Global Precipitation Climatatology Project (GPCP) Climate Data Record (CDR), Daily V1.3
Load in Python
from intake import open_catalog
cat = open_catalog("https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/gpcp_daily.yaml")
ds=cat.netcdf.read()Metadata
| title | Global Precipitation Climatatology Project (GPCP) Climate Data Record (CDR), Daily V1.3 |
| location | /scratch/zmanthos/GPCP |
| tags | gridded,obs,atm,precip,daily,global |
| catalog_dir | https://raw.githubusercontent.com/kpegion/COLA-DATASETS-CATALOG/gh-pages/intake-catalogs/gpcp_daily.yaml |
| last updated | 2020-09-17 |
Dataset Contents
<xarray.Dataset>
Dimensions: (bnds: 2, latitude: 180, longitude: 360, time: 8647)
Coordinates:
* longitude (longitude) float32 0.0 1.0 2.0 3.0 ... 357.0 358.0 359.0
* latitude (latitude) float32 -90.0 -89.0 -88.0 ... 87.0 88.0 89.0
* time (time) float64 9.77e+03 9.771e+03 ... 1.841e+04 1.841e+04
Dimensions without coordinates: bnds
Data variables:
longitude_bnds (time, longitude, bnds) float32 dask.array<chunksize=(92, 360, 2), meta=np.ndarray>
latitude_bnds (time, latitude, bnds) float32 dask.array<chunksize=(92, 180, 2), meta=np.ndarray>
time_bnds (time, bnds) float64 dask.array<chunksize=(92, 2), meta=np.ndarray>
precip (time, latitude, longitude) float32 dask.array<chunksize=(92, 180, 360), meta=np.ndarray>
Attributes:
CDI: Climate Data Interface version 1.8.2 (http://...
history: Thu Sep 17 20:06:27 2020: cdo cat /scratch/zm...
source: /data1/GPCP_CDR/GPCP_Output/1DD//bin/199610/s...
institution: ACADEMIC > UMD/ESSIC > Earth System Science I...
Conventions: CF-1.6, ACDD 1.3
title: Global Precipitation Climatatology Project (G...
references: Huffman et al. 1997, http://dx.doi.org/10.117...
Metadata_Conventions: CF-1.6, Unidata Dataset Discovery v1.0, NOAA ...
standard_name_vocabulary: CF Standard Name Table (v41, 22 February 2017)
id: 199610/gpcp_v01r03_daily_d19961001_c20170530.nc
naming_authority: gov.noaa.ncdc
date_created: 2017-05-30T16:52:42Z
license: No constraints on data access or use.
summary: Global Precipitation Climatology Project (GPC...
keywords: EARTH SCIENCE > ATMOSPHERE > PRECIPITATION > ...
keywords_vocabulary: NASA Global Change Master Directory (GCMD) Ea...
cdm_data_type: Grid
project: GPCP > Global Precipitation Climatology Project
processing_level: NASA Level 3
creator_name: Dr. Jian-Jian Wang
creator_email: jjwang@umd.edu
publisher_name: NOAA National Centers for Environmental Infor...
publisher_email: jjwang@umd.edu
publisher_url: https://www.ncei.noaa.gov
geospatial_lat_min: -90.0
geospatial_lat_max: 90.0
geospatial_lat_units: degrees_north
geospatial_lat_resolution: 1 degree
geospatial_lon_min: 0.0
geospatial_lon_max: 360.0
geospatial_lon_units: degrees_east
geospatial_lon_resolution: 1 degree
time_coverage_start: 1996-10-01T00:00:00Z
time_coverage_end: 1996-10-01T23:59:59Z
time_coverage_duration: P1D
contributor_name: Robert Adler, Jian-Jian Wang
contributor_role: principalInvestigator, processor and custodian
acknowledgment: This project was supported in part by a grant...
cdr_program: NOAA Climate Data Record Program for satellit...
cdr_variable: precipitation
metadata_link: gov.noaa.ncdc:XXXXX
product_version: v01r03
platform: GOES (Geostationary Operational Environmental...
sensor: Imager, TOVS > TIROS Operational Vertical Sou...
spatial_resolution: 1 degree
comment: Processing computer: eagle2.umd.edu
CDO: Climate Data Operators version 1.8.2 (http://...xarray.Dataset
- bnds: 2
- latitude: 180
- longitude: 360
- time: 8647
- longitude(longitude)float320.0 1.0 2.0 ... 357.0 358.0 359.0
- standard_name :
- longitude
- long_name :
- longitude
- units :
- degrees_east
- axis :
- X
- bounds :
- longitude_bnds
array([ 0., 1., 2., ..., 357., 358., 359.], dtype=float32)
- latitude(latitude)float32-90.0 -89.0 -88.0 ... 88.0 89.0
- standard_name :
- latitude
- long_name :
- latitude
- units :
- degrees_north
- axis :
- Y
- bounds :
- latitude_bnds
array([-90., -89., -88., -87., -86., -85., -84., -83., -82., -81., -80., -79., -78., -77., -76., -75., -74., -73., -72., -71., -70., -69., -68., -67., -66., -65., -64., -63., -62., -61., -60., -59., -58., -57., -56., -55., -54., -53., -52., -51., -50., -49., -48., -47., -46., -45., -44., -43., -42., -41., -40., -39., -38., -37., -36., -35., -34., -33., -32., -31., -30., -29., -28., -27., -26., -25., -24., -23., -22., -21., -20., -19., -18., -17., -16., -15., -14., -13., -12., -11., -10., -9., -8., -7., -6., -5., -4., -3., -2., -1., 0., 1., 2., 3., 4., 5., 6., 7., 8., 9., 10., 11., 12., 13., 14., 15., 16., 17., 18., 19., 20., 21., 22., 23., 24., 25., 26., 27., 28., 29., 30., 31., 32., 33., 34., 35., 36., 37., 38., 39., 40., 41., 42., 43., 44., 45., 46., 47., 48., 49., 50., 51., 52., 53., 54., 55., 56., 57., 58., 59., 60., 61., 62., 63., 64., 65., 66., 67., 68., 69., 70., 71., 72., 73., 74., 75., 76., 77., 78., 79., 80., 81., 82., 83., 84., 85., 86., 87., 88., 89.], dtype=float32) - time(time)float649.77e+03 9.771e+03 ... 1.841e+04
- standard_name :
- time
- long_name :
- time
- bounds :
- time_bnds
- units :
- days since 1970-01-01 00:00:00 0:00
- calendar :
- standard
- axis :
- T
array([ 9770., 9771., 9772., ..., 18411., 18412., 18413.])
- longitude_bnds(time, longitude, bnds)float32dask.array<chunksize=(92, 360, 2), meta=np.ndarray>
Array Chunk Bytes 24.90 MB 1.06 MB Shape (8647, 360, 2) (367, 360, 2) Count 100 Tasks 25 Chunks Type float32 numpy.ndarray - latitude_bnds(time, latitude, bnds)float32dask.array<chunksize=(92, 180, 2), meta=np.ndarray>
Array Chunk Bytes 12.45 MB 528.48 kB Shape (8647, 180, 2) (367, 180, 2) Count 100 Tasks 25 Chunks Type float32 numpy.ndarray - time_bnds(time, bnds)float64dask.array<chunksize=(92, 2), meta=np.ndarray>
Array Chunk Bytes 138.35 kB 5.87 kB Shape (8647, 2) (367, 2) Count 75 Tasks 25 Chunks Type float64 numpy.ndarray - precip(time, latitude, longitude)float32dask.array<chunksize=(92, 180, 360), meta=np.ndarray>
- standard_name :
- lwe_precipitation_rate
- long_name :
- NOAA Climate Data Record (CDR) of Daily GPCP Satellite-Gauge Combined Precipitation
- units :
- mm/day
- cell_methods :
- area: mean time: mean
Array Chunk Bytes 2.24 GB 95.13 MB Shape (8647, 180, 360) (367, 180, 360) Count 75 Tasks 25 Chunks Type float32 numpy.ndarray
- CDI :
- Climate Data Interface version 1.8.2 (http://mpimet.mpg.de/cdi)
- history :
- Thu Sep 17 20:06:27 2020: cdo cat /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961001_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961002_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961003_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961004_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961005_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961006_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961007_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961008_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961009_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961010_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961011_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961012_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961013_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961014_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961015_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961016_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961017_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961018_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961019_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961020_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961021_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961022_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961023_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961024_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961025_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961026_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961027_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961028_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961029_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961030_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961031_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961101_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961102_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961103_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961104_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961105_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961106_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961107_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961108_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961109_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961110_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961111_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961112_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961113_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961114_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961115_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961116_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961117_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961118_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961119_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961120_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961121_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961122_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961123_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961124_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961125_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961126_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961127_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961128_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961129_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961130_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961201_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961202_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961203_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961204_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961205_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961206_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961207_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961208_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961209_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961210_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961211_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961212_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961213_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961214_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961215_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961216_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961217_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961218_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961219_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961220_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961221_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961222_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961223_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961224_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961225_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961226_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961227_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961228_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961229_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961230_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily_d19961231_c20170530.nc /scratch/zmanthos/GPCP/gpcp_v01r03_daily.1996.nc 1) 2017-05-30T16:52:42Z, Dr. Jian-Jian Wang, U of Maryland, Created beta (B1) file
- source :
- /data1/GPCP_CDR/GPCP_Output/1DD//bin/199610/stfsg3.19961001.s
- institution :
- ACADEMIC > UMD/ESSIC > Earth System Science Interdisciplinary Center, University of Maryland
- Conventions :
- CF-1.6, ACDD 1.3
- title :
- Global Precipitation Climatatology Project (GPCP) Climate Data Record (CDR), Daily V1.3
- references :
- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2017, Global Precipitation Climatology Project (GPCP) Daily Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD)
- Metadata_Conventions :
- CF-1.6, Unidata Dataset Discovery v1.0, NOAA CDR v1.0, GDS v2.0
- standard_name_vocabulary :
- CF Standard Name Table (v41, 22 February 2017)
- id :
- 199610/gpcp_v01r03_daily_d19961001_c20170530.nc
- naming_authority :
- gov.noaa.ncdc
- date_created :
- 2017-05-30T16:52:42Z
- license :
- No constraints on data access or use.
- summary :
- Global Precipitation Climatology Project (GPCP) Daily Version 1.3 gridded, merged satellite/gauge precipitation Climate data Record (CDR) from 1996 to present.
- keywords :
- EARTH SCIENCE > ATMOSPHERE > PRECIPITATION > PRECIPITATION AMOUNT
- keywords_vocabulary :
- NASA Global Change Master Directory (GCMD) Earth Science Keywords, Version 7.0
- cdm_data_type :
- Grid
- project :
- GPCP > Global Precipitation Climatology Project
- processing_level :
- NASA Level 3
- creator_name :
- Dr. Jian-Jian Wang
- creator_email :
- jjwang@umd.edu
- publisher_name :
- NOAA National Centers for Environmental Information (NCEI)
- publisher_email :
- jjwang@umd.edu
- publisher_url :
- https://www.ncei.noaa.gov
- geospatial_lat_min :
- -90.0
- geospatial_lat_max :
- 90.0
- geospatial_lat_units :
- degrees_north
- geospatial_lat_resolution :
- 1 degree
- geospatial_lon_min :
- 0.0
- geospatial_lon_max :
- 360.0
- geospatial_lon_units :
- degrees_east
- geospatial_lon_resolution :
- 1 degree
- time_coverage_start :
- 1996-10-01T00:00:00Z
- time_coverage_end :
- 1996-10-01T23:59:59Z
- time_coverage_duration :
- P1D
- contributor_name :
- Robert Adler, Jian-Jian Wang
- contributor_role :
- principalInvestigator, processor and custodian
- acknowledgment :
- This project was supported in part by a grant from the NOAA Climate Data Record (CDR) Program for satellites.
- cdr_program :
- NOAA Climate Data Record Program for satellites, FY 2011.
- cdr_variable :
- precipitation
- metadata_link :
- gov.noaa.ncdc:XXXXX
- product_version :
- v01r03
- platform :
- GOES (Geostationary Operational Environmental Satellite), GMS (Japan Geostationary Meteorological Satellite), METEOSAT, TIROS > Television Infrared Observation Satellite, DMSP (Defense Meteorological Satellite Program)
- sensor :
- Imager, TOVS > TIROS Operational Vertical Sounder, SSMI > Special Sensor Microwave/Imager
- spatial_resolution :
- 1 degree
- comment :
- Processing computer: eagle2.umd.edu
- CDO :
- Climate Data Operators version 1.8.2 (http://mpimet.mpg.de/cdo)