NOAA OLR¶
NOAA Interpolated Outgoing Longwave Radiation (PSL) and NOAA Climate Data Record of Daily/Monthly Outgoing Longwave Radiation (NCEI)
Available
Current status
The continuing record is NCEI's OLR CDR. On 26 August 2025 NCEI released the daily Version 2.0 (1°) and monthly Version 3.0 (2.5°), which combine HIRS, IASI and CrIS; the daily product is updated every day with about a two-day lag and the monthly product every month (the PSL copy olr.day.mean.v2.nc was updated on 2026-10-12). Daily v1.2 stops at 2025-08-22 and is flagged as superseded. The PSL Interpolated OLR (2.5°), long used for MJO work, ends with 31 December 2022 and is not being extended.
At a glance¶
| Item | Details |
|---|---|
| Section | Satellite › Clouds & radiation (also listed in: Atmosphere › Radiation) |
| Type | Satellite product |
| Domains | Atmosphere, Remote sensing |
| Provider | NOAA NCEI CDR Program (OLR CDR, Hai-Tien Lee, University of Maryland ESSIC) / NOAA PSL (Interpolated OLR) |
| Period | 1974-06 ~ present |
| Coverage | Global |
| Horizontal resolution | OLR Daily CDR v2.0 — global 1° × 1° equal-angle grid (360 × 180, values represent the box centre). OLR Monthly CDR v3.0 — 2.5° × 2.5° (144 × 72). PSL Interpolated OLR — 2.5° × 2.5° (144 × 73). |
| Vertical resolution | Top of atmosphere (TOA), single level |
| Temporal resolution | Daily means (OLR Daily CDR, Interpolated OLR) / monthly means (OLR Monthly CDR, Interpolated OLR monthly) / daily and monthly climatologies (PSL, 1991–2020 and others) |
| Update frequency | OLR Daily CDR v2.0: daily (preliminary about 36 hours to 2 days behind), final version replaced once a year (about 6 months behind) / OLR Monthly CDR v3.0: monthly (about 5 days behind) / PSL Interpolated OLR: no longer updated (ends 2022-12-31) |
| Licence | NOAA open data — free and unrestricted. NCEI asks for DOI citation and runs an optional user registration form; PSL asks for acknowledgement |
| Account required | No |
Note on period: The PSL Interpolated OLR daily file covers 1974-06-01 to 2022-12-31 (17,746 days). The NCEI OLR CDR starts in January 1979 for both daily and monthly products, and the daily product continues every day with about a two-day lag (the final version is replaced once a year with about a six-month lag). Daily v2.0 has 30 missing days, mostly in single-satellite periods (NOAA-6 and NOAA-9) caused by HIRS failures.
How to read the resolution
- Horizontal resolution lists both the native model grid and the grid you download, as given in the official documentation. The same dataset can come on different grids from different providers or products, so check the grid of your downloaded file.
- Grid spacing is not the effective resolution. A provided grid that is finer than the native one carries no extra information.
- Intervals and whether a value is instantaneous, mean or accumulated differ between variables — see 'Available variables' below.
- The 'provided resolution' in lists and the comparison table is a simplified km/degree value for quick comparison. Use this page for exact values.
Overview¶
Gridded top-of-atmosphere outgoing longwave radiation (OLR) estimated from infrared observations on NOAA and partner polar-orbiting satellites. Low OLR in the tropics marks deep convective cloud, and because the record reaches back to the late 1970s, before CERES, it is the standard input for MJO, ENSO and monsoon convection indices. The current NCEI OLR CDR inter-calibrates HIRS, IASI and CrIS into daily (1°) and monthly (2.5°) fields, while the PSL Interpolated OLR (2.5°, 1974–2022) remains for reproducing earlier work.
What changes with the successor¶
OLR Daily CDR v1.2 (HIRS) → OLR Daily CDR v2.0 (HIRS+IASI+CrIS)¶
Transition: 2025-08
A new version that ties the IASI and CrIS hyperspectral sounders consistently to HIRS and rebuilds the HIRS regression coefficients. The monthly product moved to v3.0 on the same day, and daily v1.2 stopped at 2025-08-22.
| Aspect | OLR Daily CDR v1.2 (HIRS) | OLR Daily CDR v2.0 (HIRS+IASI+CrIS) |
|---|---|---|
| Release date | v1.2 (2011 citation) | 2025-08-26 (daily v2.0, monthly v3.0) |
| Period | 1979-01-01 to 2025-08-22 (no longer updated, superseded) | 1979-01-01 to present (about 2-day lag) |
| Input observations | Mainly HIRS radiances | HIRS (1979–) + IASI (2007–) + CrIS (2012–), inter-satellite calibrated with Metop-A IASI OLR as the absolute reference |
| HIRS OLR retrieval | Earlier multispectral regression | New regression coefficients derived from IASI-simulated HIRS radiances and IASI OLR, improving consistency between HIRS-based and IASI/CrIS-based values |
| Interim and final (daily) | - | Preliminary (about 36-hour lag, NESDIS GSIP geostationary input) → final (annual, about 6-month lag, GridSat-B1 geostationary input) |
| File names (daily) | - | OLR-Daily_v02r00_sYYYY0101_eYYYY1231.nc (one file per year); preliminary files are OLR-Daily_v02r00-preliminary_s..._e....nc |
| Monthly product | v2.x (e.g. v2.2-1, DOI 10.7289/V5222RQP — superseded) | v3.0 (2.5°, about 5-day lag, OLR-Monthly_v03r00_s197901_eYYYYMM.nc) |
| DOI (daily) | 10.7289/V5SJ1HH2 | 10.25921/9pt5-by77 |
Things to watch when switching
- Do not mix v1.2 and v2.0 in one time series; re-download the full record as v2.0.
- The most recent days to months are preliminary, and the final release changes the geostationary input, so values can change. Re-check results against the final data.
- NCEI advises using v1.2 only for cases such as reproducing earlier studies.
Sources: NCEI — NOAA CDR of Daily OLR, Version 2.0 (metadata) · NCEI — Daily OLR CDR v1.2 (Version Superseded) · OLR Daily CDR User Guide (Rev 0, 2025-10-23) · OLR Monthly CDR User Guide (Rev 0, 2025-10-23)
PSL Interpolated OLR (2.5°) → NCEI OLR CDR (daily 1° / monthly 2.5°)¶
The PSL Interpolated OLR ends with 31 December 2022. For a NOAA OLR record that continues past that date, move to the OLR CDR (or the CPC Blended OLR that PSL also distributes).
| Aspect | PSL Interpolated OLR (2.5°) | NCEI OLR CDR (daily 1° / monthly 2.5°) |
|---|---|---|
| Period | 1974-06-01 to 2022-12-31 (daily) | 1979-01-01 to present |
| Grid | 2.5° × 2.5° (144 × 73) | Daily 1° × 1° (360 × 180), monthly 2.5° × 2.5° (144 × 72) |
| Method | Twice-daily NOAA polar-orbiter OLR interpolated in time and space to fill gaps, then averaged to daily | Field-of-view OLR from HIRS, IASI and CrIS inter-calibrated, with geostationary OLR used for the diurnal cycle in the time integration |
| Distributor | NOAA PSL (THREDDS and downloads server) | NOAA NCEI (CDR archive, AWS) — copy also at PSL (olr_cdr_day) |
Things to watch when switching
- The sensors, algorithms and grids differ, so climatologies and anomaly amplitudes differ. Do not splice them; compare them over the 1979–2022 overlap first.
- Indices defined on Interpolated OLR (for example the OMI) need care when continued with another dataset because the baseline changes. PSL itself switched the OMI input to blended OLR.
Sources: PSL THREDDS — interp_OLR/olr.day.mean.nc metadata (time range 1974-06-01 to 2022-12-31) · PSL Data Notices (2026-05-07 OMI update)
Available variables¶
PSL variable names were checked in the THREDDS (OPeNDAP) structure. The NCEI CDR user guides do not give in-file variable names, so for the daily CDR olr was checked in the copy PSL distributes (olr_cdr_day/olr.day.mean.v2.nc, 1° 360×180). The variable name in the monthly CDR v3.0 (2.5°) files could not be confirmed in official documents or public copies (check your files). All OLR values are in W m-2 (written W/m^2 in PSL files).
Time-stamp convention — instantaneous, mean or accumulated? — click to show
All values are daily or monthly mean OLR (W m-2). Polar orbiters pass only a few times a day, so the OLR CDR uses geostationary OLR to account for the diurnal cycle when forming daily means, and the PSL Interpolated OLR averages interpolated twice-daily (day and night overpass) values.
- OLR Daily CDR v2.0 grids polar-orbiter field-of-view OLR into hourly maps and geostationary OLR into 3-hourly maps, then blends them per grid box with a 7-day boxcar calibration and integrates to daily values. The user guide does not state the day boundary (UTC or otherwise).
- Daily preliminary files (about 36 hours behind) use NESDIS GSIP as the geostationary input; final files (about 6 months behind) use GridSat-B1. Values for the same date can differ between the two.
- OLR Monthly CDR v3.0 corrects for polar-orbiter sampling times with climatological diurnal models; the guide notes this assumption may hold less well when the diurnal cycle itself changes, as in El Niño years.
- The PSL Interpolated OLR fills gaps by interpolating NOAA twice-daily OLR in time and space and then averaging to daily values (per the file description). There are no missing values, but some days are interpolated.
- PSL files use 'hours since 1800-01-01' as the time unit.
Source: OLR Daily and Monthly CDR User Guides (Rev 0) + PSL interp_OLR file metadata
instantaneous mean accumulated maximum minimum static — instantaneous: value at the time stamp · mean/accumulated/maximum/minimum: over the indicated interval · static: does not change with time
Daily mean OLR¶
| Variable | Short name | Units | Time convention | Notes |
|---|---|---|---|---|
| Outgoing longwave radiation | olr |
W m-2 | Daily mean | OLR Daily CDR v2.0, 1°. Variable name from the PSL copy olr.day.mean.v2.nc |
| Outgoing longwave radiation | olr |
W/m^2 | Daily mean | PSL Interpolated OLR daily (olr.day.mean.nc) |
| Daily climatology | olr |
W/m^2 | Daily mean | Mean of each calendar day over the base period. PSL file olr.day.ltm.1991-2020.nc and others |
Monthly mean OLR¶
| Variable | Short name | Units | Time convention | Notes |
|---|---|---|---|---|
| Outgoing longwave radiation | - | W m-2 | Monthly mean | OLR Monthly CDR v3.0, 2.5° · The user guide gives no in-file variable name (the variable is described only as 'OLR'), and no public copy could be checked |
| Outgoing longwave radiation | olr |
W/m^2 | Monthly mean | PSL Interpolated OLR monthly (olr.mon.mean.nc) |
The full variable list is in the official documentation.
How to get the data¶
- NCEI — OLR Daily CDR product page (documents and download link) — Web / AWS S3 explorer (netCDF-4, one file per year)
- The download link leads to the NOAA CDR archive (https://archive.data.noaa.gov/climatedatarecords#UMD_ESSIC/OLR_CDR/Daily/OLR-D-CDR_01B-21/).
- NCEI — OLR Monthly CDR product page — Web / AWS S3 explorer (netCDF-4, whole record in one file)
- NOAA PSL download server — OLR CDR copy (olr_cdr_day) and Interpolated OLR (interp_OLR) — Direct HTTPS download / THREDDS and OPeNDAP
- Provides olr.day.mean.v2.nc (daily, about 3.6 GB), olr.mon.mean.v2.nc (monthly) and 1991–2020 climatologies as single files. Interpolated OLR is at https://downloads.psl.noaa.gov/Datasets/interp_OLR/ . No account is needed.
Example code¶
Opens directly through PSL OPeNDAP with no account. Interpolated OLR ends in 2022; for later dates download the OLR CDR copy from the olr_cdr_day folder and open it the same way (check its variable names).
# pip install xarray netCDF4
import xarray as xr
url = "https://psl.noaa.gov/thredds/dodsC/Datasets/interp_OLR/olr.day.mean.nc"
ds = xr.open_dataset(url)
olr = ds["olr"].sel(time=slice("2015-01-01", "2016-12-31"))
trop = olr.where(abs(olr["lat"]) <= 15, drop=True) # 15°S–15°N regardless of latitude order
# tropical-mean OLR time series (W/m^2)
print(trop.mean(("lat", "lon")).to_series().head())
Practical tips¶
- Daily OLR CDR v1.2 and v2.0, and PSL Interpolated OLR and the OLR CDR, are different datasets. Do not splice them into one series; pick one and use it throughout.
- The most recent part of the daily OLR CDR is preliminary (file names contain -preliminary). Download again once the final version appears and re-check your results.
- The OLR CDR has no quality flags. Daily v2.0 has 30 missing days (mostly in the NOAA-6 and NOAA-9 single-satellite periods), and the guide notes an unexpectedly large CrIS inter-satellite adjustment of about 1.4 W m-2.
- Known HIRS issues listed in the guides — a one-step scan offset on NOAA-15 and -16, wrong zenith angles on NOAA-14 after March 1999, and incomplete geostationary coverage before late 1998. Take care with local analyses in those periods.
- The PSL and NCEI files differ in grid (2.5° 144×73, 1° 360×180, 2.5° 144×72) and may differ in latitude ordering. Check the order before slicing with
sel(lat=slice(...)). - Convective indices (for example the MJO OMI and RMM) change with the OLR dataset used. State the OLR dataset and version in publications.
- For the absolute energy budget use broadband radiometer data such as CERES EBAF or SYN1deg. The OLR CDR is estimated from narrowband and hyperspectral radiances, with an accuracy of about 2 W m-2 relative to CERES.
Notices and change history¶
2026-05-07 · Info · PSL OMI (MJO index) updated — now uses NOAA daily blended OLR
PSL announced that its OLR-based MJO index (OMI) has been updated to near present and now uses the NOAA daily blended OLR as input. Interpolated OLR has no data after 2022, so take the change of input into account when continuing OMI from earlier values.
2025-08-26 · Warning · Daily OLR CDR v2.0 and monthly v3.0 released; daily v1.2 superseded
NCEI released Version 2.0 of the daily OLR CDR and Version 3.0 of the monthly OLR CDR, both combining HIRS, IASI and CrIS. Daily v1.2 stops at 2025-08-22 and is now flagged as superseded; NCEI recommends the new version except for purposes such as reproducing earlier studies.
References for your paper¶
Double-check before using in a paper
The citations below were compiled by the maintainer and may contain errors. Always double-check DOIs, authors, years and access-date formats against the provider's official dataset page and your journal's guidelines.
Dataset citation¶
OLR Daily CDR v2.0 — DOI 10.25921/9pt5-by77
Hai-Tien Lee (2025): NOAA Climate Data Record (CDR) of Daily Outgoing Longwave Radiation (OLR), Version 2.0. [indicate subset used]. NOAA National Centers for Environmental Information. https://doi.org/10.25921/9pt5-by77. [access date].
Show BibTeX
OLR Monthly CDR v3.0 — DOI 10.25921/edx3-v958
Hai-Tien Lee (2025): NOAA Climate Data Record (CDR) of Monthly Outgoing Longwave Radiation (OLR), Version 3.0. [indicate subset used]. NOAA National Centers for Environmental Information. https://doi.org/10.25921/edx3-v958. [access date].
Show BibTeX
OLR Daily CDR v1.2 (superseded; for reproducing earlier work) — DOI 10.7289/V5SJ1HH2
Hai-Tien Lee and NOAA CDR Program (2011): NOAA Climate Data Record (CDR) of Daily Outgoing Longwave Radiation (OLR), Version 1.2. [indicate subset used]. NOAA National Climatic Data Center. doi:10.7289/V5SJ1HH2 [access date].
Show BibTeX
Reference papers¶
Application of the daily HIRS OLR CDR to tropical subseasonal variability — DOI 10.3390/rs10091325
Schreck, C. J., III, Lee, H.-T., Knapp, K. R. (2018): HIRS Outgoing Longwave Radiation—Daily Climate Data Record: Application toward Identifying Tropical Subseasonal Variability. Remote Sensing, 10(9), 1325.
Show BibTeX
@article{schreck2018hirsolr,
author = {Schreck, Carl J., III and Lee, Hai-Tien and Knapp, Kenneth R.},
title = {{HIRS} Outgoing Longwave Radiation---Daily Climate Data Record: Application toward Identifying Tropical Subseasonal Variability},
journal = {Remote Sensing},
volume = {10},
number = {9},
pages = {1325},
year = {2018},
doi = {10.3390/rs10091325}
}
PSL Interpolated OLR description (citation given in the file metadata) — DOI not verified
Liebmann, B., Smith, C. A. (1996): Description of a Complete (Interpolated) Outgoing Longwave Radiation Dataset. Bulletin of the American Meteorological Society, 77, 1275–1277.
Show BibTeX
Acknowledgements¶
NCEI asks users to cite the version and DOI used (fill in [indicate subset used] and [access date] in the citation provided). For data obtained from PSL, acknowledge with wording such as "data provided by the NOAA PSL, Boulder, Colorado, USA, from their website at https://psl.noaa.gov".
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Please add the sentence below to the Acknowledgements of your paper.