Model sensitivity across scales: a case study of simulating an offshore low-level jet
2026
Hawbecker, Patrick, Lassman, William, Juliano, Timothy W., Kosovic, Branko, Haupt, Sue Ellen
Sea Surface Temperature , 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, Sea Surface Topography , Vertical Profiles, Ozone Profiles, Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , 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) , Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Ice Fraction, Sea Surface Skin Temperature, Skin Temperature
GHRSST Level 4 OSPO Global Foundation Sea Surface Temperature Analysis (GDS version 2) 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 MERRA-2 const_2d_asm_Nx: 2d, constants 0.625 x 0.5 degree V5.12.4 (M2C0NXASM) 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 GHRSST Level 4 MUR Global Foundation Sea Surface Temperature Analysis (v4.1) GHRSST NOAA/STAR GOES-16 ABI L3C America Region SST v2.70 dataset in GDS2 GHRSST Level 4 K10_SST Global 10 km Analyzed Sea Surface Temperature from Naval Oceanographic Office (NAVO) in GDS2.0 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 MERRA-2 inst6_3d_ana_Nv: 3d,6-Hourly,Instantaneous,Model-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NVANA) at GES DISC MERRA-2 tavg1_2d_ocn_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Ocean Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXOCN) at GES DISC GHRSST Level 4 CMC0.1deg Global Foundation Sea Surface Temperature Analysis (GDS version 2)
Analysing the Effect of Climate Change on Photovoltaic Solar Plants in South Africa
2026
Snyman, Tiaan, Rix, Arnold
Surface Temperature , Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds, 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 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 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
The Impact of NO2 and SO2 Pollutants on Respiratory Diseases: A Case Study of Indonesia
2026
Asadelia Rafmawan, Reizka
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, 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 tavgM_2d_flx_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXFLX) 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
SEISMO-VRE: A tool for a multiparametric and multidisciplinary study of an earthquake
2026
Marchetti, Dedalo, Bailo, Daniele, Falcone, Giuseppe, Michalek, Jan, Paciello, Rossana, Piscini, Alessandro
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) , 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, Surface Pressure, Surface Winds , Geopotential Height, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Oxygen Compounds, Potential Temperature, Potential Temperature, Air Mass/Density , Atmospheric Carbon Monoxide , Carbon Monoxide , Atmospheric Ozone
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 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 inst1_2d_lfo_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2I1NXLFO) at GES DISC MERRA-2 inst1_2d_int_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Vertically Integrated Diagnostics 0.625 x 0.5 degree V5.12.4 (M2I1NXINT) at GES DISC MERRA-2 tavg1_2d_chm_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Carbon Monoxide and Ozone Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXCHM) at GES DISC
Physical Dynamics of the Lake: Is It Dying?
2026
Awange, Joseph L.
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
A geophysical investigation of the Roter Kamm impact crater, Namibia
2026
Nienhaus, Hannah, Yogeshwar, Pritam, Morbe, Wiebke, Tezkan, Bulent, Liu, Yajun, Lushetile, Bufelo, Melles, Martin
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A giant Early Holocene tsunamigenic rock-ice avalanche in South
2026
Pedersen, L.L., Svennevig, K., Morino, C., Sndergaard, A.S., Pearce, C., Perez, L.F., Damsgaard, A., Olsen, J., Knudsen, M.F., Noblet, A., Larsen, N.K.
Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation
A global 0.05 gross primary production dataset from 2001 to 2024 generated using a hybrid LSTM framework
2026
Chen, Shaoyang, Liu, Xinjie, Han, Qizhi, Wu, Yanhong, Liu, Liangyun
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo , Anisotropy, Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
A harmonized 20002024 dataset of daily river ice concentration and annual phenology for major Arctic rivers
2026
Qiu, Jiahui, Luojus, Kari, Kaartinen, Harri, Qiu, Yubao, Silander, Jari, Patro, Epari Ritesh, Klove, Bjorn, Haghighi, Ali Torabi
Reflectance
A high performance assimilation of surface soil moisture based on a
2026
Zhu, Shuang, Zha, Gang, Wang, Qi, Ma, Siyu, Qin, Hui
Land Use/Land Cover Classification
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 Framework for Characterizing 3-D Structures of Crevasses and Rifts
2026
Pang, Ao, Liang, Qi, Hulbe, Christina, Yang, Tian, Zhou, Quan, Forbes, Martin, Cheng, Xiao
Grounding Line, Ice Velocity, Terrain Elevation
A Decadal Survey of the Near-Surface Seismic Velocity Response to Hydrological Variations in Utah, United States
2026
Feng, KuanFu, Denolle, Marine, Lin, FanChi, van Dam, Tonie
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
A decade of winter supraglacial lake drainage across Northeast Greenland using C-band SAR
2026
Dean, Connor Wolfgang, Scharien, Randall, Willis, Ian, McDougall, Kali Ann
Land Ice/Ocean Classification, Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation
A density-adaptive denoising method for ICESat-2 photon-counting data
2026
Danyang, Cao, Xiaoya, Liu, Ying, Yang, Ling, Sun
Terrain Elevation
A Framework for Winter Wheat Soil Moisture Retrieval Based on UAV Remote Sensing and AutoML
2026
Zhong, Daokuan, Li, Caixia, Li, Shenglin, Kanneh, James E., Zhu, Pengyuan, Liu, Hao, Song, Ni, Ning, Huifeng, Sun, Chitao
Soil Moisture/Water Content
A fundamental trade-off among resilience, resistance, efficiency, and
2026
Lerner, Joshua E., Feagin, Rusty A., Huff, Thomas P., Najjar, Raymond G., Layton, Astrid, Herrmann, Maria, Fuentes, Jose D.
Wetlands , Wetlands , Coastal, Gross Primary Production (gpp), Intertidal Zone
A fused soil moisture product integrating linear fusion method and error characteristics approach
2026
Singh, Anuj, Dhanya, C.T., Saharia, M.
Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content , Vegetation Water Content, Surface Soil Moisture
2025 California Wildfire Observations Using Single FieldofView Sounder Atmospheric Products (SiFSAP)
2026
Lei, Liqiao, Liu, Xu, Wu, Wan, Xiong, Xiaozhen, Yang, Qiguang, Larar, Allen M.
Carbon Monoxide , Tropospheric Ozone, Geopotential Height, Tropopause, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Types, Precipitation Rate , Emissivity, Skin Temperature, Sea Surface Temperature , Brightness Temperature, Infrared Radiance, Clouds , Cloud Frequency, REFLECTED INFRARED, Visible Radiance, Cloud Properties, Cloud Top Height, Cloud Emissivity, Aerosol Optical Depth/Thickness , Angstrom Exponent, Methane, Sulfur Dioxide
A Costefficient and robust approach to monitor ecosystem photosynthesis using nearinfrared enabled cameras
2026
Syahid, Luri Nurlaila, Luo, Xiangzhong, Zhao, Ruiying, Yu, Liyao, Tan, Li Ming, Detto, Matteo, Sonnentag, Oliver
Reflectance , Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Cover, Plant Phenology, Plant Characteristics
A Cloud-Native Alternative Correction for Landsat-8/9 Collection 2 Surface Reflectance over Inland Waters
2026
Bi, Shun, Shi, Kun, Xu, Jie
Reflectance
A CNN-Transformer Hybrid Framework for Mapping Annual Wheat Fractional Cover from 2001-2023 using MODIS Satellite Data over Asia
2026
Li, Wenyuan, Liang, Shunlin, Chen, Yongzhe, Ma, Han, Xu, Jianglei, Ma, Yichuan, Chen, Zhongxin, Fang, Husheng, Zhang, Fengjiao
Reflectance
A comprehensive database of thawing permafrost locations across Alaska: version 2.0. 0
2026
Webb, Hailey, Pierce, Ethan, Abbott, Benjamin W., Bowden, William B., Chen, Yaping, Chen, Yating, Douglas, Thomas A., Eklof, Joel F., Euskirchen, Eugenie S., Langer, Moritz, Myers-Smith, Isla H., Overeem, Irina, Strauss, Jens, Walter Anthony, Katey, Wang, Kang, Whitley, Matthew A., Turetsky, Merritt R.
Permafrost , Vegetation Cover, Digital Elevation/Terrain Model (DEM) , Permafrost
A Conceptual Framework for Remote Sensing Solution for Peatland Greenhouse Gas Emission Estimation in Latvia
2026
Feofilovs, Maksims, Gulbe-Viluma, Linda, Grishanov, Andrei, Barga, Ilze, Rajamani, Amrutha, Patel, Nidhiben, Romagnoli, Francesco
Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI) , Enhanced Vegetation Index (EVI)
A concise real-time identification method of maize phenological period
2026
Zhu, Bingxue, Wu, Huizhu, Li, Sijia, Chen, Liwen, Song, Kaishan
Reflectance