N: 90 S: -90 E: 180 W: -180
Description
M2TMNXINT (or tavgM_2d_int_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 water and energy related vertically Integrated diagnostics, such as autoconversion loss of cloud water, convective source of cloud ice (water), eastward (nothward) flux of atmospheric ice (liquid, vapor), total potential energy tendency, vertically integrated potential energy tendency, and vertically integrated kinetic energy tendency. 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
Citation is critically important for dataset documentation and discovery. This dataset is openly shared, without restriction, in accordance with the EOSDIS Data Use and Citation Guidance.
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READ-ME
PI DOCUMENTATION
GENERAL DOCUMENTATION
IMPORTANT NOTICE
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| The Atmosphere's Substantial Role in Interannual Variability of Earth's Energy Imbalance | Mayer, Michael, Loeb, Norman G., Lyman, John M., Johnson, Gregory C., Winkelbauer, Susanna | Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, Precipitation, Atmospheric Ozone | |
| Aerosol-Types Anomalies and their Role in Shaping Pre-Monsoon Precipitation Trends Over Nigeria | Onyejuruwa, Anselem, Hu, Zhenghua, Afolayan, Stella A., Ugbah, Paul Akeh, Islam, Abu Reza Md. Towfiqul, Ozuor, Success Gift, He, Hao, Madhushanka, Dinesh | Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, Precipitation, Atmospheric Ozone | |
| Seasonal Precipitation Changes in Response to Long-Term Aerosol Anomalies: A Case from West Africa | Onyejuruwa, Anselem, Hu, Zhenghua, Towfiqul Islam, Abu Reza Md, Nyasulu, Matthews, Oo, Kyaw Than | Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, 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 | |
| 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 | |
| The amazon water cycle: perspectives from water budget closure and ocean salinity | Reeves Eyre, J. E. Jack, Zeng, Xubin | Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, Precipitation, Atmospheric Ozone, Surface Pressure, 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, Skin Temperature, Specific Humidity, Water Vapor, 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, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Oxygen Compounds, Potential Temperature, Potential Temperature, Air Mass/Density | |
| Observed monsoon precipitation suppression caused by anomalous interhemispheric aerosol transport | Ajoku, Osinachi, Norris, Joel R., Miller, Arthur J. | Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, Precipitation, Atmospheric Ozone | |
| Atmospheric water balance and variability in the MERRA-2 reanalysis | Bosilovich, Michael G., Robertson, Franklin R., Takacs, Lawrence, Molod, Andrea, Mocko, David | Specific Humidity, Water Vapor Tendency, Water Vapor Processes, 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, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, Precipitation, Skin Temperature, Water Vapor, Precipitation Rate, 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, Total Precipitable Water, Oxygen Compounds, Potential Temperature, Potential Temperature, Air Mass/Density | |
| The modern-era retrospective analysis for research and applications, version 2 (MERRA-2) | Gelaro, Ronald, McCarty, Will, Suarez, Max J., Todling, Ricardo, Molod, Andrea, Takacs, Lawrence, Randles, Cynthia A., Darmenov, Anton, Bosilovich, Michael G., Reichle, Rolf, Wargan, Krzysztof, Coy, Lawrence, Cullather, Richard, Draper, Clara, Akella, Santha, Buchard, Virginie, Conaty, Austin, da Silva, Arlindo M., Gu, Wei, Kim, Gi-Kong, Koster, Randal, Lucchesi, Robert, Merkova, Dagmar, Nielsen, Jon Eric, Partyka, Gary, Pawson, Steven, Putman, William, Rienecker, Michele, Schubert, Siegfried D., Sienkiewicz, Meta, Zhao, Bin | 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), Albedo, Snow Depth, Snow Depth, Glacier Runoff, Glacier Runoff, Snow Cover, 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, 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, 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, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Temperature Tendency, Skin Temperature, Water Vapor Processes, 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, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Potential Temperature, Potential Temperature, Air Mass/Density, Potential Vorticity, Vertical Profiles, Relative Humidity, Ozone Profiles | |
| Analysis of the warmest Arctic winter, 2015-2016 | Cullather, Richard I., Lim, YoungKwon, Boisvert, Linette N., Brucker, Ludovic, Lee, Jae N., Nowicki, Sophie M. J. | Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, Precipitation, Atmospheric Ozone, 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, Oxygen Compounds, Boundary Layer Winds, Skin Temperature |
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 |
|---|---|---|---|---|---|---|---|
| AUTCNVRN | AUTCNVRN | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| BKGERR | BKGERR | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| COLCNVRN | COLCNVRN | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| COLCNVSN | COLCNVSN | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| CUCNVCI | CUCNVCI | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| CUCNVCL | CUCNVCL | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| CUCNVRN | CUCNVRN | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_ANA | DHDT_ANA | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_BKG | DHDT_BKG | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_CUF | DHDT_CUF | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_DYN | DHDT_DYN | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_FRI | DHDT_FRI | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_GWD | DHDT_GWD | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_MST | DHDT_MST | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_ORO | DHDT_ORO | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_PHY | DHDT_PHY | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_RAD | DHDT_RAD | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_RAY | DHDT_RAY | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_RES | DHDT_RES | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DHDT_TRB | DHDT_TRB | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_ANA | DKDT_ANA | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_BKG | DKDT_BKG | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_DYN | DKDT_DYN | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_GWD | DKDT_GWD | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_GWDRES | DKDT_GWDRES | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_INT | DKDT_INT | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_MST | DKDT_MST | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_ORO | DKDT_ORO | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_PHY | DKDT_PHY | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_PHYPHY | DKDT_PHYPHY | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_RAY | DKDT_RAY | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_SRF | DKDT_SRF | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_TOP | DKDT_TOP | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DKDT_TRB | DKDT_TRB | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DMDT_ANA | DMDT_ANA | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DMDT_DYN | DMDT_DYN | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DMDT_PHY | DMDT_PHY | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DOXDT_ANA | DOXDT_ANA | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DOXDT_CHM | DOXDT_CHM | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DOXDT_DYN | DOXDT_DYN | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DOXDT_FIL | DOXDT_FIL | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DOXDT_PHY | DOXDT_PHY | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DPDT_ANA | DPDT_ANA | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DPDT_DYN | DPDT_DYN | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DPDT_PHY | DPDT_PHY | W m-2 | float32 | 999999986991104 | N/A | N/A | N/A |
| DQIDT_ANA | DQIDT_ANA | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DQIDT_DYN | DQIDT_DYN | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DQIDT_FIL | DQIDT_FIL | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DQIDT_MST | DQIDT_MST | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |
| DQIDT_PHY | DQIDT_PHY | kg m-2 s-1 | float32 | 999999986991104 | N/A | N/A | N/A |