Application of machine learning to improve reanalysis soil temperatures
2026
Herrington, Tyler C., Erler, Andre R., Fletcher, Christopher G.
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
Cause-effect discovery in hydrometeorological systems: evaluation of causal discovery methods
2026
Yadav, Vivek Kumar, Peel, Murray C., Fowler, Keirnan, Ryu, Dongryeol, Vishwakarma, Bramha Dutt
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
Cloud-Rain Vertical Inconsistency Increases IMERG Precipitation Uncertainty
2026
Zhang, Haoqian, Zhang, Aoqi, Chen, Yilun
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
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
Assessment of soiling prediction strategies to improve the accuracy of
2026
Vargas-Palomo, Joaquin, Biencinto, Mario, Gonzalez, Lourdes, Munoz-Anton, Javier, Alonso-Pardo, Laura C.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Atmospheric River linkage in cloudburst event over Ramban, Jammu and
2026
Sarkar, Debojit, Kesarkar, Amit, Bhate, Jyoti
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Brightness Temperature
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)
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
A theoretical index for understanding distinct land relative humidity trends in observations, reanalyses, and models
2026
Zhou, Wenyu, Leung, L. Ruby, Harrop, Bryce E., Chen, Ziming, Chang, Chuan-Chieh
Precipitation , Rain , Precipitation Amount, Precipitation Rate , Snow
A Holistic Assessment of Climate Change, Land Use, and Water Governance Through Complex Water Systems
2026
Quaggio, Carolina Stager, Santarosa, Lucas Vituri, Moffatt, Philip, Sacchi, Marcelo Donadelli, Valdambrini, Bruno, Soares, Amanda Rodrigues, Boll, Jan, Gastmans, Didier
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 , Total Runoff
Disentangling key cloud properties for precipitation retrievals from geostationary satellite data using machine learning
2026
Choi, Hwayon, Choi, Yong-Sang, Ho, Chang-Hoi, Kim, Jinwon
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Deriving groundwater storage anomalies based on GRACE data and drought prediction using deep learning
2026
Tian, Yunna, Hao, LangLang, Zhang, Qi, Yuan, Hui, Zhu, YongHua
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
Climatology and trends in spatial scales of extreme precipitation over land in the contiguous US
2026
Chatterjee, Trinish, Touma, Danielle, Sobel, Adam, Horton, R. M.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Assessment of the near surface air pollution, sources, and their potential at a tropical urban location Hyderabad, India
2026
Jayachandran, Venugopalan Nair, Rao, Thota Narayana
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Applying an Interpretable Deep Learning Model to Identify Wildfire-Prone Areas in Southwest China
2026
Ma, Chenyu, Yang, Siquan, Cui, Jing, Li, Qiang, Yao, Qichao, Zhang, De, Guo, Jiachang, Wang, Xinqian, Qu, Chong
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
An observational study of the modulation of the diurnal variations by the intraseasonal oscillations of the Indian summer monsoon
2026
Misra, Vasubandhu, Jayasankar, C. B.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Analysis of the impact of hydroclimatic change on baseflow across dry and wet seasons in an inland river basin of northwest China
2026
Song, Mengwei, Liu, Hailong, Wu, Quanlong, Sun, Chang, Shaimuradov, Firdavs, Gulakhmadov, Aminjon
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
Heterogeneity of rainfall and associated convection in monsoon depressions over the Indian land region from long-term datasets
2026
Goswami, Nikita, Pattnaik, Sandeep
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Extreme Hydrological Events and Land Cover Impacts on Water Resources in Haiti: Remote Sensing and Modeling Tools Can Improve Adaptation Planning
2026
Joseph, Jeldane, Chatterjee, Suranjana, Molnar, Joseph J., ODonnell, Frances
Total Surface Precipitation Rate, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Global Teleconnections of Extreme Rainfall Events in the Yellow River Basin
2026
Cai, Lin, Yuan, Naiming, Boers, Niklas, Kurths, Juergen
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
From grid to ground: how well do gridded products represent soil moisture dynamics in natural ecosystems during precipitation events?
2026
Nunez-Ibarra, Daniel A., Zambrano-Bigiarini, Mauricio, Galleguillos, Mauricio
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
Fusing ERA5-Land and SMAP L4 for an improved global soil moisture product (19502025)
2026
Wang, Wenhong, Feng, Shiao, Zhang, Yonggen, Wei, Zhongwang, Dong, Jianzhi, Weihermuller, Lutz, Liu, Cong-Qiang, Vereecken, Harry
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