Reproducing Key Figures from Kay et al. (2015)
Exploratory analysis of global surface temperature datasets
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36 notebooks
Enhanced Intake-ESM Catalog Demo
Exploratory analysis of global surface temperature datasets
Machine Learning Basics
Introduction to scikit-learn: classification, regression, and evaluation
Bias-correct CESM2 LENS temperature data using ERA5 reanalysis
Examples on accessing GDEX datasets via OSDF
Cesm Gmst Ncar
Examples on accessing GDEX datasets via OSDF
Cesm Oceanheat
Examples on accessing GDEX datasets via OSDF
Access AWS CESM2 using the AWS open data origin data
Examples on accessing GDEX datasets via OSDF
Apply MDM and QDM to CMIP6 daily temperatures
Examples on accessing GDEX datasets via OSDF
Access CMIP6 zarr data from AWS using the osdf protocol and compute Equilibrium Climate Sensitivity (ECS)
Examples on accessing GDEX datasets via OSDF
Cmip6 Gmst Zarr
Examples on accessing GDEX datasets via OSDF
Access CMIP6 zarr data from AWS using the osdf protocol and compute different precipitation statistics
Examples on accessing GDEX datasets via OSDF
Conus404
Examples on accessing GDEX datasets via OSDF
Dart Cam6
Examples on accessing GDEX datasets via OSDF
Access M2HATS wind profile data and ERA5 through the NCAR GDEX
Examples on accessing GDEX datasets via OSDF
Access ERA5 data from NCAR's GDEX and plot mean total precipitation
Examples on accessing GDEX datasets via OSDF
Geocat Climatology
Examples on accessing GDEX datasets via OSDF
Hadisst Elnino
Examples on accessing GDEX datasets via OSDF
Load data
Examples on accessing GDEX datasets via OSDF
Jetstream Cesm Oceanheat
Examples on accessing GDEX datasets via OSDF
Jetstream Cmip6 Gmst
Examples on accessing GDEX datasets via OSDF
Jetstream Intro
Examples on accessing GDEX datasets via OSDF
Calculate Global Mean of Surface Temperatures from JRA-3Q reanalysis dataset hosted on NCAR's GDEX
Examples on accessing GDEX datasets via OSDF
Forecasting Nino indices using regression
Examples on accessing GDEX datasets via OSDF
Na Cordex
Examples on accessing GDEX datasets via OSDF
Access AWS CESM2 using the AWS open data origin data and benchmark
Examples on accessing GDEX datasets via OSDF
Envistor Test Ap40
Examples on accessing GDEX datasets via OSDF
Access DART data from NCAR's data origin and benchmark
Examples on accessing GDEX datasets via OSDF
Open intake catalog
Examples on accessing GDEX datasets via OSDF
Accessing NCAR data origin data and benchmark
Examples on accessing GDEX datasets via OSDF
Use the GeoJSON file to get the Area of Interest and query the STAC catalog for items
Examples on accessing GDEX datasets via OSDF
Access NOAA's SONAR data hosted on AWS via OSDF protocol
Examples on accessing GDEX datasets via OSDF
Access AWS CESM2 using the AWS open data origin data
Examples on accessing GDEX datasets via OSDF
Access AWS CESM data and compute GMST
Examples on accessing GDEX datasets via OSDF
4km WRF Simulation of Current Climate over South America by SAAG: diagnostic plots
Examples on accessing GDEX datasets via OSDF
Download CMIP6 zarr data from AWS
Examples on accessing GDEX datasets via OSDF
Test UX array
Examples on accessing GDEX datasets via OSDF