A three-dimensional Budyko framework with terrestrial water storage
2025
He, Qing, Fok, Hok Sum, Zhou, Hao, Ferreira, Vagner, Sun, Yilin
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A trait-based model to describe plant community dynamics in managed
2025
Noler, Felix, Moulin, Thibault, Buzhdygan, Oksana, Tietjen, Britta, May, Felix
Land Use/Land Cover Classification
A transformer-based model for detecting land surface phenology from the
2025
Tran, Khuong H., Zhang, Xiaoyang, Zhang, Hankui K., Shen, Yu, Ye, Yongchang, Liu, Yuxia, Gao, Shuai, An, Shuai
Plant Phenology, Enhanced Vegetation Index (EVI), Plant Phenological Changes
A unifying principle for global greenness patterns and trends
2025
Cai, Wenjia, Zhu, Ziqi, Harrison, Sandy P., Ryu, Youngryel, Wang, Han, Zhou, Boya, Prentice, Iain Colin
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
A vegetation phenology dataset developed by integrating multiple sources using the reliability ensemble averaging method
2025
Cui, Yishuo, Chen, Shouzhi, Gong, Yufeng, Li, Mingwei, Jia, Zitong, Zhou, Yuyu, Fu, Yongshuo H.
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Normalized Difference Vegetation Index (NDVI), Plant Phenological Changes, Plant Characteristics, Vegetation Cover, Vegetation Index
A stand-alone framework for predicting spatiotemporal errors in satellite-based soil moisture using tree-based models and deep neural networks
2025
Kim, Subin, Kim, Hyunglok, Kwon, Yonghwan, Nguyen, Hoang Hai
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Brightness Temperature, Surface Soil Moisture
A strategy to estimate daily shortwave downward radiation in rugged regions from a few satellite observations
2025
Xian, Yuyang, Wang, Tianxing, Du, Yihan, Yu, Pei, Letu, Husi
Albedo , Anisotropy
A Multi-Model Framework Based on Remote Sensing to Assess Land
2025
DAcunto, Federica, Dubovyk, Olena, Raghuvanshi, Nikhil, Marinello, Francesco, Iodice, Filippo, Pezzuolo, Andrea
Photosynthesis, Primary Production, Vegetation Productivity
A Multi-Scale Comprehensive Evaluation for Nine Evapotranspiration Products Across Mainland China Under Extreme Climatic Conditions
2025
Qian, Long, Wu, Lifeng, Dong, Ning, Dai, Tianjin, Yu, Xingjiao, Bai, Xuqian, Yang, Qiliang, Liu, Xiaogang, Chen, Junying, Zhang, Zhitao
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 , Surface Temperature , Humidity , Surface Winds , Precipitation Rate , Ground Water , Latent Heat Flux
A multi-sensor approach allows confident mapping of forest canopy fuel
2025
Aragoneses, Elena, Garcia, Mariano, Tang, Hao, Chuvieco, Emilio
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Plant Phenology, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , LIDAR WAVEFORM
A Multimodal Deep Learning Approach for Soil Moisture Downscaling Using Remote Sensing and Weather Data
2025
Xu, Yijia, Cai, Shuohao, Huang, Jingyi, Liu, Jiangui, Shang, Jiali, Yang, Zhengwei, Zhang, Zhou
Land Surface Temperature , Emissivity, Surface Soil Moisture
A multi hazard extreme weather event in Southern Italy: Assessment and sensitivity tests of the WRF model
2025
Avolio, E., Castorina, G., Torcasio, R.C., Federico, S.
Sea Surface Temperature
A Machine Learning Algorithm to Convert Geostationary Satellite LST to Air Temperature Using In Situ Measurements: A Case Study in Rome and High-Resolution Spatio-Temporal UHI Analysis
2025
Cecilia, Andrea, Casasanta, Giampietro, Petenko, Igor, Argentini, Stefania
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Map of Dominant Cloud-Controlling Factors for Cloud Fraction and Total
2025
Naud, Catherine M., Elsaesser, Gregory S., Booth, James F.
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, Vertical Profiles, Ozone Profiles, Clouds , Cloud Optical Depth/Thickness, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Sea Surface Temperature Indices, Heat Flux
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 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) MODIS_CR_Equal_Angle_3h MODIS/Aqua Aerosol Cloud Water Vapor Ozone Daily L3 Global 1Deg CMG SeaFlux Data Products V1
A Merged CYGNSS Soil Moisture Product Using a Minimum Variance Estimator
2025
Hodges, Erik, Chew, Clara, Small, Eric E., Bai, Dinan, Al-Khaldi, Mohammad, Ouellette, Jeffrey D., Johnson, Joel T., Lei, Fangni, Kurum, Mehmet, Cafer Gurbuz, Ali, Senyurek, Volkan, Nabi, M. M., Xu, Xiaolan, Shah, Rashmi, Yueh, Simon H., Hayashi, Akiko, Setti, Paulo T., Tabibi, Sajad, Santi, Emanuele, Pettinato, Simone, Ruf, Christopher S., Moghaddam, Mahta
Land Use/Land Cover Classification
A global urban tree leaf area index dataset for urban climate modeling
2025
Dong, Wenzong, Yuan, Hua, Lin, Wanyi, Liu, Zhuo, Xiang, Jiayi, Wei, Zhongwang, Li, Lu, Li, Qingliang, Dai, Yongjiu
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A dataset of annual surface water extent in the Xijiang River Basin from 1986 to 2023
2025
YAO, Deke, JIA, Guoqiang, QIU, Yubao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A dataset of daily cloud-free remote sensing indices for the cryosphere in High Mountain Asia (20002023)
2025
SUN, Xingliang, SHI, Kaidan, HU, Zhimin, FENG, Min, GUO, Xuejun
Reflectance
A dataset of monthly NDVI at a 10-meter resolution for the Yangtze River Delta (20192023)
2025
LIU, Lemeng, LI, Yang, DAI, Ling
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A dataset on metal-related production activities and their socio-environmental impacts in Canada
2025
Pellan, Marin, Greffe, Titouan, Majeau-Bettez, Guillaume, de Bortoli, Anne
Land Use/Land Cover Classification
A decade-long flow reversal in the intergyre region of the eastern north
2025
Gonzalez-Pola, Cesar, Somavilla, Raquel, Grana, Rocio, Viloria, Amaia, Ibanez-Tejero, Laura
Sea Surface Temperature
A Deep Learning Approach to Downscaling Microwave Land Surface
2025
Waring, Abigail Marie, Ghent, Darren, Moffat, David, Jimenez, Carlos, Remedios, John
Emissivity, Vegetation Index , Snow Cover , Emissivity, Vegetation Index , Snow Cover , Land Surface Temperature
A deep learning method for generating gap-free FAPAR time series from
2025
Zhang, Guodong, Yin, Gaofei, Zhao, Wei, Wang, Meilian, Verger, Aleixandre
Land Use/Land Cover Classification
A global daily mesoscale front dataset from satellite observations: in
2025
Xing, Qinwang, Yu, Haiqing, Yu, Wei, Chen, Xinjun, Wang, Hui
Sea Surface Temperature , Sea Surface Temperature
A global daily seamless 9 km vegetation optical depth (VOD) product from 2010 to 2021
2025
Hu, Die, Wang, Yuan, Jing, Han, Yue, Linwei, Zhang, Qiang, Fan, Lei, Yuan, Qiangqiang, Shen, Huanfeng, Zhang, Liangpei
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), Land Use/Land Cover Classification