Investigating the Dharali disaster in Uttarakhand, India on August 5, 2025: perspectives from multiple Earth observation datasets
2026
Chowdhury, Arnab, Kundal, Sahil, Behera, Indrakant, Kumar, Krishan, Sharma, Pavan, Bhardwaj, Alok
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Implementing a dynamic root distribution scheme responsive to soil environment into NoahMPCrop: Improving simulations of soil water, crop growth, and energy ...
2026
Meng, Huimin, Zhan, Chesheng, Hu, Shi, Li, Zhonghe, Lin, Zhonghui
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
Integrated Spatio-Hydrological Modeling for Hydro-Power Management in North East India
2026
Kurbah, Shanbor, Barman, Diganta, Arjun, B. M., Das, Ranjit
Total Surface Precipitation Rate, Cloud Liquid Water/Ice, Precipitation Amount, Precipitation Rate
Introducing regularization constraints into combination of GRACE monthly terrestrial water storage changes
2026
You, Wei, Qian, Ke, Ran, Jiangjun, Ditmar, Pavel
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
Improvement of Google Earth Engine-Based Multi-satellite Rainfall Estimation using Rain Gauge Data in South Sulawesi
2026
Ismail, Prayoga, Jatmiko, Retnadi Heru, Farda, Nur Mohammad, Munandar, Muhammad Arif
Total Surface Precipitation Rate, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Ozone mitigates extended growing season and enhanced vegetation greenness driven by environmental change
2026
Yin, Hao, Meng, Lin, Richardson, Andrew D., Martin, Maria Val, Mao, Jiafu, Li, Huidong, Gilligan, Jonathan M., Bhattarai, Hemraj, Tai, Amos P. K.
Tropospheric Ozone, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Upper Air Temperature, Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Cloud Fraction, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Precipitation Rate , Emissivity, Skin Temperature, Sea Surface Temperature
Neural general circulation models for modeling precipitation
2026
Yuval, Janni, Langmore, Ian, Kochkov, Dmitrii, Hoyer, Stephan
Tropospheric Ozone, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Upper Air Temperature, Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Cloud Fraction, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Precipitation Rate , Emissivity, Skin Temperature, Sea Surface Temperature
Observationinformed machine learning convective scheme: A new training strategy
2026
Huang, Junjie, Li, Lijuan, Liao, Wenhan, Wang, Bin, Pu, Ye, Xie, Feng, Hua, Liansheng, Liu, Gaoping
Droplet Size, Precipitation Rate , Radar Reflectivity
Ojos del Salado: how active is this sleeping giant?
2026
Murray-Bergquist, L, Thorwart, M, Garcia, A, Ulloa, C, Van Ginkel, J, Van Huisstede, L I, Beniest, A
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
Development of Machine Learning Models for Prediction of PM 2.5 Concentration Based on MERRA 2 Reanalysis ...
2026
Kaur, Parminder, Pande, Chaitanya B., Pipal, Atar Singh
Air Temperature, Precipitation Rate , 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles, Surface Temperature , Skin Temperature, Atmospheric Winds , Surface Winds , Atmospheric Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds
MERRA-2 statD_2d_slv_Nx: 2d,Daily,Aggregated Statistics,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2SDNXSLV) MERRA-2 inst3_3d_asm_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NVASM) 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)
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
MaddenJulian Oscillation and atmospheric rivers: New insights on water source and transport for extreme rainfall over the Western US
2026
Small, Chad A., Chen, Shuyi S., Kerns, Brandon W.
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
Assessing the relationship between atmospheric aerosols and maximum surface air temperature over the Indian region
2026
Sarin, T. S., Vinoj, V.
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) , 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, Skin Temperature, Sea Surface Skin Temperature, Air Temperature, Precipitation Rate , 24 Hour Maximum Temperature, 24 Hour Minimum Temperature
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) 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) MERRA-2 statD_2d_slv_Nx: 2d,Daily,Aggregated Statistics,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2SDNXSLV)
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
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
Vorticity budget analysis of a mesoscale convective vortex during the July 2022 flash flood in Northern Tehran
2026
Pegahfar, Nafiseh, Gharaylou, Maryam, Alizadeh, Omid
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Water availability shapes temporal patterns of extrafloral nectar secretion and ant visitation to a Neotropical legume
2026
Melati, B., Souza, C., Nogueira, A., Leal, L. 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 , Tropopause, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Skin Temperature, Carbon Monoxide , Geopotential Height, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Skin Temperature, Specific Humidity, 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
Snow or rain? hybrid AI deciphers surface precipitation phase from satellite observations
2026
Yang, Chunlei, Li, Haoran, Zhu, Runzhe, Wang, Yan, Zhang, Feng, Gu, Mingjian, Jiang, Geng-Ming, Zhang, Renhe, Tang, Xu
Atmospheric Water Vapor, Precipitation , Radar, Precipitation Amount, Precipitation Rate , Snow, Rain
Seasonal NDVI Shifts: Assessing Vegetation Responses to Hydro-Climatic Changes across Diverse Agro-Climatic Zones of India
2026
Samykannu, Venkadesh, Goroshi, Sheshakumar, Palanisamy, Ramaraj, Pai, D.S., Mohapatra, Mrutyunjay
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
Short-term SAR change detection for soil moisture retrieval: A case study over Danish test sites.
2026
Negre Dou, Miquel, Merryman Boncori, John Peter
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
Spatiotemporal dynamics and attribution of meteorological-hydrological drought propagation in the central section of the northern Tianshan Mountains
2026
Zhou, Lei, Chen, Fulong, He, Chaofei, Wu, Fan, Zhang, Run
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
Applications of the World Wide Lightning Location Network (WWLLN) Thunder Hour Climatology
2026
Virts, Katrina S., Holzworth, Robert H., McCarthy, Michael P.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Lightning , Thunder Hour