COMBINATION DATASETS WITH GAUGE DATA
Table 1. Summary of publicly available, quasi-operational, quasi-global precipitation estimates that are produced by combining input data from several sensor types, including satellite sensors and precipitation gauges. Where appropriate, the algorithms applied to the individual input data sets are mentioned. Solid shading indicates products that are not yet available. [Last updated 31 July 2021, G.J. Huffman]
Algorithm
| Input data
| Space/time grid
| Areal coverage/start date
| Update frequency
| Latency
| Producer (Developer) URL
|
CAMS/OPI | CMAP-OPI, gauge | 2.5°/ monthly 2.5°/ pentad | Global/1979 | Monthly Pentad | 5 days 1 day | NOAA/ NWS CPC (Xie)[1] |
CHIRPS preliminary | IR, CHPclim, submonthly/ monthly stations | 0.05°/ daily, pentad, monthly | 50°N-S/1981 | prelim: pentad | 2 days | U. C. Santa Barbara (Funk) [2] |
CHIRPS final | final: month | 2 weeks | ||||
CMAP | OPI, SSM/I, SSMIS, GPI, MSU, gauge, model | 2.5°/ monthly | Global/1979 - Nov. 2011 | Seasonal | 3 months | NOAA/ NWS CPC (Xie)[3] |
OPI, SSM/I, GPI, MSU, gauge, model | 2.5°/ pentad | Global/1979 - Nov. 2011 | Seasonal | 3 months | NOAA/ NWS CPC (Xie)[4] | |
OPI, SSM/I, GPI, gauge | 2.5°/ pentad-RT | Global/2000 | Pentad | 1 day | NOAA/ NWS CPC (Xie)[5] | |
CMORPH V1.0_CRT (Bias corrected) | TMI, AMSR-E, AMSR-2, SSM/I, SSMIS, AMSU, MHS, MWRI, IR vectors, CPC Gauge, GPCP Pentad | 8x8 km2/30 min | 60°N-S/1998 | NRT: hourly final post-processed: monthly | NRT: 2,12,18 hours final: 4 months | NOAA/ CPC (Xie)[6] |
CMORPH CDR (Same as final CMORPH V1_CRT)V1.0_CRT | TMI, AMSR-E, AMSR-2, SSM/I, SSMIS, AMSU, MHS, MWRI, IR vectors, CPC Gauge, GPCP Pentad | 8x8 km2/30 min 0.25°/hourly 0.25°/daily | 60°N-S/1998 | Monthly | 5 months | NOAA/ CPC (Xie)[7] |
CMORPH V1.0_BLD | TMI, AMSR-E, AMSR-2, SSM/I, SSMIS, AMSU, MHS, MWIR, IR vectors, daily gauge | 0.25°/daily | 60°N-S regional/1998 | Daily | 18 hours | NOAA/ CPC (Xie)[6] |
GPCP pentad (Version 1.1) | OPI, SSM/I, GPI, MSU, gauge, GPCP monthly | 2.5°/ 5-day | Global/1979 | Monthly | 3 months | NOAA/ NWS CPC (Xie)[8] |
GPCP Version 2.3 Satellite-Gauge (SG) | GPCP-OPI, GPCC gauge 1/79-7/87, 12/87, thereafter SSMI- & SSMIS-AGPI (IR), GPCC gauge, TOVS, AIRS | 2.5°/ monthly | Global/1979 | Monthly | 2 months | UMCP/ESSIC (Adler, Huffman) [9] |
GPCP Version 3.1 Satellite-Gauge (SG) | SSMI- & SSMIS-PERSIANN-CDR, GPCC gauge, TOVS, AIRS, TCC & MCTG climatology | 0.5°/ monthly | Global/1992 | Monthly | 2 months | NASA/GSFC (Huffman) [10] |
GSMaP Gauge-calibrated (GSMaP_Gauge) V7 | GMI, AMSR-2, AMSU, MHS, IR vectors, NOAA CPC daily gauge analysis | 0.1°/ hourly | Global - 60°N-S/Mar. 10, 2014 | Hourly | 3 days | JAXA/EORC (Kubota) [11] |
GSMaP Reanalysis Gauge-calibrated (GSMaP_RNL_Gauge) V6 | TMI, SSM/I, SSMIS, AMSR-E, GMI, AMSR-2, AMSU, MHS, IR vectors, NOAA CPC daily gauge analysis | 0.1°/ hourly | Global - 60°N-S/Mar. 2000 | Hourly | Reprocess after major version upgrade | JAXA/EORC (Kubota) [11] |
IMERG Final Run V06 | TMI, SSM/I, SSMIS, AMSR-E, GMI, AMSR-2, AMSU, MHS, SAPHIR, ATMS, IR, MERRA-2 / GEOS FP TQV vectors, GPCP monthly | 0.1°/ half-hourly 0.1°/monthly | Global/June 2000 | 30 min; 1 month | 3.5 months | NASA/GSFC PPS (Huffman) [12] |
MSWEP | ERA5, IMERG, GridSat, CHELSA, GSOD, GHCN-D, various national gauge databases | 0.1°/ 3-hourly | Global/1979 | Yearly | months | GloH2O (Beck) [13] |
PERSIANN-CDR | GRIDSAT-IRWIN, GPCP Monthly Precipitation | 0.25°/ daily | 60°N-S/1983 | Monthly | 3 months | UC Irvine (Sorooshian)[14] |
PERSIANN-CCS-CDR | GridSat-IRWIN, GPCP Monthly Precipitation | 0.04°/ 3-hour | 60°N-S/1983 | Monthly | 3 months | UC Irvine (Sorooshian)[15] |
RFE | GPI, NOAA-SSM/I, gauge | 10 km/ daily | Africa/Oct 2000 | Daily | 6 hours | NOAA/NWS CPC (Xie)[16] |
10 km/daily | South Asia/Apr 2001 | Daily | 6 hours | NOAA/ NWS CPC (Xie)[17] | ||
TRMM Plus Other Data (3B43 Version 7) | TCI, TMI, SSM/I, SSMIS, AMSR-E, AMSU, MHS, MW-VAR (IR), gauge | 0.25°/ monthly | Global - 50°N-S/Jan 1998-2019 | Monthly | Replaced by IMERG Final | NASA/ GSFC PPS (Huffman, Adler)[18] |
TRMM Plus Other Satellites (3B42 Version 7) | TCI, TMI, SSM/I, SSMIS, AMSR-E, AMSU, MHS, MW-VAR (IR), V.7 3B43 | 0.25°/ 3-hourly | Global - 50°N-S/Jan 1998-2019 | Monthly | Replaced by IMERG Final | NASA/ GSFC PPS (Huffman, Adler)[19] |
[1] ftp://ftp.cpc.ncep.noaa.gov/precip/data-req/cams_opi_v0208/ - Pingping Xie
[2] https://chc.ucsb.edu/data/chirps - Chris Funk
[3] ftp://ftp.cpc.ncep.noaa.gov/precip/cmap/monthly/ - Pingping Xie
[4] ftp://ftp.cpc.ncep.noaa.gov/precip/cmap/pentad/ - Pingping Xie
[5] ftp://ftp.cpc.ncep.noaa.gov/precip/cmap/pentad_rt/ - Pingping Xie
[6] ftp://ftp.cpc.ncep.noaa.gov/precip/CMORPH_V1.0 - Pingping Xie
[7] ftp://ftp.cpc.ncep.noaa.gov/precip/GPCP_PEN/ - Pingping Xie
[8] ftp://ftp.cpc.ncep.noaa.gov/precip/GPCP_PEN/ - Pingping Xie
[9] https://www.ncdc.noaa.gov/cdr/atmospheric/precipitation-gpcp-monthly - Robert Adler
[10]https://doi.org/10.5067/DBVUO4KQHXTK - George Huffman [11] http://sharaku.eorc.jaxa.jp/GSMaP/ - Takuji Kubota [12] Level 3 tab, click on "IMERG Final Run" - https://gpm.nasa.gov/contact [13] http://www.gloh2o.org/mswep/ [note: commercial use requires a license] - Hylke Beck [14] https://www.ncdc.noaa.gov/cdr/atmospheric/precipitation-persiann-cdr - Kuolin Hsu
[15] http://chrsdata.eng.uci.edu - Kuolin Hsu
[16] ftp://ftp.cpc.ncep.noaa.gov/fews/newalgo_est/before 2001; ftp://ftp.cpc.ncep.noaa.gov/fews/fewsdata/africa/rfe2 thereafter - Pingping Xie
[17] ftp://ftp.cpc.ncep.noaa.gov/fews/S.Asia/ - Pingping Xie
[18] https://doi.org/10.5067/TRMM/TMPA/MONTH/7 - George Huffman; superseded by IMERG Final Run monthly
[19] https://doi.org/10.5067/TRMM/TMPA/3H/7 - George Huffman; superseded by IMERG Final Run monthly