Skip to content

DataFrame Sources

earth2studio.data

Data sources that provide tabular data as DataFrames.

Region
Data Class
Product
data.GHCNDailyGlobalNOAA's Global Historical Climatology Network Daily (GHCN-D) is a dataset that contains daily climate summaries from land surface stations across the globe.
data.GHCNHourlyGlobalNOAA's Global Historical Climatology Network Hourly (GHCNh) is a global database of hourly surface observations that supersedes the Integrated Surface Database (ISD).
data.GOESGLMNASANOAA GOES Geostationary Lightning Mapper (GLM) Level 2 Lightning Cluster-Filter Algorithm (LCFA) event data source.
data.IBTrACSGlobalInternational Best Track Archive for Climate Stewardship (IBTrACS) data source.
data.IEM_ASOSGlobalIEM archive of parsed ASOS, AWOS, and METAR station observations.
data.ISDNANOAA's Integrated Surface Database (ISD) is a global database that consists of hourly and synoptic surface observations compiled from numerous sources into a common data model.
data.JPSS_ATMSGlobalJPSS ATMS (Advanced Technology Microwave Sounder) Level 1 BUFR brightness-temperature observations served from NOAA Open Data on AWS.
data.JPSS_CRISGlobalJPSS CrIS (Cross-track Infrared Sounder) Full Spectral Resolution (FSR) Level 1 brightness temperature observations served from NOAA Open Data on AWS.
data.MetOpAMSUAGlobalEUMETSAT MetOp AMSU-A Level 1B brightness temperature observations.
data.MetOpAVHRRGlobalEUMETSAT MetOp AVHRR Level 1B radiance and brightness temperature observations.
data.MetOpIASIGlobalEUMETSAT MetOp IASI Level 1C brightness temperature observations.
data.MetOpMHSGlobalEUMETSAT MetOp MHS Level 1B brightness temperature observations.
data.NNJAObsConvGlobalNNJA conventional (in-situ + GPS RO) observational data source.
data.NNJAObsSatGlobalNNJA historical NCEP aggregate satellite observations.
data.NomadsGDASObsConvGlobalReal-time GDAS conventional observations from NOAA NOMADS.
data.RandomDataFrameA randomly generated DataFrame source.
data.UFSObsConvGlobalNOAA UFS GEFS-v13 replay observations in-situ data
data.UFSObsSatGlobalNOAA UFS GEFS-v13 replay observations satellite data