NOAA/NSIDC CDR¶
NOAA/NSIDC Climate Data Record of Passive Microwave Sea Ice Concentration (G02202, Version 6) / Near-Real-Time NOAA/NSIDC Climate Data Record of Passive Microwave Sea Ice Concentration (G10016, Version 4)
Available
Current status
Active. Version 6, released on 15 January 2026, adds JAXA AMSR2 as the brightness temperature input from 1 January 2025 onward, replacing DMSP SSMIS. The previous versions (CDR Version 5 and Near-Real-Time CDR Version 3) were retired and access to them removed on 17 June 2026; scripts that still point to the old paths must be switched to the V6/V4 paths. The end of the DMSP mission (expected September 2026) does not directly affect V6 and later updates.
At a glance¶
| Item | Details |
|---|---|
| Section | Sea ice › Satellite products (also listed in: Satellite › Sea ice) |
| Type | Satellite product |
| Domains | Sea ice, Ocean |
| Provider | NOAA NCEI Climate Data Record (CDR) Program / National Snow and Ice Data Center (NSIDC) |
| Period | 1978-10 ~ present |
| Coverage | Both poles |
| Horizontal resolution | 25 km × 25 km NSIDC polar stereographic grids (Northern Hemisphere EPSG:3411, 448 × 304; Southern Hemisphere EPSG:3412), true scale at 70° |
| Vertical resolution | Not applicable (surface data) |
| Temporal resolution | Daily and monthly |
| Update frequency | Final CDR updated as processing proceeds (about 3 weeks behind); Near-Real-Time CDR updated daily (roughly the last 3 months retained) |
| Licence | Public NOAA data. Citation is required as a condition of use, and NSIDC asks users to describe the subset used (period, hemisphere) in the citation |
| Account required | No |
Note on period: Daily data begin on 25 October 1978 and monthly data in November 1978. The final CDR (G02202) runs through the most recent processing, about three weeks behind real time; the Near-Real-Time CDR (G10016) fills the gap and covers roughly the last three months. A gap exists from 3 December 1987 through mid-January 1988 due to satellite issues.
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¶
A Climate Data Record (CDR) of sea ice concentration from passive microwave data, produced by NSIDC under the NOAA CDR Program for both polar regions since 1978. It combines concentration estimates from the NASA Team and NASA Bootstrap algorithms with a rule-based method, and provides the spread between the two as an uncertainty estimate (standard deviation). Brightness temperatures from SMMR, SSM/I and SSMIS — and, from 2025, AMSR2 — feed a consistent daily and monthly time series on the same 25 km polar stereographic grids. It is widely used for studies of Arctic and Antarctic sea ice area and extent. (The NSIDC Sea Ice Index is a separate product computed from NSIDC-0051 and NSIDC-0803, not from this CDR.)
What changes with the successor¶
NOAA/NSIDC CDR V5 → NOAA/NSIDC CDR V6¶
Transition: 2026-01
Version 6 switches the input brightness temperatures from 1 January 2025 onward to JAXA AMSR2, ahead of the loss of the ageing and increasingly unreliable DMSP SSMIS data stream. The grids and variables are essentially those of V5, except that the V5 AMSR2 prototype group has been removed and a bug in the land spillover correction has been fixed. Differences over 1978–2024 are very small, but V5 access ended in June 2026, so the full record has to be downloaded again as V6.
| Aspect | NOAA/NSIDC CDR V5 | NOAA/NSIDC CDR V6 |
|---|---|---|
| Period | 1978-10-25 to 2024-12-31 (the last V5 update ran through the end of 2024) | 1978-10-25 to present (final CDR about 3 weeks behind; Near-Real-Time V4 covers the rest) |
| Input sensor from 2025 | DMSP-F17 SSMIS (from 2008-01-01) | GCOM-W1 AMSR2 (from 2025-01-01): 18.7, 23.8 and 36.5 GHz channels; the native 12.5 km brightness temperatures are resampled to the 25 km grid |
| Intercalibration | SSMIS-based tie-points and regressions used to intercalibrate with earlier sensors | A varying ice/water threshold (adapted from Seki et al. 2024) is applied to AMSR2 to remove the residual hemispheric extent bias. Over the 2023–2024 overlap, differences from SSMIS are within the uncertainty range of the data |
| Algorithm bug fix | Concentrations below 10% were wrongly considered in the land spillover correction | Fixed. Ice extent increases slightly, mostly in the SMMR period (1978–1987). Updating the Python libraries (NumPy, Xarray) also causes minor rounding differences |
| Differences 1978–2024 (V6 − V5 extent) | V5 values | Mean difference 0.00066 (NH) and 0.0010 (SH) million km²; maximum daily difference 0.022 (NH) and 0.078 (SH) million km² (NSIDC Special Report 29) |
| AMSR2 prototype data | Separate prototype_am2 group (from 2013) with am2_seaice_conc, am2_seaice_conc_stdev, am2_seaice_conc_qa_flag, etc. |
prototype_am2 group removed; from 2025, AMSR2-derived values go directly into the main CDR variables (cdr_seaice_conc, etc.) |
| Variable names and groups | Structure introduced in V5: main group with cdr_seaice_conc, cdr_seaice_conc_stdev and the QA/interpolation flags; cdr_supplementary group with raw_bt_seaice_conc, raw_nt_seaice_conc, surface_type_mask, cdr_melt_onset_day (V4's nsidc_bt_seaice_conc/nsidc_nt_seaice_conc were renamed in V5) |
Same names and group structure as V5 (only the prototype_am2 group is gone) |
| Pole hole | SSMIS F17 — north of 89.02°N, 0.0292 million km² | AMSR2 from 2025 — north of 88.5°N, 0.064 million km² (filled by interpolation) |
| File names | sic_ps[n | s]25_[date]F17[version].nc (2008–2024) |
| Access and DOI | G02202 V5, DOI 10.7265/rjzb-pf78 / Near-Real-Time V3, DOI 10.7265/j0z0-4h87 | https://noaadata.apps.nsidc.org/NOAA/G02202_V6/, DOI 10.7265/b18j-z797 / Near-Real-Time V4 https://noaadata.apps.nsidc.org/NOAA/G10016_V4/, DOI 10.7265/tm2n-1m33 |
| Near-real-time input | V3 — SSMIS-based, plus an AMSR2 prototype group (AMSR2 prototype discontinued 2025-09-01) | V4 — AMSR2 input from 2025-01-01, same code as V6 |
| Support for previous versions | V5 and Near-Real-Time V3 — no longer updated from 2026-01-15 | V5 and V3 retired and access removed on 2026-06-17; only V6 and V4 are distributed |
Things to watch when switching
- V5 files are no longer distributed. For new work, download the full record from 1978 onward as V6, and never mix V5 and V6 in one time series.
- The input sensor changes from SSMIS to AMSR2 on 2025-01-01. NSIDC reports the differences are within the data uncertainty, but for anomaly or trend analyses that straddle 2025, state the sensor change and test the sensitivity of your results to it.
- Scripts that read the
prototype_am2group, or hard-codeF17in file names, will fail on 2025+ data. Switch to the main CDR variables and theam2satellite code. - The land spillover fix makes SMMR-era (1978–1987) extent slightly larger than in V5. Keep this in mind when comparing 1980s baselines or long-term trends with earlier V5-based results.
- The DOIs have changed. Cite V6 (10.7265/b18j-z797), and also V4 (10.7265/tm2n-1m33) if the most recent period comes from the near-real-time product.
Sources: NSIDC announcement — New version release: NOAA/NSIDC Sea Ice Concentration Data Records - CDR Version 6 and Near-Real-Time CDR Version 4 (2026-01-15) · NSIDC Special Report 29 — NOAA/NSIDC Climate Data Record of Passive Microwave Sea Ice Concentration Version 6 Updates (Windnagel, Meier, Fetterer, 2026) · G02202 Version 6 User Guide · G02202 Version 5 User Guide · G10016 Version 4 User Guide · NOAA@NSIDC Data Updates (V5 and V3 retired 2026-06-17)
Available variables¶
Daily-file variables as listed in the Version 6 user guide. Concentrations are stored as bytes 0–100 with scale_factor 0.01, so they usually read as fractions 0–1. Supplementary variables sit in the cdr_supplementary group. Monthly files use cdr_seaice_conc_monthly, cdr_seaice_conc_monthly_stdev and cdr_seaice_conc_monthly_qa. V4's nsidc_bt_seaice_conc and nsidc_nt_seaice_conc were renamed raw_bt_seaice_conc and raw_nt_seaice_conc in V5.
Time-stamp convention — instantaneous, mean or accumulated? — click to show
Daily fields represent the whole day: they are computed from daily brightness temperatures in which all satellite passes over a grid cell during the day are averaged ("drop-in-the-bucket" gridding). Monthly fields are averages of the daily concentrations at each grid cell. Neither is an instantaneous value at a particular time.
- Daily input brightness temperatures come from NSIDC's polar-gridded brightness temperature products (e.g. NSIDC-0001), where 24 hours of swath data are averaged into each grid cell. The CDR user guide does not specify the day boundary (e.g. whether it is UTC).
- Missing days and cells are filled by two-sided linear interpolation using up to five days on either side; if that fails, a one-sided method copies the value from the nearest day within three days. Check cdr_seaice_conc_interp_temporal_flag, cdr_seaice_conc_interp_spatial_flag and the QA flag to see where filling was applied.
- Monthly means are per-cell averages of daily values, and at least 20 days of data (10 for SMMR) must be available for a month to be calculated. The monthly standard deviation is the standard deviation of that month's daily values.
- In the SMMR period (1978-10 to 1987-07) there is a file for every date, but days without observations contain the fill value. For 3 December 1987 to mid-January 1988 there are no files at all.
- The time coordinate in daily files is a date expressed as 'days since 1970-01-01 00:00:00'; it does not refer to a particular time of day.
Source: G02202 Version 6 User Guide / NSIDC-0001 Version 6 data set page
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
Sea ice concentration (main group)¶
| Variable | Short name | Units | Time convention | Notes |
|---|---|---|---|---|
| CDR sea ice concentration | cdr_seaice_conc |
unitless, 0–1 | Daily mean | Daily value computed from daily-averaged brightness temperatures. The monthly cdr_seaice_conc_monthly is the monthly mean of the daily values |
| CDR concentration standard deviation (uncertainty estimate) | cdr_seaice_conc_stdev |
unitless, 0–1 | Daily mean | Spatial standard deviation of the 18 NASA Team and Bootstrap values in the surrounding 3×3 cells of that day's field (not a temporal statistic). The monthly cdr_seaice_conc_monthly_stdev is the standard deviation of the month's daily values |
Quality and interpolation flags (main group)¶
| Variable | Short name | Units | Time convention | Notes |
|---|---|---|---|---|
| QA bit flags (weather filter, land spillover correction, missing, interpolation, melt onset, etc.) | cdr_seaice_conc_qa_flag |
bit flags | Daily mean | Records which processing was applied to that day's concentration. Ancillary information for the daily field, not a time statistic |
| Spatial interpolation flag | cdr_seaice_conc_interp_spatial_flag |
bit flags | Daily mean | Marks cells that were spatially interpolated in that day's field |
| Temporal interpolation flag | cdr_seaice_conc_interp_temporal_flag |
bit flags | Daily mean | Indicates whether the day's value was interpolated from neighbouring days |
Supplementary variables (cdr_supplementary group)¶
| Variable | Short name | Units | Time convention | Notes |
|---|---|---|---|---|
| Bootstrap algorithm raw concentration | raw_bt_seaice_conc |
unitless, 0–2.54 | Daily mean | Computed from the same daily brightness temperatures as the CDR concentration, without the weather filter, land spillover correction or masks |
| NASA Team algorithm raw concentration | raw_nt_seaice_conc |
unitless, 0–2.54 | Daily mean | Computed from the same daily brightness temperatures as the CDR concentration, without the weather filter, land spillover correction or masks |
| Melt onset day (Northern Hemisphere) | cdr_melt_onset_day |
day of year | instantaneous | Day of year (60–244) on which melt was first detected in that melt season. Once set, the value is kept until the end of the season, so read it as the detection state up to that date |
| Surface type mask (ocean 50, lake 75, polar hole 100, coast 200, land 250) | surface_type_mask |
code | static | Fixed surface mask. The file has a time dimension, but the guide does not describe any change over time. The sensor-dependent pole hole is handled by a separate ancillary field (polehole_bitmask) |
The full variable list is in the official documentation.
How to get the data¶
- NSIDC data set page — G02202 Version 6 (final CDR) — Web documentation / HTTPS directory download
- User guide, C-ATBD, version-change report (Special Report 29) and a sign-up form for update notifications.
- NOAA@NSIDC HTTPS archive — G02202_V6 — HTTPS (browser, wget, Python/R scripts) No login needed
- No login needed. Daily and monthly files are under north/ and south/, and yearly aggregated daily files are also available.
- NSIDC data set page — G10016 Version 4 (Near-Real-Time CDR) — Web documentation / HTTPS (https://noaadata.apps.nsidc.org/NOAA/G10016_V4/) No login needed
- Provisional data covering about the last three months. Replace that period with G02202 once the final CDR is available.
- NOAA NCEI Sea Ice Concentration CDR page — Web documentation (documents, source code, maturity matrix)
- How to access NOAA@NSIDC data sets via PolarWatch (help article) — ERDDAP (subsetting, format conversion)
- Check the PolarWatch dataset ID first to confirm that it serves Version 6.
Example code¶
Download over HTTPS without logging in. File names follow sic_ps
# Mirror the Northern Hemisphere V6 daily directory (better to restrict to the year folders you need)
wget -r -np -nH --cut-dirs=3 -A "*.nc" -e robots=off \
https://noaadata.apps.nsidc.org/NOAA/G02202_V6/north/daily/
# In Python, open the supplementary group separately
# xr.open_dataset(f) -> cdr_seaice_conc, etc.
# xr.open_dataset(f, group="cdr_supplementary") -> raw_bt_seaice_conc, etc.
Practical tips¶
- The same date can have different values in the final CDR (G02202) and the Near-Real-Time CDR (G10016): the near-real-time product is provisional and lacks some quality control and temporal interpolation. Base published analyses on the final CDR, fill only the last few weeks with near-real-time data, and replace them later.
- From 1 January 2025 the input sensor is AMSR2 instead of SSMIS (F17). NSIDC adjusted AMSR2 to match SSMIS and reports differences within the data uncertainty, but it is still safest to flag the sensor change in trend or anomaly analyses that compare periods before and after 2025.
- The pole hole is filled by interpolation and flagged as 100 in surface_type_mask. Its size depends on the sensor (north of 84.1°N for SMMR, 86.7°N for SSM/I, 89.0°N for SSMIS, 88.5°N for AMSR2), which can affect late-summer and early-autumn trends and climatologies.
- The polar stereographic grid is not equal-area, so cell areas vary. When computing sea ice area yourself, do not simply multiply by 25 km × 25 km — use the latitude-dependent cell areas.
Notices and change history¶
2026-06-17 · Critical · Sea Ice Concentration CDR Version 5 and Near-Real-Time CDR Version 3 retired
NSIDC retired Version 5 of the sea ice concentration CDR and Version 3 of the Near-Real-Time CDR, and access to these versions has been removed. Scripts using the old paths (G02202_V5, G10016_V3) must be switched to V6 (G02202_V6) and V4 (G10016_V4).
2026-01-15 · Warning · New version release: NOAA/NSIDC Sea Ice Concentration Data Records - CDR Version 6 and Near-Real-Time CDR Version 4
AMSR2 is added as a brightness temperature input from 1 January 2025, the AMSR2 prototype group (prototype_am2) from Version 5 is removed, and a bug that let concentrations below 10% be considered in land spillover corrections is fixed. The fix makes V6 extent slightly larger than V5, mainly in the SMMR period. V5 and Near-Real-Time V3 are no longer updated as of this date.
2025-08-06 · Info · User notice: NOAA/NSIDC Sea Ice Concentration Near-Real-Time CDR Version 3 will Continue SSMIS Data Processing
The U.S. Department of Defense will keep processing and delivering SSMIS data until the DMSP mission retires (expected September 2026), so Near-Real-Time CDR V3 continues to be updated. Gaps in SSMIS data that began in late spring 2025 may continue; NSIDC subsequently moved to AMSR2 in V6/V4.
2025-06-25 · Warning · User notice: SSMIS Data Discontinuation Affecting Sea Ice Index and Sea Ice CDR Effective 30 June 2025 (later withdrawn)
The Department of Defense announced it would stop processing and delivering SSMIS data no later than 30 June 2025, so the Near-Real-Time CDR and the Sea Ice Index would stop processing after that date. Delivery was then extended to the end of July (30 June update), and in August it was continued until the end of the DMSP mission.
2025-06-04 · Info · User notice: Degraded SSMIS Data Delivery Affecting Data Products
The U.S. Navy's delivery of SSMIS data has become sporadic, which will likely cause daily data gaps in several NSIDC products that use SSMIS input.
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¶
Final CDR — G02202 Version 6 — DOI 10.7265/b18j-z797
Meier, W. N., Fetterer, F., Windnagel, A. K., Stewart, J. S. & Stafford, T. (2026). NOAA/NSIDC Climate Data Record of Passive Microwave Sea Ice Concentration. (G02202, Version 6). [Data Set]. Boulder, Colorado USA. National Snow and Ice Data Center. https://doi.org/10.7265/b18j-z797. [describe subset used if applicable]. Date Accessed MM-DD-YYYY.
Show BibTeX
@misc{nsidc_g02202_v6,
author = {Meier, W. N. and Fetterer, F. and Windnagel, A. K. and Stewart, J. S. and Stafford, T.},
title = {{NOAA/NSIDC} Climate Data Record of Passive Microwave Sea Ice Concentration ({G02202}, Version 6)},
year = {2026},
publisher = {National Snow and Ice Data Center},
address = {Boulder, Colorado USA},
doi = {10.7265/b18j-z797}
}
Near-Real-Time CDR — G10016 Version 4 — DOI 10.7265/tm2n-1m33
Meier, W. N., Fetterer, F., Windnagel, A. K., Stewart, J. S. & Stafford, T. (2026). Near-Real-Time NOAA/NSIDC Climate Data Record of Passive Microwave Sea Ice Concentration. (G10016, Version 4). [Data Set]. Boulder, Colorado USA. National Snow and Ice Data Center. https://doi.org/10.7265/tm2n-1m33. Date Accessed MM-DD-YYYY.
Reference papers¶
CDR methodology paper — DOI 10.5194/essd-5-311-2013
Peng, G., Meier, W. N., Scott, D. J., and Savoie, M. H. (2013): A long-term and reproducible passive microwave sea ice concentration data record for climate studies and monitoring. Earth System Science Data, 5, 311–318.
Show BibTeX
@article{peng2013cdr,
author = {Peng, G. and Meier, W. N. and Scott, D. J. and Savoie, M. H.},
title = {A long-term and reproducible passive microwave sea ice concentration data record for climate studies and monitoring},
journal = {Earth System Science Data},
volume = {5},
number = {2},
pages = {311--318},
year = {2013},
doi = {10.5194/essd-5-311-2013}
}
CDR verification paper (optional) — DOI 10.3402/polar.v33.21004
Meier, W. N., Peng, G., Scott, D. J., and Savoie, M. H. (2014): Verification of a new NOAA/NSIDC passive microwave sea-ice concentration climate record. Polar Research, 33.
AMSR2 operational sea ice concentration paper (optional, relevant to the 2025+ input) — DOI 10.1109/JSTARS.2017.2693120
Meier, W. N., Stewart, J. S., Liu, Y., Key, J., and Miller, J. A. (2017): An operational implementation of sea ice concentration estimates from the AMSR2 sensor. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(9).
Acknowledgements¶
NSIDC requires citation of the data set as a condition of use. Give the version (V6) and DOI, the period and hemisphere used, and the date accessed. If you discuss the algorithm in detail, NSIDC also recommends citing the C-ATBD (Rev. 12).
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Please add the sentence below to the Acknowledgements of your paper.