Applicability of a Sine-Random Forest Hybrid Method for meteorological
2025
Zhang, Siyao, Li, Jianzhu, Zhang, Ting, Tian, Jiyang, Feng, Ping
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , 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, Longwave Radiation, Shortwave Radiation, 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) , Surface Pressure, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Snow, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification
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 GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_3H) at GES DISC MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V006 GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_3H) at GES DISC
Applying global NASA data to local planning for extreme heat in Prince George's County, Maryland
2025
Schollaert Uz, Stephanie, Stover, Katharine C., Smith, Samantha L., Collier, Debra M., Riley, Jacob, Hoban, Evelyn H.
Land Surface Temperature , Emissivity
Asian Drylands EcoHealth Progress For Land Degradation Neutrality
2025
Kayumba, Patient Mindje, Chen, Yaning, Mindje, Mapendo, Ali, Sikandar, Mindje, Richard, DeFreese, Michelle, Nyirambangutse, Brigitte, Hu, Yanan
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Area of land degradation in arid regions from 2000 to 2023
2025
KIMURA, Reiji, MORIYAMA, Masao
Land Use/Land Cover Classification , Reflectance , Emissivity, Land Surface Temperature
Analyses of MODIS land cover/use and wildfires in Italian regions since 2001
2025
Ghaderpour, Ebrahim, Bozzano, Francesca, Scarascia Mugnozza, Gabriele, Mazzanti, Paolo
Precipitation , Rain , Precipitation Amount, Precipitation Rate , Snow, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Analysing historical events and current management strategies of wildfires in Norway
2025
Rafaqat, Warda, Sanchez, Pedro, Botnen, Dag, Fernandez-Anez, Nieves
Land Surface Temperature , Emissivity
Analysing the Ability of Green Spaces to Mitigate the Effects of Urban Heat Islands
2025
Kupach, T., Demianenko, S., Haidai, S., Olishevska, Y.
Land Surface Temperature , Emissivity
Advancing stream temperature prediction with a generalizable large-sample framework across CONUS river reaches
2025
Bakar Siddik, Md Abu, Turner, Sean, Gomez-Velez, Jesus, Tanim, Ahad, Kao, Shih-Chieh
Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature
Analysis of the first rain after a prolonged drought in southern Brazil using TXRF
2025
Birelo, Leticia Martins, de Franca, Aline Mariani, Lopes, Joao Marcos Favaro, Andrello, Avacir Casanova, Jussiani, Eduardo Inocente
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Anomalous vertical structure of tropospheric ozone due to stratospheric intrusions and convective transport
2025
Chen, Zhixiong, Liu, Jane, Qie, Xiushu, Bian, Jianchun, Jiang, Rubin, Li, Dan, Bai, Zhixuan, Zhang, Hongbo, Sun, Zhuling, Zhang, Jinqiang, Xiao, Xian, Yang, Mengmiao, Shu, Lei, Cheng, Xugeng
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, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles, Carbon Monoxide , Tropopause, Methane, Outgoing Longwave Radiation, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature
Analyzing the dihedral scattering component of P-band SAR signals for trunk permittivity estimation a concept study
2025
Fluhrer, Anke, Alemohammad, Hamed, Jagdhuber, Thomas
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Latent Heat Flux
AI-Based Downscaling of MODIS LST Using SRDA-Net Model for High-Resolution Data Generation
2025
Ma, Hongxia, Mao, Kebiao, Yuan, Zijin, Xu, Longhao, Shi, Jiancheng, Guo, Zhonghua, Qin, Zhihao
Reflectance , Land Surface Temperature , Emissivity, Albedo , Anisotropy, Land Use/Land Cover Classification
Air Conditioning in Nursing Homes and Mortality During Extreme Heat
2025
Katz, Gabrielle M., Brown, Kevin A., Giannakeas, Vasily, Stall, Nathan M.
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature
A Visibility-Based Historical PM2. 5 Estimation for Four Decades (19812022) Using Machine Learning in Thailand: Trends, Meteorological Normalization, and ...
2025
Aman, Nishit, Panyametheekul, Sirima, Pawarmart, Ittipol, Sudhibrabha, Sumridh, Manomaiphiboon, Kasemsan
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) , Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , 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, 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, Geopotential Height, Altitude, Surface Temperature , Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone
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_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_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_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
Abiotic Factors and Plant Communities Shape the Distribution of Soil Pathogenic Oomycetes in Chinese Grasslands
2025
Ke, Junsheng, Zhu, Chen, Jiang, Peixi, Zhang, Peng, Hu, Kui, Dang, Yilin, Xiao, Yao, Liu, Mu, Liu, Huiying, Liu, Xiang, Friman, VillePetri
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
Algorithm for using satellite imagery to identify promising areas for introduction of heat-loving agricultural crops: A case study of Novgorod Region
2025
Gornyy, V.I., Balun, O.V., Kiselev, A.V., Smirnov, I.A., Tronin, A.A., Shkodina, E.P.
Land Surface Temperature , Emissivity
Amplified urban heat island effect in southern china's old towns
2025
Zou, Junxiao, Chen, Hans W., Li, Haodong, Wang, Qiao, Wang, Guoqiang, Jia, Kun, Chen, Ziyue, Zhao, Chuanfeng, Shi, Wenzhong, Yang, Yinshan, Tang, Yahui, Chen, Jiayi, Zhang, Yue, Xu, Tianshu, Wang, Yaying, Liu, Guanglu, Yan, Xing
Land Surface Temperature , Emissivity
Air Quality and Executive Compensation: Evidence from a Spatial Discontinuity in China
2025
Zhang, Kaixia, Bu, Caiqi, Li, Weibing
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
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 Three-Stage Optimal Energy Management Strategy for Co-Phase Power Supply Systems with Integration of Renewable Energy
2025
Gao, Shengfu, Li, Qunzhan, Ding, Juxia, Liu, Wei, Xu, Qian, Li, Songyuan
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, 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 , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , 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_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
A Study of NOAA-20 VIIRS Band M1 (0.41 m) Striping over Clear-Sky Ocean.
2025
Wang, Wenhui, Cao, Changyong, Blonski, Slawomir, Shao, Xi
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
Accelerated disappearance of desert oases: The impact of climate warming
2025
Li, Dinghao, Wang, Zhi, Li, Hao, Liu, Yulong, Zhakypbek, Yryszhan, Tursbekov, Serik, Wan, Yanbo, Shi, Qingdong
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity
A Novel Standardized Optimal Synthesized Drought Index (SOSDI) for agro-drought monitoring using multi-source remote sensing data
2025
Feng, Shouming, Zhao, Shuhe, Huang, Xinyi, Guo, Xinya, Fan, Jinlong, Zhang, Zhenke
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A novel technique for nowcasting extreme rainfall events using early microphysical signatures of cloud development
2025
Nizar, Sinan, Thomas, Jobin, Jainet, P.J., Sudheer, K.P.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , 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
Accounting for exact vegetation index recording date to enhance evaluation of time-lagged and accumulated climatic effects on global vegetation greenness
2025
Zhang, Lan, Hu, Xiangping, Cherubini, Francesco
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity