Atmosphere

Atmospheric variables include temperature, precipitation, wind, pressure, clouds, greenhouse gases, and much more. Overview pages summarize and compare selected datasets of a given variable.

To find a specific dataset or variable, jump to the search box below or click your desired variable from among the blue sub-category buttons. Note that the classification of datasets by variable is approximate, especially for large, multi-variable datasets like reanalyses.

To see only the datasets accompanied by in-depth commentary, select the "Datasets with guidance" button when using the search box.

Climate datasets

Has expert guidance
AIRS and AMSU: Tropospheric air temperature and specific humidity AIRS and AMSU: Tropospheric air temperature and specific humidity

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The Atmospheric Infrared Sounder (AIRS) project has generated decadal-length, global, gridded data sets of temperature and specific humidity for several standard levels in…

Main variables and Earth System components

Atmosphere Air Temperature Specific Humidity
Global surface temperatures: BEST: Berkeley Earth Surface Temperatures Global surface temperatures: BEST: Berkeley Earth Surface Temperatures

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The Berkeley Earth Surface Temperatures (BEST) are a set of data products, originally a gridded reconstruction of land surface air temperature records spanning 1701-…

Main variables and Earth System components

Atmosphere Air Temperature Maximum Air Temperature Minimum Air Temperature Ocean SST - sea surface temperature
HadCRUT5_MLE annual mean global temperature anomaly Global surface temperature: Maximum Likelihood Estimates of Temperatures using HadCRUT5 (Version 1.2)

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The Maximum Likelihood Estimates of Temperatures using HadCRUT5 Version 1.2 (HadCRU_MLE_v1.2) dataset provides global complete surface temperature estimates since 1850, with…

Main variables and Earth System components

Atmosphere Air Temperature at 2m Ocean SST - sea surface temperature
DCENT warming level image Global surface temperature data: The Dynamically Consistent ENsemble of Temperature (DCENT)

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The Dynamically Consistent ENsemble of Temperature (DCENT) provides monthly, global, gridded, surface temperature anomalies since 1850. This product provides combined land…

Main variables and Earth System components

Atmosphere Air Temperature at 2m Ocean SST - sea surface temperature

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    • Monthly

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  • Experts contributing reviews

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Global surface temperature data: GISTEMP: NASA Goddard Institute for Space Studies (GISS) Surface Temperature Analysis Global surface temperature data: GISTEMP: NASA Goddard Institute for Space Studies (GISS) Surface Temperature Analysis

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NASA Goddard's Global Surface Temperature Analysis (GISTEMP) combines land surface air temperatures from GHCN-M version 4 with SSTs of the ERSSTv5 analysis into a…

Main variables and Earth System components

Atmosphere Air Temperature Ocean SST - sea surface temperature
GHCN-D: Global Historical climatology Network daily temperatures GHCN-D: Global Historical climatology Network daily temperatures

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The Global Historical Climatology Network Daily database, GHCN-D, contains meteorological measurements from over 90,000 stations across the globe.  The majority of…

Main variables and Earth System components

Atmosphere Maximum Air Temperature Minimum Air Temperature Precipitation

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    • Daily

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Global land-ocean surface temperature data: HadCRUT5 Global land-ocean surface temperature data: HadCRUT5

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HadCRUT5 is one of the main datasets used to monitor global and regional surface temperature variability and trends. It is a global surface temperature product that combines…

Main variables and Earth System components

Atmosphere Air Temperature at 2m Ocean SST - sea surface temperature
MSU/AMSU Atmospheric Temperature Climate Data Record, Remote Sensing Systems (RSS) MSU/AMSU Atmospheric Temperature Climate Data Record, Remote Sensing Systems (RSS)

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A long (30-year+) data set of atmospheric temperatures for 4 tropopsheric and lower stratopsheric layers has been derived from brightness temperatures measured by the…

Main variables and Earth System components

Atmosphere Air Temperature
Map of linear trend in R99p https://www.metoffice.gov.uk/hadobs/hadex3/images/HadEX3_R99p_1901-2018_ADW_61-90_1.25x1.875deg_Ann_trend.png HadEX3: Gridded Temperature and Precipitation Climate Extremes Indices (CLIMDEX data)

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HadEX3 provides gridded, station-based indices of temperature- and precipitation- related climate extremes and supersedes HadEX2. It is intended for global and continental…

Main variables and Earth System components

Atmosphere Air Temperature at 2m Maximum Air Temperature Minimum Air Temperature Land Freeze/Thaw
Global Temperature Data Sets: Overview & Comparison Table Global Temperature Data Sets: Overview & Comparison Table

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Global surface temperature data sets are an essential resource for monitoring and understanding climate variability and climate change. The most commonly used data sets…

Main variables and Earth System components

Atmosphere Air Temperature Air Temperature at 2m Ocean SST - sea surface temperature

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COREv2 Air-Sea Surface Fluxes COREv2 Air-Sea Surface Fluxes

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The Coordinated Ocean Research Experiments version 2  (COREv2) data set consists of a globally complete set of air-sea fluxes of momentum, heat and freshwater for 1948-…

Main variables and Earth System components

Atmosphere Evaporation Precipitation Radiation Wind Stress Land Runoff and Streamflow Ocean Surface Flux
Global (land) precipitation and temperature: Willmott & Matsuura, University of Delaware Global (land) precipitation and temperature: Willmott & Matsuura, University of Delaware

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A series of gridded temperature and precipitation data sets. Station records that served as bases for the Terrestrial Air Temperature: 1900-2014 Gridded Monthly Time Series…

Main variables and Earth System components

Atmosphere Air Temperature Air Temperature at 2m Precipitation
PRISM High-Resolution Spatial Climate Data for the United States: Max/min temp, dewpoint, precipitation PRISM High-Resolution Spatial Climate Data for the United States: Max/min temp, dewpoint, precipitation

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PRISM is a set of monthly, yearly, and single-event gridded data products of mean temperature and precipitation, max/min temperatures, and dewpoints, primarily for the…

Main variables and Earth System components

Atmosphere Dew Point Temperature Maximum Air Temperature Minimum Air Temperature Precipitation
Surface Flux and Meteorological Dataset: National Oceanography Centre (NOC) V2.0 Surface Flux and Meteorological Dataset: National Oceanography Centre (NOC) V2.0

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The National Oceanography Centre  (NOC) Version 2.0 Surface Flux and Meteorological Dataset is a monthly mean gridded dataset of marine surface measurements and derived…

Main variables and Earth System components

Atmosphere Air Temperature Cloud Properties Evaporation Latent & sensible heat flux Multiple variables Radiation Sea Level Pressure Specific Humidity Surface Pressure Surface solar radiation Water Vapor Wind Ocean SST - sea surface temperature Surface Flux
AIRS (Atmospheric InfraRed Sounder): Version 6 Level 2 AIRS (Atmospheric InfraRed Sounder): Version 6 Level 2

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AIRS Version 6 Level 2 data represent a significant improvement over AIRS Version 5 Level 2 products in terms of greater stability, yield, and quality. Several…

Main variables and Earth System components

Atmosphere Aerosols Air Temperature CO Geopotential Height Ozone: Tropospheric Precipitable water Specific Humidity

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Global surface temperature data: MLOST: NOAA Merged Land-Ocean Surface Temperature Analysis Global surface temperature data: MLOST: NOAA Merged Land-Ocean Surface Temperature Analysis

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NOAA's Merged Land-Ocean Surface Temperature Analysis (MLOST) combines land surface air temperatures primarily from the Global Historical Climatology Network, Monthly (GHCN-…

Main variables and Earth System components

Atmosphere Air Temperature Ocean SST - sea surface temperature

  • Experts contributing reviews

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ICOADS Surface Marine Weather Observations ICOADS Surface Marine Weather Observations

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ICOADS (International Comprehensive Ocean-Atmosphere Data Set) is the most comprehensive archive of global marine surface climate observations available. Variables include…

Main variables and Earth System components

Atmosphere Air Temperature Budget Cloud Properties Latent & sensible heat flux Sea Level Pressure Specific Humidity Wind Ocean SST - sea surface temperature
U.S. Climate Extremes Index (CEI) U.S. Climate Extremes Index (CEI)

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The U.S. Climate Extremes Index (CEI) was first presented in 1995 as a framework for quantifying observed changes in climate within the contiguous United States. At…

Main variables and Earth System components

Atmosphere Air Temperature Maximum Air Temperature Minimum Air Temperature Precipitation Wind Land Drought
map of Tmin over eastern US (credit: Michele Thornton) Daymet: Daily Surface Weather and Climatological Summaries

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Daymet provides long-term, continuous, gridded estimates of daily weather and climatology variables by interpolating and extrapolating ground-based observations through…

Main variables and Earth System components

Atmosphere Maximum Air Temperature Minimum Air Temperature Precipitation Radiation Water Vapor Cryosphere Snow Water Equivalent
TerraClimate: Global, high-resolution gridded temperature, precipitation, and other water balance variables TerraClimate: Global, high-resolution gridded temperature, precipitation, and other water balance variables

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TerraClimate is a global gridded dataset of meteorological and water balance variables for 1958-present, available on a monthly timestep. Its relatively fine spatial…

Main variables and Earth System components

Atmosphere Air Temperature Maximum Air Temperature Minimum Air Temperature Potential Evapotranspiration Precipitation Wind Snow Water Equivalent Land evapotranspiration Runoff and Streamflow Soil Moisture

    • Timestep

    • Climatology, Monthly

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E-OBS: High-resolution gridded mean/max/min temperature, precipitation and sea level pressure for Europe & Northern Africa E-OBS: High-resolution gridded mean/max/min temperature, precipitation and sea level pressure for Europe & Northern Africa

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E-OBS is a high spatial resolution daily gridded data that covers the European region and is based on the station data collated by the ECA&D initiative (Klein Tank et al…

Main variables and Earth System components

Atmosphere Air Temperature Maximum Air Temperature Minimum Air Temperature Precipitation Sea Level Pressure

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    • Daily

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APHRODITE: Asian Precipitation - Highly-Resolved Observational Data Integration Towards Evaluation of Water Resources APHRODITE: Asian Precipitation - Highly-Resolved Observational Data Integration Towards Evaluation of Water Resources

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APHRODITE’s (Asian Precipitation - Highly-Resolved Observational Data Integration Towards Evaluation) gridded precipitation is a set of long-term (1951 onward) continental-…

Main variables and Earth System components

Atmosphere Air Temperature Precipitation
CHELSA high-resolution land surface temperature and precipitation CHELSA high-resolution land surface temperature and precipitation

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The Climatologies at high resolution for the Earth's land surface (CHELSA) dataset contains high spatial resolution monthly climatologies of mean, maximum and minimum…

Main variables and Earth System components

Atmosphere Air Temperature Precipitation

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    • Climatology, Monthly

    • Collections

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HadEX2: Gridded Temperature and Precipitation Climate Extremes Indices (CLIMDEX data) HadEX2: Gridded Temperature and Precipitation Climate Extremes Indices (CLIMDEX data)

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Note: HadEX2 has been superseded by HadEX3. HadEX2 provides gridded, station-based indices of temperature- and precipitation- related climate extremes. It is intended for…

Main variables and Earth System components

Atmosphere Maximum Air Temperature Minimum Air Temperature Land Freeze/Thaw

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HadGHCNDEX - Gridded Daily Temperature Extremes HadGHCNDEX - Gridded Daily Temperature Extremes

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HadGHCND (aka HadGHCNDEX) is a gridded daily dataset of near-surface maximum (TX) and minimum (TN) temperature observations. Anomalies (departures from 1961-1990 climatology…

Main variables and Earth System components

Atmosphere Maximum Air Temperature Minimum Air Temperature

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Cloud Dataset Overview Cloud Dataset Overview

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Clouds cover about 70% of the earth's surface. They are important components of the cliimate's water and energy budgets. Historically, cloud reports have come from station…

Main variables and Earth System components

Atmosphere Cloud Properties
GHCNDEX: Gridded Temperature and Precipitation Climate Extremes Indices (CLIMDEX data) GHCNDEX: Gridded Temperature and Precipitation Climate Extremes Indices (CLIMDEX data)

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GHCNDEX provides gridded, station-based indices of temperature- and precipitation- related climate extremes. It is intended for climate change detection and attribution…

Main variables and Earth System components

Atmosphere Maximum Air Temperature Minimum Air Temperature Land Freeze/Thaw

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Livneh gridded precipitation and other meteorological variables for continental US, Mexico and southern Canada Livneh gridded precipitation and other meteorological variables for continental US, Mexico and southern Canada

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The Livneh et al. (2015) hydrometeorological dataset consists of gridded daily and monthly precipitation, maximum and minimum air temperature, and wind speed for the…

Main variables and Earth System components

Atmosphere Maximum Air Temperature Minimum Air Temperature Precipitation Wind
NOAA ThreadEx Long-term Station Extremes for America NOAA ThreadEx Long-term Station Extremes for America

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ThreadEx is a data set of extreme daily temperature and precipitation values for 270 locations in the United States. For each day of the year at each station, ThreadEx…

Main variables and Earth System components

Atmosphere Air Temperature Maximum Air Temperature Minimum Air Temperature Precipitation

  • Experts contributing reviews

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Figure 2: Map of the locations for all available IGRA v2.2 stations. Integrated Global Radiosonde Archive (IGRA)

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The largest publicly available collection of quality-controlled, globally-distributed, historical radiosonde and pilot balloon observations is the Integrated Global…

Main variables and Earth System components

Atmosphere Dew Point Temperature Geopotential Height Multiple variables Relative Humidity Wind

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    • Sub-daily

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CRU TS Gridded precipitation and other meteorological variables since 1901 CRU TS Gridded precipitation and other meteorological variables since 1901

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The CRU TS series of data sets (CRU TS = Climatic Research Unit Time series) contain gridded monthly fields of precipitation, daily maximum and minimum temperatures, cloud…

Main variables and Earth System components

Atmosphere Air Temperature Cloud Properties Maximum Air Temperature Minimum Air Temperature Potential Evapotranspiration Precipitation

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Global surface temperature data: HadCRUT4 and CRUTEM4 Global surface temperature data: HadCRUT4 and CRUTEM4

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Extending back to 1850 and frequently updated, HadCRUT4 is the longest data set of its type. HadCRUT4 is a combination of the global land surface temperature data set,…

Main variables and Earth System components

Atmosphere Air Temperature Ocean SST - sea surface temperature

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UK Met Office; contributed by Colin Raymond HadISD: Sub-daily, non-interpolated weather station data

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HadISD ("Hadley Centre Integrated Surface Database") is a compendium of subdaily weather-station data developed by the UK Met Office that is based on NOAA NCEI's Integrated…

Main variables and Earth System components

Atmosphere Air Temperature at 2m Dew Point Temperature Precipitation Sea Level Pressure Storm data Wind

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    • Sub-daily

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Extended Edited Synoptic Cloud Reports Archive (EECRA) from Ships and Land Stations Over the Globe Extended Edited Synoptic Cloud Reports Archive (EECRA) from Ships and Land Stations Over the Globe

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"The Extended Edited Synoptic Cloud Reports Archive makes use of routine synoptic observations made by humans on ships over the ocean and at weather stations over land.…

Main variables and Earth System components

Atmosphere Cloud Properties

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    • Sub-daily

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ERA-Interim ERA-Interim

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Using a much improved atmospheric model and assimilation system from those used in ERA-40, ERA-Interim represents a third generation reanalysis. Several of the inaccuracies…

Main variables and Earth System components

Atmosphere Air Temperature Geopotential Height Precipitable water Precipitation
OAFlux: Objectively Analyzed air-sea Fluxes for the global oceans. OAFlux: Objectively Analyzed air-sea Fluxes for the global oceans.

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"The OAFlux project aims to provide consistent, multi-decade, global analysis of air-sea heat, freshwater (evaporation), and momentum fluxes for use in studies of global…

Main variables and Earth System components

Atmosphere Latent & sensible heat flux Radiation Wind Ocean SST - sea surface temperature Surface Flux wind stress curl

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    • Daily, Monthly

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  • Experts contributing reviews

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JRA-55 JRA-55

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Spanning 1958-present, JRA-55 is the longest third-generation reanalysis that uses the full observing system (in contrast, products like ERA-20C and NOAA 20CR assimilate a…

Main variables and Earth System components

Atmosphere Air Temperature Geopotential Height Precipitable water

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    • Sub-daily, Monthly

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A team on a boat coring lakes in the Arctic (credit: Laura Larocca) An overview of paleoclimate information from high-resolution lake sediment records: Strengths, limitations and key databases

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Accumulated sediments at the bottom of lakes are invaluable archives of past climate and environmental change. These sediments contain a variety of physical, geochemical,…

Main variables and Earth System components

Atmosphere Air Temperature Precipitation Biosphere Pollen Land
CERES EBAF: Clouds and Earth's Radiant Energy Systems (CERES) Energy Balanced and Filled (EBAF) CERES EBAF: Clouds and Earth's Radiant Energy Systems (CERES) Energy Balanced and Filled (EBAF)

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The CERES-EBAF product provides 1-degree regional, zonal and global monthly mean Top-of-Atmosphere (TOA) and surface (SFC) longwave (LW), shortwave (SW), and net (NET)…

Main variables and Earth System components

Atmosphere Cloud Properties Radiation
NLDAS-2 Primary Forcing monthly average 2-m surface temperature for July 1980. NLDAS: North American Land Data Assimilation System

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The North American Land Data Assimilation System (NLDAS) integrates a large quantity of observation-based and model reanalysis data to produce long-term hourly atmospheric…

Main variables and Earth System components

Atmosphere Air Temperature CAPE Evaporation Precipitation Radiation Specific Humidity Surface Pressure Wind
NASA's MERRA2 reanalysis NASA's MERRA2 reanalysis

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The Modern-Era Retrospective analysis for Research and Applications, version 2 (MERRA-2) is a global atmospheric reanalysis produced by the NASA Global Modeling and…

Main variables and Earth System components

Atmosphere Aerosols Air Temperature Geopotential Height Precipitable water

    • Timestep

    • Sub-daily, Daily, Monthly

    • Collections

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Tropical Moored Buoy System: TAO, TRITON, PIRATA, RAMA (TOGA) Tropical Moored Buoy System: TAO, TRITON, PIRATA, RAMA (TOGA)

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The Tropical Ocean Global Atmosphere program (TOGA) is a component of the World Climate Research Programme (WCRP) aimed specifically at the prediction of climate phenomena…

Main variables and Earth System components

Atmosphere Air Temperature Precipitation Radiation Relative Humidity Sea Level Pressure Wind Ocean Absolute Dynamic Topography (ADT) Ocean Heat Content SST - sea surface temperature Salinity Sub Surface Salinity Sub Surface Temperature u, v current components

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    • Sub-daily, Daily, Monthly, Weekly

    • Collections

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  • Experts contributing reviews

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GPCP (Daily): Global Precipitation Climatology Project GPCP (Daily): Global Precipitation Climatology Project

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The 1DD product provides precipitation estimates on a 1-degree grid over the entire globe at 1-day (daily) for the period October 1996 - present. Both the Pentad and 1DD…

Main variables and Earth System components

Atmosphere Precipitation
NOAA 20th-Century Reanalysis, Version 2 and 2c NOAA 20th-Century Reanalysis, Version 2 and 2c

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The Twentieth Century Reanalysis (20CR) provides a comprehensive global atmospheric circulation data set spanning 1850-2014. Its chief motivation is to provide an…

Main variables and Earth System components

Atmosphere Air Temperature Geopotential Height

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CERA-20C: ECMWF's Coupled Ocean-Atmosphere Reanalysis of the 20th Century CERA-20C: ECMWF's Coupled Ocean-Atmosphere Reanalysis of the 20th Century

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The CERA-20C is a global, coupled reanalysis spanning 1901-2010 with a focus on low-frequency climate variability.  Similar to ERA-20C, the surface observations…

Main variables and Earth System components

Atmosphere Multiple variables Cryosphere Sea Ice Concentration Ocean

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    • Sub-daily, Daily, Monthly

    • Collections

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Climate Forecast System Reanalysis (CFSR) Climate Forecast System Reanalysis (CFSR)

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The CFSR is a third generation reanalysis product. It is a global, high resolution, coupled atmosphere-ocean-land surface-sea ice system designed to provide the best…

Main variables and Earth System components

Atmosphere Air Temperature Geopotential Height Precipitable water Ocean

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Amundsen Sea Low indices Amundsen Sea Low indices

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The Amundsen Sea Low (ASL) is a climatological low pressure center located over the extreme southern Pacific Ocean, off the coast of West Antarctica.  Atmospheric…

Main variables and Earth System components

Atmosphere Sea Level Pressure
NASA MERRA NASA MERRA

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The Modern Era Retrospective-Analysis for Research and Applications (MERRA) was undertaken by NASA’s Global Modeling and Assimilation Office with two primary objectives: to…

Main variables and Earth System components

Atmosphere Air Temperature Geopotential Height Precipitable water Water Vapor

  • Experts contributing reviews

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NCEP NARR NCEP NARR

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A high resolution (32km x 29 pressure levels) data set focused upon the North American Region. Relative to the NCEP-DOE (R2) it has a much improved land-hydrology, diurnal…

Main variables and Earth System components

Atmosphere Air Temperature Geopotential Height Precipitable water Land

    • Timestep

    • Climatology, Sub-daily, Monthly

    • Collections

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  • Experts contributing reviews

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NCEP-NCAR (R1): An Overview NCEP-NCAR (R1): An Overview

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NCEP-NCAR (R1) is the original reanalysis effort. It uses a frozen global state-of-the-art global data assimilation system (as of 11 January 1995). The original database was…

Main variables and Earth System components

Atmosphere Air Temperature Geopotential Height

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