Synergizing Machine Learning and Hydrological Model to Enhance Water Availability and Demand Forecasting in Godawari, Nepal
2026
Agaasti, Mukunda Prasad, Shrestha, Sahil, Regmi, Ram Krishna, Poudel, Govinda Prasad, Karki, Bhesh Kumar, Paudel, Shukra Raj
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
Soybean yield estimation in the Brazilian Midwest using Sentinel-2 imagery
2026
de Carvalho Pereira, Ester, Pereira dos Santos, Geovani, Chaves, Michel E. D., Salgado, Gabriela Cristina, Poppiel, Raul Roberto, Kaster, Daniel S., Yuan, Wenping, Junqueira, Cynthia, Chinatto, Adilson, dos Santos Luciano, Ana Claudia
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity
Response of Vegetation Phenology to Hydrothermal Variables on the QTP Using EVI and MSAVI
2026
Zhao, Zhijian, Lin, Hui, Wang, Li, Huang, Min, Wu, Lei, Tang, Linling, Yang, Tao, Xiao, Xin
Albedo , Anisotropy, Evapotranspiration , Latent Heat Flux, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Reflectance
Remote sensing of urban heat dynamics and the cooling effect of urban green spaces in Ethiopian cities
2026
Moges, Desalew Meseret, Mattisson, Kristoffer, Malmqvist, Ebba, Olsson, Per-Ola
Land Surface Temperature , Emissivity, Reflectance
Revisiting the Urban Heat and Pollution Islands over the Kolkata Metropolitan Area, India
2026
Pandey, Pragya, Tyagi, Bhishma, Kumar, Pradeep, Sahu, Saroj Kumar, Sharma, Kuldeep
Land Use/Land Cover Classification , Albedo , Anisotropy, Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Site Suitability Assessment of Native Tree Species in Angat Watershed using GIS-based Multi-Criteria Decision-Making
2026
Onte, Cheryl Jo M., Uminga, Irish Jeill N., Sta. Ana, Justin Bryan M., Manago, Carlo Angelo R., Claridades, Alexis Richard C.
Emissivity, Land Surface Temperature
The newly developed Multi-ensemble Biomass-burning Emissions Inventory (MBEI): characterizing and unraveling spatiotemporal uncertainty in global ...
2026
Liu, Xinlu, Sun, Zhongyi, Shi, Chong, Wang, Peng, Nie, Tangzhe, Chu, Qingnan, Shang, Huazhe, Sun, Lu, Ji, Dabin, Guo, Meng, Yi, Kunpeng, Tan, Zhenghong, Wu, Lan, Lu, Xinchun, Yin, Shuai
Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
The Influence of Tropopause Temperature Biases on Climate Model
2026
Mahoney, Aidan D., Soden, Brian J., Zhang, Bosong, Vecchi, Gabriel
Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Vertical Profiles, Air Temperature, Specific Humidity, U/V Wind Components, U/V Wind Components, Ozone Profiles, Surface Temperature , Skin Temperature, Atmospheric Winds , Surface Winds , Atmospheric Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Oxygen Compounds, Altitude, Boundary Layer Winds
The interaction between vegetation greenness and hydro-climatic factors in China
2026
Xu, Yuyue, Liao, Jiangling, Liu, Qing, Li, Yuchen, Pi, Junzheng, Ke, Chang-Qing, Chen, Jianli, Pan, Hang, Wang, Lixin, He, Liyin, Yao, Ling, Zhou, Chenghu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), 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
The ISIMIP groundwater sector: a framework for ensemble modeling of global change impacts on groundwater
2026
Reinecke, Robert, Akhter, Tanjila, Bathge, Annemarie, Dietrich, Ricarda, Gnann, Sebastian, Gosling, Simon N., Grogan, Danielle, Hartmann, Andreas, Kollet, Stefan, Kumar, Rohini, Lammers, Richard, Liu, Sida, Liu, Yan, Moosdorf, Nils, Naz, Bibi, Nazari, Sara, Orazulike, Chibuike, Pokhrel, Yadu, Schewe, Jacob, Smilovic, Mikhail, Strokal, Maryna, Thiery, Wim, Wada, Yoshihide, Zuidema, Shan, de Graaf, Inge
Glacier Ablation, Glacier Accumulation, Glacier Area, Glacier Mass, Glacier Melt, Glacier Refreeze, Glacier Runoff , 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
The trend and interannual variability in the global terrestrial
2026
Chen, Huiling, Zhang, Kun, Zhu, Gaofeng, Fan, Lei, Li, Xin, Wang, Yunquan, Wang, Xufeng, Shang, Shasha, Jia, Jia, Zhu, Yongtai, Xiao, Jingfeng
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
Uncovering open biomass burning practices in East Africa (2013-2022)
2026
Tesfaldet, Yacob T., Ndeh, Nji T., Idris, Imad A., Solomon, Mulugheta T.
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Urban Computed Analysis of Asymmetric Warming and Thermal Stress in Bengaluru
2026
Kumar, R Ashok, Harshitha, D S, Dhanush, S, Praiwal, V
Land Surface Temperature , Emissivity
The Predictive Power of Combining Chemical and Dynamical Variables for
2026
Strode, Sarah, Duncan, Bryan, Anderson, Daniel, Oman, Luke D., Orbe, Clara, Deushi, Makoto, Jockel, Patrick, Manyin, Michael
Tropopause, Surface Pressure, 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, Humidity , Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Nitrogen Dioxide
Tree size-dependent effects of tree diversity on aboveground biomass during development in subtropical coniferous forests
2026
Zhu, Yu, Wang, Chen, Wang, Jiajia, Li, Quanlin, Zhu, Liangjun, Zhao, Meifang, Gao, Fei, Wang, Zhao, Liu, Shuguang
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, 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, Sea Surface Skin Temperature, Heat Flux, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, 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 , Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
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 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) at GES DISC MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) at GES DISC 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
Trend shifts and hydroclimatic drivers of Caspian Sea Level (20032024) revealed by GRACE and multi-source observations
2026
Wang, Mengxuan, Vigo, M. Isabel, Garcia-Garcia, David, Vargas-Alemany, Juan Adrian
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
The subseasonal evolution of Indian rainfall dipole and its local impact in recent decades
2026
Sarat, C., Venugopal, V., Muddu, Sekhar
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
Three-Decade Dust Climatology and Trend (1988-2022) From Ground
2026
Shu, Chang, Tong, Daniel
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evaporation, Surface Winds , Convection, Rain, Land Surface Temperature , Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice , Precipitation , Specific Humidity, Ice Fraction, Skin Temperature, Sea Surface Skin Temperature, Skin Temperature
The response and coupling coordination of soil moisture to vegetation in the Yellow Rivers primary tributaries: a multi-source data analysis of the Wanchuan River Basin
2026
Liu, Xingyu, Li, Xiaodan, Zhang, Xiaoning, Yang, Jiali, Li, Zizhen, Zhang, Haichao, Liu, Xuelu
Land Surface Temperature , Emissivity
The influence of geological factors on fire vulnerability in Northwestern Russia's boreal region
2026
Krutskikh, N., Kosinova, I.
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Decadal precipitation variability and atmospheric brown cloud effects: a multi-platform assessment over the Indian subcontinent
2026
Jangid, Manish, Dass, Avinash
Total Surface Precipitation Rate, 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
TRMM (TMPA) Rainfall Estimate L3 3 hour 0.25 degree x 0.25 degree V7 (TRMM_3B42) at GES DISC 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) at GES DISC 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) at GES DISC
Emerging low-cloud feedback and adjustment in global satellite observations
2026
Ceppi, Paulo, Wilson Kemsley, Sarah, Andersen, Hendrik, Andrews, Timothy, Kramer, Ryan J., Nowack, Peer, Wall, Casey J., Zelinka, Mark D.
Surface Temperature , Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Relative Humidity, Geopotential Height, Ozone Profiles
European summer precipitation
2026
Steensen, Birthe Marie, Myhre, Gunnar, Byrom, Rachael, Gjermundsen, Ada, Jouan, Caroline, Stjern, Camilla Weum
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
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) at GES DISC 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) at GES DISC 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) at GES DISC
Estimation of Anthropogenic Methane Emissions for Some Regions of Siberia Based on the ECCAD Service and Correlation of Service Data with Ground-Based ...
2026
Rodionova, N. V.
Tropopause, Surface Pressure, 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, Humidity , Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone