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)
A comparative study of low-level jets in different climate regions in China using multi-site Doppler wind lidar observations
2026
Wang, Mengya, Wei, Tianwen, Lolli, Simone, Rocadenbosch, Francesc, Salcedo-Bosch, Andreu, Du, Yu, Wang, Yuan, Wang, Chenggang, Zong, Lian, Gu, Yefu, Wan, Bingcheng, Su, Lian, Wei, Fangzhi, Xia, Haiyun
Plant Phenology, Enhanced Vegetation Index (EVI)
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 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 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 Bayesian Multisource Fusion Model for Spatiotemporal PM2.5
2026
Riley, Abi I., Blangiardo, Marta, Piel, Frederic B., Beddows, Andrew, Beevers, Sean, Fuller, Gary W., Agnew, Paul, Pirani, Monica
Aerosol Optical Depth/Thickness
A 500-m Agricultural Drought Impact Dataset in China's Main Grain Region: Toward Impact-Based Drought Monitoring
2026
Shi, Jiali, Sang, Yan-Fang, AghaKouchak, Amir, Dash, Sonam Sandeep, Chan, Faith Ka Shun
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A New Addition to Global Soil Moisture Mapping: CFOSAT Scatterometer
2026
Duan, Pan, Zhao, Tianjie, Lu, Haishen, Lang, Shuyan, Zheng, Jingyao, Bai, Yu, Peng, Zhiqing, Wagner, Wolfgang, Guo, Peng, Shi, Hongtao, Sun, Congrong, Jia, Li, Zhu, Di, Dong, Xiaolong, Shi, Jiancheng
Land Use/Land Cover Classification
A high-resolution (daily and 1 km) atmospheric moisture collection over the North China Plain during 20032020
2026
Su, Zhiying, Zhang, Hui, Li, Xiang, Wu, Sijia, Shi, Manqing, Luo, Ming
Land Use/Land Cover Classification , Aerosol Optical Depth/Thickness , Land Surface Temperature , Emissivity
A high-resolution nested model to study the effects of alkalinity additions in Halifax Harbour, a mid-latitude coastal fjord
2026
Laurent, Arnaud, Wang, Bin, Atamanchuk, Dariia, Rakshit, Subhadeep, Azetsu-Scott, Kumiko, Algar, Chris, Fennel, Katja
Sea Surface Temperature
A machine learning-based wildfire susceptibility mapping framework for
2026
Yan, Kaida, Zhao, Fengjun, Shu, Lifu, Liu, Yongqiang, Wang, Mingyu, Si, Liqing, Li, Weike, Li, Xiaoxiao, Zhang, Shiyuan, Li, Siwei, Wang, Jinglu
Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A hybrid machine learning model for flood prediction with recursive feature elimination informed by training performance
2026
Gong, Liying, Woo, Wai Lok, Wu, Yue Ivan, Zheng, Xiujuan
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Total Surface Precipitation Rate
A localized plant species-specific BVOC emission rate library of China established using a developed statistical approach based on field measurements
2026
Han, Huijuan, Jia, Yanqi, Shi, Rende, Nie, Changliang, Kajii, Yoshizumi, Wu, Yan, Li, Lingyu
Land Use/Land Cover Classification
A long-term daily 500 m snow cover extent product over China (19812000)
2026
Shen, Yanlong, Wang, Xiaoyan, Zhu, Ruixiang, Liang, Shi, Che, Tao, Hao, Xiaohua
Land Use/Land Cover Classification
A multi-taxon evaluation of tropicalsubtropical boundary using tree-of-life eDNA across Taiwanese waters
2026
Peiris, M. Aravinda Kishan, Liu, Shang-Yin Vanson
Sea Surface Temperature
A multiresolution weather dataset for the Southwestern South Atlantic (20172018)
2026
Vieira, Luan, Sancho, Livia, Silva, Mauricio S., Passos, Elisa, Jacinto, Larissa F. R., Lyra, Rebeca S., Moraes, Nilton O., Bock, Carina S., Nehme, Douglas M., Toste, Raquel, Honigbaum, Jacques, Luna, Rodrigo S., Beisl, Carlos H., Silva, Patricia M., Vasconcelos, Adriano O., Ferreira, Rian C., Eneau, Cedric, Rochinha, Fernando A., Assad, Luiz P. F., Coutinho, Alvaro L. G. A., Bahiense, Laura, Landau, Luiz, Evsukoff, Alexandre G.
Plant Phenology, Enhanced Vegetation Index (EVI)
A Multiscale Simulation Study of the Effects of Nantucket Island on Atmospheric Boundary Layer Flow
2026
Allouche, Mohammad, Mirocha, Jeffrey D.
Sea Surface Temperature
A Model for Dry Deposition of Atmospheric Micro-and Nanoplastic Fibers
2026
Foroutan, Hosein
Land Use/Land Cover Classification
A new model for estimating topography-modulated daily net radiation under all-sky conditions
2026
Zhao, Yu, Jiang, Bo, Liang, Shunlin, Li, Ainong, He, Tao, Miao, Guofang, Zhang, Zhengjian, Yin, Xiuwan, Chen, Yingping, Zhao, Xiang, Zhang, Xiaotong, Yao, Yunjun, Tan, Xuqing
Reflectance , Albedo , Anisotropy, Shortwave Radiation
A novel active-microwave method to estimate 1 km vegetation optical depth over the Heihe River Basin
2026
Lu, Zhixuan, Fan, Lei, De Lannoy, Gabrielle, Bai, Xiaojing, Liu, Xiangzhuo, Xing, Zanpin, Zhou, Zhilan, Zeng, Jiangyuan, Frappart, Frederic, Peng, Jian, Che, Tao, Geng, Liying, Li, Xiaojun, Li, Xin, Baghdadi, Nicolas, Wigneron, Jean-Pierre
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture
Apparent Global Increase in Cloud Droplet Number Concentration After
2026
Liu, Jihu, Zhu, Yannian, Rosenfeld, Daniel, Cao, Yang, Wang, Yichuan, Wang, Minghuai
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 , 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
Arctic Sea Ice Thickness Retrieval From SMOS Using Unsupervised-ClassificationBased Selection of Representative Tie Points
2026
Li, Jiaxing, Zhang, Shengkai, Xiao, Feng, Geng, Tong, Ma, Jie, Li, Fei
Sea Ice Concentration, Brightness Temperature, Sea Ice Motion , Snow Depth
Application of a SIF-based photochemical model to improve the estimation
2026
Guo, Chenhui, Liu, Zhunqiao, Lu, Xiaoliang
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation