social Vulnerability Index Grids, Revision 01
Heat metrics and thresholds reshape population exposure and inequality signals	2026	Chen, Liutao, Chakraborty, TC, Casey, Joan A, Huang, Ching-Hsuan, Chen, Tzu-Hsin Karen	Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability	Global Gridded Relative Deprivation Index (GRDI), Version 1
Regional variations in emergency care vulnerability to summer heat	2026	Yu, Wenhua, Xu, Rongbin, Huang, Wenzhong, Yang, Zhengyu, Ye, Tingting, Yu, Pei, Zhang, Yiwen, Wu, Yao, Wen, Bo, Liu, Yanming, Zhang, Yuxi, Zhang, Ying, Bi, Peng, Green, Donna, Jalaludin, Bin, Hu, Wenbiao, Hales, Simon, Lavigne, Eric, Saldiva, Paulo, Coelho, Micheline, Guo, Yue Leon, Phung, Dung, Capon, Anthony, Arblaster, Julie, Zhou, Shuang, Xu, Zhihu, Li, Zhaoyuan, Li, Shanshan, Guo, Yuming	Population Density, Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability	Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11 Global Gridded Relative Deprivation Index (GRDI), Version 1
Predicting environmental suitability and future spread range of	2026	Li, Jinyang, Lee, Ming-Chieh, Jiang, Ai-Ling, Yan, Guiyun, Hsu, Kuolin	Population Estimates, Socioeconomics	Global Population Projection Grids Based on Shared Socioeconomic Pathways (SSPs), Downscaled 1-km Grids, 2010-2100
Robust intensification of projected regional precipitation extremes over Africa	2026	Akinsanola, Akintomide A., Taguela, Thierry N., Bobde, Vishal	Population Estimates, Socioeconomics	Global One-Eighth Degree Population Base Year and Projection Grids Based on the Shared Socioeconomic Pathways, Revision 01
Could tungiasis jump to Asia? Modelling habitat suitability and establishment risk for the tungiasis flea (Tunga penetrans) in South Asia and Southeast Asia	2026	St-Onge, Olga, Hastriter, Michael W., Qiu, Yongjin, Teo, Ernest, Nakao, Ryo, Kwak, Mackenzie L.	Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability	Global Gridded Relative Deprivation Index (GRDI), Version 1
Socially informed conservation priorities in Vietnam reveal major overlaps between biodiversity protection and human needs	2026	Khuu, Duong T., Oldekop, Johan A., Hanson, Jeffrey O., Pritchard, Rose	Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability	Global Gridded Relative Deprivation Index (GRDI), Version 1
Wildfire as urban risk: global synthesis of compound hazards, cascade pathways, and research-exposure-vulnerability mismatch	2026	Zhang, Xinyi, Liang, Lu	Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability	MODIS/Terra+Aqua Direct Broadcast Burned Area Monthly L3 Global 500m SIN Grid V061 MODIS/Terra+Aqua Direct Broadcast Burned Area Monthly L3 Global 500m SIN Grid V006 Global Gridded Relative Deprivation Index (GRDI), Version 1
GCSD: A comprehensive coastal indicators database for global coastal sustainable development assessment	2025	Zuo, Jian, Zhang, Li, Chen, Bowei, Zhang, Bo, Ruan, Linlin, Hu, Yingwen, Mamun, M. M. Abdullah Al, Raza, Syed Ahmed	Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability, Pesticides	Global Gridded Relative Deprivation Index (GRDI), Version 1 Global Pesticide Grids (PEST-CHEMGRIDS)