A high resolution urban and rural settlement map of Africa using deep learning and satellite imagery
2026
Kakooei, Mohammad, Bailie, James, Pettersson, Markus B., Soderberg, Albin, Becevic, Albin, Daoud, Adel
Land Use/Land Cover , Anthropogenic/Human Influenced Ecosystems , Conservation , Sustainability
A dataset of harmonized global air quality monitoring metadata
2026
Renna, Stefania, Rodriguez-Pardo, Carlos, Aleluia Reis, Lara
Population Density
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
A review of data challenges and opportunities for large-scale assessments of mining's social and environmental impacts
2026
Ang, Michelle L.E., Lebre, Eleonore, McIntyre, Neil
Human Settlements, Population Size
Aerosol iodine recycling is a major control on tropospheric reactive iodine abundance
2026
Moon, Allison R., Liu, Leyang, Wang, Xuan, Chan, Yuk-Chun, Fritzmann, Alyson, Pound, Ryan, Lees, Amy, Marden, Lewis, Evans, Mat, Carpenter, Lucy J., Stutz, Jochen, Thornton, Joel A., Novak, Gordon, Rollins, Andrew, Schill, Gregory P., He, Xu-Cheng, Finkenzeller, Henning, Reza, Mago, Volkamer, Rainer, Bates, Kelvin H., Saiz-Lopez, Alfonso, Mahajan, Anoop S., Alexander, Becky
Biomass Burning, Halocarbons And Halogens, Trace Gases/Trace Species , Sulfur Compounds, Air Quality , Atmospheric Carbon Monoxide , Atmospheric Ozone, Non-methane Hydrocarbons/Volatile Organic Compounds, Fossil Fuel Burning, Industrial Emissions , Atmospheric Carbon Dioxide, Carbonaceous Aerosols
Access to surgery in Ecuador using the enhanced 2-step floating catchment area approach
2026
Wurdeman, Taylor, Balarezo, Alejandro Torres, Vega, Alfredo Borrero, Dey, Tanujit, Falconi, Maria, Garcia, Maria Jose, Iza, Mateo, Kumar, Nikathan, Gerk, Ayla, Fowler, Zachary, Rodas, Edgar, Salamea, Juan Carlos, Juran, Sabrina, Meara, John G., Uribe-Leitz, Tarsicio
Population Density
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
Airborne Measurements Suggest That Halocarbon Emissions from the New York City Urban Region Have Comparable Climate Impacts to Its Methane Emissions
2026
Plant, Genevieve, Kort, Eric A., Vimont, Isaac, Sweeney, Colm
Atmospheric Carbon Dioxide, Emissions, Industrial Emissions , Petroleum Production/Use, Fossil Fuel Burning, Transportation
An assessment of a CO2 transport model simulations using
2026
Das, Chiranjit, Kunchala, Ravi Kumar, Patra, Prabir K., Chandra, Naveen, Ishijima, Kentaro, Machida, Toshinobu
Biomass Burning, Halocarbons And Halogens, Trace Gases/Trace Species , Sulfur Compounds, Air Quality , Atmospheric Carbon Monoxide , Atmospheric Ozone, Non-methane Hydrocarbons/Volatile Organic Compounds, Fossil Fuel Burning, Industrial Emissions , Atmospheric Carbon Dioxide, Carbonaceous Aerosols
Amazon forest nutrient limitation is mitigated by distant fire emissions
2026
Descals, Adria, Janssens, Ivan A., Penuelas, Josep
Solar Induced Fluorescence, Chlorophyll , Primary Production, Leaf Characteristics, Reflectance , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
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
A Survey of Applications of the NASA GEOS-CF Global Atmospheric Composition Forecasts: case studies for NASA open data and Earth science to action
2026
Malings, Carl A., Shah, Viral, Wales, Pamela A., Knowland, K. Emma, Keller, Christoph A., Wayman, Callum, Ardizzone, Joseph, Ott, Lesley, Pawson, Steven, Jenness, Amy, Rau, Austin, Mao, Jingqiu, Dong, Zhiwei, Johnson, Matthew S., Roots, Maurice, Mandarino, Felipe, Lazrak, Noussair, Cardenas, Beatriz, Mwaniki, George
Air Quality , Particulates, Dust/Ash/Smoke , Particulate Matter, Particulate Matter Concentrations
Analysis and Prediction of PM2. 5 Concentrations Over Indian Megacities Using Geospatial Techniques and Deep Learning Models
2026
Panda, Jagabandhu, Mukherjee, Asmita, Sarkar, Ankan, Kumar, Gourav, Choudhury, Animesh
Particulate Matter, Particulates, Habitat Conversion/Fragmentation
Carbon dioxide dynamics across three stages of tropical peatland
2026
Kiew, Frankie, Hirata, Ryuichi, Hirano, Takashi, Wong, Guan Xhuan, Waili, Joseph Wenceslaus, Lo, Kim San, Soosaar, Kaido, Kasak, Kuno, Mander, Ulo, Melling, Lulie
Fire Occurrence, Wildfires , Particulate Matter, Emissions, Fire Dynamics
Arctic driftwood proposal for durable carbon removal
2026
Buntgen, Ulf, Oppenheimer, Clive, Trnka, Mirek, Kempf, Michael, Holman, Ian, Arosio, Tito, Bebchuk, Tatiana, Esper, Jan
Forests, Fire Occurrence, Reforestation, Burned Area
Assessing and improving MERRA-2 black carbon column concentration over china using multi-source data and machine learning
2026
Zhang, Qian, Wang, Xudong, Long, Yuan
Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0)
Assessment of Temporal Changes in Human Population Exposure to Cold and Heat Stress in Iran Based on UTCI
2026
Zarei, Ali
Population Size
Warmer climate disrupts the trade-off between post-fire loss and recovery of grassland GPP
2026
Cui, Guishan, Ding, Yitong, Xu, Zhen
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Vertical Land Motion and Human Exposure Across India's Coastal Regions
2026
Zhu, Quantao, Wu, PeiChin, Wei, Meng (Matt), Chaussard, Estelle
Population Size
I can't think about nature right now: perceptions of territorial fragility and the acceptance of nature-based solutions in the Simeto Valley (Italy): a participatory ...
2026
Giuffrida, Emanuela Rita, Licciardello, Feliciana, Popartan, Lucia Alexandra, Graziano, Teresa
Droughts , Food Security , Sustainability , Climate Adaptation
I know that you know that i know: a deep reinforcement learning and theory of mind approach for intrusion mitigation in low earth orbit satellite networks
2026
Zhang, Yan, Hu, Yihua, Zhao, Qingsong, Wang, Yong, Zhai, Yadi, Yang, Jiaxiong, Lin, Zhi, Zhao, Luda
Population Size
Kernelbased estimation of stratospheric aerosol radiative effects from volcanic and wildfire events
2026
Yu, Qiurun, Huang, Yi
Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Dust/Ash/Smoke , Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols , Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Atmospheric Ozone, Sea Level Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles
MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) at GES DISC MERRA-2 inst3_3d_aer_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Aerosol Mixing Ratio 0.625 x 0.5 degree V5.12.4 (M2I3NVAER) at GES DISC MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) at GES DISC MERRA-2 inst3_3d_asm_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NVASM) at GES DISC
Global daily CO2 emissions from 1970 to 2024
2026
Li, Tao, Wang, Lixing, Qiu, Zihan, Ciais, Philippe, Davis, Steven J., Deng, Zhu, Zhao, Yufei, Peters, Glen P., Ke, Piyu, Jones, Matthew W., Andrew, Robbie M., Hao, Ye, Sun, Taochun, Huang, Xiaoting, Jackson, Robert B., Friedlingstein, Pierre, Lu, Chenxi, Cui, Duo, Liu, Zhu
Population Density, Population Size, Urbanization/Urban Sprawl
Integration of human ecology in education: an analysis of the Chilean curriculum framework
2026
Sanchez, Alejandra, Rojas, Pablo M.
Environmental Sustainability, Food Security , Conservation , Environmental Governance/Management , Environmental Health Factors , Sea Level Rise , Water Resources , Climate Adaptation
Interannual variability of spring dust column mass concentration over
2026
Zhang, Hailiang, He, Qing, Aihaiti, Ailiyaer, Li, Yongkang, Zeng, Kang, Jiang, Hong, Liao, Qimei
Land Use/Land Cover Classification , Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0), Emissions, UV Aerosol Index , Gas/Aerosol Composition, Deposition
MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V006 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V061 MERRA-2 tavgM_2d_aer_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXAER) at GES DISC MERRA-2 tavgM_2d_adg_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics (extended) 0.625 x 0.5 degree V5.12.4 (M2TMNXADG) at GES DISC