Initial Experiments with a Scalable Machine Learning Based Approach for Downscaling the MOD16A2 Evapotranspiration Product
2024
Jingar, Vatsal, Sahoo, Stitiprajna, S, Siddharth, Sharma, Dharmisha, Mehta, Shivani A, Seth, Aaditeshwar
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 , Latent Heat Flux
INVESTIGATING LIQUID SOURCES ON ARCTIC SEA ICE AND THEIR EFFECT IN
2024
Merkouriadi, Ioanna, Rinne, Eero, Sallila, Heidi
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
Investigating the Effect of Climate Change on Drought Propagation in the
2024
Ding, Xiaoyun, Yu, Yang, Yang, Meilin, Wang, Qian, Zhang, Lingyun, Guo, Zengkun, Zhang, Jing, Mailik, Ireneusz, Malgorzata, Wistuba, Yu, Ruide
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
Isotopic composition of convective rainfall in the inland tropics of Brazil
2024
dos Santos, Vinicius, Gastmans, Didier, Duran-Quesada, Ana Maria, Sanchez-Murillo, Ricardo, Rozanski, Kazimierz, Kracht, Oliver, de Assis Quintao, Demilson
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 , Heat Flux, Skin Temperature, Specific Humidity, 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
Irrigation in the North China plain regulates the diurnal cycle of precipitation and regional water cycle
2024
Song, Yuanyuan, Wei, Jiangfeng, Cheng, Haoqiu, Zan, Beilei
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
Is groundwater running out in the Western Cape, South Africa? Evaluating
2024
Nenweli, Ritshidze, Watson, Andrew, Brookfield, Andrea, Munch, Zahn, Chow, Reynold
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
Ionospheric and thermospheric effects of Hurricane Grace in 2021 observed by satellites
2024
Gann, Ayden L. S., Yigit, Erdal
Precipitation Rate , Water Vapor Flux, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, 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, Altitude, Geopotential Height, Ozone Profiles
MERRA-2 tavg3_3d_mst_Np: 3d,3-Hourly,Time-Averaged,Pressure-Level,Assimilation,Moist Processes Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T3NPMST) at GES DISC MERRA-2 inst3_3d_asm_Np: 3d,3-Hourly,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NPASM) at GES DISC
Investigation of 2020-2022 extreme floods and droughts in Sichuan
2024
Li, Xianpao, Zhong, Bo, Chen, Jianli, Li, Jiancheng, Wang, Haihong
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
Investigating the potential of remote sensing-based machine-learning algorithms to model Secchi-disk depth, total phosphorus, and chlorophyll-a in Lake Urmia
2024
Shamloo, Amirsepehr, Sima, Somayeh
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
Impacts of ambient air pollution exposure on child growth in East African countries
2024
Baharane, Valerien, Shatalov, Andrey Borisovich
Atmospheric Ozone, Sea Level Pressure, Surface Pressure, 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, Altitude, Geopotential Height, Ozone Profiles, 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 10) , PARTICULATE MATTER (PM 1.0) , Atmospheric Carbon Monoxide , Carbon Monoxide
MERRA-2 instM_3d_asm_Np: 3d,Monthly mean,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2IMNPASM) at GES DISC MERRA-2 tavgM_2d_aer_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXAER) at GES DISC MERRA-2 tavgM_2d_chm_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Carbon Monoxide and Ozone Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXCHM) at GES DISC
Increasing cross-border dust storm from Mongolia to China during 19872022
2024
Ma, Yihao, Mao, Rui, Shi, Cuicui, Feng, Xingya, Ma, Li, Song, Xingyu
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)
Influence of air temperature and interrelationship with greenhouse gases (CO2 and CH4) over Iraq using AIRS data
2024
Abed, Faten, Rajab, Jasim, Abdulfattah, Ibtihaj, Lim, Hwee San
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 , Absorption, Radiative Forcing, Atmospheric Carbon Dioxide
Influence of Atmospheric Rivers on Alaskan River Ice
2024
Limber, Russ, Massoud, Elias C., Guan, Bin, Hoffman, Forrest M., Kumar, Jitendra
Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Increasing Soil Water Drought in Response to Altered Precipitation Timing Across the Western United States
2024
Zhang, Fangyue, Biederman, Joel A., Schlaepfer, Daniel R., Bradford, John B., Reed, Sasha C., Smith, William K.
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Increasing spatial and temporal resolution in energy system optimisation model - The case of Kenya
2024
Moksnes, Nandi, Howells, Mark, Usher, William
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
Influence of Parameterization Changes on Arctic Low Cloud Properties and
2024
Taylor, Patrick C., Boeke, Robyn C., BodasSalcedo, Alejandro
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
Influence of SMAP soil moisture retrieval assimilation on runoff estimation across South Asia
2024
Ahmad, Jawairia A., Forman, Bart A., Getirana, Augusto, Kumar, Sujay V.
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 , Brightness Temperature, Surface Soil Moisture
Impacts of Greenland Ice Sheet on Blocking in Idealized Simulations
2024
Ding, Hairu, Dong, Li, Liu, Kaijun, Lin, Ting, Xie, Zhiang, Zhang, Bo, Wang, Xiaoxue
Geopotential Height, Altitude, Surface 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, Skin Temperature, Potential Vorticity, Vertical Profiles, Relative Humidity, Ozone Profiles
MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) at GES DISC MERRA-2 inst3_3d_asm_Np: 3d,3-Hourly,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NPASM) at GES DISC
Impacts of land-use change on biospheric carbon: an oriented benchmark using ORCHIDEE land surface model
2024
Dinh, Thi Lan Anh, Goll, Daniel, Ciais, Philippe, Lauerwald, Ronny
Vegetation Index , Evergreen Vegetation, Dominant Species, Deciduous Vegetation, Carbon , Biomass, Forests, Ecosystem Functions, Precipitation Amount, Cloud Frequency, Evaporation, Air Temperature, Solar Radiation , Longwave Radiation, Forest Management, Vegetation Species, Land Management , Soil Moisture/Water Content , Soil Texture, Terrain Elevation , Soil Classification
Improving physiological simulations in seasonally dry tropical forests with limited measurements
2024
e Silva, Iago Alvarenga, Rodriguez, Daniel Andres, Espindola, Rogerio Pinto
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 , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation
Improving River Routing Using a Differentiable Muskingum-Cunge Model and
2024
Bindas, Tadd, Tsai, WenPing, Liu, Jiangtao, Rahmani, Farshid, Feng, Dapeng, Bian, Yuchen, Lawson, Kathryn, Shen, Chaopeng
Land Use/Land Cover Classification , Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature
Improving global gross primary productivity estimation using two-leaf
2024
Li, Zhilong, Jiao, Ziti, Gao, Ge, Guo, Jing, Wang, Chenxia, Chen, Sizhe, Tan, Zheyou, Zhao, Wenyu
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, Geopotential Height, Altitude, Surface 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, 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) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
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 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 MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V061 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 MODIS/Terra Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006
Improved wind power assessments by bias adjusted reanalysed data with applications near Morocco's coast
2024
Zekeik, Younes, OrtizBevia, Maria J., Alvarez-Garcia, Francisco J., Haddi, Ali, El Mourabit, Youness, Alrubaye, Ali
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
Improvement of drought assessment capability based on optimal weighting methods and a new threshold classification scheme
2024
Cai, Siyang, Zuo, Depeng, Wang, Huixiao, Han, Yuna, Xu, Zongxue, Wang, Guoqing, Yang, Hong
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
Improving the estimation of atmospheric water vapor pressure using interpretable long short-term memory networks
2024
Gao, B., Coon, E.T., Thornton, P.E., Lu, D.
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation