Using feature importance as an exploratory data analysis tool on Earth system models
2025
Ries, Daniel, Goode, Katherine, McClernon, Kellie, Hillman, Benjamin
Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, 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, 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)
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 MERRA-2 tavgM_2d_rad_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXRAD) 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
Using geostationary-satellite-derived sub-daily fire radiative power variability versus prescribed diurnal cycles to assess the impact of African fires on tropospheric ...
2025
Wang, Haolin, Maslanka, William, Palmer, Paul I., Wooster, Martin J., Wang, Haofan, Yao, Fei, Feng, Liang, Wu, Kai, Lu, Xiao, Fan, Shaojia
Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds
Using Hydrogeomorphic Features to Quantify Structural and Functional Hydrologic Connectivity in a Coastal Plain Headwater Stream
2025
Peterson, Delaney M., Jones, C. Nathan, Plattner, Alain M., Shogren, Arial J., Godsey, Sarah E.
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Transformer-Based Fast Mole Fraction of CO2 Retrievals from Satellite-Measured Spectra
2025
Chen, Wei, Ren, Tao, Zhao, Changying, Wen, Yuan, Gu, Yilei, Zhou, Minqiang, Wang, Pucai
Atmospheric Carbon Dioxide
Transient modeling and control strategies for WT-PV integrated hydrogen production system
2025
Zhang, Xiyuan, Wang, Bowen, Zhang, Fan, Wu, Kangcheng, Li, Ye, Li, Bin, Jiao, Kui
Longwave Radiation, Shortwave Radiation, 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 , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
Transported dust modulates aerosol pollution domes over rapidly urbanizing Indian cities
2025
Sethi, Soumya Satyakanta, Vinoj, V.
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)
Treatment effect heterogeneity and importance measures for multivariate continuous treatments
2025
Shin, Heejun, Linero, Antonio, Audirac, Michelle, Irene, Kezia, Braun, Danielle, Antonelli, Joseph
Particulate Matter, Particulates
Using the moist static energy variance budget to evaluate tropical cyclones in climate models against reanalyses and satellite observations
2025
Starr, Jarrett C., Wing, Allison A., Camargo, Suzana J., Kim, Daehyun, Lee, Tsung-Yung, Moon, Jihong
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Vertical Profiles, U/V Wind Components, Ozone Profiles
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 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) at GES DISC
Variability and Influencing Factors of the Convective Boundary Layer Height Over the Tibetan Plateau: Y. Dai et al.
2025
Dai, Yao, Huang, Qian, Wang, Zijun, Guo, Kun, Liao, Huiren, Wang, Mengyuan
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction
Variability of satellite-based tropospheric nitrogen dioxide column abundance in the last 20 years over ten Mexican metropolitan areas measured by the Ozone ...
2025
Cardenas, Claudia I. Rivera, Hernandez, Karina Gonzalez
Nitrogen Dioxide , Nitrogen Dioxide
Variability of the Diurnal Cycle of Precipitation in South America
2025
Ramirez-Nina, Ronald G., da Silva Dias, Maria Assuncao Faus, da Silva Dias, Pedro Leite
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Variance-based sensitivity analysis of climate variability impact on
2025
Xu, Yingqiang, Albalawneh, Abeer, Al-Zoubi, Maysoon, Baroud, Hiba
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Topographical Relief Maps, Land Surface Temperature , Emissivity
Using machine learning to generate a GISS ModelE calibrated physics ensemble (CPE)
2025
Elsaesser, Gregory S., van LierWalqui, Marcus, Yang, Qingyuan, Kelley, Maxwell, Ackerman, Andrew S., Fridlind, Ann M., Cesana, Gregory V., Schmidt, Gavin A., Wu, Jingbo, Behrangi, Ali, Camargo, Suzana J., De, Bithi, Inoue, Kuniaki, LeitmannNiimi, Nicolas M., Strong, Jeffrey D. O.
Cloud Liquid Water/Ice, Atmospheric Water Vapor, Precipitation , Water Vapor Profiles, Convective Surface Precipitation Rate, Cloud Precipitable Water, Precipitation Rate , Rain , Atmospheric Heating
Using neural networks for near-real-time aerosol retrievals from OMPS Limb Profiler measurements
2025
Himes, Michael D., Taha, Ghassan, Kahn, Daniel, Zhu, Tong, Kramarova, Natalya A.
Aerosol Extinction, ULTRAVIOLET RADIANCE, Visible Radiance, Infrared Radiance
Urbanization Impacts on South China Greater Bay Area Extreme RainfallSensitivity to Synoptic Systems during the Pre-Monsoon Period
2025
Hu, Chenxi, Tam, Chi-Yung, Wang, Ziqian, Fang, Xiaoyi, Yang, Zong-Liang
Total Surface Precipitation Rate, Land Use/Land Cover Classification
Urbanization results in highly dynamic, degraded benthic macroinvertebrate communities in North Carolina streams
2025
Westman, Riley C., Martin, Katherine L.
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Validation of formaldehyde products from three satellite retrievals (OMI SAO, OMPS-NPP SAO, and OMI BIRA) in the marine atmosphere with four seasons of ...
2025
Liao, Jin, Wolfe, Glenn M., Kotsakis, Alexander E., Nicely, Julie M., St. Clair, Jason M., Hanisco, Thomas F., Gonzalez Abad, Gonzalo, Nowlan, Caroline R., Ayazpour, Zolal, De Smedt, Isabelle, Apel, Eric C., Hornbrook, Rebecca S.
Formaldehyde, 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
Utilizing machine learning for high resolution NO2 total columns from PACE OCI
2025
Fasnacht, Z, Joiner, J, Bucsela, E, Bandel, M, Liu, F, Lamsal, L, Krotkov, N
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, Nitrogen Dioxide , Nitrogen Oxides
Uttarakhand: A Hotspot for Extreme Events?
2025
Sundriyal, Yaspal, Kaushik, Sameeksha, Kumar, Vipin, Dimri, A.P., Chauhan, Neha, Kumar, Sandeep, Rana, Naresh
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Validating Machine Learning Retrievals of the Cloud-Top Droplet
2025
Loveridge, J. R., Fu, D., Di Girolamo, L.
Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types
Using a Machine Learning Approach for Isolating Aerosol Effects on Cloud
2025
Irfan, Muhammed, Lipponen, Antti, Kuhn, Thomas, Romakkaniemi, Sami, Calderon, Silvia M., Holopainen, Eemeli, Virtanen, Annele, Arola, Antti, Kokkola, Harri
Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types
Using an Explainable Machine Learning Approach to Produce HighResolution Hourly Precipitation Estimates for a Typical DataDeficiency Basin
2025
Lyu, Yi, Yong, Bin
Atmospheric Water Vapor, Precipitation , RADAR, Precipitation Amount, Precipitation Rate , Snow, Rain
Using aridity as an overarching factor to advance understanding of soil organic carbon storage at the continental scale
2025
Lavallee, Jocelyn M., Haddix, Michelle L., Swan, Amy, Hoover, Jamie D., Cotrufo, M. Francesca
Photosynthesis, Primary Production, Vegetation Productivity, Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Typhoon In-Fa (2021) Near Surface Wind Field Characteristics Based on
2025
Lu, Yanghao, Li, Yubin, Tang, Jie, Gao, Zhiqiu
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Ubiquity and Causes of Soil Water Preferential Flow Across 17 Ecoregions
2025
Li, Bonan, Sprenger, Matthias, Wyatt, Briana M., Gimenez, Daniel, Hirmas, Daniel R., Ajami, Hoori, Wiekenkamp, Inge, Groh, Jannis, Nimmo, John R., Amato, Matthew T., Singh, Nitin K., Crompton, Octavia, Araki, Ryoko, Xu, Tianfang, Sullivan, Pamela L.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity