Inferential modeling of dry deposition across the Ammonia Monitoring
2026
Baublitz, Colleen B., Walker, John T., Wu, Zhiyong, Bash, Jesse O., Bell, Michael D., Pan, Da
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Photosynthetically Active Radiation
PIXAL: a physics-inspired explainable machine learning architecture for Greenland ice albedo modeling
2026
Antwerpen, Raf, Tedesco, Marco, Gentine, Pierre, van de Berg, Willem Jan, Fettweis, Xavier
Reflectance , Albedo, Snow Cover
PM10 source apportionment in a coastal african megacity (Luanda
2026
da Silva, Alan Victor, Cipoli, Yago, Vicente, Estela, Sanchez de la Campa, Ana, Leitao, Anabela, Feliciano, Manuel, Alves, Celia
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Initial assessment of the detectability of cyanotoxin occurrence using PACE satellite observations
2026
Karunakaran, Denesh, Ebtehaj, Ardeshir, Clark Burnette, Lucas, Hondzo, Miki, Olmanson, Leif
Reflectance , Surface Radiative Properties
Investigating LST evolution and heatwave patterns using machine learning in the Beijing-Tianjin-Hebei Urban agglomeration
2026
Liu, Chen, Zhang, Maomao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo , Anisotropy, Land Use/Land Cover Classification , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Land Surface Temperature , Emissivity
Lagged Response of Groundwater Storage to Extreme Precipitation Using Machine-Learning-Downscaled GRACE Data at the Watershed Scale
2026
Zheng, Xiaoling, Yu, Yilei, Jiang, Jiyi, Yang, Lihu, Wang, Shiqin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity
Calibrating SWAT Model Using Satellite-Derived Actual Evapotranspiration in a Data-Scarce River Basin
2026
Mishra, Ashok, Kumar, Shashi Bhushan
Albedo , Anisotropy, Reflectance , Total Surface Water
Can the MODIS EVI formula be directly applied to other sensor data? A case study with Landsat data
2026
Bai, Yafen, Xu, Hanqiu, Su, Guifen, Shi, Tingting, Yang, Lijuan
Reflectance
Characterizing effects of tree mortality from wildfire and bark beetles
2026
Kunik, Lewis, Bowling, David R., Raczka, Brett, Hicke, Jeffrey A., Frankenberg, Christian, Cheng, Rui, Slaton, Michele R., Lin, John C.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Land Surface Temperature , Emissivity, Land Use/Land Cover Classification , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Estimates of Transboundary Transfer and Balance of Atmospheric Carbon Dioxide Fluxes in Sverdlovsk Region Using the Machine Learning Model
2026
Rozanov, A. P., Gribanov, K. G., Zadvornykh, I. V., Sukhikh, G. A., Valdaiskikh, V. V., Zakharov, V. I.
Land Use/Land Cover Classification , Reflectance
Estimating Regional Groundwater Level by Combining Satellite, Model, and Large-Sample Observations Inputs
2026
Cao, Yijing, Zhang, Yongqiang, Chen, Yuyin, Zhang, Xuanze, Tian, Jing, Yang, Xuening, Huang, Qi, Su, Jianzhong
Land Use/Land Cover Classification , Reflectance
Extreme precipitation dominates the increase in total precipitation over
2026
Chen, Shuoyu, Mu, Mingtao, Tian, Lei, Song, Jialin, Feng, Yan, Wang, Jie, Zhang, Baoqing, Pan, Baotian
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, Heat Flux, Skin Temperature, Water Vapor, Precipitation Rate , 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, 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, Sea Surface Skin Temperature
MERRA-2 inst3_3d_asm_Np: 3d,3-Hourly,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NPASM) 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) 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) 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)
An Evaluation of Machine Learning Methods for Leaf Area Index Retrieval
2026
Wang, Dong, Miao, Lijuan, Lu, Yutian, Jiang, Hanyang, Liu, Qiang
Reflectance
Assessing of the Spatio-Temporal Climate and Airborne Pollution Changes and Trends in Ukrainian Steppe Zone
2026
Kharytonov, Mykola, Lakyda, Petro, Matushevych, Liubov, Andreiev, Artem, Kozlova, Anna, Stankevich, Sergey
Land Surface Temperature , Emissivity, Evapotranspiration , Latent Heat Flux, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Assessing the impacts of urbanization and climate variability on
2026
Shah, Adnan Abbas
Precipitation , Rain , Precipitation Amount, Precipitation Rate , Snow, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Ground Water , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Latent Heat Flux, Emissivity
Assessing the net climate benefits of improved grazing intensity in
2026
Powell, Robert S., Davis, Steven J., Encarnation, David G., Piipponen, Johannes, Chang, Jinfeng, Currier, Courtney M., Erb, Karl-Heinz, Eze, Samuel, Hong, Chaopeng, Ploton, Pierre, Ren, Shuai, Smith, Pete, Su, Jishuai, Tempio, Giuseppe, Terrer, Cesar, Wisser, Dominik, Xu, Fengwei, Pellegrini, Adam F. A.
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance
Linking problems with solutions: Biomass waste is where most needed to
2026
Requena-Mullor, Juan M., Ibanez, Ines
Land Surface Temperature , Emissivity, Reflectance , Sea Surface Temperature
Long-term coupling coordination analysis between urbanization and the ecological environment in global cities: insights from remote sensing
2026
Yuan, Yuan, Chen, Zuoqi, Wang, Congxiao, Pan, Zhan, Gong, Wenkang, Pan, Mingna, Yu, Bailang
Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Mitigating Topographic Effects in Optical Remote Sensing: From surface
2026
Ma, Yichuan, Liang, Shunlin, He, Tao, Wen, Jianguang, Li, Ainong, Ma, Han, Yao, Yunjun, Xu, Jianglei, Li, Wenyuan, Zhang, Yuxiang
Albedo , Anisotropy
National-scale acoustic monitoring of avian biodiversity and migration
2026
Bick, I. Avery, Bakkestuen, Vegar, Cretois, Benjamin, Hillier, Ben V., Kalas, John A., ien, Ingar J., Pedersen, Marius, Raja, Kiran, Rosten, Carolyn M., Somveille, Marius, Stokke, Bard G., Wiel, Julia, Sethi, Sarab S.
Reflectance , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Nonlinear hydrothermal associations between coupled landscape ecological risk and resilience in a major grain-producing region of China
2026
Jia, Zhaoyang, Fu, Qiang, Ma, Chao, Wang, Zhenlong, Song, Zihan, Zhang, Dingwen, Zhang, Fuxiang, Liu, Dong, Zhang, Zulin, Cui, Song
Land Surface Temperature , Emissivity
Quantifying land cover sensitivity to desertification in northern
2026
Omodu, Uche Spiff, Wang, Yongdong, Ogbue, Chukwuka, Akhtar, Arslan, Fidelis, Gift Donu, Igboeli, Emeka Edwin, Ochege, Friday Uchenna, Fabiola, Bakayisire
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Quantifying the ratio of nonSynoptically forced precipitation events over CONUS using the quasigeostrophic omega equation
2026
Gyawali, Nabindra, Rose, Brian E. J., Ferguson, Craig R.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , 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, Heat Flux, Skin Temperature, 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, Carbon Monoxide , Tropopause, Methane, Outgoing Longwave Radiation, Humidity , Total Precipitable Water, Water Vapor Profiles, Cloud Droplet Concentration/Size, Cloud Optical Depth/Thickness, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Types, Emissivity, Skin Temperature, Sea Surface Temperature
GPM IMERG Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V07 (GPM_3IMERGHH) MERRA-2 inst3_3d_asm_Np: 3d,3-Hourly,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NPASM) 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) Aqua/AIRS L3 Daily Support Product (AIRS-only) 1 degree x 1 degree V7.0 AIRS/Aqua L3 Daily Support Product (AIRS-only) 1 degree x 1 degree V006 (AIRS3SPD)
Recent trends of Utah's changing wintertime weather and climate characteristics
2026
Meyer, Jonathan D. D., Wright, Timothy E., Gu, Hongping, Gillies, Robert R.
Reflectance
Reconstructing particle number size distributions via aerosol historyinformed multiple deep learning models
2026
Cheng, Yuhan, Xu, Xiaoyu, Wang, Liwen, Huang, Yuanlong, Chen, Hui, Wei, Xing, Rahaman, Saidur, Cai, Dongmei, Qi, Bing, Chen, Ying, Shen, Chaopeng, Wang, Minghuai, Zhang, Yuzhong, Gong, Xianda
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, 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 , Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density , Heat Flux, Water Vapor, Precipitation Rate , 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, 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, Sea Surface Skin Temperature, Ozone Profiles, Atmospheric Carbon Monoxide , Tropospheric Ozone, Carbon Monoxide , Emissions, UV Aerosol Index , Gas/Aerosol Composition, Aerosol Extinction, Deposition
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) 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) 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) 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) MERRA-2 tavg3_3d_asm_Nv: 3d,3-Hourly,Time-Averaged,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2T3NVASM) MERRA-2 inst3_3d_chm_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Carbon Monoxide and Ozone Mixing Ratio 0.625 x 0.5 degree V5.12.4 (M2I3NVCHM) MERRA-2 tavg1_2d_adg_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics (extended) 0.625 x 0.5 degree V5.12.4 (M2T1NXADG)