N: 90 S: -90 E: 180 W: -180
Description
M2TMNXFLX (or tavgM_2d_flx_Nx) is a time-averaged 2-dimensional monthly mean data collection in Modern-Era Retrospective analysis for Research and Applications version 2 (MERRA-2). This collection consists of assimilated surface flux diagnostics, such as total precipitation, bias corrected total precipitation, surface air temperature, surface specific humidity, surface wind speed, and evaporation from turbulence. The “surface” in this data collection is the model surface layer. The heights of the model surface layer (HLML) vary with time and location, with the value of ~60 meter above ground. The collection also includes variance of certain parameters.
MERRA-2 is the latest version of global atmospheric reanalysis for the satellite era produced by NASA Global Modeling and Assimilation Office (GMAO) using the Goddard Earth Observing System Model (GEOS) version 5.12.4. The dataset covers the period of 1980-present with the latency of ~3 weeks after the end of a month.
Data Reprocessing: Please check “Records of MERRA-2 Data Reprocessing and Service Changes” linked from the “Documentation” tab on this page. Note that a reprocessed data filename is different from the original file.
MERRA-2 Mailing List: Sign up to receive information on reprocessing of data, changing of tools and services, as well as data announcements from GMAO. Contact the GES DISC Help Desk (gsfc-dl-help-disc@mail.nasa.gov) to be added to the list.
Questions: If you have a question, please read "MERRA-2 File Specification Document", “MERRA-2 Data Access – Quick Start Guide”, and FAQs linked from the ”Documentation” tab on this page. If that does not answer your question, you may post your question to the NASA Earthdata Forum (forum.earthdata.nasa.gov) or email the GES DISC Help Desk (gsfc-dl-help-disc@mail.nasa.gov).
Product Summary
Citation
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READ-ME
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GENERAL DOCUMENTATION
IMPORTANT NOTICE
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Impact of InterBasin Interactions on ENSOAssociated Hadley Circulation Adjustments | Miao, Yujie, Lian, Tao, Wang, Ya, Yu, Yueyue, Hou, Yurong, Wang, Weiqi, Li, Yadi, Tao, Weichen, Li, Xichen | 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 Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Relative Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles | |
| An assessment of regional variations in cloud characteristics using machine learning models: a case study over north-western and north-eastern regions of India | Mevada, Niyati, Srivastava, Rohit, Shah, Ruchita, Sharma, Som | 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 | |
| Bulk radiativeconvective equilibrium is common over midlatitude land | Matthews, Aidan, McColl, Kaighin A., Kuang, Zhiming | 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 | |
| Bayesian Model Averaging Method for Merging Multiple Precipitation Products over the Arid Region of Northwest China | Yang, Yong, Chen, Rensheng, Lu, Xinyu, Mao, Weiyi, Liu, Zhangwen, Wang, Xueliang | 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, Air Temperature, Specific Humidity, Wind Speed, Snow Cover, Snow Depth, Skin Temperature, Water Vapor, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Precipitation, Precipitation Amount, Total Surface Precipitation Rate | |
| The Impact of NO2 and SO2 Pollutants on Respiratory Diseases: A Case Study of Indonesia | Asadelia Rafmawan, Reizka | 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, 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) | |
| Coastal nutrient retrieval using multi-dimensional synergistic MSI/OLCI data with a group-specific feature fusion neural network | Huang, Kai, Fan, Jianchao, Ma, Yujuan | 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 | |
| Physical Dynamics of the Lake: Is It Dying? | Awange, Joseph L. | 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 | |
| Eddy and WindDriven Circulation in the Enclosed Basins of the Norwegian Sea Evaluated Using a Model and Absolute Geostrophic Flow From Argo | Johnston, T. M. Shaun, Sjur, Anna Lina P., Isachsen, Pal Erik, LaCasce, J. H. | 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 | |
| Measurement of the global surface reflectance at 1572 nm using spaceborne aerosol and carbon dioxide detection lidar | Chen, Cheng, Fan, Chuncan, Wu, Zitong, Xie, Yuan, Hu, Jianbo, Yang, Juxin, Zhu, Xiaopeng, Liu, Jiqiao, Chen, Weibiao | 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 | |
| A global aerosol model based on the analysis of 30-year ground measurements from AERONET (AEROEX model): Implications for satellite-derived aerosol retrievals | Mishra, Manoj K., Shameela, S.F., Kuttippurath, Jayanarayanan, Rathore, Pradyuman S. | 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), 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 | |
| Variability and Influencing Factors of the Convective Boundary Layer Height Over the Tibetan Plateau: Y. Dai et al. | Dai, Yao, Huang, Qian, Wang, Zijun, Guo, Kun, Liao, Huiren, Wang, Mengyuan | 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 | |
| Assessment of Quantum ML Applicability for Climate Actions: Comparison of the Variational Quantum Classifier and the Quantum Support Vector Classifier with Classical ML Models | Munasinghe, Thilanka, Lai, Phung, Wei, Jennifer, Hendler, James, Cornell, Kimberly A. | 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) | |
| Spatio-Temporal Comparative Study of Aerosol Optical Depth, Aerosol Index, and Planetary Boundary Layer Height During and After COVID-19 Lockdown Over ... | Saini, Divyanshu, Lataye, Dilip H. | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, 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 | |
| Formaldehyde Pollution in Ahvaz, Iran: Spatiotemporal Trends and Health Risks | Faezeh Borhani, Mohammad Hashemzadeh, Samira Andam, Seyed Mohsen Mousavi | 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, Tropopause, Surface Pressure, Upper Air Temperature, Total Precipitable Water, 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, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evapotranspiration, Surface Winds, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Altitude, Dew Point Temperature, Atmospheric Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Sea Level Pressure, Atmospheric Water Vapor, Oxygen Compounds, Boundary Layer Winds | |
| the SESaME Human-Earth atlas | Faisal, Abdullah Al, Kaye, Maxwell, Ahmed, Maimoonah, Galbraith, Eric D. | 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, AEROSOL ABSORPTION, UV Aerosol Index, Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Biomass, Forests, Grasslands, Alpine/Tundra | |
| Connecting Global Modes of Variability to Climate in High Mountain Asia | Massoud, Elias C., Lim, Young-Kwon, Andrews, Lauren C., Girotto, Manuela | 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, 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, 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) | |
| Contamination of Fusarium spp. and mycotoxins at different ear physiological stages of maize in Argentina | Arata, Agustin F., Martinez, Mauro, Pesquero, Natalia V., Cristos, Diego, Dinolfo, Maria I. | 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, Precipitation, Precipitation Amount, Snow, Rain | |
| Impact of Fusarium spp. on different maize commercial hybrids: disease evaluation and mycotoxin contamination | Arata, Agustin F., Martinez, Mauro, Castellari, Claudia, Cristos, Diego, Pesquero, Natalia V., Dinolfo, Maria I. | 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 Carbon Monoxide, Carbon Monoxide, Atmospheric Ozone, Precipitation, Precipitation Amount, Snow, Rain | |
| Analysis of gap filling techniques for GRACE/GRACE-FO terrestrial water storage anomalies in Canada | Bringeland, Stephanie, Fotopoulos, Georgia | 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, Albedo, Snow Depth, Snow Depth, Glacier Runoff, Glacier Runoff, Snow Cover, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Precipitation, Atmospheric Ozone | |
| Assessment of atmospheric and surface energy budgets using observation-based data products | Mayer, Michael, Kato, Seiji, Bosilovich, Michael, Bechtold, Peter, Mayer, Johannes, Schroder, Marc, Behrangi, Ali, Wild, Martin, Kobayashi, Shinya, Li, Zhujun, LEcuyer, Tristan | 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, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Precipitation, Atmospheric Ozone | |
| Spatio-temporal variability of algal bloom in the Caspian Sea | Lavrova, Olga Yu., Kostianoy, Andrey G., Bocharova, Tatiana Yu., Strochkov, Alexey Ya. | Surface Pressure, Air Temperature, Specific Humidity, Surface Winds, Wind Speed, Geopotential Height, Heat Flux, Skin Temperature, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction | |
| Revegetation impacts on moisture recycling and precipitation trends in the Chinese Loess Plateau | Cao, Mingzhu, Wang, Weiguang, Wei, Jia, Forzieri, Giovanni, Fetzer, Ingo, WangErlandsson, Lan | 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 Carbon Monoxide, Carbon Monoxide, Atmospheric Ozone, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification | |
| The composite drought index incorporated solar-induced chlorophyll fluorescence enhances the monitoring capability of short-term drought | Ren, Hangxing, Du, Lin, Peng, Chuanjing, Yang, Jian, Gao, Wei | 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, Geopotential Height, Atmospheric Ozone, Pressure Thickness, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, U/V Wind Components, Ozone Profiles, 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), Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature | |
| Trend Analysis for Different Types of Aerosols in Conjugation with Temperatures for the Indian Region During the Post-monsoon Season (19802019) | Yadav, Harsh, Mehta, Manu, Jain, Shruti, Singh, Sandhya, Bhandari, Srishti, Nihalani, Seema | 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), 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, Surface Temperature, Skin Temperature, Upper Air Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds | |
| Effects of particulate matter (PM2. 5) concentration and components on mortality in chronic kidney disease patients: a nationwide spatialtemporal analysis | Leonetti, Alessia, Peansukwech, Udomlack, Charnnarong, Jain, Chaon, Ubon, Suttiprapa, Sutas, Anutrakulchai, Sirirat | 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 |
Variables
The table below lists the variables contained within a single granule for this dataset. Variables often contain observed or derived geophysical measurements collected from a variety of sources, including remote sensing instruments on satellite and airborne platforms, field campaigns, in situ measurements, and model outputs. The terms variable, parameter, scientific data set, layer, and band have been used across NASA’s Earth science disciplines; however, variable is the designated nomenclature in NASA’s Common Metadata Repository (CMR). Variable metadata attributes such as Name, Description, Units, Data Type, Fill Value, Valid Range, and Scale Factor allow users to efficiently process and analyze the data. The full range of attributes may not be applicable to all variables. Additional information on variable attributes is typically available in the data, user guide, and/or other product documentation.
For questions on a specific variable, please use the Earthdata Forum.
| Name Sort descending | Description | Units | Data Type | Fill Value | Valid Range | Scale Factor | Offset |
|---|---|---|---|---|---|---|---|
| BSTAR | BSTAR | m s-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| CDH | CDH | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| CDM | CDM | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| CDQ | CDQ | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| CN | CN | 1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DISPH | DISPH | m | float32 | 999999986991104 | N/A | N/A | N/A |
| EFLUX | EFLUX | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| EVAP | EVAP | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| FRCAN | FRCAN | 1 | float32 | 999999986991104 | N/A | N/A | N/A |
| FRCCN | FRCCN | 1 | float32 | 999999986991104 | N/A | N/A | N/A |
| FRCLS | FRCLS | 1 | float32 | 999999986991104 | N/A | N/A | N/A |
| FRSEAICE | FRSEAICE | 1 | float32 | 999999986991104 | N/A | N/A | N/A |
| GHTSKIN | GHTSKIN | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| HFLUX | HFLUX | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| HLML | HLML | m | float32 | 999999986991104 | N/A | N/A | N/A |
| lat | lat | degrees_north | float64 | N/A | N/A | N/A | N/A |
| lon | lon | degrees_east | float64 | N/A | N/A | N/A | N/A |
| NIRDF | NIRDF | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| NIRDR | NIRDR | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| PBLH | PBLH | m | float32 | 999999986991104 | N/A | N/A | N/A |
| PGENTOT | PGENTOT | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| PRECANV | PRECANV | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| PRECCON | PRECCON | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| PRECLSC | PRECLSC | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| PRECSNO | PRECSNO | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| PRECTOT | PRECTOT | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| PRECTOTCORR | PRECTOTCORR | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| PREVTOT | PREVTOT | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| QLML | QLML | 1 | float32 | 999999986991104 | N/A | N/A | N/A |
| QSH | QSH | kg kg-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| QSTAR | QSTAR | kg kg-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| RHOA | RHOA | kg m-3 | float32 | 999999986991104 | N/A | N/A | N/A |
| RISFC | RISFC | 1 | float32 | 999999986991104 | N/A | N/A | N/A |
| SPEED | SPEED | m s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| SPEEDMAX | SPEEDMAX | m s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| TAUGWX | TAUGWX | N m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| TAUGWY | TAUGWY | N m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| TAUX | TAUX | N m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| TAUY | TAUY | N m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| TCZPBL | TCZPBL | m | float32 | 999999986991104 | N/A | N/A | N/A |
| time | time | minutes since 2025-11-01 00:30:00 | int32 | N/A | N/A | N/A | N/A |
| TLML | TLML | K | float32 | 999999986991104 | N/A | N/A | N/A |
| TSH | TSH | K | float32 | 999999986991104 | N/A | N/A | N/A |
| TSTAR | TSTAR | K | float32 | 999999986991104 | N/A | N/A | N/A |
| ULML | ULML | m s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| USTAR | USTAR | m s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| Var_BSTAR | Var_BSTAR | m s-2 m s-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| Var_CDH | Var_CDH | kg m-2 s-1 kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| Var_CDM | Var_CDM | kg m-2 s-1 kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| Var_CDQ | Var_CDQ | kg m-2 s-1 kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |