earth2studio.data: DataFrame Sources#

Data sources that provide tabular data as DataFrames.

Region
Data Class
Product

data.GHCNDaily

NOAA's Global Historical Climatology Network Daily (GHCN-D) is a dataset that contains daily climate summaries from land surface stations across the globe.

data.GOESGLM

NOAA GOES Geostationary Lightning Mapper (GLM) Level 2 Lightning Cluster-Filter Algorithm (LCFA) event data source.

data.ISD

NOAA'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_ATMS

JPSS ATMS (Advanced Technology Microwave Sounder) Level 1 BUFR brightness-temperature observations served from NOAA Open Data on AWS.

data.JPSS_CRIS

JPSS CrIS (Cross-track Infrared Sounder) Full Spectral Resolution (FSR) Level 1 brightness temperature observations served from NOAA Open Data on AWS.

data.MetOpAMSUA

EUMETSAT MetOp AMSU-A Level 1B brightness temperature observations.

data.MetOpAVHRR

EUMETSAT MetOp AVHRR Level 1B radiance and brightness temperature observations.

data.MetOpIASI

EUMETSAT MetOp IASI Level 1C brightness temperature observations.

data.MetOpMHS

EUMETSAT MetOp MHS Level 1B brightness temperature observations.

data.NNJAObsConv

NNJA conventional (in-situ + GPS RO) observational data source.

data.NomadsGDASObsConv

Real-time GDAS conventional observation data from NOAA NOMADS PrepBUFR.

data.RandomDataFrame

A randomly generated DataFrame source.

data.UFSObsConv

NOAA UFS GEFS-v13 replay observations in-situ data

data.UFSObsSat

NOAA UFS GEFS-v13 replay observations satellite data