earth2studio.data: DataFrame Sources#

Data sources that provide tabular data as DataFrames.

Region
Data Class
Product

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.MetOpMHS

EUMETSAT MetOp MHS Level 1B brightness temperature observations.

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