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NOMADS Data Access

NOMADS Data Access by Provider and Data Type

Links to other NOMADS project component sites (NCEP / NCDDC)
Introduction/How To Use This Site
Data Access User Guide
National Weather Service (NWS)
NOAA National Centers for Environmental Prediction (NCEP)
Numerical Weather Prediction
North American Mesoscale (NAM 12km)
Global Forecast System (GFS 1 degree)
Rapid Update Cycle (RUC 13 and 20km)
GDAS Model Input Assimilation Data
AWIPS NOAAPort Grids (06/2003-05/2005)

Ensembles
NCEP GFS Ensembles
NOMADS Ensemble Probability Tool
Probability Tool Users Guide (using multi-member forecasts)

Reanalysis
Climate Forecast System Reanalysis (CFSR)
North American Regional Reanalysis (NARR) (32km)
Global Reanalysis (R1 & R2)

Climate
Climate Forecast System (CFS)

NWS Programmatic
NWS High Availability Real-Time NOMADS Server (R/T NOMADS)
National Digital Forecast Database (NDFD) Data Access
NDFD Information
Real-Time Mesoscale Analysis (RTMA) Data Access
Service Records Retention System (SRSS) access

National Environmental Satellite, Data and Information Service (NESDIS)
National Climatic Data Center (NCDC)
NCDC In-situ Reference Quality Datasets
Blended Ocean Winds
Reynolds SST
Global Historical Climate Network (GHCN)
Integrated Global Radiosonde Archive (IGRA)

• Climate
Paleoclimate Datasets

NCDC Mirror R/T NOMADS Server

NCDC NOMADS Live Access Server (A visualization and analysis application)

NOMADS THREDDS Data Server (OPeNDAP access & more)

NOMADS GrADS Data Server

National Oceanographic Data Center (NODC)
NODC AVHRR Pathfinder Version 5.0 SST Dataset

NOAA Office of Atmospheric Research (OAR)
Geophysical Fluid Dynamic Laboratory (GFDL)
• Climate
CM2.X Coupled Climate Model data (selected subsets via GDS)
CM2.X Coupled Climate Model data (selected subsets via TDS)
GFDL NOMADS Data Portal

Air Resources Laboratory (ARL)

Department of Energy (DOE)
Program for Climate Model Diagnosis and Intercomparison (PCMDI)
Atmospheric Model Intercomparison Project (AMIP)

National Center for Atmospheric Research (NCAR)
NCAR Data Portal
Community Earth System Model (CESM)

Australian Bureau of Meteorology (BOM)
NOMADS OPeNDAP Server
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Top of Page Introduction


This web site provides access to the model data repository at NCDC. This repository contains both archived (i.e., off-line) and on-line model data. We provide a variety of ways to access our weather and climate model data. You can access the on-line data using traditional access methods (web-based or ftp), or you can use open and distributed access methods promoted under the collaborative approach called the NOAA Operational Model Archive and Distribution System (NOMADS). With the NOMADS Web Interface you can create, display, and download plots, use ftp to download parameters and files, and use the NOMADS Distributed Data Server using OPeNDAP and the GrADS Data Server (GDS) to access the data directly from your preferred client or desktop. You can also perform remote calculations using scripts under the GDS.

To see what datasets we have available, first vist the NCDC Model Data Inventories section to locate datasets of interest and view dataset documentation.

After you determine which datasets you want to further explore, visit the Data Access Guide page and learn about the different access methods and features provided.



To browse the inventories, directly read and analyze data, or retrieve model data visit the sections below. The following access functions are provided.

  • Plot - allows you to build a collection, then select parameters from the collection, and create plots
  • Grid/Scale - type, resolution and domain of grid
  • FTP4u - allows you to build a collection, select files or parameters from the collection, and ftp selected data to our anonymous ftp server
  • FTP - browse lists of files on our server and download files using the ftp protocol
  • HTTP - browse lists of files on our server and use your browser to download files
  • GDS - access GrADS DODS/OPeNDAP server for this dataset. Use the GDS server to obtain the URL for files you want to access from your desktop DODS/OPeNDAP enabled client.
  • OPeNDAP - access DODS/OPeNDAP server for this dataset. Use the DODS server to obtain the URL for files you want to access from your desktop DODS/OPeNDAP enabled client.


Top of Page NCEP High Resolution Global Forecast System (1 degree GFS), North American Mesoscale (12km NAM), and Rapid Update Cycle (20km RUC)


The table below lists the weather model datasets we have on-line or archived at NCDC. Each entry in the table below provides you links to access methods for that dataset. See the Section Above for descriptions of these access methods. Note: These data may be delayed up to one day. For real-time access go to the NCEP R/T NOMADS.


Hi-Res NCEP NWP Model Datasets in NCDC Repository
Model Grid/Scale Runs/Day Fcst Proj Plot|FTP FTP HTTP Data Server
High Resolution Analysis and Forecasts
Historical
Meso-ETA 218 (12km)
Domain
4/day 0-60 hrs. Plot|FTP4u --- --- ---
GFS-AVN 003 (1.0°)
Domain
4/day 0-240 hrs. Plot|FTP4u --- --- ---
RUC 252 (20km)
Domain
hourly 0-3,6,9,12 hrs. Plot|FTP4u 252 FTP 252 HTTP 252 GDS 252
TDS 252
130 (13km) Domain Plot|FTP4u 130 FTP 130 HTTP 130 TDS 130
Near Real-Time and Historical
NAM 218 (12km)
Domain
4/day 0-84 hrs. Plot|FTP4u FTP HTTP GDS TDS
GFS 003 (1.0°)
Domain
4/day 0-180 hrs. Plot|FTP4u 003 FTP 003 HTTP 003 GDS 003
TDS 003
004 (0.5°) Domain Plot|FTP4u 004 FTP 004 HTTP 004 TDS 004
RAP 252 (20km)
Domain
hourly 0-3,6,9,12 hrs. Plot|FTP4u 252 FTP 252 HTTP 252 GDS 252
TDS 252
130 (13km) Domain Plot|FTP4u 130 FTP 130 HTTP 130 TDS 130
Analysis-Only, Period of Record (March 02, 2004 to latest full month)
GFS-ANL 003 (1.0°)
Domain
4/day 0,(3-6 pcp.) Plot|FTP4u 003 FTP HTTP GDS 003
TDS 003
004 (0.5°)
Domain
Plot|FTP4u 004 GDS 004
TDS 004
RUC-ANL 130 (13km)
Domain
hourly 0,(0-1) hrs. Plot | FTP4u (130)

Plot | FTP4u (252)
--- HTTP TDS 130
252 (20km)
Domain
TDS 252
NAM-ANL 218 (12km)
Domain
4/day 0,(3,6 pcp.) Plot|FTP4u FTP HTTP GDS TDS
NAM (WRF-NMM) * North American Mesoscale model, As of 2006-Jun-20
(Weather Research & Forecasting - Nonhydrostatic Mesoscale Model)
Legacy versions and dates: ETA, Meso-ETA (Pre 2005-Feb-15), NAM (2005-Feb-15).
The analysis from all these are unified under NAM-ANL.
Problems? Contact the NOMADS team at NOMADS.ncdc@noaa.gov. Please provide a detailed description of the issue.


Top of Page NCEP Climate Forecast System version 2


The Climate Forecast System (CFS) is a fully coupled model representing the interaction between the Earth's oceans, land and atmosphere. This model became operational in August 2004, and has been run in retrospective mode back 25 years to 1981. Users seeking access to CFS archived and real-time data should visit the National Centers for Environmental Prediction's CFS homepage. Available on the site are retrospective daily and monthly data, climatologies, links to operational CFS model runs, CFS documentation, news, and other products.

Notices concerning the CFSR data:

Reanalysis
CFSR Logo

The NCEP Climate Forecast System Reanalysis (CFSR) was designed and executed as a global, high resolution, coupled atmosphere-ocean-land surface-sea ice system to provide the best estimate of the state of these coupled domains over the 31-year period of 1979 to 2009. It will be extended as an operational real time product into the future. Get CFSR data here.

"   The CFSR data was developed by NOAA's National Centers for Environmental Prediction (NCEP). The data for this study are from NOAA's National Operational Model Archive and Distribution System (NOMADS) which is maintained at NOAA's National Climatic Data Center (NCDC).   "

Recommended acknowledgment for this dataset:

Saha, Suranjana, and Coauthors, 2010: The NCEP Climate Forecast System Reanalysis. Bull. Amer. Meteor. Soc., 91, 1015.1057. doi: 10.1175/2010BAMS3001.1

Additional information about the CFSR:

Notice to users who downloaded CFSR Time Series data prior to 22:00 UTC February 18, 2010:

A format conversion issue was verified affecting the metadata in non-instantaneous CFSR time series files (28 of the 73 file types affected are listed below). The issue, triggered during the conversion process between GRIB1 to GRIB2 by NCEP (to facilitate transmission and storage), caused the non-instantaneous fields (0-1, 1-2, 2-3 hr statistical) to appear instantaneous (0-0, 1-1, 2-2 hr statistical) when decoded. At 22:00 UTC February 18 2010, NCDC will begin bringing corrected versions of these files online. Users who have already downloaded these files are encouraged to re-download these files on/after Friday, February 19th, otherwise be aware of these facts when using your existing copy. If you improvise the metadata, the data itself is valid.
The issue affects the following file types (28):

  dlwsfc dswsfc gflux lhtfl ocndt20c ocnheat ocnmld ocnsal15
  ocnsal5 ocnslh ocnsst ocnt15 ocnu15 ocnu5 ocnv15 ocnv5
  ocnvv55 prate runoff shtfl snohf tmax tmin ulwsfc ulwtoa
  uswsfc uswtoa wndstrs

Climate Forecast System Reanalysis

Time Series and Monthly Means
Dataset Info Grid/Scale Frequency FTP HTTP Data Server
Timeseries (5.9TB)
(See note above)
Lat/Lon: 0.5°, 1.0°, 2.5°
Gaussian: T382, T62
Hourly FTP HTTP TDS
Monthly Means (4.5TB) Lat/Lon: 0.5°, 1.0°, 2.5°
Gaussian: T382, T62
Monthly FTP HTTP TDS

Hourly, Pressure, Fluxes, and Ocean Data
Dataset Info Grid/Scale Frequency HTTP Data Server
3-D Diabatic Heating Data
(10TB)
Lat/Lon: 1.0° 4/day HTTP TDS
Surface and Radiative Fluxes
(10.6TB)
Gaussian: T382 4/day HTTP TDS
Low-Resolution Data
(8TB)
Lat/Lon: 1.0°, 2.5°
Gaussian: T62
4/day HTTP TDS
3-D Isentropic Level Data
(6.5TB)
Lat/Lon: 0.5° 4/day HTTP TDS
3-D Ocean Data
(11TB)
Lat/Lon: 0.5° 4/day HTTP TDS
3-D Pressure Level Data
(35TB)
Lat/Lon: 0.5° 4/day HTTP TDS
Climate Forecast System Initial Conditions

Climate Forecast System Initial Conditions

Initial Conditions
Dataset Info HTTP
High Resolution Initial Conditions HTTP
Low Resolution Initial Conditions HTTP
Full Ingest Data (6-hourly Dumps) HTTP

For a complete schedule of CFSR availability, please see: Reanalysis Access Schedule


Reforecast

Climate Forecast Reanalysis and Reforecast (CFSRR) A complete Reforecast of CFS version 2, over the 29-year period (1982-2010) has been created in order to provide stable calibration and skill estimates of the new system, for operational seasonal and sub seasonal prediction at NCEP. Coupled full 9-month forecasts from initial conditions every 5 days apart (for all 4 c cycles on that day) have been made for each calendar year with the T126L64 GFS with half-hourly coupling to the ocean (MOM4 at 1/4° equatorial, 1/2° global). Total number of 9-month forecasts is 73x4 for each year, amounting to 8468 forecast runs for the full period. In addition to the 9-month runs, there is a full season run from every 0Z cycle over a 12-year period (1999-2010) for a total of 4380 runs. There is also a short 45-day forecast from every 6Z, 12Z and 18Z cycle over the same 12-year period (1999-2010) for a total of 13140 runs.

Reference the following article (to be submitted) when using the CFS version 2 Reforecast model or data:

Suranjana Saha, Shrinivas Moorthi, Xingren Wu, Jiande Wang, Sudhir Nadiga, Patrick Tripp, Hua-Lu Pan, David Behringer, Yu-Tai Hou, Hui-ya Chuang, Mark Iredell, Michael Ek, Jesse Meng, Rongqian Yang, Huug van den Dool, Qin Zhang, Wanqiu Wang, Mingyue Chen, 2011: The NCEP Climate Forecast System Version 2.
[ To be submitted to The Journal of Climate ]

Notice 12/02/2011:

NCDC and NCEP have identified that the "High-priority Reforecast" data sets are roughly 99% serially complete at this time and may contain isolated damaged files.


Climate Forecast System Reanalysis and Reforecast

First Look Time Series and Monthly Means
Dataset Info HTTP TDS
Monthly Means of Daily Averages HTTP TDS
Monthly Mean Time Series Series of Select Variables HTTP TDS
6-Hourly Time Series from 45 Day and Seasonal Runs HTTP TDS
6-Hourly Time Series from 9-month Runs HTTP TDS

High Priority Subset
Dataset Info HTTP TDS
Monthly Means from 9-Month Runs HTTP  
Monthly Means from Seasonal Runs HTTP TDS
Time Series from 45-day & Seasonal Runs HTTP TDS
Time Series from 9-Month Runs HTTP  

For a complete schedule of CFS Reforecast availability, please see: Reforecast Access Schedule

Not serially complete at this time.

notice: Please be aware of digital signature (MD5) files. (read more).



Top of Page NCEP North American Regional Reanalysis (32km, 25 years)


Documentation

NARR fields use Earth relative winds, which do not need adjustment when used with GrADS and GDS.

Monthly Means:
The NARRMON dataset contains a monthly average (computed at NCEP) of all the fields in the NARR. The NARRMON-3hr dataset is a monthly average of all fields, seperated into eight three-hour time periods for each day throughout a month.

North American Regional Reanalysis
Model Grid/Scale Frequency Plot|FTP4u FTP HTTP Data Server
NARR-A 221 - Domain 3 Hours 00-21Z Plot|FTP4u FTP HTTP GDS TDS
NARR-B 221 - Domain 3 Hours 00-21Z Plot|FTP4u FTP HTTP GDS TDS

North American Regional Reanalysis: Monthly Means
Model Grid/Scale Frequency Plot|FTP4u FTP HTTP Data Server
NARRMON-A 221 - Domain Monthly 25 yrs. Plot|FTP4u FTP HTTP GDS TDS
NARRMON-B 221 - Domain Monthly 25 yrs. Plot|FTP4u FTP HTTP GDS TDS
NARRMON-3hr-A 221 - Domain Monthly 25 yrs. Plot|FTP4u FTP HTTP GDS TDS
NARRMON-3hr-B 221 - Domain Monthly 25 yrs. Plot|FTP4u FTP HTTP GDS TDS
Problems? Contact the NOMADS team at NOMADS.ncdc@noaa.gov. Please provide a detailed description of the issue.


Top of Page NCEP GFS Ensemble Probabilities


The following interfaces are testbed capabilities to multiple members of the NCEP Ensembles run under the Global Forecast System. These interfaces allow user selectable flow-dependant probabilities predictions of several meteorological sensible weather elements. These pages are in development. Please report feedback to NOMADS.ncdc@noaa.gov.

NCEP GFS Ensembles
NOMADS Ensemble Probability Tool
Description of NOMADS Global Ensemble Weather Prediction Forecast Probabilities
GENS Access Points from NCEP & NCDC NOMADS
Dataset Grid Cycles & Members Plot & FTP HTTP OPeNDAP
GENS @ NCDC
GENS @ NCEP
003 6 hr / 21 Members ---
Grib Filter
HTTP
HTTP
TDS
GDS
GENS @ NCDC 002 6 hr / 21 Members FTP HTTP TDS


Top of Page NCDC Climate Datasets


Below are several operational data sets provided by the NCDC and NOMADS.

NCDC Climate Datasets
Dataset Grid/Scale Freq Plot|FTP4u FTP HTTP Data
Server
Ocean Wind
Multi-Satellite
Blended Ocean Winds
0.25°
Lat/Lon
6 hr / daily / monthly
1987 to Present
--- FTP --- LAS
TDS
Ocean SST's
Extended Reconstructed SST (ERSST) 2.00°
Lat/Lon
Monthly
1854 to Present
Plot|FTP4u --- HTTP GDS
LAS
TDS
Monthly Optimum Interpolation SST (OISST) 1.00°
Lat/Lon
Monthly
1981 to Present
Plot FTP HTTP ---
Daily Optimum Interpolation SST AVHRR 0.25°
Lat/Lon
Daily
Jan 24, 1985 to Present
--- FTP --- LAS
TDS
Daily Optimum Interpolation SST AMSR+AVHRR 0.25°
Lat/Lon
Jan 24, 1985 to Oct 6, 2011 --- FTP --- LAS
TDS
Surface and Upper-Air
Global Historical Climate Network (Temperature Anomalies) 5.00°
lat/lon
Monthly
1880 to Present
Plot|FTP4u --- --- GDS
Global Historical Climate Network (Precip. Anomalies) 5.00°
lat/lon
Monthly
1900 to Present
Plot|FTP4u --- --- GDS


Top of Page NODC AVHRR Pathfinder Version 5.0 SST Dataset


The 4 km AVHRR Pathfinder Version 5.0 SST Project (Pathfinder V5) is a new reanalysis of the AVHRR data stream developed by the University of Miami's Rosenstiel School of Marine and Atmospheric Science (RSMAS) and the NOAA National Oceanographic Data Center (NODC). This reprocessing uses an improved version of the Pathfinder algorithm and processing steps to produce twice-daily global SST and related parameters back to 1985, at a resolution of approximately 4 km, the highest possible for a global AVHRR data set. Temporal averages for 5-day, 7-day, 8-day, Monthly, and Yearly periods are also produced. Current key improvements over the original 9 km Pathfinder SST data set include a more accurate, consistent land mask, higher spatial resolution, and inclusion of sea ice information. Other improvements are under development and will be implemented in the next reprocessing, which will commence in mid-2004.

NODC AVHRR Pathfinder Version 5.0 SST Dataset
Dataset Grid/Scale Freq Images FTP HTTP Contact 1 Contact 2
AVHRR
Pathfinder SST
4 km 2x daily Images FTP HTTP Kenneth Casey Danny Brinegar


Top of Page NCEP Model GDAS Assimilation Dataset (in BUFR & GRIB format)


Below are several operational data sets provided by the NCDC and NOMADS.

Please see NCEP (Keyser) for additional background information on GDAS and other NCEP models. Also visit: EMC/Mesoscale Modeling Branch Publication Listing.

We will be adding plotting and ftp capabilities as programs are completed.

NCEP GDAS Assimilation Data (in BUFR & GRIB)
Plot|FTP4u
Snow Ice SST
HTTP
Snow, Ice, SST, Satellite/Ship/Aircraft
Data Server
Snow, Ice, SST, Satellite/Ship/Aircraft


Top of Page Climate Model Datasets


Through the NOMADS Collaboration, model output and documentation from a set of multi-century experiments performed using GFDL's CM2.0 and CM2.1 global climate models are being made available at GFDL's NOMADS Data Portal. Datasets are available at their GFDL CM2.x Coupled Climate Models page.

The Community Data Portal (CDP) is a collection of earth science datasets from NCAR, UCAR, UOP, and participating organizations in the following research areas:

  • Oceanic
  • Atmospheric
  • Space Weather
  • Turbulence


Top of Page Paleoclimate Datasets


The paleoclimate model data sets available here are derived primarily from climate model experiments associated with peer reviewed scientific publications. The archive includes many of the experiments performed as part of the Paleoclimate Model Intercomparison Project (PMIP), plus other, PMIP-like experiments. Also included here are other model runs such as transient simulations of the past 1,000 years, and some data sets related to model forcing and model boundary conditions. Additional information on paleoclimate model data sets, including tools to access and plot model data and a web form to search for data, are available on the paleoclimate modeling page.

Paleoclimate model output on NOMADS GrADS Data Server
Paleoclimate modeling page at NCDC
PMIP II web site



Top of Page National Digital Forecast Database


NDFD
NCDC NOMADS provides access to NCDC's archive of the National Weather Service National Digital Forecast Database (NDFD). Prior to October 06 2008, access is provided through the offline request system, limited to one day at a time due to the size and processing required. NCDC HAS access is recommended for users wanting to obtain many days of NDFD data - however - you will need to work with the raw/bulky archive units on your own, so start small.

Beyond October 06 2008, the full dataset is provided online through HTTP and THREDDS web services. Access points are provided below. For offline requests, the native GRIB2 NDFD data is converted to GRIB1 after the data has been retrieved from the archive. This enables the creation of graphics using the web interface.

NDFD offline requests
NCDC HAS Access Point
NDFD on THREDDS services
Online NDFD Directory



NDGD
The analysis used as guidance for the NDFD known as the National Digital Guidance Database (NDGD) has been separated from the NDFD and placed online here:

Online NDGD Directory
NDGD on THREDDS services


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