Traffic-aware Multi-Agent Reinforcement Learning-based Distributed Routing for Low Earth Orbit Satellite Network
2026
Ferrer, Estel, Escrig, Josep, Alarcon, Eduard, Park, Hyuk, Ruiz-De-Azua, Joan A., Kaneko, Megumi
Population Size
Transient and asymptotic distributions of vegetation under recurrent stochastic fires: F. Rodriguez et al.
2026
Rodriguez, Francisco, Castro, M. Angeles, Bautista, Susana, Cortes, Juan Carlos, Perez, Cristina-Luisovna
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Urbanization correlates with genetic and plastic variation of Impatiens capensis flower morphology
2026
Burkiewicz, Jerome, Carvalho, Julie, Caporgno, Sophie, Lafond, Joelle, Devaux, Celine, Normandin, Etienne, Joly, Simon
Urban Lands, Land Use/Land Cover , Urbanization/Urban Sprawl , Infrastructure
Validation of National and Global Satellite-Derived Products for Mapping Burned Areas in Russia
2026
Matveev, A. M., Bartalev, S. A., Egorov, V. A., Saigin, I. A., Stytsenko, F. V., Shinkarenko, S. S.
Forests, Fire Occurrence, Reforestation, Burned Area
U-Net Framework for Short-Term Wildfire Spread Forecasting Using Multi-Source Earth Observation Data in Thailand
2026
Sillaparat, Suchawadee, Charoenchap, Apinya, Tanaksaranond, Garavig, Chunithipaisan, Sanphet, Vateekul, Peerapon
Population Density
What controls fire size in the South American Gran Chaco? Exploring atmospheric and landscape drivers through Remote Sensing
2026
San Martin, Rodrigo, Ottle, Catherine, Sorensson, Anna, Vaittinada Ayar, Pradeebane, Mouillot, Florent, Malfante, Marielle
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Population Density
Vertical Land Motion and Human Exposure Across India's Coastal Regions
2026
Zhu, Quantao, Wu, PeiChin, Wei, Meng (Matt), Chaussard, Estelle
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
TURAAB: A 34-Year Dust and Atmospheric Regional Reanalysis for the
2026
Patlakas, Platon, Chaniotis, Ioannis, Stathopoulos, Christos, Alhajji, Zakiah, Sulaymon, Ishaq Dimeji, Mhawish, Alaa, Alqahtani, Jumaan
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)
Unprecedented Amazonian rainforests damage during the 20232024 droughts
2026
Bai, Hao, Liu, Xiangzhuo, Yang, Hui, Chave, Jerome, Ciais, Philippe, Wigneron, Jean-Pierre, Saatchi, Sassan, Xiao, Jingfeng, Le Toan, Thuy, Hu, Xiaomei, Yang, Ziyan, Wang, Lijun, Fan, Lei, Yao, Yitong, Chen, Xiuzhi, Liu, Yanxu, Xue, Baolin, Guo, Qinghua, Tang, Zhiyao, Liu, Hongyan, Fang, Jingyun, Tao, Shengli
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Anisotropy
TopoFlow: topography-aware pollutant Flow learning for high-resolution air quality prediction
2026
Kheder, Ammar, Toropainen, Helmi, Peng, Wenqing, Antao, Samuel, Chen, Jia, Boy, Michael, Liu, Zhi-Song
Population Density
Tracking the path to cleaner cities using global urban NO2 monitoring from space
2026
Hassani, Amirhossein, Walker, Sam-Erik, Stebel, Kerstin, Schneider, Philipp
Human Settlements, Population Size
Year (202425)-bound assessment of PM and Black Carbon variability over historic city in India: insights from ground-based measurements and satellite data
2026
Bartaria, Vaishnav, Jangid, Ashok, Kumar, Ranjit
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 1.0) , PARTICULATE MATTER (PM 10)
Wolves on ice: habitat use and selection of water bodies by wolves during winter
2026
Veenbrink, Wessel, Zimmermann, Barbara, Sand, Hakan, Wikenros, Camilla, Wabakken, Petter, Mayer, Martin
Population Density
Widespread biophysical cooling effects due to post-fire greening
2026
Xi, Huipeng, Wang, Qunming, Xiao, Yuelong, Guo, Ru, Tong, Xiaohua, Atkinson, Peter M.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Albedo , Anisotropy, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Burned Area, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Wildfire smoke reduces the vocal activity of imperiled grassland birds
2026
Simamora, Trifosa I., Boycott, Timothy J., Wood, Connor M., Grodsky, Steven M.
Air Quality , Particulate Matter, Particulate Matter Concentrations, PARTICULATE MATTER (PM 2.5)
Wildfires Drive Sulfur Isotope Anomalies on the Himalayan-Tibetan Plateau
2026
Pei, Qiaomin, Widory, David, Paris, Guillaume, Kang, Shichang, Wan, Xin, Dasari, Sanjeev, Zhang, Yan-Lin, Cong, Zhiyuan
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 1.0) , PARTICULATE MATTER (PM 10)
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
Asian Summer Monsoon AnticycloneThe Primary Entryway for Chlorinated VeryShortLived Substances to the Stratosphere
2025
Liang, Qing, Newman, Paul A., Fleming, Eric L., Lait, Leslie R., Atlas, Elliot, Pan, Laura, Kinnison, Doug, Western, Luke M., Schauffler, Sue, Smith, Katie, Treadaway, Victoria, Hendershot, Roger, Donnelly, Stephen, Lueb, Richard
Aerosols , Atmospheric Carbon Monoxide , Sulfur Compounds, Atmospheric Winds , Biomass Burning, Sulfur Dioxide , Surface Pressure, Atmospheric Pressure, Atmospheric Temperature , Sulfate, Humidity , Wind Speed , Organic Particles, Potential Temperature, Dust/Ash/Smoke , Atmospheric Water Vapor, Atmospheric Chemistry, Carbon And Hydrocarbon Compounds, Relative Humidity, Sea Level Pressure, Specific Humidity, Static Temperature, Potential Vorticity, Wind Dynamics, Black Carbon
On the Fate of Aerosols Produced by New Particle Formation in the Upper
2025
Ueyama, R., Smith, W. P., Brown, M., Jensen, E. J., Ziemba, L., Bui, T. P., DeanDay, J., Williamson, C. J.
Aerosols , Atmospheric Carbon Monoxide , Sulfur Compounds, Atmospheric Winds , Biomass Burning, Sulfur Dioxide , Surface Pressure, Atmospheric Pressure, Atmospheric Temperature , Sulfate, Humidity , Wind Speed , Organic Particles, Potential Temperature, Dust/Ash/Smoke , Atmospheric Water Vapor, Atmospheric Chemistry, Carbon And Hydrocarbon Compounds, Relative Humidity, Sea Level Pressure, Specific Humidity, Static Temperature, Potential Vorticity, Wind Dynamics, Black Carbon
Improved daily PM2.5 estimates in India reveal inequalities in recent enhancement of air quality
2025
Kawano, Ayako, Kelp, Makoto, Qiu, Minghao, Singh, Kirat, Chaturvedi, Eeshan, Dahiya, Sunil, Azevedo, Ines, Burke, Marshall
Population Size, Land Use/Land Cover Classification , Aerosol Optical Depth/Thickness
A Comparison of Machine Learning-Based Approaches in Estimating Surface
2025
Wei, Shijin, Shores, Kyle, Xu, Yangyang
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, Air Temperature, Precipitation Rate , 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, 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 1.0) , PARTICULATE MATTER (PM 10) , Geopotential Height, Altitude, Surface Temperature , Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds
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 statD_2d_slv_Nx: 2d,Daily,Aggregated Statistics,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2SDNXSLV) 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 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) at GES DISC MERRA-2 inst1_2d_asm_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2I1NXASM) at GES DISC
Diagnosing aerosolmeteorological interactions on snow within Earth system models: a proof-of-concept study over High Mountain Asia
2025
Roychoudhury, Chayan, He, Cenlin, Kumar, Rajesh, Arellano Jr., Avelino F.
Reflectance , 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 Concentration, Deposition, Longwave Radiation, Shortwave Radiation, Atmospheric 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, Land Surface Temperature , Snow Cover , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 1.0) , PARTICULATE MATTER (PM 10) , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , 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, Surface Temperature , Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, Atmospheric Pressure, Cloud Top Pressure, Sea Level Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds, Albedo, Snow Depth , Snow Water Equivalent , Heat Flux, Water Vapor, Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Surface Water, Runoff Rate, Average Flow, Average Flow, Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
MODIS/Terra+Aqua AOD and Water Vapor from MAIAC, Daily L3 Global 0.05Deg CMG V061 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 High Mountain Asia 12 km Modeled Estimates of Aerosol Transport, Chemistry, and Deposition Reanalysis, 2003-2019 V001 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 MODIS/Aqua Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V006 MODIS/Aqua Snow Cover Daily L3 Global 0.05Deg CMG V061 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 GPM IMERG Final Precipitation L3 1 day 0.1 degree x 0.1 degree V07 (GPM_3IMERGDF) at GES DISC MODIS/Aqua Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V061 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 MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V006 MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) at GES DISC High Mountain Asia UCLA Daily Snow Reanalysis V001 MODIS/Terra Snow Cover Daily L3 Global 0.05Deg CMG V061 MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) at GES DISC MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst1_2d_asm_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2I1NXASM) at GES DISC
Air Pollutants Associated Hospitalization in Pediatric Pneumonia: A
2025
Sitthikarnkha, Phanthila, Uppala, Rattapon, Techasatian, Leelawadee, Saengnipanthkul, Suchaorn, Niamsanit, Sirapoom, Peansukwech, Udomlack, Sutra, Sumitr, Anantasit, Nattachai, Teeratakulpisarn, Jamaree, Jenwitheesuk, Kamonwan, Kosararaksa, Pope
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) , Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone
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 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) at GES DISC
Spring and Summer Sea Ice Controls Interannual Variation in Top-of-Atmosphere Upward Shortwave Flux over the Antarctic
2025
Amma, Michinari, Hayasaka, Tadahiro
Geopotential Height, 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) , Altitude, Surface Temperature , Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Skin Temperature, Potential Vorticity, Vertical Profiles, Relative Humidity, Ozone Profiles
MERRA-2 const_2d_ctm_Nx: Constant Model Parameters for Usage by CTM 0.625 x 0.5 degree V5.12.4 (M2C0NXCTM) at GES DISC 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_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) at GES DISC MERRA-2 instM_3d_asm_Np: 3d,Monthly mean,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2IMNPASM) at GES DISC