A long-term (20002022), high-resolution (0.005) aboveground biomass dataset of global grasslands
2026
Wu, Pinzhen, Sun, Qingling, Wang, Daju, Si, Jiahe, Li, Baolin, Zhao, Xuetong, Zhu, Siyu, Li, Yong, Chen, Xiuzhi, Yuan, Wenping
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Land Use/Land Cover Classification , Reflectance , Biomass, Forests, Grasslands, Alpine/Tundra
A novel classifier-guided ensemble framework for global terrestrial evapotranspiration estimates
2026
Ni, Le, Wang, Weiguang, Fu, Jianyu, Cao, Mingzhu
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
A raster-based dataset for spatio-temporal analysis of forest fires in the Amazon rainforest from 2001 to 2020
2026
Mahmood, Mateen, Moraga, Paula
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
A regional case study of aerosol-induced radiative and precipitation
2026
Bran, Sherin Hassan, Macatangay, Ronald, Chotamonsak, Chakrit, Chantara, Somporn, Surapipith, Vanisa
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
A spatiotemporal framework for GNSS-based rainfall nowcasting with
2026
Han, Xiangyang, Wang, Xianwei, Wu, Jinhua, Wang, Yuli, Awange, Joseph, Zhang, Bo, Chan, Ting On
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
AIFS Single 1.1. 0: an update to ECMWF's machine-learned weather forecast model AIFS
2026
Moldovan, Gabriel, Pinnington, Ewan, Prieto Nemesio, Ana, Lang, Simon, Ben Bouallegue, Zied, Dramsch, Jesper, Alexe, Mihai, Santa Cruz, Mario, Hahner, Sara, Cook, Harrison, Theissen, Helen, Clare, Mariana, O'Brien, Cathal, Polster, Jan, Magnusson, Linus, Mertes, Gert, Pinault, Florian, Raoult, Baudouin, de Rosnay, Patricia, Forbes, Richard, Chantry, Matthew
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Transfer Learning for TransformerBased Drought Forecasting Across Diverse Precipitation Products in India
2026
Pathania, Ashish, Gupta, Vivek
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 , Air Temperature, Specific Humidity, Wind Speed , Snow Cover , Snow Depth , Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
From single storms to large-scale waves: a multi-year kilometer-scale global simulation
2026
Prein, Andreas F., Pothapakula, Praveen K., Zeman, Christian, Lalonde, Morgane, Rixen, Marius, Dipankar, Anurag, Leclair, Matthieu, Jocksch, Andreas
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Brightness Temperature
Geodetic evidence of water mass loss from global navigation satellite system measured land uplift in Turkiye
2026
Ansari, Kutubuddin, Kaykc, Emine Tanr
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 , Terrestrial Water Storage, Ground Water , Glacier Mass Balance/Ice Sheet Mass Balance
Global climate modeling with improved precipitation characteristics by
2026
Wang, Yiming, Zhang, Yi, Han, Yilun, Xue, Wei, Chen, Tianru, Zhou, Yihui, Li, Xiaohan, Chen, Haishan
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Height-Dependent Sensitivity of Cloud Scales to Surface Temperature Anomaly Observed by Active Satellites
2026
Zhang, Lijie, Li, Jiming, Cao, Zhenyu, Xu, Sihang, Xu, Qiudi, Jian, Bida, Wang, Yang, Wang, Yuan
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
High-resolution precipitation forecasts for Hurricane Helene improve landslide predictions
2026
Sutton, Jessica R. P., Stanley, Thomas
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Divergent regional trends in alpine tundra productivity linked to changes in snow-free season length and summer warming
2026
Moore, Miles A, Emery, Nancy C, Elmendorf, Sarah C
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 , Ground Water
Does convection in atmospheric rivers at genesis impact precipitation
2026
Naud, Catherine M., Luna-Nino, Rosa, Posselt, Derek J., Crespo, Juan A., Gershunov, A.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Double Low-Level Jets Over South China in the Warm Season: Diversity and Impacts
2026
Zhou, Chunling, Chen, Guixing, Du, Yu, Su, Lin
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Effects of Scale-Aware Convection Schemes on Typhoon Simulation across Varying Resolutions
2026
Liu, Yanjie, Wang, Xiaocong, Liu, Yimin, Miao, Hao, Zhao, Dajun, Huang, Wei, Zhu, Xuesong, Zhao, Yaxin
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
EMMA-Tracker v1. 0: a mesoscale convective system tracker and 27-year European observational climatology
2026
Kneidinger, David, Schaffer, Armin, Maraun, Douglas
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Enhanced extremes without intensification of South America's water cycle from 1980 to 2010
2026
Zarei, Mohanna, Destouni, Georgia
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
Enhancing Great Plains Nocturnal Precipitation and Low-Level Jets in AM4 With an Extended CLUBB Closure
2026
Gentile, Emanuele Silvio, Larson, Vincent E., Zhao, Ming, Zarzycki, Colin, Svensson, Gunilla, Donner, Leo
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Comprehensive Global Assessment of 24 Gridded Precipitation Datasets Across 18 428 Catchments Using Hydrological Modeling
2026
Abbas, Ather, Yang, Yuan, Pan, Ming, Tramblay, Yves, Shen, Chaopeng, Ji, Haoyu, Gebrechorkos, Solomon H., Pappenberger, Florian, Pyo, JongCheol, Feng, Dapeng, Huffman, George, Nguyen, Phu, Massari, Christian, Brocca, Luca, Tan, Jackson, Beck, Hylke E.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Decoupling between heavy precipitation expansion and population exposure in a warming world
2026
Zhou, Han, Huang, Jiejun, Zhang, Yue, Fan, Xingwang, Chen, Ximing, Sun, Yaqi, Zhou, Wen
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Total Surface Precipitation Rate
Development and preliminary validation of an EnKF-like image
2026
Bai, Xuesong, Lin, Zhaohui, Qin, Zhengkun, Li, Juan
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
Differential Effects of Soil Moisture and Air Temperature on Vegetation
2026
Si, Yajun, Yu, Junpo, Li, Geng, Carrera, Jesus, Jin, Jiming, Bai, Haihua
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 , Plant Phenology, Enhanced Vegetation Index (EVI)
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
Influence of surface conditions on the 04 July 2025 extreme storms in Central Texas
2026
Vizy, Edward K., Cook, Kerry H.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain