N: 90 S: -90 E: 180 W: -180
Description
The Gridded Population of the World, Version 4 (GPWv4): Basic Demographic Characteristics, Revision 11 consists of estimates of human population by age and sex as counts (number of persons per pixel) and densities (number of persons per square kilometer), consistent with national censuses and population registers, for the year 2010. To estimate the male and female populations by age in 2010, the proportions of males and females in each 5-year age group from ages 0-4 to ages 85+ for the given census year were calculated. These proportions were then applied to the 2010 estimates of the total population to obtain 2010 estimates of male and female populations by age. In some cases, the spatial resolution of the age and sex proportions was coarser than the resolution of the total population estimates to which they were applied. The population density rasters were created by dividing the population count rasters by the land area raster. The data files were produced as global rasters at 30 arc-second (~1 km at the equator) resolution. To enable faster global processing, and in support of research commUnities, the 30 arc-second data were aggregated to 2.5 arc-minute, 15 arc-minute, 30 arc-minute and 1 degree resolutions.
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Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Short-term PM2.5 exposure disproportionately increases pediatric ambulance dispatches among girls and children under age five in India | Kawano, Ayako, Heft-Neal, Sam, Janagama, Srinivasa Rao, Newberry, Jennifer A., Strehlow, Matthew, Bendavid, Eran | Aerosol Optical Depth/Thickness, Population | |
| Surface Variable-Based Machine Learning for Scalable Arsenic Prediction | Azad, Shams, Stahl, Mason O., Erickson, Melinda, DeYoung, Beck A., Connolly, Craig, Chillrud, Lawrence, Schilling, Kathrin, NavasAcien, Ana, Basu, Anirban, Mailloux, Brian, Bostick, Benjamin C., Chillrud, Steven N. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Surface Water Features, Population | |
| Extreme weather event attribution predicts climate policy support across the world | Cologna, Viktoria, Meiler, Simona, Kropf, Chahan M., Luthi, Samuel, Mede, Niels G., Bresch, David N., Lecuona, Oscar, Berger, Sebastian, Besley, John, Brick, Cameron, Joubert, Marina, Maibach, Edward W., Mihelj, Sabina, Oreskes, Naomi, Schafer, Mike S., Linden, Sander van der, Aziz, Nor Izzatina Abdul, Abdulsalam, Suleiman, Shamsi, Nurulaini Abu, Aczel, Balazs, Adinugroho, Indro, Alabrese, Eleonora, Aldoh, Alaa, Alfano, Mark, Ali, Innocent Mbulli, Alsobay, Mohammed, Alvarez, R. Michael, Amollo, Tabitha, Ansah, Patrick, Apriliawati, Denisa, Azevedo, Flavio, Bajrami, Ani, Bardhan, Ronita, Bati, Keagile, Bertsou, Eri, Bhui, Rahul, Biaobrzeska, Olga, Bilewicz, Michal, Bouguettaya, Ayoub, Breeden, Katherine, Bret, Amelie, Buchel, Ondrej, Alvarez, Pablo Cabrera, Cagnoli, Federica, Valdez, Andre Calero, Callaghan, Timothy, Cases, Rizza Kaye, Coksan, Sami, Czarnek, Gabriela, Debnath, Ramit, Delouvee, Sylvain, Di Stefano, Lucia, Diaz-Catalan, Celia, Doell, Kimberly C., Dohle, Simone, Douglas, Karen M., Dries, Charlotte, Dubrov, Dmitrii, Dziminska, Malgorzata, Ecker, Ullrich K. H., Elbaek, Christian T., Elsherif, Mahmoud, Enke, Benjamin, Facciani, Matthew, Fage-Butler, Antoinette, Faisal, Zaki, Fan, Xiaoli, Farhart, Christina, Feldhaus, Christoph, Ferreira, Marinus, Feuerriegel, Stefan, Fischer, Helen, Freundt, Jana, Friese, Malte, Gallyamova, Albina, Garrido-Vasquez, Patricia, Garrido Vasquez, Mauricio E., Genschow, Olivier, Ghasemi, Omid, Gkinopoulos, Theofilos, Gloor, Jamie L., Goddard, Ellen, Brambila, Claudia Gonzalez, Gordon, Hazel, Grigoryev, Dmitry, Guenther, Lars, Haarstad, Havard, Harari, Dana, Hensel, Przemysaw, Hernandez-Mondragon, Alma Cristal, Herziger, Atar, Huang, Guanxiong, Huff, Markus, Hurley, Mairead, Ibadildin, Nygmet, Islam, Mohammad Tarikul, Jin, Tao, Jones, Charlotte A., Jungkunz, Sebastian, Jurgiel, Dominika, Kavassalis, Sarah, Kerr, John R., Kitsa, Mariana, Rabova, Tereza Klabikova, Klein, Olivier, Koh, Hoyoun, Koivula, Aki, Kojan, Lilian, Komyaginskaya, Elizaveta, Konig, Laura M., Koppel, Lina, Koren, Kochav, Kosachenko, Alexandra, Kotcher, John, Kranz, Laura S., Krishnan, Pradeep, Kristiansen, Silje, Krouwel, Andre, Kuppens, Toon, Lamm, Claus, Lantian, Anthony, Lazic, Aleksandra, Legal, Jean-Baptiste, Leviston, Zoe, Levy, Neil, Lindkvist, Amanda M., Lits, Gregoire, Loschel, Andreas, Ortega, Alberto Lopez, Lopez-Villavicencio, Carlos, Lou, Nigel Mantou, Lucas, Chloe H., Lunz-Trujillo, Kristin, Marques, Mathew D., Mayer, Sabrina J., McKay, Ryan, Milfont, Taciano L., Miller, Joanne M., Mitkidis, Panagiotis, Monge-Rodriguez, Fredy, Motta, Matt, Mursic, Zarja, Namutebi, Jennifer, Newman, Eryn J., Nitschke, Jonas P., Ntui, Ntui-Njock Vincent, Nwogwugwu, Daniel, Ostermann, Thomas, Otterbring, Tobias, Pantazi, Myrto, Parnamets, Philip, Saiani, Paolo Parra, Paruzel-Czachura, Mariola, Parzuchowski, Michal, Pavlov, Yuri G., Pearson, Adam R., Pennington, Charlotte R., Petkanopoulou, Katerina, Petrovic, Marija B., Pisareva, Dinara, Ploszaj, Adam, Pronizius, Ekaterina, Pstross, Karolina, Pypno-Blajda, Katarzyna, Quinones, Diwa Malaya A., Rasanen, Pekka, Rauchfleisch, Adrian, Rebitschek, Felix G., Rego, Gabriel, Reynolds, James P., Roche, Joseph, Roer, Jan Philipp, Ross, Robert M., Ruin, Isabelle, Santos, Osvaldo, Santos, Ricardo R., Schulreich, Stefan, Shuckburgh, Emily, Six, Johan, Solak, Nevin, Spath, Leonhard, Spruyt, Bram, Stanley, Samantha K., Strahm, Noel, Syropoulos, Stylianos, Szaszi, Barnabas, Szumowska, Ewa, Tanaka, Mikihito, Teran-Escobar, Claudia, Todorova, Boryana, Toko, Abdoul Kafid, Tokrri, Renata, Toribio-Florez, Daniel, Tsakiris, Manos, Tyrala, Michael, Ulug, Ozden Melis, Uzoma, Ijeoma Chinwe, Noord, Jochem van, Vilares, Iris, Vlasceanu, Madalina, Bubnoff, Andreas von, Warwas, Izabela, Weninger, Tim, Westfal, Mareike, Wojcik, Adrian Dominik, Xia, Ziqian, Xie, Jinliang, Zegler-Poleska, Ewa, Zenklusen, Amber | Population | |
| High-resolution population density mapping in urban areas using a contextualized geographically weighted neural network (CGWNN) model | Qiu, Ge, Li, Yuchen, Qin, Kun, Li, Chen, Yang, Shuhan, Yin, Chun, Liu, Yaolin, Dai, Shaoqing, Jia, Peng | Population, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Global health benefits of policies to reduce on-road vehicle pollution through 2040 | Jin, Lingzhi, Benoit, Jonathan, Nawaz, M Omar, Rodrigues, Patricia Ferrini, Wiecko, Patrick, Miller, Joshua, Alvarez, Gabriel, Henze, Daven K, Osipova, Liudmila, Anenberg, Susan | Population | |
| Compound exposure: Climate change, vulnerability and the energy-extractives nexus in the Pacific | Bainton, Nicholas, Skrzypek, Emilia E., Lebre, Eleonore | Population | |
| Will high heatwave risk be the new normal over high-elevation regions of northwestern High Mountain Asia in the future? | Vijayan Nair, Anju, Araujo, Diogo S A, Dobariya, Rahim, Gurung, Deo Raj, Nikolopoulos, Efthymios I | Poverty Levels, Environmental Health Factors, Population Distribution, Sustainability, Population Estimates, Socioeconomics, Population, Air Temperature, Precipitation Amount | |
| Socioeconomic predictors of vulnerability to flood-induced displacement | Mester, Benedikt, Frieler, Katja, Korup, Oliver, Desai, Bina, Schewe, Jacob | Population | |
| Projected increase in extreme heat exposure for vulnerable groups in late spring in China | Luo, Hao-Yue, Sun, Ying, Zhang, Yu-Xia | Population Estimates, Socioeconomics, Population | |
| How urban growth dynamics impact the air quality? A case of eight Indian metropolitan cities | Sharma, Gajender Kumar, Ghuge, Vidya V. | Population Density, Population | |
| Potential reductions in fine particulate matter and premature mortality following implementation of air pollution controls on coal-fired power plants in India | Shende, Pritanjali, Lu, Zifeng, Sunderland, Elsie M., Qureshi, Asif | Population | |
| Reduced human disturbance increases diurnal activity in wolves, but not Eurasian lynx | Smith, Adam F., Kasper, Katharina, Lazzeri, Lorenzo, Schulte, Michael, Kudrenko, Svitlana, Say-Sallaz, Elise, Churski, Marcin, Shamovich, Dmitry, Obrizan, Serhii, Domashevsky, Serhii, Korepanova, Kateryna, Bashta, Andriy-Taras, Zhuravchak, Rostyslav, Gahbauer, Martin, Pirga, Bartosz, Fenchuk, Viktar, Kusak, Josip, Ferretti, Francesco, Kuijper, Dries P.J., Schmidt, Krzysztof, Heurich, Marco | Population | |
| Geospatial and statistical analysis of urban heat islands and thermally vulnerable zones in Bangalore and Hyderabad cities in India | Arunab, K.S., Mathew, Aneesh | Population | |
| Human Health Risk Assessment of Elevated Fe and Mn Intake in Groundwater | Tan, Haoyan, Zhang, Caixiang, Li, Jiasen, Zeng, Ming, Cheng, Yikang | Population | |
| Human displacements, fatalities, and economic damages linked to remotely observed floods | Mester, Benedikt, Frieler, Katja, Schewe, Jacob | Population Density, Population | |
| Optimal reactive nitrogen control pathways identified for cost-effective PM2.5 mitigation in Europe | Liu, Zehui, Rieder, Harald E., Schmidt, Christian, Mayer, Monika, Guo, Yixin, Winiwarter, Wilfried, Zhang, Lin | Population, Population Size | |
| Temporal-spatial monitoring of population growth with RS-GIS technology at Wasit province of Iraq | Ali Nikahd, Reza Afshin Sharifan, Hayder Sarhan Dheyab | Population | |
| Ecological and Anthropogenic Factors Influencing Presence of Tiger: A GIS-Based Study in Sikkim | Jha, Aranya, Banerjee, Polash, Jha, Ajeya | Population | |
| Primate malarias as a model for cross-species parasite transmission | Voinson, Marina, Nunn, Charles L, Goldberg, Amy | Population | |
| Fluorescent dissolved organic matter facilitates the phytoavailability of copper in the coastal wetlands influenced by artificial topography | Hong, Hualong, Wu, Shengjie, Wang, Qiang, Dai, Minyue, Qian, Lu, Zhu, Heng, Li, Junwei, Zhang, Jie, Liu, Jingchun, Li, Jian, Lu, Haoliang, Yan, Chongling | Population | |
| Estimating IntraUrban Inequities in PM2.5Attributable Health Impacts: A Case Study for Washington, DC | Castillo, Maria D., Kinney, Patrick L., Southerland, Veronica, Arno, C. Anneta, Crawford, Kelly, van Donkelaar, Aaron, Hammer, Melanie, Martin, Randall V., Anenberg, Susan C. | Population | |
| Densify and Expand: A Global Analysis of Recent Urban Growth | Angel, Shlomo, Lamson-Hall, Patrick, Blei, Alejandro, Shingade, Sharad, Kumar, Suman | Population | |
| Modeling Community Health with Areal Data: Bayesian Inference with | Donegan, Connor, Chun, Yongwan, Griffith, Daniel A. | Population | |
| Maximum entropy-based forest fire likelihood mapping: analysing the trends, distribution, and drivers of forest fires in Sikkim Himalaya | Banerjee, Polash | Population, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |
| Recent Increases in Exposure to Extreme Humid-Heat Events | Rogers, Cassandra D. W., Ting, Mingfang, Li, Cuihua, Kornhuber, Kai, Coffel, Ethan D., Horton, Radley M., Raymond, Colin, Singh, Deepti | Population, Land Use/Land Cover, Surface Water, Water Resources, Cropland |